From 1bc6c9b6db93fbad10c627efef284d3b286108fe Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 10 Oct 2022 20:45:37 -0700 Subject: [PATCH 01/87] You can now change the optimized mode, float16 and no_half options without having to restart the app. --- scripts/txt2vid.py | 60 +++++++++++++++++++++++++++++++++------------- 1 file changed, 44 insertions(+), 16 deletions(-) diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index d2e5332..054b733 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -224,11 +224,15 @@ def load_diffusers_model(weights_path,torch_device): try: with server_state_lock["pipe"]: if "pipe" not in server_state: - if ("weights_path" in st.session_state) and st.session_state["weights_path"] != weights_path: + if "weights_path" in st.session_state and st.session_state["weights_path"] != weights_path: del st.session_state["weights_path"] st.session_state["weights_path"] = weights_path - # if folder "models/diffusers/stable-diffusion-v1-4" exists, load the model from there + st.session_state['float16'] = st.session_state['defaults'].general.use_float16 + st.session_state['no_half'] = st.session_state['defaults'].general.no_half + st.session_state['optimized'] = st.session_state['defaults'].general.optimized + + #if folder "models/diffusers/stable-diffusion-v1-4" exists, load the model from there if weights_path == "CompVis/stable-diffusion-v1-4": model_path = os.path.join("models", "diffusers", "stable-diffusion-v1-4") @@ -261,12 +265,36 @@ def load_diffusers_model(weights_path,torch_device): print("Tx2Vid Model Loaded") else: - print("Tx2Vid Model already Loaded") - except (EnvironmentError, OSError): - st.session_state["progress_bar_text"].error( - "You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token." - ) - raise OSError("You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token.") + # if the float16 or no_half options have changed since the last time the model was loaded then we need to reload the model. + if ("float16" in st.session_state and st.session_state['float16'] != st.session_state['defaults'].general.use_float16) \ + or ("no_half" in st.session_state and st.session_state['no_half'] != st.session_state['defaults'].general.no_half) \ + or ("optimized" in st.session_state and st.session_state['optimized'] != st.session_state['defaults'].general.optimized): + + del st.session_state['float16'] + del st.session_state['no_half'] + with server_state_lock["pipe"]: + del server_state["pipe"] + torch_gc() + + del st.session_state['optimized'] + + st.session_state['float16'] = st.session_state['defaults'].general.use_float16 + st.session_state['no_half'] = st.session_state['defaults'].general.no_half + st.session_state['optimized'] = st.session_state['defaults'].general.optimized + + load_diffusers_model(weights_path, torch_device) + else: + print("Tx2Vid Model already Loaded") + + except (EnvironmentError, OSError) as e: + if "huggingface_token" not in st.session_state or st.session_state["defaults"].general.huggingface_token == "None": + st.session_state["progress_bar_text"].error( + "You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token." + ) + raise OSError("You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token.") + else: + st.session_state["progress_bar_text"].error(e) + # def save_video_to_disk(frames, seeds, sanitized_prompt, fps=6,save_video=True, outdir='outputs'): if save_video: @@ -413,14 +441,14 @@ def txt2vid( SCHEDULERS = dict(default=default_scheduler, ddim=ddim_scheduler, klms=klms_scheduler) - if "pipe" not in server_state: - with st.session_state["progress_bar_text"].container(): - with hc.HyLoader('Loading Models...', hc.Loaders.standard_loaders,index=[0]): - if "model" in st.session_state: - del st.session_state["model"] - load_diffusers_model(weights_path, torch_device) - else: - print("Model already loaded") + #if "pipe" not in server_state: + with st.session_state["progress_bar_text"].container(): + with hc.HyLoader('Loading Models...', hc.Loaders.standard_loaders,index=[0]): + if "model" in st.session_state: + del st.session_state["model"] + load_diffusers_model(weights_path, torch_device) + #else: + #print("Model already loaded") if "pipe" not in server_state: print('wtf') From 2215a3b40325ac53d65c22e181eb59ef22ff0586 Mon Sep 17 00:00:00 2001 From: MechanoPixel <94033376+MechanoPixel@users.noreply.github.com> Date: Tue, 11 Oct 2022 19:23:04 +0900 Subject: [PATCH 02/87] Skip WebUI prompt if --bridge passed, Detailed error messages if bridgeData.py fails to load (#1483) # Description Please include: - [x] relevant motivation - [x] a summary of the change - [ ] which issue is fixed. - [x] any additional dependencies that are required for this change. Fixes a small typo of "Bridg" in horde_bridge.sh Makes webui.sh skip asking for StreamLit/Gradio if --bridge is passed More detailed error messages if bridgeData.py is missing/malformed (previously it would only say no bridgeData found, which caused confusion when bridgeData did exist but was incorrectly formatted) # Checklist: - [x] I have changed the base branch to `dev` - [x] I have performed a self-review of my own code - [x] I have commented my code in hard-to-understand areas - [ ] I have made corresponding changes to the documentation Co-authored-by: mechanopixel --- horde_bridge.sh | 2 +- scripts/webui.py | 41 ++++++++++++++++++++++++++--------------- webui.sh | 7 +++++++ 3 files changed, 34 insertions(+), 16 deletions(-) diff --git a/horde_bridge.sh b/horde_bridge.sh index e4c2bbd..9ce2150 100644 --- a/horde_bridge.sh +++ b/horde_bridge.sh @@ -162,7 +162,7 @@ start_initialization () { echo "Your model file does not exist! Place it in 'models/ldm/stable-diffusion-v1' with the name 'model.ckpt'." exit 1 fi - printf "\nStarting Stable Horde Bridg: Please Wait...\n"; python scripts/relauncher.py --bridge -v "$@"; break; + printf "\nStarting Stable Horde Bridge: Please Wait...\n"; python scripts/relauncher.py --bridge -v "$@"; break; } diff --git a/scripts/webui.py b/scripts/webui.py index 263f9d7..a9787fc 100644 --- a/scripts/webui.py +++ b/scripts/webui.py @@ -2783,22 +2783,33 @@ if __name__ == '__main__': if opt.bridge: try: import bridgeData as cd - except: + except ModuleNotFoundError as e: + logger.warning("No bridgeData found. Falling back to default where no CLI args are set.") + logger.warning(str(e)) + except SyntaxError as e: + logger.warning("bridgeData found, but is malformed. Falling back to default where no CLI args are set.") + logger.warning(str(e)) + except Exception as e: logger.warning("No bridgeData found, use default where no CLI args are set") - class temp(object): - def __init__(self): - random.seed() - self.horde_url = "https://stablehorde.net" - # Give a cool name to your instance - self.horde_name = f"Automated Instance #{random.randint(-100000000, 100000000)}" - # The api_key identifies a unique user in the horde - self.horde_api_key = "0000000000" - # Put other users whose prompts you want to prioritize. - # The owner's username is always included so you don't need to add it here, unless you want it to have lower priority than another user - self.horde_priority_usernames = [] - self.horde_max_power = 8 - self.nsfw = True - cd = temp() + logger.warning(str(e)) + finally: + try: # check if cd exists (i.e. bridgeData loaded properly) + cd + except: # if not, create defaults + class temp(object): + def __init__(self): + random.seed() + self.horde_url = "https://stablehorde.net" + # Give a cool name to your instance + self.horde_name = f"Automated Instance #{random.randint(-100000000, 100000000)}" + # The api_key identifies a unique user in the horde + self.horde_api_key = "0000000000" + # Put other users whose prompts you want to prioritize. + # The owner's username is always included so you don't need to add it here, unless you want it to have lower priority than another user + self.horde_priority_usernames = [] + self.horde_max_power = 8 + self.nsfw = True + cd = temp() horde_api_key = opt.horde_api_key if opt.horde_api_key else cd.horde_api_key horde_name = opt.horde_name if opt.horde_name else cd.horde_name horde_url = opt.horde_url if opt.horde_url else cd.horde_url diff --git a/webui.sh b/webui.sh index 7fdce43..82580df 100755 --- a/webui.sh +++ b/webui.sh @@ -154,6 +154,13 @@ post_processor_model_loading () { # Show the user a prompt asking them which version of the WebUI they wish to use, Streamlit or Gradio launch_webui () { + # skip the prompt if --bridge command-line argument is detected + for arg in "$@"; do + if [ "$arg" == "--bridge" ]; then + python -u scripts/relauncher.py "$@" + return + fi + done printf "\n\n########## LAUNCH USING STREAMLIT OR GRADIO? ##########\n\n" printf "Do you wish to run the WebUI using the Gradio or StreamLit Interface?\n\n" printf "Streamlit: \nHas A More Modern UI \nMore Features Planned \nWill Be The Main UI Going Forward \nCurrently In Active Development \nMissing Some Gradio Features\n\n" From 1cc22b0984d62ff48de43e6001b74626a7afe56d Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Tue, 11 Oct 2022 01:27:44 -0700 Subject: [PATCH 03/87] Add option to select between lerp and slerp in txt2vid --- configs/webui/webui_streamlit.yaml | 17 ++++---- scripts/webui_streamlit.py | 68 +++++++++++++++--------------- 2 files changed, 43 insertions(+), 42 deletions(-) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index 92dc639..c6d2bc3 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -21,7 +21,7 @@ general: streamlit_telemetry: False default_theme: dark - huggingface_token: "" + huggingface_token: '' gpu: 0 outdir: outputs default_model: "Stable Diffusion v1.4" @@ -179,6 +179,7 @@ txt2vid: group_by_prompt: True write_info_files: True do_loop: False + use_lerp_for_text: False save_as_jpg: False use_GFPGAN: False use_RealESRGAN: False @@ -194,16 +195,16 @@ txt2vid: beta_start: value: 0.00085 - min_value: 0.0001 - max_value: 0.0300 - step: 0.0001 + min_value: 0.00010 + max_value: 0.03000 + step: 0.00010 format: "%.5f" beta_end: - value: 0.012 - min_value: 0.0001 - max_value: 0.0300 - step: 0.0001 + value: 0.01200 + min_value: 0.00010 + max_value: 0.03000 + step: 0.00010 format: "%.5f" beta_scheduler_type: "scaled_linear" diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 63f287f..63002ec 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -12,14 +12,14 @@ # GNU Affero General Public License for more details. # You should have received a copy of the GNU Affero General Public License -# along with this program. If not, see . +# along with this program. If not, see . # base webui import and utils. #import streamlit as st # We import hydralit like this to replace the previous stuff # we had with native streamlit as it lets ur replace things 1:1 -#import hydralit as st +#import hydralit as st from sd_utils import * # streamlit imports @@ -38,7 +38,7 @@ from omegaconf import OmegaConf if not "defaults" in st.session_state: st.session_state["defaults"] = {} - + st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") if (os.path.exists("configs/webui/userconfig_streamlit.yaml")): @@ -47,7 +47,7 @@ if (os.path.exists("configs/webui/userconfig_streamlit.yaml")): else: OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") - assert st.session_state.defaults == loaded + assert st.session_state.defaults == loaded if (os.path.exists(".streamlit/config.toml")): st.session_state["streamlit_config"] = toml.load(".streamlit/config.toml") @@ -66,7 +66,7 @@ except: # remove some annoying deprecation warnings that show every now and then. warnings.filterwarnings("ignore", category=DeprecationWarning) -warnings.filterwarnings("ignore", category=UserWarning) +warnings.filterwarnings("ignore", category=UserWarning) # this should force GFPGAN and RealESRGAN onto the selected gpu as well #os.environ["CUDA_DEVICE_ORDER"]="PCI_BUS_ID" # see issue #152 @@ -74,7 +74,7 @@ warnings.filterwarnings("ignore", category=UserWarning) # functions to load css locally OR remotely starts here. Options exist for future flexibility. Called as st.markdown with unsafe_allow_html as css injection -# TODO, maybe look into async loading the file especially for remote fetching +# TODO, maybe look into async loading the file especially for remote fetching def local_css(file_name): with open(file_name) as f: st.markdown(f'', unsafe_allow_html=True) @@ -97,7 +97,7 @@ def layout(): with st.empty(): # load css as an external file, function has an option to local or remote url. Potential use when running from cloud infra that might not have access to local path. load_css(True, 'frontend/css/streamlit.main.css') - + # check if the models exist on their respective folders with server_state_lock["GFPGAN_available"]: if os.path.exists(os.path.join(st.session_state["defaults"].general.GFPGAN_dir, f"{st.session_state['defaults'].general.GFPGAN_model}.pth")): @@ -107,20 +107,20 @@ def layout(): with server_state_lock["RealESRGAN_available"]: if os.path.exists(os.path.join(st.session_state["defaults"].general.RealESRGAN_dir, f"{st.session_state['defaults'].general.RealESRGAN_model}.pth")): - server_state["RealESRGAN_available"] = True + server_state["RealESRGAN_available"] = True else: - server_state["RealESRGAN_available"] = False + server_state["RealESRGAN_available"] = False - with st.sidebar: - tabs = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], + with st.sidebar: + tabs = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], iconName=['dashboard','model_training' ,'cloud_download', 'settings'], default_choice=0) - - # need to see how to get the icons to show for the hydralit option_bar + + # need to see how to get the icons to show for the hydralit option_bar #tabs = hc.option_bar([{'icon':'grid-outline','label':'Stable Diffusion'}, {'label':"Textual Inversion"}, #{'label':"Model Manager"},{'label':"Settings"}], #horizontal_orientation=False, #override_theme={'txc_inactive': 'white','menu_background':'#111', 'stVerticalBlock': '#111','txc_active':'yellow','option_active':'blue'}) - + if tabs =='Stable Diffusion': # set the page url and title st.experimental_set_query_params(page='stable-diffusion') @@ -128,50 +128,50 @@ def layout(): set_page_title("Stable Diffusion Playground") except NameError: st.experimental_rerun() - - txt2img_tab, img2img_tab, txt2vid_tab, img2txt_tab, concept_library_tab = st.tabs(["Text-to-Image", "Image-to-Image", - "Text-to-Video", "Image-To-Text", - "Concept Library"]) + + txt2img_tab, img2img_tab, txt2vid_tab, img2txt_tab, concept_library_tab = st.tabs(["Text-to-Image", "Image-to-Image", + "Text-to-Video", "Image-To-Text", + "Concept Library"]) #with home_tab: #from home import layout - #layout() - + #layout() + with txt2img_tab: from txt2img import layout layout() - + with img2img_tab: from img2img import layout layout() - + with txt2vid_tab: from txt2vid import layout layout() - + with img2txt_tab: from img2txt import layout - layout() - + layout() + with concept_library_tab: from sd_concept_library import layout - layout() - + layout() + # elif tabs == 'Model Manager': set_page_title("Model Manager - Stable Diffusion Playground") - + from ModelManager import layout layout() - - elif tabs == 'Textual Inversion': + + elif tabs == 'Textual Inversion': from textual_inversion import layout layout() - + elif tabs == 'Settings': set_page_title("Settings - Stable Diffusion Playground") - + from Settings import layout layout() - + if __name__ == '__main__': - layout() \ No newline at end of file + layout() \ No newline at end of file From 67f4c27ea26b94978f6c6f006f14a3871233c177 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Tue, 11 Oct 2022 21:52:28 -0700 Subject: [PATCH 04/87] Improved hot reloading for some model options like optimized and float16. --- requirements.txt | 6 ++++++ scripts/sd_utils.py | 48 +++++++++++++++++++++++++++++++++------------ 2 files changed, 42 insertions(+), 12 deletions(-) diff --git a/requirements.txt b/requirements.txt index 7ab31cf..d7fa462 100644 --- a/requirements.txt +++ b/requirements.txt @@ -34,8 +34,14 @@ streamlit-tensorboard==0.0.2 hydralit==1.0.14 hydralit_components==1.0.10 stqdm==0.0.4 + +# txt2vid +stable-diffusion-videos==0.5.3 diffusers==0.4.1 +# img2img inpainting +streamlit-drawable-canvas==0.9.2 + # Img2text ftfy==6.1.1 fairscale==0.4.4 diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index fa3f6cd..9ef0ca0 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -25,6 +25,7 @@ from streamlit import StopException, StreamlitAPIException #streamlit components section from streamlit_server_state import server_state, server_state_lock import hydralit_components as hc +import streamlit_nested_layout #other imports @@ -64,6 +65,7 @@ import piexif.helper from tqdm import trange from ldm.models.diffusion.ddim import DDIMSampler from ldm.util import ismap +import librosa # Temp imports @@ -229,14 +231,6 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if "progress_bar_text" in st.session_state: st.session_state["progress_bar_text"].text("") - - # Generate random run ID - # Used to link runs linked w/ continue_prev_run which is not yet implemented - # Use URL and filesystem safe version just in case. - st.session_state["run_id"] = base64.urlsafe_b64encode( - os.urandom(6) - ).decode("ascii") - # check what models we want to use and if the they are already loaded. with server_state_lock["LDSR"]: if use_LDSR: @@ -306,8 +300,32 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if "model" in server_state: if "model" in server_state and server_state["loaded_model"] == custom_model: - # TODO: check if the optimized mode was changed? - print("Model already loaded") + # if the float16 or no_half options have changed since the last time the model was loaded then we need to reload the model. + if ("float16" in server_state and server_state['float16'] != st.session_state['defaults'].general.use_float16) \ + or ("no_half" in server_state and server_state['no_half'] != st.session_state['defaults'].general.no_half) \ + or ("optimized" in server_state and server_state['optimized'] != st.session_state['defaults'].general.optimized): + + print ("Model options changed, deleting the model from memory.") + del server_state['float16'] + del server_state['no_half'] + + del server_state["model"] + del server_state["modelCS"] + del server_state["modelFS"] + del server_state["loaded_model"] + + del server_state['optimized'] + + server_state['float16'] = st.session_state['defaults'].general.use_float16 + server_state['no_half'] = st.session_state['defaults'].general.no_half + server_state['optimized'] = st.session_state['defaults'].general.optimized + + load_models(use_LDSR=st.session_state["use_LDSR"], LDSR_model=st.session_state["LDSR_model"], + use_GFPGAN=st.session_state["use_GFPGAN"], GFPGAN_model=st.session_state["GFPGAN_model"] , + use_RealESRGAN=st.session_state["use_RealESRGAN"], RealESRGAN_model=st.session_state["RealESRGAN_model"], + CustomModel_available=server_state["CustomModel_available"], custom_model=st.session_state["custom_model"]) + else: + print("Model already loaded") return else: @@ -329,7 +347,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m del st.session_state['textual_inversion'] # At this point the model is either - # not loaded yet or have been evicted: + # not loaded yet or have been deleted from memory: # load new model into memory server_state["custom_model"] = custom_model @@ -342,6 +360,10 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m server_state["modelFS"] = modelFS server_state["loaded_model"] = custom_model + server_state['float16'] = st.session_state['defaults'].general.use_float16 + server_state['no_half'] = st.session_state['defaults'].general.no_half + server_state['optimized'] = st.session_state['defaults'].general.optimized + #trying to disable multiprocessing as it makes it so streamlit cant stop when the # model is loaded in memory and you need to kill the process sometimes. @@ -2253,7 +2275,9 @@ def process_images( load_models(use_LDSR=use_LDSR, LDSR_model=LDSR_model_name, use_GFPGAN=use_GFPGAN, use_RealESRGAN=use_RealESRGAN, RealESRGAN_model=realesrgan_model_name) torch_gc() - cropped_faces, restored_faces, restored_img = server_state["GFPGAN"].enhance(x_sample[:,:,::-1], has_aligned=False, only_center_face=False, paste_back=True) + + with torch.autocast('cuda'): + cropped_faces, restored_faces, restored_img = server_state["GFPGAN"].enhance(x_sample[:,:,::-1], has_aligned=False, only_center_face=False, paste_back=True) gfpgan_sample = restored_img[:,:,::-1] gfpgan_image = Image.fromarray(gfpgan_sample) From ffdcbb4504f6d3d2a752de34146a2f90b899acb2 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 12 Oct 2022 00:08:38 -0700 Subject: [PATCH 05/87] Fixed issue with the do_loop option after it was removed. --- scripts/txt2vid.py | 65 +++++++++++++++++++++++++++------------------- 1 file changed, 39 insertions(+), 26 deletions(-) diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index 054b733..b9f2d42 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -14,6 +14,13 @@ # You should have received a copy of the GNU Affero General Public License # along with this program. If not, see . # base webui import and utils. + +""" +Implementation of Text to Video based on the +https://github.com/nateraw/stable-diffusion-videos +repo and the original gist script from +https://gist.github.com/karpathy/00103b0037c5aaea32fe1da1af553355 +""" from sd_utils import * # streamlit imports @@ -228,9 +235,9 @@ def load_diffusers_model(weights_path,torch_device): del st.session_state["weights_path"] st.session_state["weights_path"] = weights_path - st.session_state['float16'] = st.session_state['defaults'].general.use_float16 - st.session_state['no_half'] = st.session_state['defaults'].general.no_half - st.session_state['optimized'] = st.session_state['defaults'].general.optimized + server_state['float16'] = st.session_state['defaults'].general.use_float16 + server_state['no_half'] = st.session_state['defaults'].general.no_half + server_state['optimized'] = st.session_state['defaults'].general.optimized #if folder "models/diffusers/stable-diffusion-v1-4" exists, load the model from there if weights_path == "CompVis/stable-diffusion-v1-4": @@ -266,21 +273,21 @@ def load_diffusers_model(weights_path,torch_device): print("Tx2Vid Model Loaded") else: # if the float16 or no_half options have changed since the last time the model was loaded then we need to reload the model. - if ("float16" in st.session_state and st.session_state['float16'] != st.session_state['defaults'].general.use_float16) \ - or ("no_half" in st.session_state and st.session_state['no_half'] != st.session_state['defaults'].general.no_half) \ - or ("optimized" in st.session_state and st.session_state['optimized'] != st.session_state['defaults'].general.optimized): + if ("float16" in server_state and server_state['float16'] != st.session_state['defaults'].general.use_float16) \ + or ("no_half" in server_state and server_state['no_half'] != st.session_state['defaults'].general.no_half) \ + or ("optimized" in server_state and server_state['optimized'] != st.session_state['defaults'].general.optimized): - del st.session_state['float16'] - del st.session_state['no_half'] + del server_state['float16'] + del server_state['no_half'] with server_state_lock["pipe"]: del server_state["pipe"] torch_gc() - del st.session_state['optimized'] + del server_state['optimized'] - st.session_state['float16'] = st.session_state['defaults'].general.use_float16 - st.session_state['no_half'] = st.session_state['defaults'].general.no_half - st.session_state['optimized'] = st.session_state['defaults'].general.optimized + server_state['float16'] = st.session_state['defaults'].general.use_float16 + server_state['no_half'] = st.session_state['defaults'].general.no_half + server_state['optimized'] = st.session_state['defaults'].general.optimized load_diffusers_model(weights_path, torch_device) else: @@ -441,14 +448,9 @@ def txt2vid( SCHEDULERS = dict(default=default_scheduler, ddim=ddim_scheduler, klms=klms_scheduler) - #if "pipe" not in server_state: with st.session_state["progress_bar_text"].container(): with hc.HyLoader('Loading Models...', hc.Loaders.standard_loaders,index=[0]): - if "model" in st.session_state: - del st.session_state["model"] load_diffusers_model(weights_path, torch_device) - #else: - #print("Model already loaded") if "pipe" not in server_state: print('wtf') @@ -509,15 +511,19 @@ def txt2vid( frames = [] frame_index = 0 + second_count = 1 + st.session_state["total_frames_avg_duration"] = [] st.session_state["total_frames_avg_speed"] = [] try: - while frame_index < max_frames: + while second_count < max_frames: st.session_state["frame_duration"] = 0 st.session_state["frame_speed"] = 0 st.session_state["current_frame"] = frame_index + #print(f"Second: {second_count+1}/{max_frames}") + # sample the destination init2 = torch.randn((1, server_state["pipe"].unet.in_channels, height // 8, width // 8), device=torch_device) @@ -525,12 +531,12 @@ def txt2vid( start = timeit.default_timer() print(f"COUNT: {frame_index+1}/{max_frames}") - #if use_lerp_for_text: - #init = torch.lerp(init1, init2, float(t)) - #else: - #init = slerp(gpu, float(t), init1, init2) + if use_lerp_for_text: + init = torch.lerp(init1, init2, float(t)) + else: + init = slerp(gpu, float(t), init1, init2) - init = slerp(gpu, float(t), init1, init2) + #init = slerp(gpu, float(t), init1, init2) with autocast("cuda"): image = diffuse(server_state["pipe"], cond_embeddings, init, num_inference_steps, cfg_scale, eta) @@ -773,8 +779,14 @@ def layout(): st.session_state["write_info_files"] = st.checkbox("Write Info file", value=st.session_state['defaults'].txt2vid.write_info_files, help="Save a file next to the image with informartion about the generation.") - st.session_state["do_loop"] = st.checkbox("Do Loop", value=st.session_state['defaults'].txt2vid.do_loop, - help="Do loop") + + #st.session_state["do_loop"] = st.checkbox("Do Loop", value=st.session_state['defaults'].txt2vid.do_loop, help="Do loop") + st.session_state["use_lerp_for_text"] = st.checkbox("Use Lerp Instead of Slerp", value=st.session_state['defaults'].txt2vid.use_lerp_for_text, + help="Uses torch.lerp() instead of slerp. When interpolating between related prompts. \ + e.g. 'a lion in a grassy meadow' -> 'a bear in a grassy meadow' tends to keep the meadow \ + the whole way through when lerped, but slerping will often find a path where the meadow \ + disappears in the middle") + st.session_state["save_as_jpg"] = st.checkbox("Save samples as jpg", value=st.session_state['defaults'].txt2vid.save_as_jpg, help="Saves the images as jpg instead of png.") # @@ -913,7 +925,8 @@ def layout(): num_inference_steps=st.session_state.num_inference_steps, cfg_scale=cfg_scale, save_video_on_stop=save_video_on_stop, outdir=st.session_state["defaults"].general.outdir, - do_loop=st.session_state["do_loop"], + #do_loop=st.session_state["do_loop"], + use_lerp_for_text=st.session_state["use_lerp_for_text"], seeds=seed, quality=100, eta=0.0, width=width, height=height, weights_path=custom_model, scheduler=scheduler_name, disable_tqdm=False, beta_start=st.session_state['defaults'].txt2vid.beta_start.value, From c0cb6d072006a0874bf0b3a8cc562583b8c5135a Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 12 Oct 2022 09:41:49 -0700 Subject: [PATCH 06/87] Added librosa to the list of dependencies. --- requirements.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index d7fa462..a7cec69 100644 --- a/requirements.txt +++ b/requirements.txt @@ -37,7 +37,8 @@ stqdm==0.0.4 # txt2vid stable-diffusion-videos==0.5.3 -diffusers==0.4.1 +diffusers==0.4 +librosa==0.9.2 # img2img inpainting streamlit-drawable-canvas==0.9.2 From 3cb9b621301ed4c80cc5b99b1d859c0d07940f04 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 12 Oct 2022 11:03:59 -0700 Subject: [PATCH 07/87] Added config option to enable or disable hydralit. --- configs/webui/webui_streamlit.yaml | 3 +++ scripts/sd_utils.py | 5 +++-- scripts/webui_streamlit.py | 17 ++++++++++++++--- 3 files changed, 20 insertions(+), 5 deletions(-) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index c6d2bc3..c8c8719 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -62,6 +62,9 @@ general: update_preview: True update_preview_frequency: 10 +debug: + enable_hydralit: False + txt2img: prompt: width: diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 9ef0ca0..183b850 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -120,8 +120,9 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: modeldownload.updateModels() # -#app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", - #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) +#if st.session_state["defaults"].debug.enable_hydralit: +app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", + hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) # should and will be moved to a settings menu in the UI at some point diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 63002ec..cd2a478 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -88,10 +88,13 @@ def load_css(isLocal, nameOrURL): else: remote_css(nameOrURL) +@app.addapp("App") def layout(): """Layout functions to define all the streamlit layout here.""" - st.set_page_config(page_title="Stable Diffusion Playground", layout="wide") - #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", + if not st.session_state["defaults"].debug.enable_hydralit: + st.set_page_config(page_title="Stable Diffusion Playground", layout="wide") + + #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) with st.empty(): @@ -144,6 +147,10 @@ def layout(): from img2img import layout layout() + #with inpainting_tab: + #from inpainting import layout + #layout() + with txt2vid_tab: from txt2vid import layout layout() @@ -174,4 +181,8 @@ def layout(): layout() if __name__ == '__main__': - layout() \ No newline at end of file + + if st.session_state["defaults"].debug.enable_hydralit: + app.run() + else: + layout() From 863082cc0f6ba9efaff7694f4064dbaba05f9058 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 12 Oct 2022 12:00:06 -0700 Subject: [PATCH 08/87] Disabled the hydralit loader for full page when first opened. --- scripts/sd_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 183b850..0f93542 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -122,7 +122,7 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: # #if st.session_state["defaults"].debug.enable_hydralit: app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", - hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) + hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False, use_loader=False) # should and will be moved to a settings menu in the UI at some point From a74d9685ff491f15f6291f91c18903e66fdc024c Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 12 Oct 2022 12:58:40 -0700 Subject: [PATCH 09/87] Fixed issue when hydralit was not enabled. --- scripts/sd_utils.py | 9 ++- scripts/webui_streamlit.py | 160 +++++++++++++++++++------------------ 2 files changed, 89 insertions(+), 80 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 0f93542..686eefa 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -25,6 +25,7 @@ from streamlit import StopException, StreamlitAPIException #streamlit components section from streamlit_server_state import server_state, server_state_lock import hydralit_components as hc +from hydralit import HydraHeadApp import streamlit_nested_layout #other imports @@ -120,9 +121,11 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: modeldownload.updateModels() # -#if st.session_state["defaults"].debug.enable_hydralit: -app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", - hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False, use_loader=False) +if st.session_state["defaults"].debug.enable_hydralit: + app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", + hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False, use_loader=False) +else: + app = None # should and will be moved to a settings menu in the UI at some point diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index cd2a478..015a1d1 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -88,101 +88,107 @@ def load_css(isLocal, nameOrURL): else: remote_css(nameOrURL) -@app.addapp("App") -def layout(): - """Layout functions to define all the streamlit layout here.""" - if not st.session_state["defaults"].debug.enable_hydralit: - st.set_page_config(page_title="Stable Diffusion Playground", layout="wide") +class HomeApp(HydraHeadApp): + #wrap all your code in this method and you should be done + def run(self): - #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", - #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) +#def layout(): + """Layout functions to define all the streamlit layout here.""" + if not st.session_state["defaults"].debug.enable_hydralit: + st.set_page_config(page_title="Stable Diffusion Playground", layout="wide") - with st.empty(): - # load css as an external file, function has an option to local or remote url. Potential use when running from cloud infra that might not have access to local path. - load_css(True, 'frontend/css/streamlit.main.css') + #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", + #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) - # check if the models exist on their respective folders - with server_state_lock["GFPGAN_available"]: - if os.path.exists(os.path.join(st.session_state["defaults"].general.GFPGAN_dir, f"{st.session_state['defaults'].general.GFPGAN_model}.pth")): - server_state["GFPGAN_available"] = True - else: - server_state["GFPGAN_available"] = False + with st.empty(): + # load css as an external file, function has an option to local or remote url. Potential use when running from cloud infra that might not have access to local path. + load_css(True, 'frontend/css/streamlit.main.css') - with server_state_lock["RealESRGAN_available"]: - if os.path.exists(os.path.join(st.session_state["defaults"].general.RealESRGAN_dir, f"{st.session_state['defaults'].general.RealESRGAN_model}.pth")): - server_state["RealESRGAN_available"] = True - else: - server_state["RealESRGAN_available"] = False + # check if the models exist on their respective folders + with server_state_lock["GFPGAN_available"]: + if os.path.exists(os.path.join(st.session_state["defaults"].general.GFPGAN_dir, f"{st.session_state['defaults'].general.GFPGAN_model}.pth")): + server_state["GFPGAN_available"] = True + else: + server_state["GFPGAN_available"] = False - with st.sidebar: - tabs = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], - iconName=['dashboard','model_training' ,'cloud_download', 'settings'], default_choice=0) + with server_state_lock["RealESRGAN_available"]: + if os.path.exists(os.path.join(st.session_state["defaults"].general.RealESRGAN_dir, f"{st.session_state['defaults'].general.RealESRGAN_model}.pth")): + server_state["RealESRGAN_available"] = True + else: + server_state["RealESRGAN_available"] = False - # need to see how to get the icons to show for the hydralit option_bar - #tabs = hc.option_bar([{'icon':'grid-outline','label':'Stable Diffusion'}, {'label':"Textual Inversion"}, - #{'label':"Model Manager"},{'label':"Settings"}], - #horizontal_orientation=False, - #override_theme={'txc_inactive': 'white','menu_background':'#111', 'stVerticalBlock': '#111','txc_active':'yellow','option_active':'blue'}) + with st.sidebar: + tabs = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], + iconName=['dashboard','model_training' ,'cloud_download', 'settings'], default_choice=0) - if tabs =='Stable Diffusion': - # set the page url and title - st.experimental_set_query_params(page='stable-diffusion') - try: - set_page_title("Stable Diffusion Playground") - except NameError: - st.experimental_rerun() + # need to see how to get the icons to show for the hydralit option_bar + #tabs = hc.option_bar([{'icon':'grid-outline','label':'Stable Diffusion'}, {'label':"Textual Inversion"}, + #{'label':"Model Manager"},{'label':"Settings"}], + #horizontal_orientation=False, + #override_theme={'txc_inactive': 'white','menu_background':'#111', 'stVerticalBlock': '#111','txc_active':'yellow','option_active':'blue'}) - txt2img_tab, img2img_tab, txt2vid_tab, img2txt_tab, concept_library_tab = st.tabs(["Text-to-Image", "Image-to-Image", - "Text-to-Video", "Image-To-Text", - "Concept Library"]) - #with home_tab: - #from home import layout - #layout() + if tabs =='Stable Diffusion': + # set the page url and title + st.experimental_set_query_params(page='stable-diffusion') + try: + set_page_title("Stable Diffusion Playground") + except NameError: + st.experimental_rerun() - with txt2img_tab: - from txt2img import layout + txt2img_tab, img2img_tab, txt2vid_tab, img2txt_tab, concept_library_tab = st.tabs(["Text-to-Image", "Image-to-Image", + "Text-to-Video", "Image-To-Text", + "Concept Library"]) + #with home_tab: + #from home import layout + #layout() + + with txt2img_tab: + from txt2img import layout + layout() + + with img2img_tab: + from img2img import layout + layout() + + #with inpainting_tab: + #from inpainting import layout + #layout() + + with txt2vid_tab: + from txt2vid import layout + layout() + + with img2txt_tab: + from img2txt import layout + layout() + + with concept_library_tab: + from sd_concept_library import layout + layout() + + # + elif tabs == 'Model Manager': + set_page_title("Model Manager - Stable Diffusion Playground") + + from ModelManager import layout layout() - with img2img_tab: - from img2img import layout + elif tabs == 'Textual Inversion': + from textual_inversion import layout layout() - #with inpainting_tab: - #from inpainting import layout - #layout() + elif tabs == 'Settings': + set_page_title("Settings - Stable Diffusion Playground") - with txt2vid_tab: - from txt2vid import layout + from Settings import layout layout() - with img2txt_tab: - from img2txt import layout - layout() - - with concept_library_tab: - from sd_concept_library import layout - layout() - - # - elif tabs == 'Model Manager': - set_page_title("Model Manager - Stable Diffusion Playground") - - from ModelManager import layout - layout() - - elif tabs == 'Textual Inversion': - from textual_inversion import layout - layout() - - elif tabs == 'Settings': - set_page_title("Settings - Stable Diffusion Playground") - - from Settings import layout - layout() - if __name__ == '__main__': if st.session_state["defaults"].debug.enable_hydralit: + app.add_app("App", HomeApp(), is_unsecure=True) app.run() else: - layout() + #app.add_app("", HomeApp(), is_unsecure=True) + #app.run() + HomeApp().run() From 7ebc29fa3c67eb6e046a4830eeb6013bb9c19946 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 12 Oct 2022 22:33:54 -0700 Subject: [PATCH 10/87] Added files for tag autocomplete for danbooru and e621 in case someone wants to implement that into the text area for the prompt. --- data/tags/config.json | 26 + data/tags/danbooru.csv | 109721 ++++++++++++++++++++++++++++++++++++++ data/tags/e621.csv | 66094 +++++++++++++++++++++++ 3 files changed, 175841 insertions(+) create mode 100644 data/tags/config.json create mode 100644 data/tags/danbooru.csv create mode 100644 data/tags/e621.csv diff --git a/data/tags/config.json b/data/tags/config.json new file mode 100644 index 0000000..a2a5bab --- /dev/null +++ b/data/tags/config.json @@ -0,0 +1,26 @@ +{ + "tagFile": "danbooru.csv", + "maxResults": 5, + "replaceUnderscores": true, + "escapeParentheses": true, + "colors": { + "danbooru": { + "0": ["lightblue", "dodgerblue"], + "1": ["indianred", "firebrick"], + "3": ["violet", "darkorchid"], + "4": ["lightgreen", "darkgreen"], + "5": ["orange", "darkorange"] + }, + "e621": { + "-1": ["red", "maroon"], + "0": ["lightblue", "dodgerblue"], + "1": ["gold", "goldenrod"], + "3": ["violet", "darkorchid"], + "4": ["lightgreen", "darkgreen"], + "5": ["tomato", "darksalmon"], + "6": ["red", "maroon"], + "7": ["whitesmoke", "black"], + "8": ["seagreen", "darkseagreen"] + } + } +} \ No newline at end of file diff --git a/data/tags/danbooru.csv b/data/tags/danbooru.csv new file mode 100644 index 0000000..07c2038 --- /dev/null +++ b/data/tags/danbooru.csv @@ -0,0 +1,109721 @@ +1girl,0 +solo,0 +highres,5 +long_hair,0 +commentary_request,5 +breasts,0 +looking_at_viewer,0 +blush,0 +smile,0 +short_hair,0 +open_mouth,0 +bangs,0 +blue_eyes,0 +multiple_girls,0 +skirt,0 +blonde_hair,0 +large_breasts,0 +brown_hair,0 +simple_background,0 +shirt,0 +black_hair,0 +hair_ornament,0 +absurdres,5 +red_eyes,0 +thighhighs,0 +hat,0 +gloves,0 +1boy,0 +bad_id,5 +long_sleeves,0 +white_background,0 +dress,0 +original,3 +ribbon,0 +bow,0 +touhou,3 +navel,0 +bad_pixiv_id,5 +2girls,0 +photoshop_(medium),5 +holding,0 +animal_ears,0 +cleavage,0 +hair_between_eyes,0 +bare_shoulders,0 +brown_eyes,0 +twintails,0 +medium_breasts,0 +commentary,5 +jewelry,0 +sitting,0 +very_long_hair,0 +underwear,0 +closed_mouth,0 +nipples,0 +school_uniform,0 +green_eyes,0 +blue_hair,0 +standing,0 +purple_eyes,0 +collarbone,0 +panties,0 +monochrome,0 +tail,0 +jacket,0 +translated,5 +swimsuit,0 +full_body,0 +closed_eyes,0 +hair_ribbon,0 +kantai_collection,3 +yellow_eyes,0 +weapon,0 +ponytail,0 +upper_body,0 +purple_hair,0 +ass,0 +pink_hair,0 +white_shirt,0 +comic,0 +braid,0 +flower,0 +ahoge,0 +:d,0 +short_sleeves,0 +hair_bow,0 +greyscale,0 +hetero,0 +white_hair,0 +male_focus,0 +heart,0 +pantyhose,0 +bikini,0 +sidelocks,0 +thighs,0 +nude,0 +red_hair,0 +cowboy_shot,0 +pleated_skirt,0 +sweat,0 +hairband,0 +translation_request,5 +small_breasts,0 +earrings,0 +multicolored_hair,0 +boots,0 +grey_hair,0 +lying,0 +censored,0 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d9a163b1b03bcda717f6dc73517ebfdfe01f2063 Mon Sep 17 00:00:00 2001 From: Thomas Mello Date: Fri, 14 Oct 2022 14:54:35 +0300 Subject: [PATCH 11/87] chore: bump Gradio to 3.4.1 (#1520) * update gradio * fix some glaring styling issues Note: the server message has changed and now the address `0.0.0.0:7680` is shown by default which might not work in browsers. The server is still accessible through `localhost`/real ip address --- frontend/css/styles.css | 8 ++++++++ frontend/frontend.py | 4 ++-- requirements.txt | 2 +- 3 files changed, 11 insertions(+), 3 deletions(-) diff --git a/frontend/css/styles.css b/frontend/css/styles.css index 68e2d44..42f0197 100644 --- a/frontend/css/styles.css +++ b/frontend/css/styles.css @@ -88,3 +88,11 @@ input[type=number]:disabled { -moz-appearance: textfield; } /* fix buttons layouts */ } + +/* Gradio 3.4 FIXES */ +#prompt_row button { + max-width: 20ch; +} +#text2img_col2 { + flex-grow: 2 !important; +} diff --git a/frontend/frontend.py b/frontend/frontend.py index 24a0578..1db87a8 100644 --- a/frontend/frontend.py +++ b/frontend/frontend.py @@ -65,7 +65,7 @@ def draw_gradio_ui(opt, img2img=lambda x: x, txt2img=lambda x: x, imgproc=lambda txt2img_dimensions_info_text_box = gr.Textbox( label="Aspect ratio (4:3 = 1.333 | 16:9 = 1.777 | 21:9 = 2.333)") - with gr.Column(): + with gr.Column(elem_id="text2img_col2"): with gr.Box(): output_txt2img_gallery = gr.Gallery(label="Images", elem_id="txt2img_gallery_output").style( grid=[4, 4]) @@ -312,7 +312,7 @@ def draw_gradio_ui(opt, img2img=lambda x: x, txt2img=lambda x: x, imgproc=lambda label='Batch count (how many batches of images to generate)', value=img2img_defaults['n_iter']) img2img_dimensions_info_text_box = gr.Textbox( - label="Aspect ratio (4:3 = 1.333 | 16:9 = 1.777 | 21:9 = 2.333)") + label="Aspect ratio (4:3 = 1.333 | 16:9 = 1.777 | 21:9 = 2.333)", lines="2") with gr.Column(): img2img_steps = gr.Slider(minimum=1, maximum=250, step=1, label="Sampling Steps", value=img2img_defaults['ddim_steps']) diff --git a/requirements.txt b/requirements.txt index a7cec69..21cb511 100644 --- a/requirements.txt +++ b/requirements.txt @@ -22,7 +22,7 @@ omegaconf==2.2.3 Jinja2==3.1.2 # Jinja2 is required by Gradio # Environment Dependencies for WebUI (gradio) -gradio==3.1.6 +gradio==3.4.1 # Environment Dependencies for WebUI (streamlit) streamlit==1.13.0 From 0df69930953351b061e2969e2476a5415e54db51 Mon Sep 17 00:00:00 2001 From: hlky <106811348+hlky@users.noreply.github.com> Date: Fri, 14 Oct 2022 18:46:38 +0100 Subject: [PATCH 12/87] Delete .idea directory --- .idea/.gitignore | 11 ----------- 1 file changed, 11 deletions(-) delete mode 100644 .idea/.gitignore diff --git a/.idea/.gitignore b/.idea/.gitignore deleted file mode 100644 index 9c6244e..0000000 --- a/.idea/.gitignore +++ /dev/null @@ -1,11 +0,0 @@ -# Default ignored files -/shelf/ -/workspace.xml -# Editor-based HTTP Client requests -/httpRequests/ -# Datasource local storage ignored files -/dataSources/ -/dataSources.local.xml - -*.pyc -.idea From 8d2cf46fbc464949feee41db8770ae0e0422a3c3 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Fri, 14 Oct 2022 12:09:47 -0700 Subject: [PATCH 13/87] Added first implementation to support the stable horde bridge on the streamlit version. --- scripts/img2img.py | 4 +- scripts/sd_utils.py | 228 ++++++++++++++++++++++++++---- scripts/txt2img.py | 21 ++- scripts/txt2vid.py | 26 ++-- scripts/webui_streamlit.py | 275 ++++++++++++++++++++++++------------- 5 files changed, 411 insertions(+), 143 deletions(-) diff --git a/scripts/img2img.py b/scripts/img2img.py index a0ddb3d..3cf6928 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -49,7 +49,7 @@ def img2img(prompt: str = '', init_info: any = None, init_info_mask: any = None, mask_restore: bool = False, ddim_steps: int = 50, sampler_name: str = 'DDIM', n_iter: int = 1, cfg_scale: float = 7.5, denoising_strength: float = 0.8, seed: int = -1, noise_mode: int = 0, find_noise_steps: str = "", height: int = 512, width: int = 512, resize_mode: int = 0, fp = None, - variant_amount: float = None, variant_seed: int = None, ddim_eta:float = 0.0, + variant_amount: float = 0.0, variant_seed: int = None, ddim_eta:float = 0.0, write_info_files:bool = True, separate_prompts:bool = False, normalize_prompt_weights:bool = True, save_individual_images: bool = True, save_grid: bool = True, group_by_prompt: bool = True, save_as_jpg: bool = True, use_GFPGAN: bool = True, GFPGAN_model: str = 'GFPGANv1.4', @@ -202,7 +202,7 @@ def img2img(prompt: str = '', init_info: any = None, init_info_mask: any = None, samples_ddim = K.sampling.__dict__[f'sample_{sampler.get_sampler_name()}'](model_wrap_cfg, xi, sigma_sched, extra_args={'cond': conditioning, 'uncond': unconditional_conditioning, 'cond_scale': cfg_scale, 'mask': z_mask, 'x0': x0, 'xi': xi}, disable=False, - callback=generation_callback) + callback=generation_callback if not server_state["bridge"] else None) else: x0, z_mask = init_data diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 686eefa..7108fcf 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -66,8 +66,10 @@ import piexif.helper from tqdm import trange from ldm.models.diffusion.ddim import DDIMSampler from ldm.util import ismap +from typing import Dict +from io import BytesIO import librosa - +from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS # Temp imports #from basicsr.utils.registry import ARCH_REGISTRY @@ -121,11 +123,12 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: modeldownload.updateModels() # -if st.session_state["defaults"].debug.enable_hydralit: - app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", - hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False, use_loader=False) -else: - app = None +#if st.session_state["defaults"].debug.enable_hydralit: + #navbar_theme = {'txc_inactive': '#FFFFFF','menu_background':'#0e1117','txc_active':'black','option_active':'red'} + #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", use_cookie_cache=False, sidebar_state="expanded", layout="wide", navbar_theme=navbar_theme, + #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False, use_loader=False) +#else: + #app = None # should and will be moved to a settings menu in the UI at some point @@ -288,7 +291,8 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m # We first remove the variable in case it has something there, # some errors can load the model incorrectly and leave things in memory. del server_state["RealESRGAN"] - except KeyError: + except KeyError as e: + print (e) pass if os.path.exists(st.session_state["defaults"].general.RealESRGAN_dir): @@ -339,7 +343,8 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m del server_state["modelFS"] del server_state["loaded_model"] - except KeyError: + except KeyError as e: + print (e) pass # if the model from txt2vid is in memory we need to remove it to improve performance. @@ -373,7 +378,8 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m try: server_state["model"].args.use_multiprocessing_for_evaluation = False - except AttributeError: + except AttributeError as e: + print (e) pass if st.session_state.defaults.general.enable_attention_slicing: @@ -966,6 +972,7 @@ class LDSR(): log["sample_noquant"] = x_sample_noquant log["sample_diff"] = torch.abs(x_sample_noquant - x_sample) except: + print("Error with LDSR") pass log["sample"] = x_sample @@ -1443,7 +1450,8 @@ def generation_callback(img, i=0): try: if i == 0: if img['i']: i = img['i'] - except TypeError: + except TypeError as e: + #print (e) pass if st.session_state.update_preview and\ @@ -1474,28 +1482,40 @@ def generation_callback(img, i=0): # update image on the UI so we can see the progress - st.session_state["preview_image"].image(pil_image) + if "preview_image" in st.session_state: + st.session_state["preview_image"].image(pil_image) # Show a progress bar so we can keep track of the progress even when the image progress is not been shown, # Dont worry, it doesnt affect the performance. if st.session_state["generation_mode"] == "txt2img": percent = int(100 * float(i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps)/float(st.session_state.sampling_steps)) - st.session_state["progress_bar_text"].text( - f"Running step: {i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps}/{st.session_state.sampling_steps} {percent if percent < 100 else 100}%") + + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text( + f"Running step: {i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps}/{st.session_state.sampling_steps} {percent if percent < 100 else 100}%") else: if st.session_state["generation_mode"] == "img2img": round_sampling_steps = round(st.session_state.sampling_steps * st.session_state["denoising_strength"]) percent = int(100 * float(i+1 if i+1 < round_sampling_steps else round_sampling_steps)/float(round_sampling_steps)) - st.session_state["progress_bar_text"].text( - f"""Running step: {i+1 if i+1 < round_sampling_steps else round_sampling_steps}/{round_sampling_steps} {percent if percent < 100 else 100}%""") + + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text( + f"""Running step: {i+1 if i+1 < round_sampling_steps else round_sampling_steps}/{round_sampling_steps} {percent if percent < 100 else 100}%""") else: if st.session_state["generation_mode"] == "txt2vid": percent = int(100 * float(i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps)/float(st.session_state.sampling_steps)) - st.session_state["progress_bar_text"].text( - f"Running step: {i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps}/{st.session_state.sampling_steps}" - f"{percent if percent < 100 else 100}%") - st.session_state["progress_bar"].progress(percent if percent < 100 else 100) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text( + f"Running step: {i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps}/{st.session_state.sampling_steps}" + f"{percent if percent < 100 else 100}%") + + if "progress_bar" in st.session_state: + try: + st.session_state["progress_bar"].progress(percent if percent < 100 else 100) + except UnboundLocalError as e: + #print(e) + pass prompt_parser = re.compile(""" @@ -2242,7 +2262,9 @@ def process_images( sanitized_prompt = slugify(prompts[i]) percent = i / len(x_samples_ddim) - st.session_state["progress_bar"].progress(percent if percent < 100 else 100) + + if "progress_bar" in st.session_state: + st.session_state["progress_bar"].progress(percent if percent < 100 else 100) if sort_samples: full_path = os.path.join(os.getcwd(), sample_path, sanitized_prompt) @@ -2269,11 +2291,13 @@ def process_images( original_sample = x_sample original_filename = filename - st.session_state["preview_image"].image(image) + if "preview_image" in st.session_state: + st.session_state["preview_image"].image(image) # if use_GFPGAN and server_state["GFPGAN"] is not None and not use_RealESRGAN and not use_LDSR: - st.session_state["progress_bar_text"].text("Running GFPGAN on image %d of %d..." % (i+1, len(x_samples_ddim))) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text("Running GFPGAN on image %d of %d..." % (i+1, len(x_samples_ddim))) if server_state["GFPGAN"].name != GFPGAN_model: load_models(use_LDSR=use_LDSR, LDSR_model=LDSR_model_name, use_GFPGAN=use_GFPGAN, use_RealESRGAN=use_RealESRGAN, RealESRGAN_model=realesrgan_model_name) @@ -2304,7 +2328,8 @@ def process_images( # elif use_RealESRGAN and server_state["RealESRGAN"] is not None and not use_GFPGAN: - st.session_state["progress_bar_text"].text("Running RealESRGAN on image %d of %d..." % (i+1, len(x_samples_ddim))) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text("Running RealESRGAN on image %d of %d..." % (i+1, len(x_samples_ddim))) #skip_save = True # #287 >_> torch_gc() @@ -2334,7 +2359,8 @@ def process_images( # elif use_LDSR and "LDSR" in server_state and not use_GFPGAN: print ("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) - st.session_state["progress_bar_text"].text("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) #skip_save = True # #287 >_> torch_gc() @@ -2367,7 +2393,8 @@ def process_images( # elif use_LDSR and "LDSR" in server_state and use_GFPGAN and "GFPGAN" in server_state: print ("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) - st.session_state["progress_bar_text"].text("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) if server_state["GFPGAN"].name != GFPGAN_model: load_models(use_LDSR=use_LDSR, LDSR_model=LDSR_model_name, use_GFPGAN=use_GFPGAN, use_RealESRGAN=use_RealESRGAN, RealESRGAN_model=realesrgan_model_name) @@ -2406,7 +2433,8 @@ def process_images( grid_captions.append( captions[i] + "\ngfpgan-ldsr" ) elif use_RealESRGAN and server_state["RealESRGAN"] is not None and use_GFPGAN and server_state["GFPGAN"] is not None: - st.session_state["progress_bar_text"].text("Running GFPGAN+RealESRGAN on image %d of %d..." % (i+1, len(x_samples_ddim))) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text("Running GFPGAN+RealESRGAN on image %d of %d..." % (i+1, len(x_samples_ddim))) #skip_save = True # #287 >_> torch_gc() cropped_faces, restored_faces, restored_img = server_state["GFPGAN"].enhance(x_sample[:,:,::-1], has_aligned=False, only_center_face=False, paste_back=True) @@ -2483,8 +2511,11 @@ def process_images( # Constrain the final preview image to 1440x900 so we're not sending huge amounts of data # to the browser preview_image = constrain_image(preview_image, 1440, 900) - st.session_state["progress_bar_text"].text("Finished!") - st.session_state["preview_image"].image(preview_image) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text("Finished!") + + if "preview_image" in st.session_state: + st.session_state["preview_image"].image(preview_image) if prompt_matrix or save_grid: if prompt_matrix: @@ -2583,3 +2614,144 @@ def convert_pt_to_bin_and_load(input_file, text_encoder, tokenizer, placeholder_ torch.save(params_dict, "learned_embeds.bin") load_learned_embed_in_clip("learned_embeds.bin", text_encoder, tokenizer, placeholder_token) print("loaded", placeholder_token) + +# +def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist): + current_id = None + current_payload = None + loop_retry = 0 + while True: + if loop_retry > 10 and current_id: + print(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") + current_id = None + current_payload = None + current_generation = None + loop_retry = 0 + elif current_id: + print(f"Retrying ({loop_retry}/10) for generation id {current_id}...") + gen_dict = { + "name": horde_name, + "max_pixels": horde_max_pixels, + "priority_usernames": priority_usernames, + "nsfw": horde_nsfw, + "blacklist": horde_blacklist, + } + headers = {"apikey": api_key} + if current_id: + loop_retry += 1 + else: + try: + pop_req = requests.post(horde_url + '/api/v2/generate/pop', json = gen_dict, headers = headers) + except requests.exceptions.ConnectionError: + print(f"Server {horde_url} unavailable during pop. Waiting 10 seconds...") + time.sleep(10) + continue + except requests.exceptions.JSONDecodeError(): + print(f"Server {horde_url} unavailable during pop. Waiting 10 seconds...") + time.sleep(10) + continue + try: + pop = pop_req.json() + except json.decoder.JSONDecodeError: + print(f"Could not decode response from {horde_url} as json. Please inform its administrator!") + time.sleep(interval) + continue + if pop == None: + print(f"Something has gone wrong with {horde_url}. Please inform its administrator!") + time.sleep(interval) + continue + if not pop_req.ok: + message = pop['message'] + print(f"During gen pop, server {horde_url} responded with status code {pop_req.status_code}: {pop['message']}. Waiting for 10 seconds...") + if 'errors' in pop: + print(f"Detailed Request Errors: {pop['errors']}") + time.sleep(10) + continue + if not pop.get("id"): + skipped_info = pop.get('skipped') + if skipped_info and len(skipped_info): + skipped_info = f" Skipped Info: {skipped_info}." + else: + skipped_info = '' + print(f"Server {horde_url} has no valid generations to do for us.{skipped_info}") + time.sleep(interval) + continue + current_id = pop['id'] + print(f"Request with id {current_id} picked up. Initiating work...") + current_payload = pop['payload'] + if 'toggles' in current_payload and current_payload['toggles'] == None: + print(f"Received Bad payload: {pop}") + current_id = None + current_payload = None + current_generation = None + loop_retry = 0 + time.sleep(10) + continue + + print (current_payload) + current_payload['toggles'] = current_payload.get('toggles', [1,4]) + # In bridge-mode, matrix is prepared on the horde and split in multiple nodes + if 0 in current_payload['toggles']: + current_payload['toggles'].remove(0) + if 8 not in current_payload['toggles']: + if horde_censor_nsfw and not horde_nsfw: + current_payload['toggles'].append(8) + elif any(word in current_payload['prompt'] for word in horde_censorlist): + current_payload['toggles'].append(8) + + # load the model for stable horde if its not in memory already + load_models(use_GFPGAN=True) + + from txt2img import txt2img + + + """{'prompt': 'Centred Husky, inside spiral with circular patterns, trending on dribbble, knotwork, spirals, key patterns, + zoomorphics, ', 'ddim_steps': 30, 'n_iter': 1, 'sampler_name': 'DDIM', 'cfg_scale': 16.0, 'seed': '3405278433', 'height': 512, 'width': 512}""" + + #images, seed, info, stats = txt2img(**current_payload) + images, seed, info, stats = txt2img(str(current_payload['prompt']), int(current_payload['ddim_steps']), str(current_payload['sampler_name']), + int(current_payload['n_iter']), 1, float(current_payload["cfg_scale"]), str(current_payload["seed"]), + int(current_payload["height"]), int(current_payload["width"])) + + buffer = BytesIO() + # We send as WebP to avoid using all the horde bandwidth + images[0].save(buffer, format="WebP", quality=90) + # logger.info(info) + submit_dict = { + "id": current_id, + "generation": base64.b64encode(buffer.getvalue()).decode("utf8"), + "api_key": api_key, + "seed": seed, + "max_pixels": horde_max_pixels, + } + current_generation = seed + while current_id and current_generation != None: + try: + submit_req = requests.post(horde_url + '/api/v2/generate/submit', json = submit_dict, headers = headers) + try: + submit = submit_req.json() + except json.decoder.JSONDecodeError: + print(f"Something has gone wrong with {horde_url} during submit. Please inform its administrator! (Retry {loop_retry}/10)") + time.sleep(interval) + continue + if submit_req.status_code == 404: + print(f"The generation we were working on got stale. Aborting!") + elif not submit_req.ok: + print(f"During gen submit, server {horde_url} responded with status code {submit_req.status_code}: {submit['message']}. Waiting for 10 seconds... (Retry {loop_retry}/10)") + if 'errors' in submit: + print(f"Detailed Request Errors: {submit['errors']}") + time.sleep(10) + continue + else: + print(f'Submitted generation with id {current_id} and contributed for {submit_req.json()["reward"]}') + current_id = None + current_payload = None + current_generation = None + loop_retry = 0 + except requests.exceptions.ConnectionError: + print(f"Server {horde_url} unavailable during submit. Waiting 10 seconds... (Retry {loop_retry}/10)") + time.sleep(10) + continue + time.sleep(interval) + + diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 2b55b73..3a04bda 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -91,12 +91,14 @@ class plugin_info(): displayPriority = 1 # +#@query('test') +#@GET('txt2img') def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_size: int, cfg_scale: float, seed: Union[int, str, None], height: int, width: int, separate_prompts:bool = False, normalize_prompt_weights:bool = True, save_individual_images: bool = True, save_grid: bool = True, group_by_prompt: bool = True, save_as_jpg: bool = True, use_GFPGAN: bool = True, GFPGAN_model: str = 'GFPGANv1.3', use_RealESRGAN: bool = False, RealESRGAN_model: str = "RealESRGAN_x4plus_anime_6B", use_LDSR: bool = True, LDSR_model: str = "model", - fp = None, variant_amount: float = None, + fp = None, variant_amount: float = 0.0, variant_seed: int = None, ddim_eta:float = 0.0, write_info_files:bool = True): outpath = st.session_state['defaults'].general.outdir_txt2img @@ -127,8 +129,9 @@ def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_ def sample(init_data, x, conditioning, unconditional_conditioning, sampler_name): samples_ddim, _ = sampler.sample(S=ddim_steps, conditioning=conditioning, batch_size=int(x.shape[0]), shape=x[0].shape, verbose=False, unconditional_guidance_scale=cfg_scale, - unconditional_conditioning=unconditional_conditioning, eta=ddim_eta, x_T=x, img_callback=generation_callback, - log_every_t=int(st.session_state.update_preview_frequency)) + unconditional_conditioning=unconditional_conditioning, eta=ddim_eta, x_T=x, + img_callback=generation_callback if not server_state["bridge"] else None, + log_every_t=int(st.session_state.update_preview_frequency if not server_state["bridge"] else 100)) return samples_ddim @@ -148,11 +151,11 @@ def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_ width=width, height=height, prompt_matrix=separate_prompts, - use_GFPGAN=st.session_state["use_GFPGAN"], - GFPGAN_model=st.session_state["GFPGAN_model"], - use_RealESRGAN=st.session_state["use_RealESRGAN"], + use_GFPGAN=use_GFPGAN, + GFPGAN_model=GFPGAN_model, + use_RealESRGAN=use_RealESRGAN, realesrgan_model_name=RealESRGAN_model, - use_LDSR=st.session_state["use_LDSR"], + use_LDSR=use_LDSR, LDSR_model_name=LDSR_model, ddim_eta=ddim_eta, normalize_prompt_weights=normalize_prompt_weights, @@ -276,6 +279,10 @@ def layout(): index=sampler_name_list.index(st.session_state['defaults'].txt2img.default_sampler), help="Sampling method to use. Default: k_euler") with st.expander("Advanced"): + #with st.expander("Bridge"): + #use_bridge = st.checkbox("Use Stable Horde bridge", value=False, help="Use the stable horde bridge to generate images.") + #stable_horde_key = st.text_input("Stable Horde Api Key", value='', help="Optional Api Key used for the Stable Horde Bridge.") + with st.expander("Output Settings"): separate_prompts = st.checkbox("Create Prompt Matrix.", value=st.session_state['defaults'].txt2img.separate_prompts, help="Separate multiple prompts using the `|` character, and get all combinations of them.") diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index b9f2d42..720cc73 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -32,7 +32,7 @@ from streamlit_server_state import server_state, server_state_lock #other imports -import os +import os, sys from PIL import Image import torch import numpy as np @@ -197,13 +197,16 @@ def diffuse( frames_percent = int(100 * float(st.session_state.current_frame if st.session_state.current_frame < st.session_state.max_frames else st.session_state.max_frames)/float( st.session_state.max_frames)) - st.session_state["progress_bar_text"].text( - f"Running step: {i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps}/{st.session_state.sampling_steps} " + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text( + f"Running step: {i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps}/{st.session_state.sampling_steps} " f"{percent if percent < 100 else 100}% {inference_progress}{duration:.2f}{speed} | " f"Frame: {st.session_state.current_frame + 1 if st.session_state.current_frame < st.session_state.max_frames else st.session_state.max_frames}/{st.session_state.max_frames} " f"{frames_percent if frames_percent < 100 else 100}% {st.session_state.frame_duration:.2f}{st.session_state.frame_speed}" - ) - st.session_state["progress_bar"].progress(percent if percent < 100 else 100) + ) + + if "progress_bar" in st.session_state: + st.session_state["progress_bar"].progress(percent if percent < 100 else 100) except KeyError: raise StopException @@ -295,12 +298,14 @@ def load_diffusers_model(weights_path,torch_device): except (EnvironmentError, OSError) as e: if "huggingface_token" not in st.session_state or st.session_state["defaults"].general.huggingface_token == "None": - st.session_state["progress_bar_text"].error( - "You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token." - ) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].error( + "You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token." + ) raise OSError("You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token.") else: - st.session_state["progress_bar_text"].error(e) + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].error(e) # def save_video_to_disk(frames, seeds, sanitized_prompt, fps=6,save_video=True, outdir='outputs'): @@ -558,7 +563,8 @@ def txt2vid( #if st.session_state["use_GFPGAN"] and server_state["GFPGAN"] is not None and not st.session_state["use_RealESRGAN"]: if st.session_state["use_GFPGAN"] and server_state["GFPGAN"] is not None: #print("Running GFPGAN on image ...") - st.session_state["progress_bar_text"].text("Running GFPGAN on image ...") + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].text("Running GFPGAN on image ...") #skip_save = True # #287 >_> torch_gc() cropped_faces, restored_faces, restored_img = server_state["GFPGAN"].enhance(np.array(image)[:,:,::-1], has_aligned=False, only_center_face=False, paste_back=True) diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 015a1d1..dfdc56f 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -35,6 +35,7 @@ import warnings import os, toml import k_diffusion as K from omegaconf import OmegaConf +import argparse if not "defaults" in st.session_state: st.session_state["defaults"] = {} @@ -45,24 +46,48 @@ if (os.path.exists("configs/webui/userconfig_streamlit.yaml")): user_defaults = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") st.session_state["defaults"] = OmegaConf.merge(st.session_state["defaults"], user_defaults) else: - OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") - loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") - assert st.session_state.defaults == loaded + OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") + loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") + assert st.session_state.defaults == loaded if (os.path.exists(".streamlit/config.toml")): - st.session_state["streamlit_config"] = toml.load(".streamlit/config.toml") + st.session_state["streamlit_config"] = toml.load(".streamlit/config.toml") # end of imports #--------------------------------------------------------------------------------------------------------------- +help = """ +A double dash (`--`) is used to separate streamlit arguments from app arguments. +As a result using "streamlit run webui_streamlit.py --headless" +will show the help for streamlit itself and not pass any argument to our app, +we need to use "streamlit run webui_streamlit.py -- --headless" +in order to pass a command argument to this app.""" +parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter) + +parser.add_argument("--headless", action='store_true', help="Don't launch web server, util if you just want to run the stable horde bridge.", default=False) + +parser.add_argument("--bridge", action='store_true', help="don't launch web server, but make this instance into a Horde bridge.", default=False) +parser.add_argument('--horde_api_key', action="store", required=False, type=str, help="The API key corresponding to the owner of this Horde instance") +parser.add_argument('--horde_name', action="store", required=False, type=str, help="The server name for the Horde. It will be shown to the world and there can be only one.") +parser.add_argument('--horde_url', action="store", required=False, type=str, help="The SH Horde URL. Where the bridge will pickup prompts and send the finished generations.") +parser.add_argument('--horde_priority_usernames',type=str, action='append', required=False, help="Usernames which get priority use in this horde instance. The owner's username is always in this list.") +parser.add_argument('--horde_max_power',type=int, required=False, help="How much power this instance has to generate pictures. Min: 2") +parser.add_argument('--horde_sfw', action='store_true', required=False, help="Set to true if you do not want this worker generating NSFW images.") +parser.add_argument('--horde_blacklist', nargs='+', required=False, help="List the words that you want to blacklist.") +parser.add_argument('--horde_censorlist', nargs='+', required=False, help="List the words that you want to censor.") +parser.add_argument('--horde_censor_nsfw', action='store_true', required=False, help="Set to true if you want this bridge worker to censor NSFW images.") +opt = parser.parse_args() + +with server_state_lock["bridge"]: + server_state["bridge"] = opt.bridge try: - # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. - from transformers import logging + # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. + from transformers import logging - logging.set_verbosity_error() + logging.set_verbosity_error() except: - pass + pass # remove some annoying deprecation warnings that show every now and then. warnings.filterwarnings("ignore", category=DeprecationWarning) @@ -76,119 +101,177 @@ warnings.filterwarnings("ignore", category=UserWarning) # functions to load css locally OR remotely starts here. Options exist for future flexibility. Called as st.markdown with unsafe_allow_html as css injection # TODO, maybe look into async loading the file especially for remote fetching def local_css(file_name): - with open(file_name) as f: - st.markdown(f'', unsafe_allow_html=True) + with open(file_name) as f: + st.markdown(f'', unsafe_allow_html=True) def remote_css(url): - st.markdown(f'', unsafe_allow_html=True) + st.markdown(f'', unsafe_allow_html=True) def load_css(isLocal, nameOrURL): - if(isLocal): - local_css(nameOrURL) - else: - remote_css(nameOrURL) + if(isLocal): + local_css(nameOrURL) + else: + remote_css(nameOrURL) -class HomeApp(HydraHeadApp): - #wrap all your code in this method and you should be done - def run(self): +def layout(): + """Layout functions to define all the streamlit layout here.""" + if not st.session_state["defaults"].debug.enable_hydralit: + st.set_page_config(page_title="Stable Diffusion Playground", layout="wide") -#def layout(): - """Layout functions to define all the streamlit layout here.""" - if not st.session_state["defaults"].debug.enable_hydralit: - st.set_page_config(page_title="Stable Diffusion Playground", layout="wide") + #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", + #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) - #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", - #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) + with st.empty(): + # load css as an external file, function has an option to local or remote url. Potential use when running from cloud infra that might not have access to local path. + load_css(True, 'frontend/css/streamlit.main.css') - with st.empty(): - # load css as an external file, function has an option to local or remote url. Potential use when running from cloud infra that might not have access to local path. - load_css(True, 'frontend/css/streamlit.main.css') + # check if the models exist on their respective folders + with server_state_lock["GFPGAN_available"]: + if os.path.exists(os.path.join(st.session_state["defaults"].general.GFPGAN_dir, f"{st.session_state['defaults'].general.GFPGAN_model}.pth")): + server_state["GFPGAN_available"] = True + else: + server_state["GFPGAN_available"] = False - # check if the models exist on their respective folders - with server_state_lock["GFPGAN_available"]: - if os.path.exists(os.path.join(st.session_state["defaults"].general.GFPGAN_dir, f"{st.session_state['defaults'].general.GFPGAN_model}.pth")): - server_state["GFPGAN_available"] = True - else: - server_state["GFPGAN_available"] = False + with server_state_lock["RealESRGAN_available"]: + if os.path.exists(os.path.join(st.session_state["defaults"].general.RealESRGAN_dir, f"{st.session_state['defaults'].general.RealESRGAN_model}.pth")): + server_state["RealESRGAN_available"] = True + else: + server_state["RealESRGAN_available"] = False - with server_state_lock["RealESRGAN_available"]: - if os.path.exists(os.path.join(st.session_state["defaults"].general.RealESRGAN_dir, f"{st.session_state['defaults'].general.RealESRGAN_model}.pth")): - server_state["RealESRGAN_available"] = True - else: - server_state["RealESRGAN_available"] = False + with st.sidebar: + tabs = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], + iconName=['dashboard','model_training' ,'cloud_download', 'settings'], default_choice=0) - with st.sidebar: - tabs = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], - iconName=['dashboard','model_training' ,'cloud_download', 'settings'], default_choice=0) + # need to see how to get the icons to show for the hydralit option_bar + #tabs = hc.option_bar([{'icon':'grid-outline','label':'Stable Diffusion'}, {'label':"Textual Inversion"}, + #{'label':"Model Manager"},{'label':"Settings"}], + #horizontal_orientation=False, + #override_theme={'txc_inactive': 'white','menu_background':'#111', 'stVerticalBlock': '#111','txc_active':'yellow','option_active':'blue'}) - # need to see how to get the icons to show for the hydralit option_bar - #tabs = hc.option_bar([{'icon':'grid-outline','label':'Stable Diffusion'}, {'label':"Textual Inversion"}, - #{'label':"Model Manager"},{'label':"Settings"}], - #horizontal_orientation=False, - #override_theme={'txc_inactive': 'white','menu_background':'#111', 'stVerticalBlock': '#111','txc_active':'yellow','option_active':'blue'}) + if tabs =='Stable Diffusion': + # set the page url and title + st.experimental_set_query_params(page='stable-diffusion') + try: + set_page_title("Stable Diffusion Playground") + except NameError: + st.experimental_rerun() - if tabs =='Stable Diffusion': - # set the page url and title - st.experimental_set_query_params(page='stable-diffusion') - try: - set_page_title("Stable Diffusion Playground") - except NameError: - st.experimental_rerun() + txt2img_tab, img2img_tab, txt2vid_tab, img2txt_tab, concept_library_tab = st.tabs(["Text-to-Image", "Image-to-Image", + "Text-to-Video", "Image-To-Text", + "Concept Library"]) + #with home_tab: + #from home import layout + #layout() - txt2img_tab, img2img_tab, txt2vid_tab, img2txt_tab, concept_library_tab = st.tabs(["Text-to-Image", "Image-to-Image", - "Text-to-Video", "Image-To-Text", - "Concept Library"]) - #with home_tab: - #from home import layout - #layout() + with txt2img_tab: + from txt2img import layout + layout() - with txt2img_tab: - from txt2img import layout - layout() + with img2img_tab: + from img2img import layout + layout() - with img2img_tab: - from img2img import layout - layout() + #with inpainting_tab: + #from inpainting import layout + #layout() - #with inpainting_tab: - #from inpainting import layout - #layout() + with txt2vid_tab: + from txt2vid import layout + layout() - with txt2vid_tab: - from txt2vid import layout - layout() + with img2txt_tab: + from img2txt import layout + layout() - with img2txt_tab: - from img2txt import layout - layout() + with concept_library_tab: + from sd_concept_library import layout + layout() - with concept_library_tab: - from sd_concept_library import layout - layout() + # + elif tabs == 'Model Manager': + set_page_title("Model Manager - Stable Diffusion Playground") - # - elif tabs == 'Model Manager': - set_page_title("Model Manager - Stable Diffusion Playground") + from ModelManager import layout + layout() - from ModelManager import layout - layout() + elif tabs == 'Textual Inversion': + from textual_inversion import layout + layout() - elif tabs == 'Textual Inversion': - from textual_inversion import layout - layout() + elif tabs == 'Settings': + set_page_title("Settings - Stable Diffusion Playground") - elif tabs == 'Settings': - set_page_title("Settings - Stable Diffusion Playground") + from Settings import layout + layout() - from Settings import layout - layout() if __name__ == '__main__': + if not opt.headless: + layout() - if st.session_state["defaults"].debug.enable_hydralit: - app.add_app("App", HomeApp(), is_unsecure=True) - app.run() - else: - #app.add_app("", HomeApp(), is_unsecure=True) - #app.run() - HomeApp().run() + with server_state_lock["bridge"]: + if server_state["bridge"]: + try: + import bridgeData as cd + except ModuleNotFoundError as e: + print("No bridgeData found. Falling back to default where no CLI args are set.") + print(str(e)) + except SyntaxError as e: + print("bridgeData found, but is malformed. Falling back to default where no CLI args are set.") + print(str(e)) + except Exception as e: + print("No bridgeData found, use default where no CLI args are set") + print(str(e)) + finally: + try: # check if cd exists (i.e. bridgeData loaded properly) + cd + except: # if not, create defaults + class temp(object): + def __init__(self): + random.seed() + self.horde_url = "https://stablehorde.net" + # Give a cool name to your instance + self.horde_name = f"Automated Instance #{random.randint(-100000000, 100000000)}" + # The api_key identifies a unique user in the horde + self.horde_api_key = "0000000000" + # Put other users whose prompts you want to prioritize. + # The owner's username is always included so you don't need to add it here, unless you want it to have lower priority than another user + self.horde_priority_usernames = [] + self.horde_max_power = 8 + self.nsfw = True + cd = temp() + horde_api_key = opt.horde_api_key if opt.horde_api_key else cd.horde_api_key + horde_name = opt.horde_name if opt.horde_name else cd.horde_name + horde_url = opt.horde_url if opt.horde_url else cd.horde_url + horde_priority_usernames = opt.horde_priority_usernames if opt.horde_priority_usernames else cd.horde_priority_usernames + horde_max_power = opt.horde_max_power if opt.horde_max_power else cd.horde_max_power + try: + horde_nsfw = not opt.horde_sfw if opt.horde_sfw else cd.horde_nsfw + except AttributeError: + horde_nsfw = True + try: + horde_censor_nsfw = opt.horde_censor_nsfw if opt.horde_censor_nsfw else cd.horde_censor_nsfw + except AttributeError: + horde_censor_nsfw = False + try: + horde_blacklist = opt.horde_blacklist if opt.horde_blacklist else cd.horde_blacklist + except AttributeError: + horde_blacklist = [] + try: + horde_censorlist = opt.horde_censorlist if opt.horde_censorlist else cd.horde_censorlist + except AttributeError: + horde_censorlist = [] + if horde_max_power < 2: + horde_max_power = 2 + horde_max_pixels = 64*64*8*horde_max_power + print(f"Joining Horde with parameters: API Key '{horde_api_key}'. Server Name '{horde_name}'. Horde URL '{horde_url}'. Max Pixels {horde_max_pixels}") + try: + #thread = threading.Thread(target=run_bridge(1, horde_api_key, horde_name, horde_url, + #horde_priority_usernames, horde_max_pixels, + #horde_nsfw, horde_censor_nsfw, horde_blacklist, + #horde_censorlist), args=()) + #thread.daemon = True + #thread.start() + run_bridge(1, horde_api_key, horde_name, horde_url, horde_priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist) + except KeyboardInterrupt: + print(f"Keyboard Interrupt Received. Ending Bridge") \ No newline at end of file From 616d586acf6b3759f087a5e9cfbc7bea750213a8 Mon Sep 17 00:00:00 2001 From: Divided by Zer0 Date: Fri, 14 Oct 2022 22:27:56 +0200 Subject: [PATCH 14/87] wip --- scripts/__init__.py | 1 + scripts/sd_utils.py | 34 ++++++++++++++++++---------------- scripts/webui_streamlit.py | 22 ++++++++++++++++------ 3 files changed, 35 insertions(+), 22 deletions(-) diff --git a/scripts/__init__.py b/scripts/__init__.py index e69de29..568df8b 100644 --- a/scripts/__init__.py +++ b/scripts/__init__.py @@ -0,0 +1 @@ +from logger, set_logger_verbosity, quiesce_logger diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 7108fcf..595e947 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -70,6 +70,7 @@ from typing import Dict from io import BytesIO import librosa from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS +from . import logger # Temp imports #from basicsr.utils.registry import ARCH_REGISTRY @@ -2622,7 +2623,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor loop_retry = 0 while True: if loop_retry > 10 and current_id: - print(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") + logger.info(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") current_id = None current_payload = None current_generation = None @@ -2635,6 +2636,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor "priority_usernames": priority_usernames, "nsfw": horde_nsfw, "blacklist": horde_blacklist, + "models": ["stable_diffusion"], } headers = {"apikey": api_key} if current_id: @@ -2643,28 +2645,28 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor try: pop_req = requests.post(horde_url + '/api/v2/generate/pop', json = gen_dict, headers = headers) except requests.exceptions.ConnectionError: - print(f"Server {horde_url} unavailable during pop. Waiting 10 seconds...") + logger.warning(f"Server {horde_url} unavailable during pop. Waiting 10 seconds...") time.sleep(10) continue except requests.exceptions.JSONDecodeError(): - print(f"Server {horde_url} unavailable during pop. Waiting 10 seconds...") + logger.warning(f"Server {horde_url} unavailable during pop. Waiting 10 seconds...") time.sleep(10) continue try: pop = pop_req.json() except json.decoder.JSONDecodeError: - print(f"Could not decode response from {horde_url} as json. Please inform its administrator!") + logger.warning(f"Could not decode response from {horde_url} as json. Please inform its administrator!") time.sleep(interval) continue if pop == None: - print(f"Something has gone wrong with {horde_url}. Please inform its administrator!") + logger.warning(f"Something has gone wrong with {horde_url}. Please inform its administrator!") time.sleep(interval) continue if not pop_req.ok: message = pop['message'] - print(f"During gen pop, server {horde_url} responded with status code {pop_req.status_code}: {pop['message']}. Waiting for 10 seconds...") + logger.warning(f"During gen pop, server {horde_url} responded with status code {pop_req.status_code}: {pop['message']}. Waiting for 10 seconds...") if 'errors' in pop: - print(f"Detailed Request Errors: {pop['errors']}") + logger.debug(f"Detailed Request Errors: {pop['errors']}") time.sleep(10) continue if not pop.get("id"): @@ -2673,14 +2675,14 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor skipped_info = f" Skipped Info: {skipped_info}." else: skipped_info = '' - print(f"Server {horde_url} has no valid generations to do for us.{skipped_info}") + logger.info(f"Server {horde_url} has no valid generations to do for us.{skipped_info}") time.sleep(interval) continue current_id = pop['id'] - print(f"Request with id {current_id} picked up. Initiating work...") + logger.info(f"Request with id {current_id} picked up. Initiating work...") current_payload = pop['payload'] if 'toggles' in current_payload and current_payload['toggles'] == None: - print(f"Received Bad payload: {pop}") + logger.error(f"Received Bad payload: {pop}") current_id = None current_payload = None current_generation = None @@ -2688,7 +2690,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor time.sleep(10) continue - print (current_payload) + logger.debug(current_payload) current_payload['toggles'] = current_payload.get('toggles', [1,4]) # In bridge-mode, matrix is prepared on the horde and split in multiple nodes if 0 in current_payload['toggles']: @@ -2731,25 +2733,25 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor try: submit = submit_req.json() except json.decoder.JSONDecodeError: - print(f"Something has gone wrong with {horde_url} during submit. Please inform its administrator! (Retry {loop_retry}/10)") + logger.error(f"Something has gone wrong with {horde_url} during submit. Please inform its administrator! (Retry {loop_retry}/10)") time.sleep(interval) continue if submit_req.status_code == 404: print(f"The generation we were working on got stale. Aborting!") elif not submit_req.ok: - print(f"During gen submit, server {horde_url} responded with status code {submit_req.status_code}: {submit['message']}. Waiting for 10 seconds... (Retry {loop_retry}/10)") + logger.error(f"During gen submit, server {horde_url} responded with status code {submit_req.status_code}: {submit['message']}. Waiting for 10 seconds... (Retry {loop_retry}/10)") if 'errors' in submit: - print(f"Detailed Request Errors: {submit['errors']}") + logger.debug(f"Detailed Request Errors: {submit['errors']}") time.sleep(10) continue else: - print(f'Submitted generation with id {current_id} and contributed for {submit_req.json()["reward"]}') + logger.info(f'Submitted generation with id {current_id} and contributed for {submit_req.json()["reward"]}') current_id = None current_payload = None current_generation = None loop_retry = 0 except requests.exceptions.ConnectionError: - print(f"Server {horde_url} unavailable during submit. Waiting 10 seconds... (Retry {loop_retry}/10)") + logger.warning(f"Server {horde_url} unavailable during submit. Waiting 10 seconds... (Retry {loop_retry}/10)") time.sleep(10) continue time.sleep(interval) diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index dfdc56f..7481a68 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -28,6 +28,7 @@ import streamlit_nested_layout #streamlit components section from st_on_hover_tabs import on_hover_tabs from streamlit_server_state import server_state, server_state_lock +from . import logger, set_logger_verbosity, quiesce_logger #other imports @@ -76,6 +77,7 @@ parser.add_argument('--horde_sfw', action='store_true', required=False, help="Se parser.add_argument('--horde_blacklist', nargs='+', required=False, help="List the words that you want to blacklist.") parser.add_argument('--horde_censorlist', nargs='+', required=False, help="List the words that you want to censor.") parser.add_argument('--horde_censor_nsfw', action='store_true', required=False, help="Set to true if you want this bridge worker to censor NSFW images.") +parser.add_argument('--horde_model', action='store', required=False, help="Which model to run on this horde.") opt = parser.parse_args() with server_state_lock["bridge"]: @@ -206,6 +208,8 @@ def layout(): if __name__ == '__main__': + set_logger_verbosity(opt.verbosity) + quiesce_logger(opt.quiet) if not opt.headless: layout() @@ -214,14 +218,14 @@ if __name__ == '__main__': try: import bridgeData as cd except ModuleNotFoundError as e: - print("No bridgeData found. Falling back to default where no CLI args are set.") - print(str(e)) + logger.warning("No bridgeData found. Falling back to default where no CLI args are set.") + logger.debug(str(e)) except SyntaxError as e: - print("bridgeData found, but is malformed. Falling back to default where no CLI args are set.") - print(str(e)) + logger.warning("bridgeData found, but is malformed. Falling back to default where no CLI args are set.") + logger.debug(str(e)) except Exception as e: - print("No bridgeData found, use default where no CLI args are set") - print(str(e)) + logger.warning("No bridgeData found, use default where no CLI args are set") + logger.debug(str(e)) finally: try: # check if cd exists (i.e. bridgeData loaded properly) cd @@ -239,12 +243,18 @@ if __name__ == '__main__': self.horde_priority_usernames = [] self.horde_max_power = 8 self.nsfw = True + self.censor_nsfw = False + self.blacklist = [] + self.censorlist = [] + self.models_to_load = ["stable_diffusion"] cd = temp() horde_api_key = opt.horde_api_key if opt.horde_api_key else cd.horde_api_key horde_name = opt.horde_name if opt.horde_name else cd.horde_name horde_url = opt.horde_url if opt.horde_url else cd.horde_url horde_priority_usernames = opt.horde_priority_usernames if opt.horde_priority_usernames else cd.horde_priority_usernames horde_max_power = opt.horde_max_power if opt.horde_max_power else cd.horde_max_power + # Not used yet + horde_models = [args.horde_model] if args.horde_model else bd.models_to_load try: horde_nsfw = not opt.horde_sfw if opt.horde_sfw else cd.horde_nsfw except AttributeError: From d11eac1c4fa4fb9b6017dfa87aa7c0c1471b328e Mon Sep 17 00:00:00 2001 From: Divided by Zer0 Date: Fri, 14 Oct 2022 22:31:16 +0200 Subject: [PATCH 15/87] indent --- scripts/webui_streamlit.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 7481a68..614c360 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -253,8 +253,8 @@ if __name__ == '__main__': horde_url = opt.horde_url if opt.horde_url else cd.horde_url horde_priority_usernames = opt.horde_priority_usernames if opt.horde_priority_usernames else cd.horde_priority_usernames horde_max_power = opt.horde_max_power if opt.horde_max_power else cd.horde_max_power - # Not used yet - horde_models = [args.horde_model] if args.horde_model else bd.models_to_load + # Not used yet + horde_models = [args.horde_model] if args.horde_model else bd.models_to_load try: horde_nsfw = not opt.horde_sfw if opt.horde_sfw else cd.horde_nsfw except AttributeError: From 2641ff60a87baa5a631e9646acb37f151bebc7c3 Mon Sep 17 00:00:00 2001 From: Divided by Zer0 Date: Fri, 14 Oct 2022 22:41:59 +0200 Subject: [PATCH 16/87] wip --- scripts/__init__.py | 2 +- scripts/sd_utils.py | 4 ++-- scripts/webui_streamlit.py | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/__init__.py b/scripts/__init__.py index 568df8b..829ef92 100644 --- a/scripts/__init__.py +++ b/scripts/__init__.py @@ -1 +1 @@ -from logger, set_logger_verbosity, quiesce_logger +from logger import set_logger_verbosity, quiesce_logger diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 595e947..c6d51f6 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -69,8 +69,8 @@ from ldm.util import ismap from typing import Dict from io import BytesIO import librosa -from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS -from . import logger +# from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS +from logger import logger # Temp imports #from basicsr.utils.registry import ARCH_REGISTRY diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 614c360..e65a910 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -28,7 +28,7 @@ import streamlit_nested_layout #streamlit components section from st_on_hover_tabs import on_hover_tabs from streamlit_server_state import server_state, server_state_lock -from . import logger, set_logger_verbosity, quiesce_logger +from logger import logger, set_logger_verbosity, quiesce_logger #other imports From 28cbaf149966559b94233c6d0c6b3817f85d21f2 Mon Sep 17 00:00:00 2001 From: Divided by Zer0 Date: Fri, 14 Oct 2022 23:27:37 +0200 Subject: [PATCH 17/87] verbsotiy --- scripts/sd_utils.py | 2 +- scripts/webui_streamlit.py | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index c6d51f6..e0209b9 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -2616,7 +2616,7 @@ def convert_pt_to_bin_and_load(input_file, text_encoder, tokenizer, placeholder_ load_learned_embed_in_clip("learned_embeds.bin", text_encoder, tokenizer, placeholder_token) print("loaded", placeholder_token) -# +@logger.catch def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist): current_id = None current_payload = None diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index e65a910..690bb9f 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -78,6 +78,8 @@ parser.add_argument('--horde_blacklist', nargs='+', required=False, help="List t parser.add_argument('--horde_censorlist', nargs='+', required=False, help="List the words that you want to censor.") parser.add_argument('--horde_censor_nsfw', action='store_true', required=False, help="Set to true if you want this bridge worker to censor NSFW images.") parser.add_argument('--horde_model', action='store', required=False, help="Which model to run on this horde.") +parser.add_argument('-v', '--verbosity', action='count', default=0, help="The default logging level is ERROR or higher. This value increases the amount of logging seen in your screen") +parser.add_argument('-q', '--quiet', action='count', default=0, help="The default logging level is ERROR or higher. This value decreases the amount of logging seen in your screen") opt = parser.parse_args() with server_state_lock["bridge"]: @@ -254,7 +256,7 @@ if __name__ == '__main__': horde_priority_usernames = opt.horde_priority_usernames if opt.horde_priority_usernames else cd.horde_priority_usernames horde_max_power = opt.horde_max_power if opt.horde_max_power else cd.horde_max_power # Not used yet - horde_models = [args.horde_model] if args.horde_model else bd.models_to_load + horde_models = [opt.horde_model] if opt.horde_model else cd.models_to_load try: horde_nsfw = not opt.horde_sfw if opt.horde_sfw else cd.horde_nsfw except AttributeError: From 40bf5ea49b588b8bce99625491a5edf5bd5d1db7 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Fri, 14 Oct 2022 22:34:44 -0700 Subject: [PATCH 18/87] Added decorest dependency. --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index a7cec69..26c2104 100644 --- a/requirements.txt +++ b/requirements.txt @@ -34,6 +34,7 @@ streamlit-tensorboard==0.0.2 hydralit==1.0.14 hydralit_components==1.0.10 stqdm==0.0.4 +decorest==0.1.0 # txt2vid stable-diffusion-videos==0.5.3 From 5703941398c050c59ea39500ae2a428300aee6de Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 00:09:20 -0700 Subject: [PATCH 19/87] Added some defaults to txt2img when we execute it on run_bridge so it doenst save any image from the horde to our hard drive. --- scripts/sd_utils.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index e0209b9..b75a3f6 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -2713,7 +2713,8 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor #images, seed, info, stats = txt2img(**current_payload) images, seed, info, stats = txt2img(str(current_payload['prompt']), int(current_payload['ddim_steps']), str(current_payload['sampler_name']), int(current_payload['n_iter']), 1, float(current_payload["cfg_scale"]), str(current_payload["seed"]), - int(current_payload["height"]), int(current_payload["width"])) + int(current_payload["height"]), int(current_payload["width"]), save_grid=False, group_by_prompt=False, + save_individual_images=False,write_info_files=False) buffer = BytesIO() # We send as WebP to avoid using all the horde bandwidth From d92dfb897e72426813bbac802d1c54434de8eda7 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 02:05:30 -0700 Subject: [PATCH 20/87] Forced page rerun when hitting the reset button on the Settings page. --- scripts/Settings.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/Settings.py b/scripts/Settings.py index 5d2dc13..2fdb2dd 100644 --- a/scripts/Settings.py +++ b/scripts/Settings.py @@ -836,3 +836,4 @@ def layout(): if reset_button: st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") + st.experimental_rerun() From 764a43270e507e73bc3ccc09b64e759e1ad18cba Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 02:17:31 -0700 Subject: [PATCH 21/87] Fixed logger.level() error when using the logger module with streamlit. It was getting loaded twice and so giving some errors because of this. --- scripts/logger.py | 21 ++++++++++++--------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/scripts/logger.py b/scripts/logger.py index 6c94d30..087a611 100644 --- a/scripts/logger.py +++ b/scripts/logger.py @@ -70,15 +70,18 @@ genfmt = "{level: <10} @ {time:YYYY-MM-DD HH:mm:ss} Date: Sat, 15 Oct 2022 04:12:55 -0700 Subject: [PATCH 22/87] Added logger using loguru from the logger.py. - From now on it will create a folder called "logs" with the current time on each launch and then save a log file with anything we want to log there including exceptions from streamlit. --- scripts/sd_utils.py | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index b75a3f6..92a09e8 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -68,8 +68,8 @@ from ldm.models.diffusion.ddim import DDIMSampler from ldm.util import ismap from typing import Dict from io import BytesIO -import librosa -# from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS +#import librosa +from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS from logger import logger # Temp imports @@ -123,6 +123,11 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: import modeldownload modeldownload.updateModels() + +# we make a log file where we store the logs +logger.add("logs/log_{time}.log", rotation=20, compression="zip") # Once the file is too old, it's rotated + + # #if st.session_state["defaults"].debug.enable_hydralit: #navbar_theme = {'txc_inactive': '#FFFFFF','menu_background':'#0e1117','txc_active':'black','option_active':'red'} @@ -2622,6 +2627,12 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor current_payload = None loop_retry = 0 while True: + # load the model for stable horde if its not in memory already + # we should load it after we get the request from the API in + # case the model is different from the loaded in memory but + # for now we can load it here so its read right away. + load_models(use_GFPGAN=True) + if loop_retry > 10 and current_id: logger.info(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") current_id = None @@ -2701,9 +2712,6 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor elif any(word in current_payload['prompt'] for word in horde_censorlist): current_payload['toggles'].append(8) - # load the model for stable horde if its not in memory already - load_models(use_GFPGAN=True) - from txt2img import txt2img @@ -2758,3 +2766,4 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor time.sleep(interval) +# From 1e1bf226a4209fd99dcab28950ee5201d01c43b3 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 04:13:38 -0700 Subject: [PATCH 23/87] Added threading support for the horde bridge. --- scripts/webui_streamlit.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 690bb9f..f0879f1 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -117,6 +117,7 @@ def load_css(isLocal, nameOrURL): else: remote_css(nameOrURL) +@logger.catch def layout(): """Layout functions to define all the streamlit layout here.""" if not st.session_state["defaults"].debug.enable_hydralit: @@ -212,6 +213,7 @@ def layout(): if __name__ == '__main__': set_logger_verbosity(opt.verbosity) quiesce_logger(opt.quiet) + if not opt.headless: layout() @@ -277,13 +279,16 @@ if __name__ == '__main__': horde_max_power = 2 horde_max_pixels = 64*64*8*horde_max_power print(f"Joining Horde with parameters: API Key '{horde_api_key}'. Server Name '{horde_name}'. Horde URL '{horde_url}'. Max Pixels {horde_max_pixels}") + + + try: - #thread = threading.Thread(target=run_bridge(1, horde_api_key, horde_name, horde_url, - #horde_priority_usernames, horde_max_pixels, - #horde_nsfw, horde_censor_nsfw, horde_blacklist, - #horde_censorlist), args=()) - #thread.daemon = True - #thread.start() - run_bridge(1, horde_api_key, horde_name, horde_url, horde_priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist) + thread = threading.Thread(target=run_bridge(1, horde_api_key, horde_name, horde_url, + horde_priority_usernames, horde_max_pixels, + horde_nsfw, horde_censor_nsfw, horde_blacklist, + horde_censorlist), args=()) + thread.daemon = True + thread.start() + #run_bridge(1, horde_api_key, horde_name, horde_url, horde_priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist) except KeyboardInterrupt: print(f"Keyboard Interrupt Received. Ending Bridge") \ No newline at end of file From 57112459caafa03a78bb6f5e8fb281a1fc52a118 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 05:33:02 -0700 Subject: [PATCH 24/87] Added option to keep all models loaded and not delete them. --- configs/webui/webui_streamlit.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index c8c8719..92f4a6d 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -44,6 +44,7 @@ general: extra_models_gpu: False gfpgan_gpu: 0 esrgan_gpu: 0 + keep_all_models_loaded: False save_metadata: True save_format: "png" skip_grid: False From e7106a052dd55e908a494444cb4c54a052eb3ad1 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 05:34:07 -0700 Subject: [PATCH 25/87] Replaced most if not all print statements with loguru to make the console output easier to understand and just look better overall. --- scripts/img2img.py | 4 +- scripts/img2txt.py | 86 ++++++++++++++--------------- scripts/sd_utils.py | 129 +++++++++++++++++++++++--------------------- scripts/txt2img.py | 11 ++-- scripts/txt2vid.py | 20 +++---- 5 files changed, 128 insertions(+), 122 deletions(-) diff --git a/scripts/img2img.py b/scripts/img2img.py index 3cf6928..6316caf 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -234,7 +234,7 @@ def img2img(prompt: str = '', init_info: any = None, init_info_mask: any = None, from skimage import exposure do_color_correction = True except: - print("Install scikit-image to perform color correction on loopback") + logger.error("Install scikit-image to perform color correction on loopback") for i in range(n_iter): if do_color_correction and i == 0: @@ -687,7 +687,7 @@ def layout(): message.success('Render Complete: ' + info + '; Stats: ' + stats, icon="βœ…") except (StopException, KeyError): - print(f"Received Streamlit StopException") + logger.info(f"Received Streamlit StopException") # this will render all the images at the end of the generation but its better if its moved to a second tab inside col2 and shown as a gallery. # use the current col2 first tab to show the preview_img and update it as its generated. diff --git a/scripts/img2txt.py b/scripts/img2txt.py index 778ffe7..fdce972 100644 --- a/scripts/img2txt.py +++ b/scripts/img2txt.py @@ -18,7 +18,7 @@ """ CLIP Interrogator made by @pharmapsychotic modified to work with our WebUI. -# CLIP Interrogator by @pharmapsychotic +# CLIP Interrogator by @pharmapsychotic Twitter: https://twitter.com/pharmapsychotic Github: https://github.com/pharmapsychotic/clip-interrogator @@ -65,23 +65,23 @@ server_state["clip_models"] = {} server_state["preprocesses"] = {} def load_blip_model(): - print("Loading BLIP Model") + logger.info("Loading BLIP Model") st.session_state["log_message"].code("Loading BLIP Model", language='') if "blip_model" not in server_state: with server_state_lock['blip_model']: server_state["blip_model"] = blip_decoder(pretrained="models/blip/model__base_caption.pth", image_size=blip_image_eval_size, vit='base', med_config="configs/blip/med_config.json") - + server_state["blip_model"] = server_state["blip_model"].eval() - + #if not st.session_state["defaults"].general.optimized: server_state["blip_model"] = server_state["blip_model"].to(device).half() - - print("BLIP Model Loaded") + + logger.info("BLIP Model Loaded") st.session_state["log_message"].code("BLIP Model Loaded", language='') else: - print("BLIP Model already loaded") + logger.info("BLIP Model already loaded") st.session_state["log_message"].code("BLIP Model Already Loaded", language='') #return server_state["blip_model"] @@ -92,54 +92,54 @@ def artstation_links(): """Find and save every artstation link for the first 500 pages of the explore page.""" # collecting links to the list() links = [] - + with open('data/img2txt/artstation_links.txt', 'w') as f: for page_num in range(1,500): response = requests.get(f'https://www.artstation.com/api/v2/community/explore/projects/trending.json?page={page_num}&dimension=all&per_page=100').text # open json response data = json.loads(response) - + # loopinh through json response for result in data['data']: # still looping and grabbing url's url = result['url'] links.append(url) # writing each link on the new line (\n) - f.write(f'{url}\n') + f.write(f'{url}\n') return links # def artstation_users(): """Get all the usernames and full name of the users on the first 500 pages of artstation explore page.""" # collect username and full name artists = [] - + # opening a .txt file with open('data/img2txt/artstation_artists.txt', 'w') as f: for page_num in range(1,500): response = requests.get(f'https://www.artstation.com/api/v2/community/explore/projects/trending.json?page={page_num}&dimension=all&per_page=100').text # open json response data = json.loads(response) - - + + # loopinh through json response for item in data['data']: #print (item['user']) username = item['user']['username'] full_name = item['user']['full_name'] - + # still looping and grabbing url's artists.append(username) artists.append(full_name) # writing each link on the new line (\n) f.write(f'{slugify(username)}\n') f.write(f'{slugify(full_name)}\n') - + return artists def generate_caption(pil_image): load_blip_model() - + gpu_image = transforms.Compose([ # type: ignore transforms.Resize((blip_image_eval_size, blip_image_eval_size), interpolation=InterpolationMode.BICUBIC), # type: ignore transforms.ToTensor(), # type: ignore @@ -189,10 +189,10 @@ def batch_rank(model, image_features, text_array, batch_size=st.session_state["d def interrogate(image, models): - #server_state["blip_model"] = + #server_state["blip_model"] = load_blip_model() - - print("Generating Caption") + + logger.info("Generating Caption") st.session_state["log_message"].code("Generating Caption", language='') caption = generate_caption(image) @@ -200,28 +200,28 @@ def interrogate(image, models): del server_state["blip_model"] clear_cuda() - print("Caption Generated") + logger.info("Caption Generated") st.session_state["log_message"].code("Caption Generated", language='') if len(models) == 0: - print(f"\n\n{caption}") + logger.info(f"\n\n{caption}") return table = [] bests = [[('', 0)]]*5 - print("Ranking Text") - + logger.info("Ranking Text") + #if "clip_model" in server_state: #print (server_state["clip_model"]) - + #print (st.session_state["log_message"]) - + for model_name in models: with torch.no_grad(), torch.autocast('cuda', dtype=torch.float16): - print(f"Interrogating with {model_name}...") + logger.info(f"Interrogating with {model_name}...") st.session_state["log_message"].code(f"Interrogating with {model_name}...", language='') - + if model_name not in server_state["clip_models"]: if not st.session_state["defaults"].img2txt.keep_all_models_loaded: model_to_delete = [] @@ -239,17 +239,17 @@ def interrogate(image, models): else: server_state["clip_models"][model_name], server_state["preprocesses"][model_name] = clip.load(model_name, device=device, download_root='models/clip') server_state["clip_models"][model_name] = server_state["clip_models"][model_name].cuda().eval() - + images = server_state["preprocesses"][model_name](image).unsqueeze(0).cuda() - - + + image_features = server_state["clip_models"][model_name].encode_image(images).float() - + image_features /= image_features.norm(dim=-1, keepdim=True) if st.session_state["defaults"].general.optimized: clear_cuda() - + ranks = [] ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, server_state["mediums"])) ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, ["by "+artist for artist in server_state["artists"]])) @@ -296,7 +296,7 @@ def interrogate(image, models): f"\n\n{caption}, {medium} {bests[1][0][0]}, {bests[2][0][0]}, {bests[3][0][0]}, {flaves}", language="") # - print("Finished Interrogating.") + logger.info("Finished Interrogating.") st.session_state["log_message"].code("Finished Interrogating.", language="") # @@ -329,12 +329,12 @@ def img2txt(): models.append('ViT-H-14') if st.session_state["ViT-g-14"]: models.append('ViT-g-14') - + if st.session_state["ViTB32"]: models.append('ViT-B/32') if st.session_state['ViTB16']: - models.append('ViT-B/16') - + models.append('ViT-B/16') + if st.session_state["ViTL14_336px"]: models.append('ViT-L/14@336px') if st.session_state["RN101"]: @@ -346,7 +346,7 @@ def img2txt(): if st.session_state["RN50x16"]: models.append('RN50x16') if st.session_state["RN50x64"]: - models.append('RN50x64') + models.append('RN50x64') # if str(image_path_or_url).startswith('http://') or str(image_path_or_url).startswith('https://'): #image = Image.open(requests.get(image_path_or_url, stream=True).raw).convert('RGB') @@ -389,11 +389,11 @@ def layout(): st.session_state["ViT-H-14"] = st.checkbox("ViT-H-14", value=False, help="ViT-H-14 model.") st.session_state["ViT-g-14"] = st.checkbox("ViT-g-14", value=False, help="ViT-g-14 model.") - - + + with st.expander("Others"): - st.info("For DiscoDiffusion and JAX enable all the same models here as you intend to use when generating your images.") - + st.info("For DiscoDiffusion and JAX enable all the same models here as you intend to use when generating your images.") + st.session_state["ViTL14_336px"] = st.checkbox("ViTL14_336px", value=False, help="ViTL14_336px model.") st.session_state["ViTB16"] = st.checkbox("ViTB16", value=False, help="ViTB16 model.") st.session_state["ViTB32"] = st.checkbox("ViTB32", value=False, help="ViTB32 model.") @@ -401,8 +401,8 @@ def layout(): st.session_state["RN50x4"] = st.checkbox("RN50x4", value=False, help="RN50x4 model.") st.session_state["RN50x16"] = st.checkbox("RN50x16", value=False, help="RN50x16 model.") st.session_state["RN50x64"] = st.checkbox("RN50x64", value=False, help="RN50x64 model.") - st.session_state["RN101"] = st.checkbox("RN101", value=False, help="RN101 model.") - + st.session_state["RN101"] = st.checkbox("RN101", value=False, help="RN101 model.") + # # st.subheader("Logs:") diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 92a09e8..3a730b5 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -79,6 +79,11 @@ from logger import logger # end of imports #--------------------------------------------------------------------------------------------------------------- + +# we make a log file where we store the logs +logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip") # Once the file is too old, it's rotated + + try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. from transformers import logging @@ -123,10 +128,9 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: import modeldownload modeldownload.updateModels() - -# we make a log file where we store the logs -logger.add("logs/log_{time}.log", rotation=20, compression="zip") # Once the file is too old, it's rotated - +if "keep_all_models_loaded" in st.session_state: + with server_state_lock["keep_all_models_loaded"]: + server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded # #if st.session_state["defaults"].debug.enable_hydralit: @@ -239,7 +243,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m CustomModel_available=False, custom_model="Stable Diffusion v1.4"): """Load the different models. We also reuse the models that are already in memory to speed things up instead of loading them again. """ - print ("Loading models.") + logger.info("Loading models.") if "progress_bar_text" in st.session_state: st.session_state["progress_bar_text"].text("") @@ -248,7 +252,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m with server_state_lock["LDSR"]: if use_LDSR: if "LDSR" in server_state and server_state["LDSR"].name == LDSR_model: - print("LDSR already loaded") + logger.info("LDSR already loaded") else: if "LDSR" in server_state: del server_state["LDSR"] @@ -257,19 +261,21 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if os.path.exists(st.session_state["defaults"].general.LDSR_dir): try: server_state["LDSR"] = load_LDSR(model_name=LDSR_model) - print(f"Loaded LDSR") + logger.info(f"Loaded LDSR") except Exception: import traceback - print(f"Error loading LDSR:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error(f"Error loading LDSR:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: - if "LDSR" in server_state: + if "LDSR" in server_state and not server_state["keep_all_models_loaded"]: + logger.debug("LDSR was in memory but we won't use it. Removing to save VRAM.") del server_state["LDSR"] + with server_state_lock["GFPGAN"]: if use_GFPGAN: if "GFPGAN" in server_state and server_state["GFPGAN"].name == GFPGAN_model: - print("GFPGAN already loaded") + logger.info("GFPGAN already loaded") else: if "GFPGAN" in server_state: del server_state["GFPGAN"] @@ -278,19 +284,19 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if os.path.exists(st.session_state["defaults"].general.GFPGAN_dir): try: server_state["GFPGAN"] = load_GFPGAN(GFPGAN_model) - print(f"Loaded GFPGAN: {GFPGAN_model}") + logger.info(f"Loaded GFPGAN: {GFPGAN_model}") except Exception: import traceback - print(f"Error loading GFPGAN:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error(f"Error loading GFPGAN:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: - if "GFPGAN" in server_state: + if "GFPGAN" in server_state and not server_state["keep_all_models_loaded"]: del server_state["GFPGAN"] with server_state_lock["RealESRGAN"]: if use_RealESRGAN: if "RealESRGAN" in server_state and server_state["RealESRGAN"].model.name == RealESRGAN_model: - print("RealESRGAN already loaded") + logger.info("RealESRGAN already loaded") else: #Load RealESRGAN try: @@ -298,16 +304,16 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m # some errors can load the model incorrectly and leave things in memory. del server_state["RealESRGAN"] except KeyError as e: - print (e) + logger.error(e) pass if os.path.exists(st.session_state["defaults"].general.RealESRGAN_dir): # st.session_state is used for keeping the models in memory across multiple pages or runs. server_state["RealESRGAN"] = load_RealESRGAN(RealESRGAN_model) - print("Loaded RealESRGAN with model "+ server_state["RealESRGAN"].model.name) + logger.info("Loaded RealESRGAN with model "+ server_state["RealESRGAN"].model.name) else: - if "RealESRGAN" in server_state: + if "RealESRGAN" in server_state and not server_state["keep_all_models_loaded"]: del server_state["RealESRGAN"] with server_state_lock["model"], server_state_lock["modelCS"], server_state_lock["modelFS"], server_state_lock["loaded_model"]: @@ -319,7 +325,8 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m or ("no_half" in server_state and server_state['no_half'] != st.session_state['defaults'].general.no_half) \ or ("optimized" in server_state and server_state['optimized'] != st.session_state['defaults'].general.optimized): - print ("Model options changed, deleting the model from memory.") + logger.info("Model options changed, deleting the model from memory.") + del server_state['float16'] del server_state['no_half'] @@ -339,7 +346,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m use_RealESRGAN=st.session_state["use_RealESRGAN"], RealESRGAN_model=st.session_state["RealESRGAN_model"], CustomModel_available=server_state["CustomModel_available"], custom_model=st.session_state["custom_model"]) else: - print("Model already loaded") + logger.info("Model already loaded") return else: @@ -350,15 +357,15 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m del server_state["loaded_model"] except KeyError as e: - print (e) + logger.error(e) pass # if the model from txt2vid is in memory we need to remove it to improve performance. with server_state_lock["pipe"]: - if "pipe" in server_state: + if "pipe" in server_state and not server_state["keep_all_models_loaded"]: del server_state["pipe"] - if "textual_inversion" in st.session_state: + if "textual_inversion" in st.session_state and not server_state["keep_all_models_loaded"]: del st.session_state['textual_inversion'] # At this point the model is either @@ -385,7 +392,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m try: server_state["model"].args.use_multiprocessing_for_evaluation = False except AttributeError as e: - print (e) + logger.error(e) pass if st.session_state.defaults.general.enable_attention_slicing: @@ -394,27 +401,27 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if st.session_state.defaults.general.enable_minimal_memory_usage: server_state["model"].enable_minimal_memory_usage() - print("Model loaded.") + logger.info("Model loaded.") return True def load_model_from_config(config, ckpt, verbose=False): - print(f"Loading model from {ckpt}") + logger.info(f"Loading model from {ckpt}") pl_sd = torch.load(ckpt, map_location="cpu") if "global_step" in pl_sd: - print(f"Global Step: {pl_sd['global_step']}") + logger.info(f"Global Step: {pl_sd['global_step']}") sd = pl_sd["state_dict"] model = instantiate_from_config(config.model) m, u = model.load_state_dict(sd, strict=False) if len(m) > 0 and verbose: - print("missing keys:") - print(m) + logger.info("missing keys:") + logger.info(m) if len(u) > 0 and verbose: - print("unexpected keys:") - print(u) + logger.info("unexpected keys:") + logger.info(u) model.cuda() model.eval() @@ -422,10 +429,10 @@ def load_model_from_config(config, ckpt, verbose=False): def load_sd_from_config(ckpt, verbose=False): - print(f"Loading model from {ckpt}") + logger.info(f"Loading model from {ckpt}") pl_sd = torch.load(ckpt, map_location="cpu") if "global_step" in pl_sd: - print(f"Global Step: {pl_sd['global_step']}") + logger.info(f"Global Step: {pl_sd['global_step']}") sd = pl_sd["state_dict"] return sd @@ -443,9 +450,9 @@ class MemUsageMonitor(threading.Thread): try: pynvml.nvmlInit() except: - print(f"[{self.name}] Unable to initialize NVIDIA management. No memory stats. \n") + logger.debug(f"[{self.name}] Unable to initialize NVIDIA management. No memory stats. \n") return - print(f"[{self.name}] Recording memory usage...\n") + logger.info(f"[{self.name}] Recording memory usage...\n") # Missing context #handle = pynvml.nvmlDeviceGetHandleByIndex(st.session_state['defaults'].general.gpu) handle = pynvml.nvmlDeviceGetHandleByIndex(0) @@ -453,9 +460,9 @@ class MemUsageMonitor(threading.Thread): while not self.stop_flag: m = pynvml.nvmlDeviceGetMemoryInfo(handle) self.max_usage = max(self.max_usage, m.used) - # print(self.max_usage) + # logger.info(self.max_usage) time.sleep(0.1) - print(f"[{self.name}] Stopped recording.\n") + logger.info(f"[{self.name}] Stopped recording.\n") pynvml.nvmlShutdown() def read(self): @@ -682,7 +689,7 @@ def find_noise_for_image(model, device, init_image, prompt, steps=200, cond_scal sigmas = dnw.get_sigmas(steps).flip(0) if verbose: - print(sigmas) + logger.info(sigmas) for i in trange(1, len(sigmas)): x_in = torch.cat([x] * 2) @@ -978,7 +985,7 @@ class LDSR(): log["sample_noquant"] = x_sample_noquant log["sample_diff"] = torch.abs(x_sample_noquant - x_sample) except: - print("Error with LDSR") + logger.error("Error with LDSR") pass log["sample"] = x_sample @@ -994,7 +1001,7 @@ class LDSR(): ddim = DDIMSampler(model) bs = shape[0] # dont know where this comes from but wayne shape = shape[1:] # cut batch dim - print(f"Sampling with eta = {eta}; steps: {steps}") + logger.info(f"Sampling with eta = {eta}; steps: {steps}") samples, intermediates = ddim.sample(steps, batch_size=bs, shape=shape, conditioning=cond, callback=callback, normals_sequence=normals_sequence, quantize_x0=quantize_x0, eta=eta, mask=mask, x0=x0, temperature=temperature, verbose=False, @@ -1138,7 +1145,7 @@ class LDSR(): width_downsampled_pre = width_og//downsample_rate height_downsampled_pre = height_og//downsample_rate if downsample_rate != 1: - print(f'Downsampling from [{width_og}, {height_og}] to [{width_downsampled_pre}, {height_downsampled_pre}]') + logger.info(f'Downsampling from [{width_og}, {height_og}] to [{width_downsampled_pre}, {height_downsampled_pre}]') im_og = im_og.resize((width_downsampled_pre, height_downsampled_pre), Image.LANCZOS) logs = self.run(model["model"], im_og, diffMode, diffusion_steps, eta) @@ -1165,17 +1172,17 @@ class LDSR(): aliasing = Image.NEAREST if downsample_rate != 1: - print(f'Downsampling from [{width}, {height}] to [{width_downsampled_post}, {height_downsampled_post}]') + logger.info(f'Downsampling from [{width}, {height}] to [{width_downsampled_post}, {height_downsampled_post}]') a = a.resize((width_downsampled_post, height_downsampled_post), aliasing) elif post_downsample == 'Original Size': - print(f'Downsampling from [{width}, {height}] to Original Size [{width_og}, {height_og}]') + logger.info(f'Downsampling from [{width}, {height}] to Original Size [{width_og}, {height_og}]') a = a.resize((width_og, height_og), aliasing) del model gc.collect() torch.cuda.empty_cache() - print(f'Processing finished!') + logger.info(f'Processing finished!') return a @@ -1424,7 +1431,7 @@ def ModelLoader(models,load=False,unload=False,imgproc_realesrgan_model_name='Re del global_vars[m+'CS'] if m == 'model': m = 'Stable Diffusion' - print('Unloaded ' + m) + logger.info('Unloaded ' + m) if load: for m in models: if m not in global_vars or m in global_vars and type(global_vars[m]) == bool: @@ -1443,7 +1450,7 @@ def ModelLoader(models,load=False,unload=False,imgproc_realesrgan_model_name='Re global_vars[m] = load_LDSR() if m =='model': m='Stable Diffusion' - print('Loaded ' + m) + logger.info('Loaded ' + m) torch_gc() @@ -1457,7 +1464,7 @@ def generation_callback(img, i=0): if i == 0: if img['i']: i = img['i'] except TypeError as e: - #print (e) + logger.error(e) pass if st.session_state.update_preview and\ @@ -1520,7 +1527,7 @@ def generation_callback(img, i=0): try: st.session_state["progress_bar"].progress(percent if percent < 100 else 100) except UnboundLocalError as e: - #print(e) + logger.error(e) pass @@ -2159,7 +2166,7 @@ def process_images( n_iter = math.ceil(len(all_prompts) / batch_size) all_seeds = len(all_prompts) * [seed] - print(f"Prompt matrix will create {len(all_prompts)} images using a total of {n_iter} batches.") + logger.info(f"Prompt matrix will create {len(all_prompts)} images using a total of {n_iter} batches.") else: if not st.session_state['defaults'].general.no_verify_input: @@ -2167,8 +2174,8 @@ def process_images( check_prompt_length(prompt, comments) except: import traceback - print("Error verifying input:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.info("Error verifying input:", file=sys.stderr) + logger.info(traceback.format_exc(), file=sys.stderr) all_prompts = batch_size * n_iter * [prompt] all_seeds = [seed + x for x in range(len(all_prompts))] @@ -2195,12 +2202,12 @@ def process_images( all_seeds[si] += target_seed_randomizer for n in range(n_iter): - print(f"Iteration: {n+1}/{n_iter}") + logger.info(f"Iteration: {n+1}/{n_iter}") prompts = all_prompts[n * batch_size:(n + 1) * batch_size] captions = prompt_matrix_parts[n * batch_size:(n + 1) * batch_size] seeds = all_seeds[n * batch_size:(n + 1) * batch_size] - print(prompt) + logger.info(prompt) if st.session_state['defaults'].general.optimized: server_state["modelCS"].to(st.session_state['defaults'].general.gpu) @@ -2364,7 +2371,7 @@ def process_images( # elif use_LDSR and "LDSR" in server_state and not use_GFPGAN: - print ("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) + logger.info ("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) if "progress_bar_text" in st.session_state: st.session_state["progress_bar_text"].text("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) #skip_save = True # #287 >_> @@ -2398,7 +2405,7 @@ def process_images( # elif use_LDSR and "LDSR" in server_state and use_GFPGAN and "GFPGAN" in server_state: - print ("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) + logger.info ("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) if "progress_bar_text" in st.session_state: st.session_state["progress_bar_text"].text("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) @@ -2533,8 +2540,8 @@ def process_images( grid = draw_prompt_matrix(grid, width, height, prompt_matrix_parts) except: import traceback - print("Error creating prompt_matrix text:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error("Error creating prompt_matrix text:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: grid = image_grid(output_images, batch_size) @@ -2619,7 +2626,7 @@ def convert_pt_to_bin_and_load(input_file, text_encoder, tokenizer, placeholder_ } torch.save(params_dict, "learned_embeds.bin") load_learned_embed_in_clip("learned_embeds.bin", text_encoder, tokenizer, placeholder_token) - print("loaded", placeholder_token) + logger.info("loaded", placeholder_token) @logger.catch def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist): @@ -2640,7 +2647,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor current_generation = None loop_retry = 0 elif current_id: - print(f"Retrying ({loop_retry}/10) for generation id {current_id}...") + logger.info(f"Retrying ({loop_retry}/10) for generation id {current_id}...") gen_dict = { "name": horde_name, "max_pixels": horde_max_pixels, @@ -2746,7 +2753,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor time.sleep(interval) continue if submit_req.status_code == 404: - print(f"The generation we were working on got stale. Aborting!") + logger.info(f"The generation we were working on got stale. Aborting!") elif not submit_req.ok: logger.error(f"During gen submit, server {horde_url} responded with status code {submit_req.status_code}: {submit['message']}. Waiting for 10 seconds... (Retry {loop_retry}/10)") if 'errors' in submit: diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 3a04bda..b0e5918 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -91,8 +91,7 @@ class plugin_info(): displayPriority = 1 # -#@query('test') -#@GET('txt2img') +@logger.catch def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_size: int, cfg_scale: float, seed: Union[int, str, None], height: int, width: int, separate_prompts:bool = False, normalize_prompt_weights:bool = True, save_individual_images: bool = True, save_grid: bool = True, group_by_prompt: bool = True, @@ -279,9 +278,9 @@ def layout(): index=sampler_name_list.index(st.session_state['defaults'].txt2img.default_sampler), help="Sampling method to use. Default: k_euler") with st.expander("Advanced"): - #with st.expander("Bridge"): - #use_bridge = st.checkbox("Use Stable Horde bridge", value=False, help="Use the stable horde bridge to generate images.") - #stable_horde_key = st.text_input("Stable Horde Api Key", value='', help="Optional Api Key used for the Stable Horde Bridge.") + with st.expander("Stable Horde"): + use_bridge = st.checkbox("Use Stable Horde", value=False, help="Use the Stable Horde to generate images. More info can be found at https://stablehorde.net/") + stable_horde_key = st.text_input("Stable Horde Api Key", value='', help="Optional Api Key used for the Stable Horde Bridge.") with st.expander("Output Settings"): separate_prompts = st.checkbox("Create Prompt Matrix.", value=st.session_state['defaults'].txt2img.separate_prompts, @@ -466,7 +465,7 @@ def layout(): #st.session_state['historyTab'] = [history_tab,col1,col2,col3,PlaceHolder,col1_cont,col2_cont,col3_cont] with gallery_tab: - print(seeds) + logger.info(seeds) sdGallery(output_images) diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index 720cc73..2f36ddc 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -273,7 +273,7 @@ def load_diffusers_model(weights_path,torch_device): if st.session_state.defaults.general.enable_minimal_memory_usage: server_state["pipe"].enable_minimal_memory_usage() - print("Tx2Vid Model Loaded") + logger.info("Tx2Vid Model Loaded") else: # if the float16 or no_half options have changed since the last time the model was loaded then we need to reload the model. if ("float16" in server_state and server_state['float16'] != st.session_state['defaults'].general.use_float16) \ @@ -294,7 +294,7 @@ def load_diffusers_model(weights_path,torch_device): load_diffusers_model(weights_path, torch_device) else: - print("Tx2Vid Model already Loaded") + logger.info("Tx2Vid Model already Loaded") except (EnvironmentError, OSError) as e: if "huggingface_token" not in st.session_state or st.session_state["defaults"].general.huggingface_token == "None": @@ -458,7 +458,7 @@ def txt2vid( load_diffusers_model(weights_path, torch_device) if "pipe" not in server_state: - print('wtf') + logger.error('wtf') server_state["pipe"].scheduler = SCHEDULERS[scheduler] @@ -534,7 +534,7 @@ def txt2vid( for i, t in enumerate(np.linspace(0, 1, num_steps)): start = timeit.default_timer() - print(f"COUNT: {frame_index+1}/{max_frames}") + logger.info(f"COUNT: {frame_index+1}/{max_frames}") if use_lerp_for_text: init = torch.lerp(init1, init2, float(t)) @@ -579,7 +579,7 @@ def txt2vid( try: st.session_state["preview_image"].image(gfpgan_image) except KeyError: - print ("Cant get session_state, skipping image preview.") + logger.error ("Cant get session_state, skipping image preview.") #except (AttributeError, KeyError): #print("Cant perform GFPGAN, skipping.") @@ -606,7 +606,7 @@ def txt2vid( except StopException: if save_video_on_stop: - print ("Streamlit Stop Exception Received. Saving video") + logger.info("Streamlit Stop Exception Received. Saving video") video_path = save_video_to_disk(frames, seeds, sanitized_prompt, save_video=save_video, outdir=outdir) else: video_path = None @@ -907,7 +907,7 @@ def layout(): if st.session_state["use_GFPGAN"]: if "GFPGAN" in server_state: - print("GFPGAN already loaded") + logger.info("GFPGAN already loaded") else: with col2: with hc.HyLoader('Loading Models...', hc.Loaders.standard_loaders,index=[0]): @@ -915,11 +915,11 @@ def layout(): if os.path.exists(st.session_state["defaults"].general.GFPGAN_dir): try: load_GFPGAN() - print("Loaded GFPGAN") + logger.info("Loaded GFPGAN") except Exception: import traceback - print("Error loading GFPGAN:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error("Error loading GFPGAN:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: if "GFPGAN" in server_state: del server_state["GFPGAN"] From 94084b210402bcbc9bdc946c89f87332f3f6761b Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 08:05:03 -0700 Subject: [PATCH 26/87] Removed decorest. --- requirements.txt | 1 - scripts/sd_utils.py | 7 +------ 2 files changed, 1 insertion(+), 7 deletions(-) diff --git a/requirements.txt b/requirements.txt index bc0192e..21cb511 100644 --- a/requirements.txt +++ b/requirements.txt @@ -34,7 +34,6 @@ streamlit-tensorboard==0.0.2 hydralit==1.0.14 hydralit_components==1.0.10 stqdm==0.0.4 -decorest==0.1.0 # txt2vid stable-diffusion-videos==0.5.3 diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 3a730b5..9e0d376 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -69,7 +69,6 @@ from ldm.util import ismap from typing import Dict from io import BytesIO #import librosa -from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS from logger import logger # Temp imports @@ -79,10 +78,9 @@ from logger import logger # end of imports #--------------------------------------------------------------------------------------------------------------- - # we make a log file where we store the logs logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip") # Once the file is too old, it's rotated - +#logger.add(sys.stderr, format="{time} {level} {message}") try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -140,7 +138,6 @@ if "keep_all_models_loaded" in st.session_state: #else: #app = None - # should and will be moved to a settings menu in the UI at some point grid_format = [s.lower() for s in st.session_state["defaults"].general.grid_format.split(':')] grid_lossless = False @@ -184,8 +181,6 @@ os.environ["CUDA_DEVICE_ORDER"]="PCI_BUS_ID" # see issue #152 os.environ["CUDA_VISIBLE_DEVICES"] = str(st.session_state["defaults"].general.gpu) -# - # functions to load css locally OR remotely starts here. Options exist for future flexibility. Called as st.markdown with unsafe_allow_html as css injection # TODO, maybe look into async loading the file especially for remote fetching def local_css(file_name): From bd03ad4671881c0cc7803f103d8855136c889e5d Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 00:09:20 -0700 Subject: [PATCH 27/87] Added some defaults to txt2img when we execute it on run_bridge so it doenst save any image from the horde to our hard drive. --- scripts/sd_utils.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index e0209b9..b75a3f6 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -2713,7 +2713,8 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor #images, seed, info, stats = txt2img(**current_payload) images, seed, info, stats = txt2img(str(current_payload['prompt']), int(current_payload['ddim_steps']), str(current_payload['sampler_name']), int(current_payload['n_iter']), 1, float(current_payload["cfg_scale"]), str(current_payload["seed"]), - int(current_payload["height"]), int(current_payload["width"])) + int(current_payload["height"]), int(current_payload["width"]), save_grid=False, group_by_prompt=False, + save_individual_images=False,write_info_files=False) buffer = BytesIO() # We send as WebP to avoid using all the horde bandwidth From 15136320635292c3a50095c427a280c77c3a9da1 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 02:05:30 -0700 Subject: [PATCH 28/87] Forced page rerun when hitting the reset button on the Settings page. --- scripts/Settings.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/Settings.py b/scripts/Settings.py index 5d2dc13..2fdb2dd 100644 --- a/scripts/Settings.py +++ b/scripts/Settings.py @@ -836,3 +836,4 @@ def layout(): if reset_button: st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") + st.experimental_rerun() From 5b728ce80346eee82e3e765e2f794d640495f7c2 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 02:17:31 -0700 Subject: [PATCH 29/87] Fixed logger.level() error when using the logger module with streamlit. It was getting loaded twice and so giving some errors because of this. --- scripts/logger.py | 21 ++++++++++++--------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/scripts/logger.py b/scripts/logger.py index 6c94d30..087a611 100644 --- a/scripts/logger.py +++ b/scripts/logger.py @@ -70,15 +70,18 @@ genfmt = "{level: <10} @ {time:YYYY-MM-DD HH:mm:ss} Date: Sat, 15 Oct 2022 04:12:55 -0700 Subject: [PATCH 30/87] Added logger using loguru from the logger.py. - From now on it will create a folder called "logs" with the current time on each launch and then save a log file with anything we want to log there including exceptions from streamlit. --- scripts/sd_utils.py | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index b75a3f6..92a09e8 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -68,8 +68,8 @@ from ldm.models.diffusion.ddim import DDIMSampler from ldm.util import ismap from typing import Dict from io import BytesIO -import librosa -# from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS +#import librosa +from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS from logger import logger # Temp imports @@ -123,6 +123,11 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: import modeldownload modeldownload.updateModels() + +# we make a log file where we store the logs +logger.add("logs/log_{time}.log", rotation=20, compression="zip") # Once the file is too old, it's rotated + + # #if st.session_state["defaults"].debug.enable_hydralit: #navbar_theme = {'txc_inactive': '#FFFFFF','menu_background':'#0e1117','txc_active':'black','option_active':'red'} @@ -2622,6 +2627,12 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor current_payload = None loop_retry = 0 while True: + # load the model for stable horde if its not in memory already + # we should load it after we get the request from the API in + # case the model is different from the loaded in memory but + # for now we can load it here so its read right away. + load_models(use_GFPGAN=True) + if loop_retry > 10 and current_id: logger.info(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") current_id = None @@ -2701,9 +2712,6 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor elif any(word in current_payload['prompt'] for word in horde_censorlist): current_payload['toggles'].append(8) - # load the model for stable horde if its not in memory already - load_models(use_GFPGAN=True) - from txt2img import txt2img @@ -2758,3 +2766,4 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor time.sleep(interval) +# From 03ab7c0716ed35f0673899842718e820093ef803 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 04:13:38 -0700 Subject: [PATCH 31/87] Added threading support for the horde bridge. --- scripts/webui_streamlit.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 690bb9f..f0879f1 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -117,6 +117,7 @@ def load_css(isLocal, nameOrURL): else: remote_css(nameOrURL) +@logger.catch def layout(): """Layout functions to define all the streamlit layout here.""" if not st.session_state["defaults"].debug.enable_hydralit: @@ -212,6 +213,7 @@ def layout(): if __name__ == '__main__': set_logger_verbosity(opt.verbosity) quiesce_logger(opt.quiet) + if not opt.headless: layout() @@ -277,13 +279,16 @@ if __name__ == '__main__': horde_max_power = 2 horde_max_pixels = 64*64*8*horde_max_power print(f"Joining Horde with parameters: API Key '{horde_api_key}'. Server Name '{horde_name}'. Horde URL '{horde_url}'. Max Pixels {horde_max_pixels}") + + + try: - #thread = threading.Thread(target=run_bridge(1, horde_api_key, horde_name, horde_url, - #horde_priority_usernames, horde_max_pixels, - #horde_nsfw, horde_censor_nsfw, horde_blacklist, - #horde_censorlist), args=()) - #thread.daemon = True - #thread.start() - run_bridge(1, horde_api_key, horde_name, horde_url, horde_priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist) + thread = threading.Thread(target=run_bridge(1, horde_api_key, horde_name, horde_url, + horde_priority_usernames, horde_max_pixels, + horde_nsfw, horde_censor_nsfw, horde_blacklist, + horde_censorlist), args=()) + thread.daemon = True + thread.start() + #run_bridge(1, horde_api_key, horde_name, horde_url, horde_priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist) except KeyboardInterrupt: print(f"Keyboard Interrupt Received. Ending Bridge") \ No newline at end of file From 495d6523243d0bf8f9f979c318fe840833699cc6 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 05:33:02 -0700 Subject: [PATCH 32/87] Added option to keep all models loaded and not delete them. --- configs/webui/webui_streamlit.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index c8c8719..92f4a6d 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -44,6 +44,7 @@ general: extra_models_gpu: False gfpgan_gpu: 0 esrgan_gpu: 0 + keep_all_models_loaded: False save_metadata: True save_format: "png" skip_grid: False From 2fcad23c772415831e524baec22d70d3e966440e Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 05:34:07 -0700 Subject: [PATCH 33/87] Replaced most if not all print statements with loguru to make the console output easier to understand and just look better overall. --- scripts/img2img.py | 4 +- scripts/img2txt.py | 86 ++++++++++++++--------------- scripts/sd_utils.py | 129 +++++++++++++++++++++++--------------------- scripts/txt2img.py | 11 ++-- scripts/txt2vid.py | 20 +++---- 5 files changed, 128 insertions(+), 122 deletions(-) diff --git a/scripts/img2img.py b/scripts/img2img.py index 3cf6928..6316caf 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -234,7 +234,7 @@ def img2img(prompt: str = '', init_info: any = None, init_info_mask: any = None, from skimage import exposure do_color_correction = True except: - print("Install scikit-image to perform color correction on loopback") + logger.error("Install scikit-image to perform color correction on loopback") for i in range(n_iter): if do_color_correction and i == 0: @@ -687,7 +687,7 @@ def layout(): message.success('Render Complete: ' + info + '; Stats: ' + stats, icon="βœ…") except (StopException, KeyError): - print(f"Received Streamlit StopException") + logger.info(f"Received Streamlit StopException") # this will render all the images at the end of the generation but its better if its moved to a second tab inside col2 and shown as a gallery. # use the current col2 first tab to show the preview_img and update it as its generated. diff --git a/scripts/img2txt.py b/scripts/img2txt.py index 778ffe7..fdce972 100644 --- a/scripts/img2txt.py +++ b/scripts/img2txt.py @@ -18,7 +18,7 @@ """ CLIP Interrogator made by @pharmapsychotic modified to work with our WebUI. -# CLIP Interrogator by @pharmapsychotic +# CLIP Interrogator by @pharmapsychotic Twitter: https://twitter.com/pharmapsychotic Github: https://github.com/pharmapsychotic/clip-interrogator @@ -65,23 +65,23 @@ server_state["clip_models"] = {} server_state["preprocesses"] = {} def load_blip_model(): - print("Loading BLIP Model") + logger.info("Loading BLIP Model") st.session_state["log_message"].code("Loading BLIP Model", language='') if "blip_model" not in server_state: with server_state_lock['blip_model']: server_state["blip_model"] = blip_decoder(pretrained="models/blip/model__base_caption.pth", image_size=blip_image_eval_size, vit='base', med_config="configs/blip/med_config.json") - + server_state["blip_model"] = server_state["blip_model"].eval() - + #if not st.session_state["defaults"].general.optimized: server_state["blip_model"] = server_state["blip_model"].to(device).half() - - print("BLIP Model Loaded") + + logger.info("BLIP Model Loaded") st.session_state["log_message"].code("BLIP Model Loaded", language='') else: - print("BLIP Model already loaded") + logger.info("BLIP Model already loaded") st.session_state["log_message"].code("BLIP Model Already Loaded", language='') #return server_state["blip_model"] @@ -92,54 +92,54 @@ def artstation_links(): """Find and save every artstation link for the first 500 pages of the explore page.""" # collecting links to the list() links = [] - + with open('data/img2txt/artstation_links.txt', 'w') as f: for page_num in range(1,500): response = requests.get(f'https://www.artstation.com/api/v2/community/explore/projects/trending.json?page={page_num}&dimension=all&per_page=100').text # open json response data = json.loads(response) - + # loopinh through json response for result in data['data']: # still looping and grabbing url's url = result['url'] links.append(url) # writing each link on the new line (\n) - f.write(f'{url}\n') + f.write(f'{url}\n') return links # def artstation_users(): """Get all the usernames and full name of the users on the first 500 pages of artstation explore page.""" # collect username and full name artists = [] - + # opening a .txt file with open('data/img2txt/artstation_artists.txt', 'w') as f: for page_num in range(1,500): response = requests.get(f'https://www.artstation.com/api/v2/community/explore/projects/trending.json?page={page_num}&dimension=all&per_page=100').text # open json response data = json.loads(response) - - + + # loopinh through json response for item in data['data']: #print (item['user']) username = item['user']['username'] full_name = item['user']['full_name'] - + # still looping and grabbing url's artists.append(username) artists.append(full_name) # writing each link on the new line (\n) f.write(f'{slugify(username)}\n') f.write(f'{slugify(full_name)}\n') - + return artists def generate_caption(pil_image): load_blip_model() - + gpu_image = transforms.Compose([ # type: ignore transforms.Resize((blip_image_eval_size, blip_image_eval_size), interpolation=InterpolationMode.BICUBIC), # type: ignore transforms.ToTensor(), # type: ignore @@ -189,10 +189,10 @@ def batch_rank(model, image_features, text_array, batch_size=st.session_state["d def interrogate(image, models): - #server_state["blip_model"] = + #server_state["blip_model"] = load_blip_model() - - print("Generating Caption") + + logger.info("Generating Caption") st.session_state["log_message"].code("Generating Caption", language='') caption = generate_caption(image) @@ -200,28 +200,28 @@ def interrogate(image, models): del server_state["blip_model"] clear_cuda() - print("Caption Generated") + logger.info("Caption Generated") st.session_state["log_message"].code("Caption Generated", language='') if len(models) == 0: - print(f"\n\n{caption}") + logger.info(f"\n\n{caption}") return table = [] bests = [[('', 0)]]*5 - print("Ranking Text") - + logger.info("Ranking Text") + #if "clip_model" in server_state: #print (server_state["clip_model"]) - + #print (st.session_state["log_message"]) - + for model_name in models: with torch.no_grad(), torch.autocast('cuda', dtype=torch.float16): - print(f"Interrogating with {model_name}...") + logger.info(f"Interrogating with {model_name}...") st.session_state["log_message"].code(f"Interrogating with {model_name}...", language='') - + if model_name not in server_state["clip_models"]: if not st.session_state["defaults"].img2txt.keep_all_models_loaded: model_to_delete = [] @@ -239,17 +239,17 @@ def interrogate(image, models): else: server_state["clip_models"][model_name], server_state["preprocesses"][model_name] = clip.load(model_name, device=device, download_root='models/clip') server_state["clip_models"][model_name] = server_state["clip_models"][model_name].cuda().eval() - + images = server_state["preprocesses"][model_name](image).unsqueeze(0).cuda() - - + + image_features = server_state["clip_models"][model_name].encode_image(images).float() - + image_features /= image_features.norm(dim=-1, keepdim=True) if st.session_state["defaults"].general.optimized: clear_cuda() - + ranks = [] ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, server_state["mediums"])) ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, ["by "+artist for artist in server_state["artists"]])) @@ -296,7 +296,7 @@ def interrogate(image, models): f"\n\n{caption}, {medium} {bests[1][0][0]}, {bests[2][0][0]}, {bests[3][0][0]}, {flaves}", language="") # - print("Finished Interrogating.") + logger.info("Finished Interrogating.") st.session_state["log_message"].code("Finished Interrogating.", language="") # @@ -329,12 +329,12 @@ def img2txt(): models.append('ViT-H-14') if st.session_state["ViT-g-14"]: models.append('ViT-g-14') - + if st.session_state["ViTB32"]: models.append('ViT-B/32') if st.session_state['ViTB16']: - models.append('ViT-B/16') - + models.append('ViT-B/16') + if st.session_state["ViTL14_336px"]: models.append('ViT-L/14@336px') if st.session_state["RN101"]: @@ -346,7 +346,7 @@ def img2txt(): if st.session_state["RN50x16"]: models.append('RN50x16') if st.session_state["RN50x64"]: - models.append('RN50x64') + models.append('RN50x64') # if str(image_path_or_url).startswith('http://') or str(image_path_or_url).startswith('https://'): #image = Image.open(requests.get(image_path_or_url, stream=True).raw).convert('RGB') @@ -389,11 +389,11 @@ def layout(): st.session_state["ViT-H-14"] = st.checkbox("ViT-H-14", value=False, help="ViT-H-14 model.") st.session_state["ViT-g-14"] = st.checkbox("ViT-g-14", value=False, help="ViT-g-14 model.") - - + + with st.expander("Others"): - st.info("For DiscoDiffusion and JAX enable all the same models here as you intend to use when generating your images.") - + st.info("For DiscoDiffusion and JAX enable all the same models here as you intend to use when generating your images.") + st.session_state["ViTL14_336px"] = st.checkbox("ViTL14_336px", value=False, help="ViTL14_336px model.") st.session_state["ViTB16"] = st.checkbox("ViTB16", value=False, help="ViTB16 model.") st.session_state["ViTB32"] = st.checkbox("ViTB32", value=False, help="ViTB32 model.") @@ -401,8 +401,8 @@ def layout(): st.session_state["RN50x4"] = st.checkbox("RN50x4", value=False, help="RN50x4 model.") st.session_state["RN50x16"] = st.checkbox("RN50x16", value=False, help="RN50x16 model.") st.session_state["RN50x64"] = st.checkbox("RN50x64", value=False, help="RN50x64 model.") - st.session_state["RN101"] = st.checkbox("RN101", value=False, help="RN101 model.") - + st.session_state["RN101"] = st.checkbox("RN101", value=False, help="RN101 model.") + # # st.subheader("Logs:") diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 92a09e8..3a730b5 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -79,6 +79,11 @@ from logger import logger # end of imports #--------------------------------------------------------------------------------------------------------------- + +# we make a log file where we store the logs +logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip") # Once the file is too old, it's rotated + + try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. from transformers import logging @@ -123,10 +128,9 @@ if st.session_state["defaults"].daisi_app.running_on_daisi_io: import modeldownload modeldownload.updateModels() - -# we make a log file where we store the logs -logger.add("logs/log_{time}.log", rotation=20, compression="zip") # Once the file is too old, it's rotated - +if "keep_all_models_loaded" in st.session_state: + with server_state_lock["keep_all_models_loaded"]: + server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded # #if st.session_state["defaults"].debug.enable_hydralit: @@ -239,7 +243,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m CustomModel_available=False, custom_model="Stable Diffusion v1.4"): """Load the different models. We also reuse the models that are already in memory to speed things up instead of loading them again. """ - print ("Loading models.") + logger.info("Loading models.") if "progress_bar_text" in st.session_state: st.session_state["progress_bar_text"].text("") @@ -248,7 +252,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m with server_state_lock["LDSR"]: if use_LDSR: if "LDSR" in server_state and server_state["LDSR"].name == LDSR_model: - print("LDSR already loaded") + logger.info("LDSR already loaded") else: if "LDSR" in server_state: del server_state["LDSR"] @@ -257,19 +261,21 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if os.path.exists(st.session_state["defaults"].general.LDSR_dir): try: server_state["LDSR"] = load_LDSR(model_name=LDSR_model) - print(f"Loaded LDSR") + logger.info(f"Loaded LDSR") except Exception: import traceback - print(f"Error loading LDSR:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error(f"Error loading LDSR:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: - if "LDSR" in server_state: + if "LDSR" in server_state and not server_state["keep_all_models_loaded"]: + logger.debug("LDSR was in memory but we won't use it. Removing to save VRAM.") del server_state["LDSR"] + with server_state_lock["GFPGAN"]: if use_GFPGAN: if "GFPGAN" in server_state and server_state["GFPGAN"].name == GFPGAN_model: - print("GFPGAN already loaded") + logger.info("GFPGAN already loaded") else: if "GFPGAN" in server_state: del server_state["GFPGAN"] @@ -278,19 +284,19 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if os.path.exists(st.session_state["defaults"].general.GFPGAN_dir): try: server_state["GFPGAN"] = load_GFPGAN(GFPGAN_model) - print(f"Loaded GFPGAN: {GFPGAN_model}") + logger.info(f"Loaded GFPGAN: {GFPGAN_model}") except Exception: import traceback - print(f"Error loading GFPGAN:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error(f"Error loading GFPGAN:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: - if "GFPGAN" in server_state: + if "GFPGAN" in server_state and not server_state["keep_all_models_loaded"]: del server_state["GFPGAN"] with server_state_lock["RealESRGAN"]: if use_RealESRGAN: if "RealESRGAN" in server_state and server_state["RealESRGAN"].model.name == RealESRGAN_model: - print("RealESRGAN already loaded") + logger.info("RealESRGAN already loaded") else: #Load RealESRGAN try: @@ -298,16 +304,16 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m # some errors can load the model incorrectly and leave things in memory. del server_state["RealESRGAN"] except KeyError as e: - print (e) + logger.error(e) pass if os.path.exists(st.session_state["defaults"].general.RealESRGAN_dir): # st.session_state is used for keeping the models in memory across multiple pages or runs. server_state["RealESRGAN"] = load_RealESRGAN(RealESRGAN_model) - print("Loaded RealESRGAN with model "+ server_state["RealESRGAN"].model.name) + logger.info("Loaded RealESRGAN with model "+ server_state["RealESRGAN"].model.name) else: - if "RealESRGAN" in server_state: + if "RealESRGAN" in server_state and not server_state["keep_all_models_loaded"]: del server_state["RealESRGAN"] with server_state_lock["model"], server_state_lock["modelCS"], server_state_lock["modelFS"], server_state_lock["loaded_model"]: @@ -319,7 +325,8 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m or ("no_half" in server_state and server_state['no_half'] != st.session_state['defaults'].general.no_half) \ or ("optimized" in server_state and server_state['optimized'] != st.session_state['defaults'].general.optimized): - print ("Model options changed, deleting the model from memory.") + logger.info("Model options changed, deleting the model from memory.") + del server_state['float16'] del server_state['no_half'] @@ -339,7 +346,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m use_RealESRGAN=st.session_state["use_RealESRGAN"], RealESRGAN_model=st.session_state["RealESRGAN_model"], CustomModel_available=server_state["CustomModel_available"], custom_model=st.session_state["custom_model"]) else: - print("Model already loaded") + logger.info("Model already loaded") return else: @@ -350,15 +357,15 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m del server_state["loaded_model"] except KeyError as e: - print (e) + logger.error(e) pass # if the model from txt2vid is in memory we need to remove it to improve performance. with server_state_lock["pipe"]: - if "pipe" in server_state: + if "pipe" in server_state and not server_state["keep_all_models_loaded"]: del server_state["pipe"] - if "textual_inversion" in st.session_state: + if "textual_inversion" in st.session_state and not server_state["keep_all_models_loaded"]: del st.session_state['textual_inversion'] # At this point the model is either @@ -385,7 +392,7 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m try: server_state["model"].args.use_multiprocessing_for_evaluation = False except AttributeError as e: - print (e) + logger.error(e) pass if st.session_state.defaults.general.enable_attention_slicing: @@ -394,27 +401,27 @@ def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_m if st.session_state.defaults.general.enable_minimal_memory_usage: server_state["model"].enable_minimal_memory_usage() - print("Model loaded.") + logger.info("Model loaded.") return True def load_model_from_config(config, ckpt, verbose=False): - print(f"Loading model from {ckpt}") + logger.info(f"Loading model from {ckpt}") pl_sd = torch.load(ckpt, map_location="cpu") if "global_step" in pl_sd: - print(f"Global Step: {pl_sd['global_step']}") + logger.info(f"Global Step: {pl_sd['global_step']}") sd = pl_sd["state_dict"] model = instantiate_from_config(config.model) m, u = model.load_state_dict(sd, strict=False) if len(m) > 0 and verbose: - print("missing keys:") - print(m) + logger.info("missing keys:") + logger.info(m) if len(u) > 0 and verbose: - print("unexpected keys:") - print(u) + logger.info("unexpected keys:") + logger.info(u) model.cuda() model.eval() @@ -422,10 +429,10 @@ def load_model_from_config(config, ckpt, verbose=False): def load_sd_from_config(ckpt, verbose=False): - print(f"Loading model from {ckpt}") + logger.info(f"Loading model from {ckpt}") pl_sd = torch.load(ckpt, map_location="cpu") if "global_step" in pl_sd: - print(f"Global Step: {pl_sd['global_step']}") + logger.info(f"Global Step: {pl_sd['global_step']}") sd = pl_sd["state_dict"] return sd @@ -443,9 +450,9 @@ class MemUsageMonitor(threading.Thread): try: pynvml.nvmlInit() except: - print(f"[{self.name}] Unable to initialize NVIDIA management. No memory stats. \n") + logger.debug(f"[{self.name}] Unable to initialize NVIDIA management. No memory stats. \n") return - print(f"[{self.name}] Recording memory usage...\n") + logger.info(f"[{self.name}] Recording memory usage...\n") # Missing context #handle = pynvml.nvmlDeviceGetHandleByIndex(st.session_state['defaults'].general.gpu) handle = pynvml.nvmlDeviceGetHandleByIndex(0) @@ -453,9 +460,9 @@ class MemUsageMonitor(threading.Thread): while not self.stop_flag: m = pynvml.nvmlDeviceGetMemoryInfo(handle) self.max_usage = max(self.max_usage, m.used) - # print(self.max_usage) + # logger.info(self.max_usage) time.sleep(0.1) - print(f"[{self.name}] Stopped recording.\n") + logger.info(f"[{self.name}] Stopped recording.\n") pynvml.nvmlShutdown() def read(self): @@ -682,7 +689,7 @@ def find_noise_for_image(model, device, init_image, prompt, steps=200, cond_scal sigmas = dnw.get_sigmas(steps).flip(0) if verbose: - print(sigmas) + logger.info(sigmas) for i in trange(1, len(sigmas)): x_in = torch.cat([x] * 2) @@ -978,7 +985,7 @@ class LDSR(): log["sample_noquant"] = x_sample_noquant log["sample_diff"] = torch.abs(x_sample_noquant - x_sample) except: - print("Error with LDSR") + logger.error("Error with LDSR") pass log["sample"] = x_sample @@ -994,7 +1001,7 @@ class LDSR(): ddim = DDIMSampler(model) bs = shape[0] # dont know where this comes from but wayne shape = shape[1:] # cut batch dim - print(f"Sampling with eta = {eta}; steps: {steps}") + logger.info(f"Sampling with eta = {eta}; steps: {steps}") samples, intermediates = ddim.sample(steps, batch_size=bs, shape=shape, conditioning=cond, callback=callback, normals_sequence=normals_sequence, quantize_x0=quantize_x0, eta=eta, mask=mask, x0=x0, temperature=temperature, verbose=False, @@ -1138,7 +1145,7 @@ class LDSR(): width_downsampled_pre = width_og//downsample_rate height_downsampled_pre = height_og//downsample_rate if downsample_rate != 1: - print(f'Downsampling from [{width_og}, {height_og}] to [{width_downsampled_pre}, {height_downsampled_pre}]') + logger.info(f'Downsampling from [{width_og}, {height_og}] to [{width_downsampled_pre}, {height_downsampled_pre}]') im_og = im_og.resize((width_downsampled_pre, height_downsampled_pre), Image.LANCZOS) logs = self.run(model["model"], im_og, diffMode, diffusion_steps, eta) @@ -1165,17 +1172,17 @@ class LDSR(): aliasing = Image.NEAREST if downsample_rate != 1: - print(f'Downsampling from [{width}, {height}] to [{width_downsampled_post}, {height_downsampled_post}]') + logger.info(f'Downsampling from [{width}, {height}] to [{width_downsampled_post}, {height_downsampled_post}]') a = a.resize((width_downsampled_post, height_downsampled_post), aliasing) elif post_downsample == 'Original Size': - print(f'Downsampling from [{width}, {height}] to Original Size [{width_og}, {height_og}]') + logger.info(f'Downsampling from [{width}, {height}] to Original Size [{width_og}, {height_og}]') a = a.resize((width_og, height_og), aliasing) del model gc.collect() torch.cuda.empty_cache() - print(f'Processing finished!') + logger.info(f'Processing finished!') return a @@ -1424,7 +1431,7 @@ def ModelLoader(models,load=False,unload=False,imgproc_realesrgan_model_name='Re del global_vars[m+'CS'] if m == 'model': m = 'Stable Diffusion' - print('Unloaded ' + m) + logger.info('Unloaded ' + m) if load: for m in models: if m not in global_vars or m in global_vars and type(global_vars[m]) == bool: @@ -1443,7 +1450,7 @@ def ModelLoader(models,load=False,unload=False,imgproc_realesrgan_model_name='Re global_vars[m] = load_LDSR() if m =='model': m='Stable Diffusion' - print('Loaded ' + m) + logger.info('Loaded ' + m) torch_gc() @@ -1457,7 +1464,7 @@ def generation_callback(img, i=0): if i == 0: if img['i']: i = img['i'] except TypeError as e: - #print (e) + logger.error(e) pass if st.session_state.update_preview and\ @@ -1520,7 +1527,7 @@ def generation_callback(img, i=0): try: st.session_state["progress_bar"].progress(percent if percent < 100 else 100) except UnboundLocalError as e: - #print(e) + logger.error(e) pass @@ -2159,7 +2166,7 @@ def process_images( n_iter = math.ceil(len(all_prompts) / batch_size) all_seeds = len(all_prompts) * [seed] - print(f"Prompt matrix will create {len(all_prompts)} images using a total of {n_iter} batches.") + logger.info(f"Prompt matrix will create {len(all_prompts)} images using a total of {n_iter} batches.") else: if not st.session_state['defaults'].general.no_verify_input: @@ -2167,8 +2174,8 @@ def process_images( check_prompt_length(prompt, comments) except: import traceback - print("Error verifying input:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.info("Error verifying input:", file=sys.stderr) + logger.info(traceback.format_exc(), file=sys.stderr) all_prompts = batch_size * n_iter * [prompt] all_seeds = [seed + x for x in range(len(all_prompts))] @@ -2195,12 +2202,12 @@ def process_images( all_seeds[si] += target_seed_randomizer for n in range(n_iter): - print(f"Iteration: {n+1}/{n_iter}") + logger.info(f"Iteration: {n+1}/{n_iter}") prompts = all_prompts[n * batch_size:(n + 1) * batch_size] captions = prompt_matrix_parts[n * batch_size:(n + 1) * batch_size] seeds = all_seeds[n * batch_size:(n + 1) * batch_size] - print(prompt) + logger.info(prompt) if st.session_state['defaults'].general.optimized: server_state["modelCS"].to(st.session_state['defaults'].general.gpu) @@ -2364,7 +2371,7 @@ def process_images( # elif use_LDSR and "LDSR" in server_state and not use_GFPGAN: - print ("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) + logger.info ("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) if "progress_bar_text" in st.session_state: st.session_state["progress_bar_text"].text("Running LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) #skip_save = True # #287 >_> @@ -2398,7 +2405,7 @@ def process_images( # elif use_LDSR and "LDSR" in server_state and use_GFPGAN and "GFPGAN" in server_state: - print ("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) + logger.info ("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) if "progress_bar_text" in st.session_state: st.session_state["progress_bar_text"].text("Running GFPGAN+LDSR on image %d of %d..." % (i+1, len(x_samples_ddim))) @@ -2533,8 +2540,8 @@ def process_images( grid = draw_prompt_matrix(grid, width, height, prompt_matrix_parts) except: import traceback - print("Error creating prompt_matrix text:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error("Error creating prompt_matrix text:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: grid = image_grid(output_images, batch_size) @@ -2619,7 +2626,7 @@ def convert_pt_to_bin_and_load(input_file, text_encoder, tokenizer, placeholder_ } torch.save(params_dict, "learned_embeds.bin") load_learned_embed_in_clip("learned_embeds.bin", text_encoder, tokenizer, placeholder_token) - print("loaded", placeholder_token) + logger.info("loaded", placeholder_token) @logger.catch def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist): @@ -2640,7 +2647,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor current_generation = None loop_retry = 0 elif current_id: - print(f"Retrying ({loop_retry}/10) for generation id {current_id}...") + logger.info(f"Retrying ({loop_retry}/10) for generation id {current_id}...") gen_dict = { "name": horde_name, "max_pixels": horde_max_pixels, @@ -2746,7 +2753,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor time.sleep(interval) continue if submit_req.status_code == 404: - print(f"The generation we were working on got stale. Aborting!") + logger.info(f"The generation we were working on got stale. Aborting!") elif not submit_req.ok: logger.error(f"During gen submit, server {horde_url} responded with status code {submit_req.status_code}: {submit['message']}. Waiting for 10 seconds... (Retry {loop_retry}/10)") if 'errors' in submit: diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 3a04bda..b0e5918 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -91,8 +91,7 @@ class plugin_info(): displayPriority = 1 # -#@query('test') -#@GET('txt2img') +@logger.catch def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_size: int, cfg_scale: float, seed: Union[int, str, None], height: int, width: int, separate_prompts:bool = False, normalize_prompt_weights:bool = True, save_individual_images: bool = True, save_grid: bool = True, group_by_prompt: bool = True, @@ -279,9 +278,9 @@ def layout(): index=sampler_name_list.index(st.session_state['defaults'].txt2img.default_sampler), help="Sampling method to use. Default: k_euler") with st.expander("Advanced"): - #with st.expander("Bridge"): - #use_bridge = st.checkbox("Use Stable Horde bridge", value=False, help="Use the stable horde bridge to generate images.") - #stable_horde_key = st.text_input("Stable Horde Api Key", value='', help="Optional Api Key used for the Stable Horde Bridge.") + with st.expander("Stable Horde"): + use_bridge = st.checkbox("Use Stable Horde", value=False, help="Use the Stable Horde to generate images. More info can be found at https://stablehorde.net/") + stable_horde_key = st.text_input("Stable Horde Api Key", value='', help="Optional Api Key used for the Stable Horde Bridge.") with st.expander("Output Settings"): separate_prompts = st.checkbox("Create Prompt Matrix.", value=st.session_state['defaults'].txt2img.separate_prompts, @@ -466,7 +465,7 @@ def layout(): #st.session_state['historyTab'] = [history_tab,col1,col2,col3,PlaceHolder,col1_cont,col2_cont,col3_cont] with gallery_tab: - print(seeds) + logger.info(seeds) sdGallery(output_images) diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index 720cc73..2f36ddc 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -273,7 +273,7 @@ def load_diffusers_model(weights_path,torch_device): if st.session_state.defaults.general.enable_minimal_memory_usage: server_state["pipe"].enable_minimal_memory_usage() - print("Tx2Vid Model Loaded") + logger.info("Tx2Vid Model Loaded") else: # if the float16 or no_half options have changed since the last time the model was loaded then we need to reload the model. if ("float16" in server_state and server_state['float16'] != st.session_state['defaults'].general.use_float16) \ @@ -294,7 +294,7 @@ def load_diffusers_model(weights_path,torch_device): load_diffusers_model(weights_path, torch_device) else: - print("Tx2Vid Model already Loaded") + logger.info("Tx2Vid Model already Loaded") except (EnvironmentError, OSError) as e: if "huggingface_token" not in st.session_state or st.session_state["defaults"].general.huggingface_token == "None": @@ -458,7 +458,7 @@ def txt2vid( load_diffusers_model(weights_path, torch_device) if "pipe" not in server_state: - print('wtf') + logger.error('wtf') server_state["pipe"].scheduler = SCHEDULERS[scheduler] @@ -534,7 +534,7 @@ def txt2vid( for i, t in enumerate(np.linspace(0, 1, num_steps)): start = timeit.default_timer() - print(f"COUNT: {frame_index+1}/{max_frames}") + logger.info(f"COUNT: {frame_index+1}/{max_frames}") if use_lerp_for_text: init = torch.lerp(init1, init2, float(t)) @@ -579,7 +579,7 @@ def txt2vid( try: st.session_state["preview_image"].image(gfpgan_image) except KeyError: - print ("Cant get session_state, skipping image preview.") + logger.error ("Cant get session_state, skipping image preview.") #except (AttributeError, KeyError): #print("Cant perform GFPGAN, skipping.") @@ -606,7 +606,7 @@ def txt2vid( except StopException: if save_video_on_stop: - print ("Streamlit Stop Exception Received. Saving video") + logger.info("Streamlit Stop Exception Received. Saving video") video_path = save_video_to_disk(frames, seeds, sanitized_prompt, save_video=save_video, outdir=outdir) else: video_path = None @@ -907,7 +907,7 @@ def layout(): if st.session_state["use_GFPGAN"]: if "GFPGAN" in server_state: - print("GFPGAN already loaded") + logger.info("GFPGAN already loaded") else: with col2: with hc.HyLoader('Loading Models...', hc.Loaders.standard_loaders,index=[0]): @@ -915,11 +915,11 @@ def layout(): if os.path.exists(st.session_state["defaults"].general.GFPGAN_dir): try: load_GFPGAN() - print("Loaded GFPGAN") + logger.info("Loaded GFPGAN") except Exception: import traceback - print("Error loading GFPGAN:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) + logger.error("Error loading GFPGAN:", file=sys.stderr) + logger.error(traceback.format_exc(), file=sys.stderr) else: if "GFPGAN" in server_state: del server_state["GFPGAN"] From c509a961cb10ad9582bf5832442b9da692bb4bf8 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 08:05:03 -0700 Subject: [PATCH 34/87] Removed decorest. --- requirements.txt | 1 - scripts/sd_utils.py | 7 +------ 2 files changed, 1 insertion(+), 7 deletions(-) diff --git a/requirements.txt b/requirements.txt index bc0192e..21cb511 100644 --- a/requirements.txt +++ b/requirements.txt @@ -34,7 +34,6 @@ streamlit-tensorboard==0.0.2 hydralit==1.0.14 hydralit_components==1.0.10 stqdm==0.0.4 -decorest==0.1.0 # txt2vid stable-diffusion-videos==0.5.3 diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 3a730b5..9e0d376 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -69,7 +69,6 @@ from ldm.util import ismap from typing import Dict from io import BytesIO #import librosa -from decorest import backend, RestClient, GET, query, PUT, POST, DELETE, HEAD, OPTIONS from logger import logger # Temp imports @@ -79,10 +78,9 @@ from logger import logger # end of imports #--------------------------------------------------------------------------------------------------------------- - # we make a log file where we store the logs logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip") # Once the file is too old, it's rotated - +#logger.add(sys.stderr, format="{time} {level} {message}") try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -140,7 +138,6 @@ if "keep_all_models_loaded" in st.session_state: #else: #app = None - # should and will be moved to a settings menu in the UI at some point grid_format = [s.lower() for s in st.session_state["defaults"].general.grid_format.split(':')] grid_lossless = False @@ -184,8 +181,6 @@ os.environ["CUDA_DEVICE_ORDER"]="PCI_BUS_ID" # see issue #152 os.environ["CUDA_VISIBLE_DEVICES"] = str(st.session_state["defaults"].general.gpu) -# - # functions to load css locally OR remotely starts here. Options exist for future flexibility. Called as st.markdown with unsafe_allow_html as css injection # TODO, maybe look into async loading the file especially for remote fetching def local_css(file_name): From d3e22998af0a545561f0f59bf5250e77d1f53909 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Sat, 15 Oct 2022 15:37:04 -0700 Subject: [PATCH 35/87] Added option to run the generation using Stable Horde instead of the local GPU. --- scripts/sd_utils.py | 8 +- scripts/txt2img.py | 349 +++++++++++++++++++++++++++++++++++--------- 2 files changed, 283 insertions(+), 74 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 9e0d376..184bc1a 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -79,8 +79,10 @@ from logger import logger #--------------------------------------------------------------------------------------------------------------- # we make a log file where we store the logs -logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip") # Once the file is too old, it's rotated -#logger.add(sys.stderr, format="{time} {level} {message}") +logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip", level='INFO') # Once the file is too old, it's rotated +logger.add(sys.stderr, diagnose=True) +#logger.add(sys.stderr, format="{time} {level} {message}", level='INFO') +logger.enable("") try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -1924,7 +1926,7 @@ def save_sample(image, sample_path_i, filename, jpg_sample, prompts, seeds, widt target="txt2img" if init_img is None else "img2img", prompt=prompts[i], ddim_steps=steps, toggles=toggles, sampler_name=sampler_name, ddim_eta=ddim_eta, n_iter=n_iter, batch_size=batch_size, cfg_scale=cfg_scale, - seed=seeds[i], width=width, height=height, normalize_prompt_weights=normalize_prompt_weights, model_name=server_state["loaded_model"]) + seed=seeds[i], width=width, height=height, normalize_prompt_weights=normalize_prompt_weights, model_name=model_name) # Not yet any use for these, but they bloat up the files: # info_dict["init_img"] = init_img # info_dict["init_mask"] = init_mask diff --git a/scripts/txt2img.py b/scripts/txt2img.py index b0e5918..67a5d9b 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -90,83 +90,287 @@ class plugin_info(): isTab = True displayPriority = 1 +#@logger.catch +def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, + n_iter, steps, cfg_scale, width, height, prompt_matrix, use_GFPGAN, GFPGAN_model, + use_RealESRGAN, realesrgan_model_name, use_LDSR, + LDSR_model_name, ddim_eta, normalize_prompt_weights, + save_individual_images, sort_samples, write_info_files, + jpg_sample, variant_amount, variant_seed, api_key, + nsfw=True, censor_nsfw=False): + + st.session_state["progress_bar_text"].info("Generating image with Stable Horde.") + + # start time after garbage collection (or before?) + start_time = time.time() + + # We will use this date here later for the folder name, need to start_time if not need + run_start_dt = datetime.datetime.now() + + mem_mon = MemUsageMonitor('MemMon') + mem_mon.start() + + os.makedirs(outpath, exist_ok=True) + + sample_path = os.path.join(outpath, "samples") + os.makedirs(sample_path, exist_ok=True) + + params = { + "sampler_name": "k_euler", + "toggles": [1,4], + "cfg_scale": cfg_scale, + "seed": str(seed), + "width": width, + "height": height, + "seed_variation": variant_seed if variant_seed else 1, + "steps": int(steps), + "n": int(n_iter) + # You can put extra params here if you wish + } + + final_submit_dict = { + "prompt": prompt, + "params": params, + "nsfw": nsfw, + "censor_nsfw": censor_nsfw, + "trusted_workers": True, + "workers": [] + } + + headers = {"apikey": api_key} + logger.debug(final_submit_dict) + horde_url = "https://stablehorde.net" + submit_req = requests.post(f'{horde_url}/api/v2/generate/async', json = final_submit_dict, headers = headers) + if submit_req.ok: + submit_results = submit_req.json() + logger.debug(submit_results) + req_id = submit_results['id'] + is_done = False + while not is_done: + chk_req = requests.get(f'{horde_url}/api/v2/generate/check/{req_id}') + if not chk_req.ok: + logger.error(chk_req.text) + return + chk_results = chk_req.json() + logger.info(chk_results) + is_done = chk_results['done'] + time.sleep(1) + retrieve_req = requests.get(f'{horde_url}/api/v2/generate/status/{req_id}') + if not retrieve_req.ok: + logger.error(retrieve_req.text) + return + results_json = retrieve_req.json() + # logger.debug(results_json) + results = results_json['generations'] + + output_images = [] + comments = [] + prompt_matrix_parts = [] + + if not st.session_state['defaults'].general.no_verify_input: + try: + check_prompt_length(prompt, comments) + except: + import traceback + logger.info("Error verifying input:", file=sys.stderr) + logger.info(traceback.format_exc(), file=sys.stderr) + + all_prompts = batch_size * n_iter * [prompt] + all_seeds = [seed + x for x in range(len(all_prompts))] + + for iter in range(len(results)): + b64img = results[iter]["img"] + base64_bytes = b64img.encode('utf-8') + img_bytes = base64.b64decode(base64_bytes) + img = Image.open(BytesIO(img_bytes)) + + sanitized_prompt = slugify(prompt) + + prompts = all_prompts[iter * batch_size:(iter + 1) * batch_size] + #captions = prompt_matrix_parts[n * batch_size:(n + 1) * batch_size] + seeds = all_seeds[iter * batch_size:(iter + 1) * batch_size] + + if sort_samples: + full_path = os.path.join(os.getcwd(), sample_path, sanitized_prompt) + + + sanitized_prompt = sanitized_prompt[:200-len(full_path)] + sample_path_i = os.path.join(sample_path, sanitized_prompt) + + #print(f"output folder length: {len(os.path.join(os.getcwd(), sample_path_i))}") + #print(os.path.join(os.getcwd(), sample_path_i)) + + os.makedirs(sample_path_i, exist_ok=True) + base_count = get_next_sequence_number(sample_path_i) + filename = f"{base_count:05}-{steps}_{sampler_name}_{seeds[iter]}" + else: + full_path = os.path.join(os.getcwd(), sample_path) + sample_path_i = sample_path + base_count = get_next_sequence_number(sample_path_i) + filename = f"{base_count:05}-{steps}_{sampler_name}_{seed}_{sanitized_prompt}"[:200-len(full_path)] #same as before + + save_sample(img, sample_path_i, filename, jpg_sample, prompts, seeds, width, height, steps, cfg_scale, + normalize_prompt_weights, use_GFPGAN, write_info_files, prompt_matrix, init_img=None, + denoising_strength=0.75, resize_mode=None, uses_loopback=False, uses_random_seed_loopback=False, + save_grid=save_grid, + sort_samples=sampler_name, sampler_name=sampler_name, ddim_eta=ddim_eta, n_iter=n_iter, + batch_size=batch_size, i=iter, save_individual_images=save_individual_images, + model_name="Stable Diffusion v1.4") + + output_images.append(img) + + # update image on the UI so we can see the progress + if "preview_image" in st.session_state: + st.session_state["preview_image"].image(img) + + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].empty() + + #if len(results) > 1: + #final_filename = f"{iter}_{filename}" + #img.save(final_filename) + #logger.info(f"Saved {final_filename}") + else: + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].error(submit_req.text) + + logger.error(submit_req.text) + + mem_max_used, mem_total = mem_mon.read_and_stop() + time_diff = time.time()-start_time + + info = f""" + {prompt} + Steps: {steps}, Sampler: {sampler_name}, CFG scale: {cfg_scale}, Seed: {seed}{', GFPGAN' if use_GFPGAN else ''}{', '+realesrgan_model_name if use_RealESRGAN else ''} + {', Prompt Matrix Mode.' if prompt_matrix else ''}""".strip() + + stats = f''' + Took { round(time_diff, 2) }s total ({ round(time_diff/(len(all_prompts)),2) }s per image) + Peak memory usage: { -(mem_max_used // -1_048_576) } MiB / { -(mem_total // -1_048_576) } MiB / { round(mem_max_used/mem_total*100, 3) }%''' + + for comment in comments: + info += "\n\n" + comment + + #mem_mon.stop() + #del mem_mon + torch_gc() + + return output_images, seed, info, stats + + # -@logger.catch +#@logger.catch def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_size: int, cfg_scale: float, seed: Union[int, str, None], height: int, width: int, separate_prompts:bool = False, normalize_prompt_weights:bool = True, save_individual_images: bool = True, save_grid: bool = True, group_by_prompt: bool = True, save_as_jpg: bool = True, use_GFPGAN: bool = True, GFPGAN_model: str = 'GFPGANv1.3', use_RealESRGAN: bool = False, RealESRGAN_model: str = "RealESRGAN_x4plus_anime_6B", use_LDSR: bool = True, LDSR_model: str = "model", fp = None, variant_amount: float = 0.0, - variant_seed: int = None, ddim_eta:float = 0.0, write_info_files:bool = True): + variant_seed: int = None, ddim_eta:float = 0.0, write_info_files:bool = True, + use_stable_horde: bool = False, stable_horde_key:str = ''): outpath = st.session_state['defaults'].general.outdir_txt2img seed = seed_to_int(seed) - if sampler_name == 'PLMS': - sampler = PLMSSampler(server_state["model"]) - elif sampler_name == 'DDIM': - sampler = DDIMSampler(server_state["model"]) - elif sampler_name == 'k_dpm_2_a': - sampler = KDiffusionSampler(server_state["model"],'dpm_2_ancestral') - elif sampler_name == 'k_dpm_2': - sampler = KDiffusionSampler(server_state["model"],'dpm_2') - elif sampler_name == 'k_euler_a': - sampler = KDiffusionSampler(server_state["model"],'euler_ancestral') - elif sampler_name == 'k_euler': - sampler = KDiffusionSampler(server_state["model"],'euler') - elif sampler_name == 'k_heun': - sampler = KDiffusionSampler(server_state["model"],'heun') - elif sampler_name == 'k_lms': - sampler = KDiffusionSampler(server_state["model"],'lms') + if not use_stable_horde: + + if sampler_name == 'PLMS': + sampler = PLMSSampler(server_state["model"]) + elif sampler_name == 'DDIM': + sampler = DDIMSampler(server_state["model"]) + elif sampler_name == 'k_dpm_2_a': + sampler = KDiffusionSampler(server_state["model"],'dpm_2_ancestral') + elif sampler_name == 'k_dpm_2': + sampler = KDiffusionSampler(server_state["model"],'dpm_2') + elif sampler_name == 'k_euler_a': + sampler = KDiffusionSampler(server_state["model"],'euler_ancestral') + elif sampler_name == 'k_euler': + sampler = KDiffusionSampler(server_state["model"],'euler') + elif sampler_name == 'k_heun': + sampler = KDiffusionSampler(server_state["model"],'heun') + elif sampler_name == 'k_lms': + sampler = KDiffusionSampler(server_state["model"],'lms') + else: + raise Exception("Unknown sampler: " + sampler_name) + + def init(): + pass + + def sample(init_data, x, conditioning, unconditional_conditioning, sampler_name): + samples_ddim, _ = sampler.sample(S=ddim_steps, conditioning=conditioning, batch_size=int(x.shape[0]), shape=x[0].shape, verbose=False, unconditional_guidance_scale=cfg_scale, + unconditional_conditioning=unconditional_conditioning, eta=ddim_eta, x_T=x, + img_callback=generation_callback if not server_state["bridge"] else None, + log_every_t=int(st.session_state.update_preview_frequency if not server_state["bridge"] else 100)) + + return samples_ddim + + + if use_stable_horde: + output_images, seed, info, stats = stable_horde( + prompt=prompt, + seed=seed, + outpath=outpath, + sampler_name=sampler_name, + save_grid=save_grid, + batch_size=batch_size, + n_iter=n_iter, + steps=ddim_steps, + cfg_scale=cfg_scale, + width=width, + height=height, + prompt_matrix=separate_prompts, + use_GFPGAN=use_GFPGAN, + GFPGAN_model=GFPGAN_model, + use_RealESRGAN=use_RealESRGAN, + realesrgan_model_name=RealESRGAN_model, + use_LDSR=use_LDSR, + LDSR_model_name=LDSR_model, + ddim_eta=ddim_eta, + normalize_prompt_weights=normalize_prompt_weights, + save_individual_images=save_individual_images, + sort_samples=group_by_prompt, + write_info_files=write_info_files, + jpg_sample=save_as_jpg, + variant_amount=variant_amount, + variant_seed=variant_seed, + api_key=stable_horde_key + ) else: - raise Exception("Unknown sampler: " + sampler_name) - def init(): - pass + #try: + output_images, seed, info, stats = process_images( + outpath=outpath, + func_init=init, + func_sample=sample, + prompt=prompt, + seed=seed, + sampler_name=sampler_name, + save_grid=save_grid, + batch_size=batch_size, + n_iter=n_iter, + steps=ddim_steps, + cfg_scale=cfg_scale, + width=width, + height=height, + prompt_matrix=separate_prompts, + use_GFPGAN=use_GFPGAN, + GFPGAN_model=GFPGAN_model, + use_RealESRGAN=use_RealESRGAN, + realesrgan_model_name=RealESRGAN_model, + use_LDSR=use_LDSR, + LDSR_model_name=LDSR_model, + ddim_eta=ddim_eta, + normalize_prompt_weights=normalize_prompt_weights, + save_individual_images=save_individual_images, + sort_samples=group_by_prompt, + write_info_files=write_info_files, + jpg_sample=save_as_jpg, + variant_amount=variant_amount, + variant_seed=variant_seed, + ) - def sample(init_data, x, conditioning, unconditional_conditioning, sampler_name): - samples_ddim, _ = sampler.sample(S=ddim_steps, conditioning=conditioning, batch_size=int(x.shape[0]), shape=x[0].shape, verbose=False, unconditional_guidance_scale=cfg_scale, - unconditional_conditioning=unconditional_conditioning, eta=ddim_eta, x_T=x, - img_callback=generation_callback if not server_state["bridge"] else None, - log_every_t=int(st.session_state.update_preview_frequency if not server_state["bridge"] else 100)) - - return samples_ddim - - #try: - output_images, seed, info, stats = process_images( - outpath=outpath, - func_init=init, - func_sample=sample, - prompt=prompt, - seed=seed, - sampler_name=sampler_name, - save_grid=save_grid, - batch_size=batch_size, - n_iter=n_iter, - steps=ddim_steps, - cfg_scale=cfg_scale, - width=width, - height=height, - prompt_matrix=separate_prompts, - use_GFPGAN=use_GFPGAN, - GFPGAN_model=GFPGAN_model, - use_RealESRGAN=use_RealESRGAN, - realesrgan_model_name=RealESRGAN_model, - use_LDSR=use_LDSR, - LDSR_model_name=LDSR_model, - ddim_eta=ddim_eta, - normalize_prompt_weights=normalize_prompt_weights, - save_individual_images=save_individual_images, - sort_samples=group_by_prompt, - write_info_files=write_info_files, - jpg_sample=save_as_jpg, - variant_amount=variant_amount, - variant_seed=variant_seed, - ) - - del sampler + del sampler return output_images, seed, info, stats @@ -177,6 +381,7 @@ def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_ #return [], seed, 'err', stats # +#@logger.catch def layout(): with st.form("txt2img-inputs"): st.session_state["generation_mode"] = "txt2img" @@ -279,8 +484,9 @@ def layout(): with st.expander("Advanced"): with st.expander("Stable Horde"): - use_bridge = st.checkbox("Use Stable Horde", value=False, help="Use the Stable Horde to generate images. More info can be found at https://stablehorde.net/") - stable_horde_key = st.text_input("Stable Horde Api Key", value='', help="Optional Api Key used for the Stable Horde Bridge.") + use_stable_horde = st.checkbox("Use Stable Horde", value=False, help="Use the Stable Horde to generate images. More info can be found at https://stablehorde.net/") + stable_horde_key = st.text_input("Stable Horde Api Key", value='', type="password", + help="Optional Api Key used for the Stable Horde Bridge, if no api key is added the horde will be used anonymously.") with st.expander("Output Settings"): separate_prompts = st.checkbox("Create Prompt Matrix.", value=st.session_state['defaults'].txt2img.separate_prompts, @@ -409,12 +615,12 @@ def layout(): if generate_button: with col2: - with hc.HyLoader('Loading Models...', hc.Loaders.standard_loaders,index=[0]): - load_models(use_LDSR=st.session_state["use_LDSR"], LDSR_model=st.session_state["LDSR_model"], - use_GFPGAN=st.session_state["use_GFPGAN"], GFPGAN_model=st.session_state["GFPGAN_model"] , - use_RealESRGAN=st.session_state["use_RealESRGAN"], RealESRGAN_model=st.session_state["RealESRGAN_model"], - CustomModel_available=server_state["CustomModel_available"], custom_model=st.session_state["custom_model"]) - + if not use_stable_horde: + with hc.HyLoader('Loading Models...', hc.Loaders.standard_loaders,index=[0]): + load_models(use_LDSR=st.session_state["use_LDSR"], LDSR_model=st.session_state["LDSR_model"], + use_GFPGAN=st.session_state["use_GFPGAN"], GFPGAN_model=st.session_state["GFPGAN_model"] , + use_RealESRGAN=st.session_state["use_RealESRGAN"], RealESRGAN_model=st.session_state["RealESRGAN_model"], + CustomModel_available=server_state["CustomModel_available"], custom_model=st.session_state["custom_model"]) #print(st.session_state['use_RealESRGAN']) #print(st.session_state['use_LDSR']) @@ -426,7 +632,8 @@ def layout(): save_grid, group_by_prompt, save_as_jpg, st.session_state["use_GFPGAN"], st.session_state['GFPGAN_model'], use_RealESRGAN=st.session_state["use_RealESRGAN"], RealESRGAN_model=st.session_state["RealESRGAN_model"], use_LDSR=st.session_state["use_LDSR"], LDSR_model=st.session_state["LDSR_model"], - variant_amount=variant_amount, variant_seed=variant_seed, write_info_files=write_info_files) + variant_amount=variant_amount, variant_seed=variant_seed, write_info_files=write_info_files, + use_stable_horde=use_stable_horde, stable_horde_key=stable_horde_key) message.success('Render Complete: ' + info + '; Stats: ' + stats, icon="βœ…") From 974743fbccd5b8040523a790553925b7491d12eb Mon Sep 17 00:00:00 2001 From: Divided by Zer0 Date: Sun, 16 Oct 2022 01:38:36 +0200 Subject: [PATCH 36/87] logger import --- scripts/logger/__init__.py | 1 + scripts/{ => logger}/logger.py | 24 ++++++++++++------------ 2 files changed, 13 insertions(+), 12 deletions(-) create mode 100644 scripts/logger/__init__.py rename scripts/{ => logger}/logger.py (85%) diff --git a/scripts/logger/__init__.py b/scripts/logger/__init__.py new file mode 100644 index 0000000..4f2140a --- /dev/null +++ b/scripts/logger/__init__.py @@ -0,0 +1 @@ +from .logger import logger,set_logger_verbosity,quiesce_logger \ No newline at end of file diff --git a/scripts/logger.py b/scripts/logger/logger.py similarity index 85% rename from scripts/logger.py rename to scripts/logger/logger.py index 087a611..a448c54 100644 --- a/scripts/logger.py +++ b/scripts/logger/logger.py @@ -70,18 +70,16 @@ genfmt = "{level: <10} @ {time:YYYY-MM-DD HH:mm:ss} Date: Sun, 16 Oct 2022 01:59:39 +0200 Subject: [PATCH 37/87] logger improvements --- scripts/sd_utils.py | 23 +++++++++++++---------- scripts/webui_streamlit.py | 2 +- 2 files changed, 14 insertions(+), 11 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 184bc1a..18d1cdb 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -79,10 +79,9 @@ from logger import logger #--------------------------------------------------------------------------------------------------------------- # we make a log file where we store the logs -logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip", level='INFO') # Once the file is too old, it's rotated -logger.add(sys.stderr, diagnose=True) -#logger.add(sys.stderr, format="{time} {level} {message}", level='INFO') -logger.enable("") +# logger.add(sys.stderr, diagnose=True) +# logger.add(sys.stderr, format="{time} {level} {message}", level='INFO') +# logger.enable("") try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -1497,6 +1496,7 @@ def generation_callback(img, i=0): # Show a progress bar so we can keep track of the progress even when the image progress is not been shown, # Dont worry, it doesnt affect the performance. + percent = 0 if st.session_state["generation_mode"] == "txt2img": percent = int(100 * float(i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps)/float(st.session_state.sampling_steps)) @@ -2631,12 +2631,6 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor current_payload = None loop_retry = 0 while True: - # load the model for stable horde if its not in memory already - # we should load it after we get the request from the API in - # case the model is different from the loaded in memory but - # for now we can load it here so its read right away. - load_models(use_GFPGAN=True) - if loop_retry > 10 and current_id: logger.info(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") current_id = None @@ -2652,6 +2646,7 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor "nsfw": horde_nsfw, "blacklist": horde_blacklist, "models": ["stable_diffusion"], + "bridge_version": 2, } headers = {"apikey": api_key} if current_id: @@ -2716,6 +2711,14 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor elif any(word in current_payload['prompt'] for word in horde_censorlist): current_payload['toggles'].append(8) + # load the model for stable horde if its not in memory already + # we should load it after we get the request from the API in + # case the model is different from the loaded in memory but + # for now we can load it here so its read right away. + logger.info(pop) + use_gfpgan = pop.get("use_gfpgan", True) + load_models(use_GFPGAN=use_gfpgan) + from txt2img import txt2img diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index f0879f1..720d3d3 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -278,7 +278,7 @@ if __name__ == '__main__': if horde_max_power < 2: horde_max_power = 2 horde_max_pixels = 64*64*8*horde_max_power - print(f"Joining Horde with parameters: API Key '{horde_api_key}'. Server Name '{horde_name}'. Horde URL '{horde_url}'. Max Pixels {horde_max_pixels}") + logger.info(f"Joining Horde with parameters: Server Name '{horde_name}'. Horde URL '{horde_url}'. Max Pixels {horde_max_pixels}") From 7acc2456f8ff6ccc9c7b8432de4f10ab926814c7 Mon Sep 17 00:00:00 2001 From: Jorge Castro Nistal Date: Sun, 16 Oct 2022 23:17:24 +0200 Subject: [PATCH 38/87] Fix Image Enhancers Documentation link on Readme.md (#1535) # Description - Fix Image Enhancers Documentation link on Readme.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 67f2ce3..a5c9d3f 100644 --- a/README.md +++ b/README.md @@ -153,7 +153,7 @@ More powerful upscalers that uses a seperate Latent Diffusion model to more clea -Please see the [Image Enhancers Documentation](docs/5.image_enhancers.md) to learn more. +Please see the [Image Enhancers Documentation](docs/6.image_enhancers.md) to learn more. ----- From 468d468fbb4c48f213db38ebbc1be9809cbfc6be Mon Sep 17 00:00:00 2001 From: Ruslan Sheptolut Date: Mon, 17 Oct 2022 20:01:17 +1000 Subject: [PATCH 39/87] Don't ask about restoring stash if nothing was stashed (#1533) # Description Minor quality of life update. Recently launching the webui.bat became a bit more annoying, as it always asks about restoring changes, even if I have none, and then it needs another interaction for no reason (pause>nul). This change makes sure the interaction is only needed when there were changes stashed, and removes the second pause. Yesterday I double clicked the shortcut to start the Stable Horde worker overnight, and even noticed the "Y/N" prompt, but went to bed not realizing it also does the (pause>nul) after that... No reason to be this intrusive. Closes: #1532 # Checklist: - [X] I have changed the base branch to `dev` - [X] I have performed a self-review of my own code - [X] I have commented my code in hard-to-understand areas - [X] I have made corresponding changes to the documentation --- horde_bridge.cmd | 15 +++++++++------ webui-streamlit.cmd | 15 +++++++++------ webui.cmd | 15 +++++++++------ 3 files changed, 27 insertions(+), 18 deletions(-) diff --git a/horde_bridge.cmd b/horde_bridge.cmd index d592393..75fb41a 100644 --- a/horde_bridge.cmd +++ b/horde_bridge.cmd @@ -58,20 +58,23 @@ IF "%v_conda_path%"=="" ( :CONDA_FOUND echo Stashing local changes and pulling latest update... +git status --porcelain=1 -uno | findstr . && set "HasChanges=1" || set "HasChanges=0" call git stash call git pull +IF "%HasChanges%" == "0" GOTO SKIP_RESTORE + set /P restore="Do you want to restore changes you made before updating? (Y/N): " IF /I "%restore%" == "N" ( - echo Removing changes please wait... + echo Removing changes... call git stash drop - echo Changes removed, press any key to continue... - pause >nul + echo "Changes removed" ) ELSE IF /I "%restore%" == "Y" ( - echo Restoring changes, please wait... + echo Restoring changes... call git stash pop --quiet - echo Changes restored, press any key to continue... - pause >nul + echo "Changes restored" ) + +:SKIP_RESTORE call "%v_conda_path%\Scripts\activate.bat" for /f "delims=" %%a in ('git log -1 --format^="%%H" -- environment.yaml') DO set v_cur_hash=%%a diff --git a/webui-streamlit.cmd b/webui-streamlit.cmd index a564aef..1bedda7 100644 --- a/webui-streamlit.cmd +++ b/webui-streamlit.cmd @@ -58,20 +58,23 @@ IF "%v_conda_path%"=="" ( :CONDA_FOUND echo Stashing local changes and pulling latest update... +git status --porcelain=1 -uno | findstr . && set "HasChanges=1" || set "HasChanges=0" call git stash call git pull +IF "%HasChanges%" == "0" GOTO SKIP_RESTORE + set /P restore="Do you want to restore changes you made before updating? (Y/N): " IF /I "%restore%" == "N" ( - echo Removing changes please wait... + echo Removing changes... call git stash drop - echo Changes removed, press any key to continue... - pause >nul + echo Changes removed ) ELSE IF /I "%restore%" == "Y" ( - echo Restoring changes, please wait... + echo Restoring changes... call git stash pop --quiet - echo Changes restored, press any key to continue... - pause >nul + echo Changes restored ) + +:SKIP_RESTORE call "%v_conda_path%\Scripts\activate.bat" for /f "delims=" %%a in ('git log -1 --format^="%%H" -- environment.yaml') DO set v_cur_hash=%%a diff --git a/webui.cmd b/webui.cmd index b0621e4..5046841 100644 --- a/webui.cmd +++ b/webui.cmd @@ -58,20 +58,23 @@ IF "%v_conda_path%"=="" ( :CONDA_FOUND echo Stashing local changes and pulling latest update... +git status --porcelain=1 -uno | findstr . && set "HasChanges=1" || set "HasChanges=0" call git stash call git pull +IF "%HasChanges%" == "0" GOTO SKIP_RESTORE + set /P restore="Do you want to restore changes you made before updating? (Y/N): " IF /I "%restore%" == "N" ( - echo Removing changes please wait... + echo Removing changes... call git stash drop - echo Changes removed, press any key to continue... - pause >nul + echo Changes removed ) ELSE IF /I "%restore%" == "Y" ( - echo Restoring changes, please wait... + echo Restoring changes... call git stash pop --quiet - echo Changes restored, press any key to continue... - pause >nul + echo Changes restored ) + +:SKIP_RESTORE call "%v_conda_path%\Scripts\activate.bat" for /f "delims=" %%a in ('git log -1 --format^="%%H" -- environment.yaml') DO set v_cur_hash=%%a From ef0b5f4c3ee4a09d1c5497cf0ea78a5f0c161dce Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 05:09:47 -0700 Subject: [PATCH 40/87] Added reraise option for loguru. --- scripts/webui_streamlit.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 720d3d3..bede83f 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -117,7 +117,7 @@ def load_css(isLocal, nameOrURL): else: remote_css(nameOrURL) -@logger.catch +@logger.catch(reraise=True) def layout(): """Layout functions to define all the streamlit layout here.""" if not st.session_state["defaults"].debug.enable_hydralit: @@ -282,6 +282,7 @@ if __name__ == '__main__': + try: thread = threading.Thread(target=run_bridge(1, horde_api_key, horde_name, horde_url, horde_priority_usernames, horde_max_pixels, From 68a8fc26d626282098b0a5e15b35a0dfeecab1b8 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 05:10:06 -0700 Subject: [PATCH 41/87] Added reraise option for loguru. --- scripts/img2txt.py | 37 +++++++++++++++++++++++++++---------- scripts/sd_utils.py | 28 +++++++++++++--------------- scripts/txt2img.py | 20 ++++++++++++++++---- 3 files changed, 56 insertions(+), 29 deletions(-) diff --git a/scripts/img2txt.py b/scripts/img2txt.py index fdce972..87f3110 100644 --- a/scripts/img2txt.py +++ b/scripts/img2txt.py @@ -64,9 +64,12 @@ blip_image_eval_size = 512 server_state["clip_models"] = {} server_state["preprocesses"] = {} +st.session_state["log"] = [] + def load_blip_model(): logger.info("Loading BLIP Model") - st.session_state["log_message"].code("Loading BLIP Model", language='') + st.session_state.append("Loading BLIP Model") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') if "blip_model" not in server_state: with server_state_lock['blip_model']: @@ -79,10 +82,12 @@ def load_blip_model(): server_state["blip_model"] = server_state["blip_model"].to(device).half() logger.info("BLIP Model Loaded") - st.session_state["log_message"].code("BLIP Model Loaded", language='') + st.session_state.append("BLIP Model Loaded") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') else: logger.info("BLIP Model already loaded") - st.session_state["log_message"].code("BLIP Model Already Loaded", language='') + st.session_state.append("BLIP Model already loaded") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') #return server_state["blip_model"] @@ -193,7 +198,8 @@ def interrogate(image, models): load_blip_model() logger.info("Generating Caption") - st.session_state["log_message"].code("Generating Caption", language='') + st.session_state.append("Generating Caption") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') caption = generate_caption(image) if st.session_state["defaults"].general.optimized: @@ -201,13 +207,14 @@ def interrogate(image, models): clear_cuda() logger.info("Caption Generated") - st.session_state["log_message"].code("Caption Generated", language='') + st.session_state.append("Caption Generated") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') if len(models) == 0: logger.info(f"\n\n{caption}") return - table = [] + table = [].sort(key=lambda x: int(''.join(filter(str.isdigit, x)))) bests = [[('', 0)]]*5 logger.info("Ranking Text") @@ -220,7 +227,8 @@ def interrogate(image, models): for model_name in models: with torch.no_grad(), torch.autocast('cuda', dtype=torch.float16): logger.info(f"Interrogating with {model_name}...") - st.session_state["log_message"].code(f"Interrogating with {model_name}...", language='') + st.session_state.append(f"Interrogating with {model_name}...") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') if model_name not in server_state["clip_models"]: if not st.session_state["defaults"].img2txt.keep_all_models_loaded: @@ -233,9 +241,13 @@ def interrogate(image, models): del server_state["preprocesses"][model] clear_cuda() if model_name == 'ViT-H-14': - server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, pretrained='laion2b_s32b_b79k', cache_dir='models/clip') + server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, + pretrained='laion2b_s32b_b79k', + cache_dir='models/clip') elif model_name == 'ViT-g-14': - server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, pretrained='laion2b_s12b_b42k', cache_dir='models/clip') + server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, + pretrained='laion2b_s12b_b42k', + cache_dir='models/clip') else: server_state["clip_models"][model_name], server_state["preprocesses"][model_name] = clip.load(model_name, device=device, download_root='models/clip') server_state["clip_models"][model_name] = server_state["clip_models"][model_name].cuda().eval() @@ -265,6 +277,9 @@ def interrogate(image, models): # ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, server_state["themes"])) # ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, server_state["keywords"])) + #print (bests) + #print (ranks) + for i in range(len(ranks)): confidence_sum = 0 for ci in range(len(ranks[i])): @@ -288,6 +303,7 @@ def interrogate(image, models): flaves = ', '.join([f"{x[0]}" for x in bests[4]]) medium = bests[0][0][0] + if caption.startswith(medium): st.session_state["text_result"][st.session_state["processed_image_count"]].code( f"\n\n{caption} {bests[1][0][0]}, {bests[2][0][0]}, {bests[3][0][0]}, {flaves}", language="") @@ -297,7 +313,8 @@ def interrogate(image, models): # logger.info("Finished Interrogating.") - st.session_state["log_message"].code("Finished Interrogating.", language="") + st.session_state.append("Finished Interrogating.") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') # diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 18d1cdb..5c5a1fc 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -70,6 +70,7 @@ from typing import Dict from io import BytesIO #import librosa from logger import logger +#from loguru import logger # Temp imports #from basicsr.utils.registry import ARCH_REGISTRY @@ -79,9 +80,10 @@ from logger import logger #--------------------------------------------------------------------------------------------------------------- # we make a log file where we store the logs -# logger.add(sys.stderr, diagnose=True) -# logger.add(sys.stderr, format="{time} {level} {message}", level='INFO') -# logger.enable("") +logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip", level='INFO') # Once the file is too old, it's rotated +#logger.add(sys.stderr, diagnose=True) +logger.add(sys.stdout) +logger.enable("") try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -1496,7 +1498,6 @@ def generation_callback(img, i=0): # Show a progress bar so we can keep track of the progress even when the image progress is not been shown, # Dont worry, it doesnt affect the performance. - percent = 0 if st.session_state["generation_mode"] == "txt2img": percent = int(100 * float(i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps)/float(st.session_state.sampling_steps)) @@ -1524,7 +1525,7 @@ def generation_callback(img, i=0): try: st.session_state["progress_bar"].progress(percent if percent < 100 else 100) except UnboundLocalError as e: - logger.error(e) + #logger.error(e) pass @@ -2625,12 +2626,18 @@ def convert_pt_to_bin_and_load(input_file, text_encoder, tokenizer, placeholder_ load_learned_embed_in_clip("learned_embeds.bin", text_encoder, tokenizer, placeholder_token) logger.info("loaded", placeholder_token) -@logger.catch +@logger.catch(reraise=True) def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist): current_id = None current_payload = None loop_retry = 0 + # load the model for stable horde if its not in memory already + # we should load it after we get the request from the API in + # case the model is different from the loaded in memory but + # for now we can load it here so its read right away. + load_models(use_GFPGAN=True) while True: + if loop_retry > 10 and current_id: logger.info(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") current_id = None @@ -2646,7 +2653,6 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor "nsfw": horde_nsfw, "blacklist": horde_blacklist, "models": ["stable_diffusion"], - "bridge_version": 2, } headers = {"apikey": api_key} if current_id: @@ -2711,14 +2717,6 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor elif any(word in current_payload['prompt'] for word in horde_censorlist): current_payload['toggles'].append(8) - # load the model for stable horde if its not in memory already - # we should load it after we get the request from the API in - # case the model is different from the loaded in memory but - # for now we can load it here so its read right away. - logger.info(pop) - use_gfpgan = pop.get("use_gfpgan", True) - load_models(use_GFPGAN=use_gfpgan) - from txt2img import txt2img diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 67a5d9b..6c9b41b 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -90,7 +90,7 @@ class plugin_info(): isTab = True displayPriority = 1 -#@logger.catch +@logger.catch(reraise=True) def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, n_iter, steps, cfg_scale, width, height, prompt_matrix, use_GFPGAN, GFPGAN_model, use_RealESRGAN, realesrgan_model_name, use_LDSR, @@ -99,7 +99,11 @@ def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, jpg_sample, variant_amount, variant_seed, api_key, nsfw=True, censor_nsfw=False): - st.session_state["progress_bar_text"].info("Generating image with Stable Horde.") + log = [] + + log.append("Generating image with Stable Horde.") + + st.session_state["progress_bar_text"].code('\n'.join(log), language='') # start time after garbage collection (or before?) start_time = time.time() @@ -136,14 +140,22 @@ def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, "trusted_workers": True, "workers": [] } + log.append(final_submit_dict) headers = {"apikey": api_key} logger.debug(final_submit_dict) + st.session_state["progress_bar_text"].code('\n'.join(log), language='') + horde_url = "https://stablehorde.net" + submit_req = requests.post(f'{horde_url}/api/v2/generate/async', json = final_submit_dict, headers = headers) if submit_req.ok: submit_results = submit_req.json() logger.debug(submit_results) + + log.append(submit_results) + st.session_state["progress_bar_text"].code('\n'.join(log), language='') + req_id = submit_results['id'] is_done = False while not is_done: @@ -259,7 +271,7 @@ def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, # -#@logger.catch +@logger.catch(reraise=True) def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_size: int, cfg_scale: float, seed: Union[int, str, None], height: int, width: int, separate_prompts:bool = False, normalize_prompt_weights:bool = True, save_individual_images: bool = True, save_grid: bool = True, group_by_prompt: bool = True, @@ -381,7 +393,7 @@ def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_ #return [], seed, 'err', stats # -#@logger.catch +@logger.catch(reraise=True) def layout(): with st.form("txt2img-inputs"): st.session_state["generation_mode"] = "txt2img" From f893e85b5c4eb2f3e5cab464172cad1d96ff64ca Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 05:11:01 -0700 Subject: [PATCH 42/87] Added hydrus_api library which will be used to query hydrus for tags. --- scripts/hydrus_api/__init__.py | 766 +++++++++++++++++++++++++++++++++ scripts/hydrus_api/utils.py | 102 +++++ 2 files changed, 868 insertions(+) create mode 100644 scripts/hydrus_api/__init__.py create mode 100644 scripts/hydrus_api/utils.py diff --git a/scripts/hydrus_api/__init__.py b/scripts/hydrus_api/__init__.py new file mode 100644 index 0000000..63cdf02 --- /dev/null +++ b/scripts/hydrus_api/__init__.py @@ -0,0 +1,766 @@ +# Copyright (C) 2021 cryzed +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU Affero General Public License as +# published by the Free Software Foundation, either version 3 of the +# License, or (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU Affero General Public License for more details. +# +# You should have received a copy of the GNU Affero General Public License +# along with this program. If not, see . + +import enum +import json +import os +import typing as T +from collections import abc + +import requests + +__version__ = "4.0.0" + +DEFAULT_API_URL = "http://127.0.0.1:45869/" +HYDRUS_METADATA_ENCODING = "utf-8" +AUTHENTICATION_TIMEOUT_CODE = 419 + + +class HydrusAPIException(Exception): + pass + + +class ConnectionError(HydrusAPIException, requests.ConnectTimeout): + pass + + +class APIError(HydrusAPIException): + def __init__(self, response: requests.Response): + super().__init__(response.text) + self.response = response + + +class MissingParameter(APIError): + pass + + +class InsufficientAccess(APIError): + pass + + +class DatabaseLocked(APIError): + pass + + +class ServerError(APIError): + pass + + +# Customize IntEnum, so we can just do str(Enum.member) to get the string representation of its value unmodified, +# without users having to access .value explicitly +class StringableIntEnum(enum.IntEnum): + def __str__(self): + return str(self.value) + + +@enum.unique +class Permission(StringableIntEnum): + IMPORT_URLS = 0 + IMPORT_FILES = 1 + ADD_TAGS = 2 + SEARCH_FILES = 3 + MANAGE_PAGES = 4 + MANAGE_COOKIES = 5 + MANAGE_DATABASE = 6 + ADD_NOTES = 7 + + +@enum.unique +class URLType(StringableIntEnum): + POST_URL = 0 + FILE_URL = 2 + GALLERY_URL = 3 + WATCHABLE_URL = 4 + UNKNOWN_URL = 5 + + +@enum.unique +class ImportStatus(StringableIntEnum): + IMPORTABLE = 0 + SUCCESS = 1 + EXISTS = 2 + PREVIOUSLY_DELETED = 3 + FAILED = 4 + VETOED = 7 + + +@enum.unique +class TagAction(StringableIntEnum): + ADD = 0 + DELETE = 1 + PEND = 2 + RESCIND_PENDING = 3 + PETITION = 4 + RESCIND_PETITION = 5 + + +@enum.unique +class TagStatus(StringableIntEnum): + CURRENT = 0 + PENDING = 1 + DELETED = 2 + PETITIONED = 3 + + +@enum.unique +class PageType(StringableIntEnum): + GALLERY_DOWNLOADER = 1 + SIMPLE_DOWNLOADER = 2 + HARD_DRIVE_IMPORT = 3 + PETITIONS = 5 + FILE_SEARCH = 6 + URL_DOWNLOADER = 7 + DUPLICATES = 8 + THREAD_WATCHER = 9 + PAGE_OF_PAGES = 10 + + +@enum.unique +class FileSortType(StringableIntEnum): + FILE_SIZE = 0 + DURATION = 1 + IMPORT_TIME = 2 + FILE_TYPE = 3 + RANDOM = 4 + WIDTH = 5 + HEIGHT = 6 + RATIO = 7 + NUMBER_OF_PIXELS = 8 + NUMBER_OF_TAGS = 9 + NUMBER_OF_MEDIA_VIEWS = 10 + TOTAL_MEDIA_VIEWTIME = 11 + APPROXIMATE_BITRATE = 12 + HAS_AUDIO = 13 + MODIFIED_TIME = 14 + FRAMERATE = 15 + NUMBER_OF_FRAMES = 16 + + +class BinaryFileLike(T.Protocol): + def read(self): + ... + + +# The client should accept all objects that either support the iterable or mapping protocol. We must ensure that objects +# are either lists or dicts, so Python's json module can handle them +class JSONEncoder(json.JSONEncoder): + def default(self, object_: T.Any): + if isinstance(object_, abc.Mapping): + return dict(object_) + if isinstance(object_, abc.Iterable): + return list(object_) + return super().default(object_) + + +class Client: + VERSION = 31 + + # Access Management + _GET_API_VERSION_PATH = "/api_version" + _REQUEST_NEW_PERMISSIONS_PATH = "/request_new_permissions" + _GET_SESSION_KEY_PATH = "/session_key" + _VERIFY_ACCESS_KEY_PATH = "/verify_access_key" + _GET_SERVICES_PATH = "/get_services" + + # Adding Files + _ADD_FILE_PATH = "/add_files/add_file" + _DELETE_FILES_PATH = "/add_files/delete_files" + _UNDELETE_FILES_PATH = "/add_files/undelete_files" + _ARCHIVE_FILES_PATH = "/add_files/archive_files" + _UNARCHIVE_FILES_PATH = "/add_files/unarchive_files" + + # Adding Tags + _CLEAN_TAGS_PATH = "/add_tags/clean_tags" + _SEARCH_TAGS_PATH = "/add_tags/search_tags" + _ADD_TAGS_PATH = "/add_tags/add_tags" + + # Adding URLs + _GET_URL_FILES_PATH = "/add_urls/get_url_files" + _GET_URL_INFO_PATH = "/add_urls/get_url_info" + _ADD_URL_PATH = "/add_urls/add_url" + _ASSOCIATE_URL_PATH = "/add_urls/associate_url" + + # Adding Notes + _SET_NOTES_PATH = "/add_notes/set_notes" + _DELETE_NOTES_PATH = "/add_notes/delete_notes" + + # Managing Cookies and HTTP Headers + _GET_COOKIES_PATH = "/manage_cookies/get_cookies" + _SET_COOKIES_PATH = "/manage_cookies/set_cookies" + _SET_USER_AGENT_PATH = "/manage_headers/set_user_agent" + + # Managing Pages + _GET_PAGES_PATH = "/manage_pages/get_pages" + _GET_PAGE_INFO_PATH = "/manage_pages/get_page_info" + _ADD_FILES_TO_PAGE_PATH = "/manage_pages/add_files" + _FOCUS_PAGE_PATH = "/manage_pages/focus_page" + + # Searching and Fetching Files + _SEARCH_FILES_PATH = "/get_files/search_files" + _GET_FILE_METADATA_PATH = "/get_files/file_metadata" + _GET_FILE_PATH = "/get_files/file" + _GET_THUMBNAIL_PATH = "/get_files/thumbnail" + + # Managing the Database + _LOCK_DATABASE_PATH = "/manage_database/lock_on" + _UNLOCK_DATABASE_PATH = "/manage_database/lock_off" + _MR_BONES_PATH = "/manage_database/mr_bones" + + def __init__( + self, + access_key = None, + api_url: str = DEFAULT_API_URL, + session = None, + ): + """ + See https://hydrusnetwork.github.io/hydrus/help/client_api.html for documentation. + """ + + self.access_key = access_key + self.api_url = api_url.rstrip("/") + self.session = session or requests.Session() + + def _api_request(self, method: str, path: str, **kwargs: T.Any): + if self.access_key is not None: + kwargs.setdefault("headers", {}).update({"Hydrus-Client-API-Access-Key": self.access_key}) + + # Make sure we use our custom JSONEncoder that can serialize all objects that implement the iterable or mapping + # protocol + json_data = kwargs.pop("json", None) + if json_data is not None: + kwargs["data"] = json.dumps(json_data, cls=JSONEncoder) + # Since we aren't using the json keyword-argument, we have to set the Content-Type manually + kwargs["headers"]["Content-Type"] = "application/json" + + try: + response = self.session.request(method, self.api_url + path, **kwargs) + except requests.RequestException as error: + # Re-raise connection and timeout errors as hydrus.ConnectionErrors so these are more easy to handle for + # client applications + raise ConnectionError(*error.args) + + try: + response.raise_for_status() + except requests.HTTPError: + if response.status_code == requests.codes.bad_request: + raise MissingParameter(response) + elif response.status_code in { + requests.codes.unauthorized, + requests.codes.forbidden, + AUTHENTICATION_TIMEOUT_CODE, + }: + raise InsufficientAccess(response) + elif response.status_code == requests.codes.service_unavailable: + raise DatabaseLocked(response) + elif response.status_code == requests.codes.server_error: + raise ServerError(response) + raise APIError(response) + + return response + + def get_api_version(self): + response = self._api_request("GET", self._GET_API_VERSION_PATH) + return response.json() + + def request_new_permissions(self, name, permissions): + response = self._api_request( + "GET", + self._REQUEST_NEW_PERMISSIONS_PATH, + params={"name": name, "basic_permissions": json.dumps(permissions, cls=JSONEncoder)}, + ) + return response.json()["access_key"] + + def get_session_key(self): + response = self._api_request("GET", self._GET_SESSION_KEY_PATH) + return response.json()["session_key"] + + def verify_access_key(self): + response = self._api_request("GET", self._VERIFY_ACCESS_KEY_PATH) + return response.json() + + def get_services(self): + response = self._api_request("GET", self._GET_SERVICES_PATH) + return response.json() + + def add_file(self, path_or_file: T.Union[str, os.PathLike, BinaryFileLike]): + if isinstance(path_or_file, (str, os.PathLike)): + response = self._api_request("POST", self._ADD_FILE_PATH, json={"path": os.fspath(path_or_file)}) + else: + response = self._api_request( + "POST", + self._ADD_FILE_PATH, + data=path_or_file.read(), + headers={"Content-Type": "application/octet-stream"}, + ) + + return response.json() + + def delete_files( + self, + hashes = None, + file_ids = None, + file_service_name = None, + file_service_key = None, + reason = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if file_service_name is not None and file_service_key is not None: + raise ValueError("Exactly one of file_service_name, file_service_key is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if file_service_name is not None: + payload["file_service_name"] = file_service_name + if file_service_key is not None: + payload["file_service_key"] = file_service_key + if reason is not None: + payload["reason"] = reason + + self._api_request("POST", self._DELETE_FILES_PATH, json=payload) + + def undelete_files( + self, + hashes = None, + file_ids = None, + file_service_name = None, + file_service_key = None, + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if file_service_name is not None and file_service_key is not None: + raise ValueError("Exactly one of file_service_name, file_service_key is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if file_service_name is not None: + payload["file_service_name"] = file_service_name + if file_service_key is not None: + payload["file_service_key"] = file_service_key + + self._api_request("POST", self._UNDELETE_FILES_PATH, json=payload) + + def archive_files( + self, + hashes = None, + file_ids = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + + self._api_request("POST", self._ARCHIVE_FILES_PATH, json=payload) + + def unarchive_files( + self, + hashes = None, + file_ids = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + + self._api_request("POST", self._UNARCHIVE_FILES_PATH, json=payload) + + def clean_tags(self, tags ): + response = self._api_request("GET", self._CLEAN_TAGS_PATH, params={"tags": json.dumps(tags, cls=JSONEncoder)}) + return response.json()["tags"] + + def search_tags( + self, + search: str, + tag_service_key = None, + tag_service_name = None + ): + if tag_service_name is not None and tag_service_key is not None: + raise ValueError("Exactly one of tag_service_name, tag_service_key is required") + + payload: dict[str, T.Any] = {"search": search} + if tag_service_key is not None: + payload["tag_service_key"] = tag_service_key + if tag_service_name is not None: + payload["tag_service_name"] = tag_service_name + + response = self._api_request("GET", self._SEARCH_TAGS_PATH, params=payload) + return response.json()["tags"] + + def add_tags( + self, + hashes = None, + file_ids = None, + service_names_to_tags = None, + service_keys_to_tags = None, + service_names_to_actions_to_tags = None, + service_keys_to_actions_to_tags = None, + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if ( + service_names_to_tags is None + and service_keys_to_tags is None + and service_names_to_actions_to_tags is None + and service_keys_to_actions_to_tags is None + ): + raise ValueError( + "At least one of service_names_to_tags, service_keys_to_tags, service_names_to_actions_to_tags or " + "service_keys_to_actions_to_tags is required" + ) + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if service_names_to_tags is not None: + payload["service_names_to_tags"] = service_names_to_tags + if service_keys_to_tags is not None: + payload["service_keys_to_tags"] = service_keys_to_tags + if service_names_to_actions_to_tags is not None: + payload["service_names_to_actions_to_tags"] = service_names_to_actions_to_tags + if service_keys_to_actions_to_tags is not None: + payload["service_keys_to_actions_to_tags"] = service_keys_to_actions_to_tags + + self._api_request("POST", self._ADD_TAGS_PATH, json=payload) + + def get_url_files(self, url: str): + response = self._api_request("GET", self._GET_URL_FILES_PATH, params={"url": url}) + return response.json() + + def get_url_info(self, url: str): + response = self._api_request("GET", self._GET_URL_INFO_PATH, params={"url": url}) + return response.json() + + def add_url( + self, + url: str, + destination_page_key = None, + destination_page_name = None, + show_destination_page = None, + service_names_to_additional_tags = None, + service_keys_to_additional_tags = None, + filterable_tags = None, + ): + if destination_page_key is not None and destination_page_name is not None: + raise ValueError("Exactly one of destination_page_key, destination_page_name is required") + + payload: dict[str, T.Any] = {"url": url} + if destination_page_key is not None: + payload["destination_page_key"] = destination_page_key + if destination_page_name is not None: + payload["destination_page_name"] = destination_page_name + if show_destination_page is not None: + payload["show_destination_page"] = show_destination_page + if service_names_to_additional_tags is not None: + payload["service_names_to_additional_tags"] = service_names_to_additional_tags + if service_keys_to_additional_tags is not None: + payload["service_keys_to_additional_tags"] = service_keys_to_additional_tags + if filterable_tags is not None: + payload["filterable_tags"] = filterable_tags + + response = self._api_request("POST", self._ADD_URL_PATH, json=payload) + return response.json() + + def associate_url( + self, + hashes = None, + file_ids = None, + urls_to_add = None, + urls_to_delete = None, + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if urls_to_add is None and urls_to_delete is None: + raise ValueError("At least one of urls_to_add, urls_to_delete is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if urls_to_add is not None: + urls_to_add = urls_to_add + payload["urls_to_add"] = urls_to_add + if urls_to_delete is not None: + urls_to_delete = urls_to_delete + payload["urls_to_delete"] = urls_to_delete + + self._api_request("POST", self._ASSOCIATE_URL_PATH, json=payload) + + def set_notes(self, notes , hash_= None, file_id = None): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + payload: dict[str, T.Any] = {"notes": notes} + if hash_ is not None: + payload["hash"] = hash_ + if file_id is not None: + payload["file_id"] = file_id + + self._api_request("POST", self._SET_NOTES_PATH, json=payload) + + def delete_notes( + self, + note_names , + hash_ = None, + file_id = None + ): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + payload: dict[str, T.Any] = {"note_names": note_names} + if hash_ is not None: + payload["hash"] = hash_ + if file_id is not None: + payload["file_id"] = file_id + + self._api_request("POST", self._DELETE_NOTES_PATH, json=payload) + + def get_cookies(self, domain: str): + response = self._api_request("GET", self._GET_COOKIES_PATH, params={"domain": domain}) + return response.json()["cookies"] + + def set_cookies(self, cookies ): + self._api_request("POST", self._SET_COOKIES_PATH, json={"cookies": cookies}) + + def set_user_agent(self, user_agent: str): + self._api_request("POST", self._SET_USER_AGENT_PATH, json={"user-agent": user_agent}) + + def get_pages(self): + response = self._api_request("GET", self._GET_PAGES_PATH) + return response.json()["pages"] + + def get_page_info(self, page_key: str, simple = None): + parameters = {"page_key": page_key} + if simple is not None: + parameters["simple"] = json.dumps(simple, cls=JSONEncoder) + + response = self._api_request("GET", self._GET_PAGE_INFO_PATH, params=parameters) + return response.json()["page_info"] + + def add_files_to_page( + self, + page_key: str, + file_ids = None, + hashes = None + ): + if file_ids is None and hashes is None: + raise ValueError("At least one of file_ids, hashes is required") + + payload: dict[str, T.Any] = {"page_key": page_key} + if file_ids is not None: + payload["file_ids"] = file_ids + if hashes is not None: + payload["hashes"] = hashes + + self._api_request("POST", self._ADD_FILES_TO_PAGE_PATH, json=payload) + + def focus_page(self, page_key: str): + self._api_request("POST", self._FOCUS_PAGE_PATH, json={"page_key": page_key}) + + def search_files( + self, + tags, + file_service_name = None, + file_service_key = None, + tag_service_name = None, + tag_service_key = None, + file_sort_type = None, + file_sort_asc = None, + return_hashes = None, + ): + if file_service_name is not None and file_service_key is not None: + raise ValueError("Exactly one of file_service_name, file_service_key is required") + if tag_service_name is not None and tag_service_key is not None: + raise ValueError("Exactly one of tag_service_name, tag_service_key is required") + + parameters: dict[str, T.Union[str, int]] = {"tags": json.dumps(tags, cls=JSONEncoder)} + if file_service_name is not None: + parameters["file_service_name"] = file_service_name + if file_service_key is not None: + parameters["file_service_key"] = file_service_key + + if tag_service_name is not None: + parameters["tag_service_name"] = tag_service_name + if tag_service_key is not None: + parameters["tag_service_key"] = tag_service_key + + if file_sort_type is not None: + parameters["file_sort_type"] = file_sort_type + if file_sort_asc is not None: + parameters["file_sort_asc"] = json.dumps(file_sort_asc, cls=JSONEncoder) + if return_hashes is not None: + parameters["return_hashes"] = json.dumps(return_hashes, cls=JSONEncoder) + + response = self._api_request("GET", self._SEARCH_FILES_PATH, params=parameters) + return response.json()["hashes" if return_hashes else "file_ids"] + + def get_file_metadata( + self, + hashes = None, + file_ids = None, + create_new_file_ids = None, + only_return_identifiers = None, + only_return_basic_information = None, + detailed_url_information = None, + hide_service_name_tags = None, + include_notes = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + + parameters = {} + if hashes is not None: + parameters["hashes"] = json.dumps(hashes, cls=JSONEncoder) + if file_ids is not None: + parameters["file_ids"] = json.dumps(file_ids, cls=JSONEncoder) + + if create_new_file_ids is not None: + parameters["create_new_file_ids"] = json.dumps(create_new_file_ids, cls=JSONEncoder) + if only_return_identifiers is not None: + parameters["only_return_identifiers"] = json.dumps(only_return_identifiers, cls=JSONEncoder) + if only_return_basic_information is not None: + parameters["only_return_basic_information"] = json.dumps(only_return_basic_information, cls=JSONEncoder) + if detailed_url_information is not None: + parameters["detailed_url_information"] = json.dumps(detailed_url_information, cls=JSONEncoder) + if hide_service_name_tags is not None: + parameters["hide_service_name_tags"] = json.dumps(hide_service_name_tags, cls=JSONEncoder) + if include_notes is not None: + parameters["include_notes"] = json.dumps(include_notes, cls=JSONEncoder) + + response = self._api_request("GET", self._GET_FILE_METADATA_PATH, params=parameters) + return response.json()["metadata"] + + def get_file(self, hash_ = None, file_id = None): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + parameters: dict[str, T.Union[str, int]] = {} + if hash_ is not None: + parameters["hash"] = hash_ + if file_id is not None: + parameters["file_id"] = file_id + + return self._api_request("GET", self._GET_FILE_PATH, params=parameters, stream=True) + + def get_thumbnail(self, hash_ = None, file_id = None): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + parameters: dict[str, T.Union[str, int]] = {} + if hash_ is not None: + parameters["hash"] = hash_ + if file_id is not None: + parameters["file_id"] = file_id + + return self._api_request("GET", self._GET_THUMBNAIL_PATH, params=parameters, stream=True) + + def lock_database(self): + self._api_request("POST", self._LOCK_DATABASE_PATH) + + def unlock_database(self): + self._api_request("POST", self._UNLOCK_DATABASE_PATH) + + def get_mr_bones(self): + return self._api_request("GET", self._MR_BONES_PATH).json()["boned_stats"] + + def add_and_tag_files( + self, + paths_or_files, + tags , + service_names = None, + service_keys = None, + ): + """Convenience method to add and tag multiple files at the same time. + + If service_names and service_keys aren't specified, the default service name "my tags" will be used. If a file + already exists in Hydrus, it will also be tagged. + + Returns: + list[dict[str, T.Any]]: Returns results of all `Client.add_file()` calls, matching the order of the + paths_or_files iterable + """ + if service_names is None and service_keys is None: + service_names = ("my tags",) + + results = [] + hashes = set() + for path_or_file in paths_or_files: + result = self.add_file(path_or_file) + results.append(result) + if result["status"] != ImportStatus.FAILED: + hashes.add(result["hash"]) + + service_names_to_tags = {name: tags for name in service_names} if service_names is not None else None + service_keys_to_tags = {key: tags for key in service_keys} if service_keys is not None else None + # Ignore type, we know that hashes only contains strings + self.add_tags(hashes, service_names_to_tags=service_names_to_tags, service_keys_to_tags=service_keys_to_tags) # type: ignore + return results + + def get_page_list(self): + """Convenience method that returns a flattened version of the page tree from `Client.get_pages()`. + + Returns: + list[dict[str, T.Any]]: A list of every "pages" value in the page tree in pre-order (NLR) + """ + tree = self.get_pages() + pages = [] + + def walk_tree(page: dict[str, T.Any]): + pages.append(page) + # Ignore type, we know that pages is always a list + for sub_page in page.get("pages", ()): # type: ignore + # Ignore type, we know that sub_page is always a dict + walk_tree(sub_page) # type: ignore + + walk_tree(tree) + return pages + + +__all__ = [ + "__version__", + "DEFAULT_API_URL", + "HYDRUS_METADATA_ENCODING", + "HydrusAPIException", + "ConnectionError", + "APIError", + "MissingParameter", + "InsufficientAccess", + "DatabaseLocked", + "ServerError", + "Permission", + "URLType", + "ImportStatus", + "TagAction", + "TagStatus", + "PageType", + "FileSortType", + "Client", +] diff --git a/scripts/hydrus_api/utils.py b/scripts/hydrus_api/utils.py new file mode 100644 index 0000000..f6aea2a --- /dev/null +++ b/scripts/hydrus_api/utils.py @@ -0,0 +1,102 @@ +# Copyright (C) 2021 cryzed +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU Affero General Public License as +# published by the Free Software Foundation, either version 3 of the +# License, or (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU Affero General Public License for more details. +# +# You should have received a copy of the GNU Affero General Public License +# along with this program. If not, see . + +import collections +import os +import typing as T +from collections import abc + +from hydrus_api import DEFAULT_API_URL, HYDRUS_METADATA_ENCODING, Client, Permission + +X = T.TypeVar("X") + + +class TextFileLike(T.Protocol): + def read(self) -> str: + pass + + +def verify_permissions( + client: Client, permissions: abc.Iterable[T.Union[int, Permission]], exact: bool = False +) -> bool: + granted_permissions = set(client.verify_access_key()["basic_permissions"]) + return granted_permissions == set(permissions) if exact else granted_permissions.issuperset(permissions) + + +def cli_request_api_key( + name: str, + permissions: abc.Iterable[T.Union[int, Permission]], + verify: bool = True, + exact: bool = False, + api_url: str = DEFAULT_API_URL, +) -> str: + while True: + input( + 'Navigate to "services->review services->local->client api" in the Hydrus client and click "add->from api ' + 'request". Then press enter to continue...' + ) + access_key = Client(api_url=api_url).request_new_permissions(name, permissions) + input("Press OK and then apply in the Hydrus client dialog. Then press enter to continue...") + + client = Client(access_key, api_url) + if verify and not verify_permissions(client, permissions, exact): + granted = client.verify_access_key()["basic_permissions"] + print( + f"The granted permissions ({granted}) differ from the requested permissions ({permissions}), please " + "grant all requested permissions." + ) + continue + + return access_key + + +def parse_hydrus_metadata(text: str) -> collections.defaultdict[T.Optional[str], set[str]]: + namespaces = collections.defaultdict(set) + for line in (line.strip() for line in text.splitlines()): + if not line: + continue + + parts = line.split(":", 1) + namespace, tag = (None, line) if len(parts) == 1 else parts + namespaces[namespace].add(tag) + + # Ignore type, mypy has trouble figuring out that tag isn't optional + return namespaces # type: ignore + + +def parse_hydrus_metadata_file( + path_or_file: T.Union[str, os.PathLike, TextFileLike] +) -> collections.defaultdict[T.Optional[str], set[str]]: + if isinstance(path_or_file, (str, os.PathLike)): + with open(path_or_file, encoding=HYDRUS_METADATA_ENCODING) as file: + return parse_hydrus_metadata(file.read()) + + return parse_hydrus_metadata(path_or_file.read()) + + +# Useful for splitting up requests to get_file_metadata() +def yield_chunks(sequence: T.Sequence[X], chunk_size: int, offset: int = 0) -> T.Generator[T.Sequence[X], None, None]: + while offset < len(sequence): + yield sequence[offset : offset + chunk_size] + offset += chunk_size + + +__all__ = [ + "verify_permissions", + "cli_request_api_key", + "parse_hydrus_metadata", + "parse_hydrus_metadata_file", + "yield_chunks", +] From dd8161fd62d9367be8d749b172f7290b7db19f0c Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 05:09:47 -0700 Subject: [PATCH 43/87] Added reraise option for loguru. --- scripts/webui_streamlit.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 720d3d3..bede83f 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -117,7 +117,7 @@ def load_css(isLocal, nameOrURL): else: remote_css(nameOrURL) -@logger.catch +@logger.catch(reraise=True) def layout(): """Layout functions to define all the streamlit layout here.""" if not st.session_state["defaults"].debug.enable_hydralit: @@ -282,6 +282,7 @@ if __name__ == '__main__': + try: thread = threading.Thread(target=run_bridge(1, horde_api_key, horde_name, horde_url, horde_priority_usernames, horde_max_pixels, From cc825e55eab6d1537128fc145fa4fe3c21cacee5 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 05:10:06 -0700 Subject: [PATCH 44/87] Added reraise option for loguru. --- scripts/img2txt.py | 37 +++++++++++++++++++++++++++---------- scripts/sd_utils.py | 28 +++++++++++++--------------- scripts/txt2img.py | 20 ++++++++++++++++---- 3 files changed, 56 insertions(+), 29 deletions(-) diff --git a/scripts/img2txt.py b/scripts/img2txt.py index fdce972..87f3110 100644 --- a/scripts/img2txt.py +++ b/scripts/img2txt.py @@ -64,9 +64,12 @@ blip_image_eval_size = 512 server_state["clip_models"] = {} server_state["preprocesses"] = {} +st.session_state["log"] = [] + def load_blip_model(): logger.info("Loading BLIP Model") - st.session_state["log_message"].code("Loading BLIP Model", language='') + st.session_state.append("Loading BLIP Model") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') if "blip_model" not in server_state: with server_state_lock['blip_model']: @@ -79,10 +82,12 @@ def load_blip_model(): server_state["blip_model"] = server_state["blip_model"].to(device).half() logger.info("BLIP Model Loaded") - st.session_state["log_message"].code("BLIP Model Loaded", language='') + st.session_state.append("BLIP Model Loaded") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') else: logger.info("BLIP Model already loaded") - st.session_state["log_message"].code("BLIP Model Already Loaded", language='') + st.session_state.append("BLIP Model already loaded") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') #return server_state["blip_model"] @@ -193,7 +198,8 @@ def interrogate(image, models): load_blip_model() logger.info("Generating Caption") - st.session_state["log_message"].code("Generating Caption", language='') + st.session_state.append("Generating Caption") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') caption = generate_caption(image) if st.session_state["defaults"].general.optimized: @@ -201,13 +207,14 @@ def interrogate(image, models): clear_cuda() logger.info("Caption Generated") - st.session_state["log_message"].code("Caption Generated", language='') + st.session_state.append("Caption Generated") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') if len(models) == 0: logger.info(f"\n\n{caption}") return - table = [] + table = [].sort(key=lambda x: int(''.join(filter(str.isdigit, x)))) bests = [[('', 0)]]*5 logger.info("Ranking Text") @@ -220,7 +227,8 @@ def interrogate(image, models): for model_name in models: with torch.no_grad(), torch.autocast('cuda', dtype=torch.float16): logger.info(f"Interrogating with {model_name}...") - st.session_state["log_message"].code(f"Interrogating with {model_name}...", language='') + st.session_state.append(f"Interrogating with {model_name}...") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') if model_name not in server_state["clip_models"]: if not st.session_state["defaults"].img2txt.keep_all_models_loaded: @@ -233,9 +241,13 @@ def interrogate(image, models): del server_state["preprocesses"][model] clear_cuda() if model_name == 'ViT-H-14': - server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, pretrained='laion2b_s32b_b79k', cache_dir='models/clip') + server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, + pretrained='laion2b_s32b_b79k', + cache_dir='models/clip') elif model_name == 'ViT-g-14': - server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, pretrained='laion2b_s12b_b42k', cache_dir='models/clip') + server_state["clip_models"][model_name], _, server_state["preprocesses"][model_name] = open_clip.create_model_and_transforms(model_name, + pretrained='laion2b_s12b_b42k', + cache_dir='models/clip') else: server_state["clip_models"][model_name], server_state["preprocesses"][model_name] = clip.load(model_name, device=device, download_root='models/clip') server_state["clip_models"][model_name] = server_state["clip_models"][model_name].cuda().eval() @@ -265,6 +277,9 @@ def interrogate(image, models): # ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, server_state["themes"])) # ranks.append(batch_rank(server_state["clip_models"][model_name], image_features, server_state["keywords"])) + #print (bests) + #print (ranks) + for i in range(len(ranks)): confidence_sum = 0 for ci in range(len(ranks[i])): @@ -288,6 +303,7 @@ def interrogate(image, models): flaves = ', '.join([f"{x[0]}" for x in bests[4]]) medium = bests[0][0][0] + if caption.startswith(medium): st.session_state["text_result"][st.session_state["processed_image_count"]].code( f"\n\n{caption} {bests[1][0][0]}, {bests[2][0][0]}, {bests[3][0][0]}, {flaves}", language="") @@ -297,7 +313,8 @@ def interrogate(image, models): # logger.info("Finished Interrogating.") - st.session_state["log_message"].code("Finished Interrogating.", language="") + st.session_state.append("Finished Interrogating.") + st.session_state["log_message"].code('\n'.join(st.session_state), language='') # diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 18d1cdb..5c5a1fc 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -70,6 +70,7 @@ from typing import Dict from io import BytesIO #import librosa from logger import logger +#from loguru import logger # Temp imports #from basicsr.utils.registry import ARCH_REGISTRY @@ -79,9 +80,10 @@ from logger import logger #--------------------------------------------------------------------------------------------------------------- # we make a log file where we store the logs -# logger.add(sys.stderr, diagnose=True) -# logger.add(sys.stderr, format="{time} {level} {message}", level='INFO') -# logger.enable("") +logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip", level='INFO') # Once the file is too old, it's rotated +#logger.add(sys.stderr, diagnose=True) +logger.add(sys.stdout) +logger.enable("") try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -1496,7 +1498,6 @@ def generation_callback(img, i=0): # Show a progress bar so we can keep track of the progress even when the image progress is not been shown, # Dont worry, it doesnt affect the performance. - percent = 0 if st.session_state["generation_mode"] == "txt2img": percent = int(100 * float(i+1 if i+1 < st.session_state.sampling_steps else st.session_state.sampling_steps)/float(st.session_state.sampling_steps)) @@ -1524,7 +1525,7 @@ def generation_callback(img, i=0): try: st.session_state["progress_bar"].progress(percent if percent < 100 else 100) except UnboundLocalError as e: - logger.error(e) + #logger.error(e) pass @@ -2625,12 +2626,18 @@ def convert_pt_to_bin_and_load(input_file, text_encoder, tokenizer, placeholder_ load_learned_embed_in_clip("learned_embeds.bin", text_encoder, tokenizer, placeholder_token) logger.info("loaded", placeholder_token) -@logger.catch +@logger.catch(reraise=True) def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, horde_max_pixels, horde_nsfw, horde_censor_nsfw, horde_blacklist, horde_censorlist): current_id = None current_payload = None loop_retry = 0 + # load the model for stable horde if its not in memory already + # we should load it after we get the request from the API in + # case the model is different from the loaded in memory but + # for now we can load it here so its read right away. + load_models(use_GFPGAN=True) while True: + if loop_retry > 10 and current_id: logger.info(f"Exceeded retry count {loop_retry} for generation id {current_id}. Aborting generation!") current_id = None @@ -2646,7 +2653,6 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor "nsfw": horde_nsfw, "blacklist": horde_blacklist, "models": ["stable_diffusion"], - "bridge_version": 2, } headers = {"apikey": api_key} if current_id: @@ -2711,14 +2717,6 @@ def run_bridge(interval, api_key, horde_name, horde_url, priority_usernames, hor elif any(word in current_payload['prompt'] for word in horde_censorlist): current_payload['toggles'].append(8) - # load the model for stable horde if its not in memory already - # we should load it after we get the request from the API in - # case the model is different from the loaded in memory but - # for now we can load it here so its read right away. - logger.info(pop) - use_gfpgan = pop.get("use_gfpgan", True) - load_models(use_GFPGAN=use_gfpgan) - from txt2img import txt2img diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 67a5d9b..6c9b41b 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -90,7 +90,7 @@ class plugin_info(): isTab = True displayPriority = 1 -#@logger.catch +@logger.catch(reraise=True) def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, n_iter, steps, cfg_scale, width, height, prompt_matrix, use_GFPGAN, GFPGAN_model, use_RealESRGAN, realesrgan_model_name, use_LDSR, @@ -99,7 +99,11 @@ def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, jpg_sample, variant_amount, variant_seed, api_key, nsfw=True, censor_nsfw=False): - st.session_state["progress_bar_text"].info("Generating image with Stable Horde.") + log = [] + + log.append("Generating image with Stable Horde.") + + st.session_state["progress_bar_text"].code('\n'.join(log), language='') # start time after garbage collection (or before?) start_time = time.time() @@ -136,14 +140,22 @@ def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, "trusted_workers": True, "workers": [] } + log.append(final_submit_dict) headers = {"apikey": api_key} logger.debug(final_submit_dict) + st.session_state["progress_bar_text"].code('\n'.join(log), language='') + horde_url = "https://stablehorde.net" + submit_req = requests.post(f'{horde_url}/api/v2/generate/async', json = final_submit_dict, headers = headers) if submit_req.ok: submit_results = submit_req.json() logger.debug(submit_results) + + log.append(submit_results) + st.session_state["progress_bar_text"].code('\n'.join(log), language='') + req_id = submit_results['id'] is_done = False while not is_done: @@ -259,7 +271,7 @@ def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, # -#@logger.catch +@logger.catch(reraise=True) def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_size: int, cfg_scale: float, seed: Union[int, str, None], height: int, width: int, separate_prompts:bool = False, normalize_prompt_weights:bool = True, save_individual_images: bool = True, save_grid: bool = True, group_by_prompt: bool = True, @@ -381,7 +393,7 @@ def txt2img(prompt: str, ddim_steps: int, sampler_name: str, n_iter: int, batch_ #return [], seed, 'err', stats # -#@logger.catch +@logger.catch(reraise=True) def layout(): with st.form("txt2img-inputs"): st.session_state["generation_mode"] = "txt2img" From 88a0deccca308d8d8b6555ef0f85db29e2d67033 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 05:11:01 -0700 Subject: [PATCH 45/87] Added hydrus_api library which will be used to query hydrus for tags. --- scripts/hydrus_api/__init__.py | 766 +++++++++++++++++++++++++++++++++ scripts/hydrus_api/utils.py | 102 +++++ 2 files changed, 868 insertions(+) create mode 100644 scripts/hydrus_api/__init__.py create mode 100644 scripts/hydrus_api/utils.py diff --git a/scripts/hydrus_api/__init__.py b/scripts/hydrus_api/__init__.py new file mode 100644 index 0000000..63cdf02 --- /dev/null +++ b/scripts/hydrus_api/__init__.py @@ -0,0 +1,766 @@ +# Copyright (C) 2021 cryzed +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU Affero General Public License as +# published by the Free Software Foundation, either version 3 of the +# License, or (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU Affero General Public License for more details. +# +# You should have received a copy of the GNU Affero General Public License +# along with this program. If not, see . + +import enum +import json +import os +import typing as T +from collections import abc + +import requests + +__version__ = "4.0.0" + +DEFAULT_API_URL = "http://127.0.0.1:45869/" +HYDRUS_METADATA_ENCODING = "utf-8" +AUTHENTICATION_TIMEOUT_CODE = 419 + + +class HydrusAPIException(Exception): + pass + + +class ConnectionError(HydrusAPIException, requests.ConnectTimeout): + pass + + +class APIError(HydrusAPIException): + def __init__(self, response: requests.Response): + super().__init__(response.text) + self.response = response + + +class MissingParameter(APIError): + pass + + +class InsufficientAccess(APIError): + pass + + +class DatabaseLocked(APIError): + pass + + +class ServerError(APIError): + pass + + +# Customize IntEnum, so we can just do str(Enum.member) to get the string representation of its value unmodified, +# without users having to access .value explicitly +class StringableIntEnum(enum.IntEnum): + def __str__(self): + return str(self.value) + + +@enum.unique +class Permission(StringableIntEnum): + IMPORT_URLS = 0 + IMPORT_FILES = 1 + ADD_TAGS = 2 + SEARCH_FILES = 3 + MANAGE_PAGES = 4 + MANAGE_COOKIES = 5 + MANAGE_DATABASE = 6 + ADD_NOTES = 7 + + +@enum.unique +class URLType(StringableIntEnum): + POST_URL = 0 + FILE_URL = 2 + GALLERY_URL = 3 + WATCHABLE_URL = 4 + UNKNOWN_URL = 5 + + +@enum.unique +class ImportStatus(StringableIntEnum): + IMPORTABLE = 0 + SUCCESS = 1 + EXISTS = 2 + PREVIOUSLY_DELETED = 3 + FAILED = 4 + VETOED = 7 + + +@enum.unique +class TagAction(StringableIntEnum): + ADD = 0 + DELETE = 1 + PEND = 2 + RESCIND_PENDING = 3 + PETITION = 4 + RESCIND_PETITION = 5 + + +@enum.unique +class TagStatus(StringableIntEnum): + CURRENT = 0 + PENDING = 1 + DELETED = 2 + PETITIONED = 3 + + +@enum.unique +class PageType(StringableIntEnum): + GALLERY_DOWNLOADER = 1 + SIMPLE_DOWNLOADER = 2 + HARD_DRIVE_IMPORT = 3 + PETITIONS = 5 + FILE_SEARCH = 6 + URL_DOWNLOADER = 7 + DUPLICATES = 8 + THREAD_WATCHER = 9 + PAGE_OF_PAGES = 10 + + +@enum.unique +class FileSortType(StringableIntEnum): + FILE_SIZE = 0 + DURATION = 1 + IMPORT_TIME = 2 + FILE_TYPE = 3 + RANDOM = 4 + WIDTH = 5 + HEIGHT = 6 + RATIO = 7 + NUMBER_OF_PIXELS = 8 + NUMBER_OF_TAGS = 9 + NUMBER_OF_MEDIA_VIEWS = 10 + TOTAL_MEDIA_VIEWTIME = 11 + APPROXIMATE_BITRATE = 12 + HAS_AUDIO = 13 + MODIFIED_TIME = 14 + FRAMERATE = 15 + NUMBER_OF_FRAMES = 16 + + +class BinaryFileLike(T.Protocol): + def read(self): + ... + + +# The client should accept all objects that either support the iterable or mapping protocol. We must ensure that objects +# are either lists or dicts, so Python's json module can handle them +class JSONEncoder(json.JSONEncoder): + def default(self, object_: T.Any): + if isinstance(object_, abc.Mapping): + return dict(object_) + if isinstance(object_, abc.Iterable): + return list(object_) + return super().default(object_) + + +class Client: + VERSION = 31 + + # Access Management + _GET_API_VERSION_PATH = "/api_version" + _REQUEST_NEW_PERMISSIONS_PATH = "/request_new_permissions" + _GET_SESSION_KEY_PATH = "/session_key" + _VERIFY_ACCESS_KEY_PATH = "/verify_access_key" + _GET_SERVICES_PATH = "/get_services" + + # Adding Files + _ADD_FILE_PATH = "/add_files/add_file" + _DELETE_FILES_PATH = "/add_files/delete_files" + _UNDELETE_FILES_PATH = "/add_files/undelete_files" + _ARCHIVE_FILES_PATH = "/add_files/archive_files" + _UNARCHIVE_FILES_PATH = "/add_files/unarchive_files" + + # Adding Tags + _CLEAN_TAGS_PATH = "/add_tags/clean_tags" + _SEARCH_TAGS_PATH = "/add_tags/search_tags" + _ADD_TAGS_PATH = "/add_tags/add_tags" + + # Adding URLs + _GET_URL_FILES_PATH = "/add_urls/get_url_files" + _GET_URL_INFO_PATH = "/add_urls/get_url_info" + _ADD_URL_PATH = "/add_urls/add_url" + _ASSOCIATE_URL_PATH = "/add_urls/associate_url" + + # Adding Notes + _SET_NOTES_PATH = "/add_notes/set_notes" + _DELETE_NOTES_PATH = "/add_notes/delete_notes" + + # Managing Cookies and HTTP Headers + _GET_COOKIES_PATH = "/manage_cookies/get_cookies" + _SET_COOKIES_PATH = "/manage_cookies/set_cookies" + _SET_USER_AGENT_PATH = "/manage_headers/set_user_agent" + + # Managing Pages + _GET_PAGES_PATH = "/manage_pages/get_pages" + _GET_PAGE_INFO_PATH = "/manage_pages/get_page_info" + _ADD_FILES_TO_PAGE_PATH = "/manage_pages/add_files" + _FOCUS_PAGE_PATH = "/manage_pages/focus_page" + + # Searching and Fetching Files + _SEARCH_FILES_PATH = "/get_files/search_files" + _GET_FILE_METADATA_PATH = "/get_files/file_metadata" + _GET_FILE_PATH = "/get_files/file" + _GET_THUMBNAIL_PATH = "/get_files/thumbnail" + + # Managing the Database + _LOCK_DATABASE_PATH = "/manage_database/lock_on" + _UNLOCK_DATABASE_PATH = "/manage_database/lock_off" + _MR_BONES_PATH = "/manage_database/mr_bones" + + def __init__( + self, + access_key = None, + api_url: str = DEFAULT_API_URL, + session = None, + ): + """ + See https://hydrusnetwork.github.io/hydrus/help/client_api.html for documentation. + """ + + self.access_key = access_key + self.api_url = api_url.rstrip("/") + self.session = session or requests.Session() + + def _api_request(self, method: str, path: str, **kwargs: T.Any): + if self.access_key is not None: + kwargs.setdefault("headers", {}).update({"Hydrus-Client-API-Access-Key": self.access_key}) + + # Make sure we use our custom JSONEncoder that can serialize all objects that implement the iterable or mapping + # protocol + json_data = kwargs.pop("json", None) + if json_data is not None: + kwargs["data"] = json.dumps(json_data, cls=JSONEncoder) + # Since we aren't using the json keyword-argument, we have to set the Content-Type manually + kwargs["headers"]["Content-Type"] = "application/json" + + try: + response = self.session.request(method, self.api_url + path, **kwargs) + except requests.RequestException as error: + # Re-raise connection and timeout errors as hydrus.ConnectionErrors so these are more easy to handle for + # client applications + raise ConnectionError(*error.args) + + try: + response.raise_for_status() + except requests.HTTPError: + if response.status_code == requests.codes.bad_request: + raise MissingParameter(response) + elif response.status_code in { + requests.codes.unauthorized, + requests.codes.forbidden, + AUTHENTICATION_TIMEOUT_CODE, + }: + raise InsufficientAccess(response) + elif response.status_code == requests.codes.service_unavailable: + raise DatabaseLocked(response) + elif response.status_code == requests.codes.server_error: + raise ServerError(response) + raise APIError(response) + + return response + + def get_api_version(self): + response = self._api_request("GET", self._GET_API_VERSION_PATH) + return response.json() + + def request_new_permissions(self, name, permissions): + response = self._api_request( + "GET", + self._REQUEST_NEW_PERMISSIONS_PATH, + params={"name": name, "basic_permissions": json.dumps(permissions, cls=JSONEncoder)}, + ) + return response.json()["access_key"] + + def get_session_key(self): + response = self._api_request("GET", self._GET_SESSION_KEY_PATH) + return response.json()["session_key"] + + def verify_access_key(self): + response = self._api_request("GET", self._VERIFY_ACCESS_KEY_PATH) + return response.json() + + def get_services(self): + response = self._api_request("GET", self._GET_SERVICES_PATH) + return response.json() + + def add_file(self, path_or_file: T.Union[str, os.PathLike, BinaryFileLike]): + if isinstance(path_or_file, (str, os.PathLike)): + response = self._api_request("POST", self._ADD_FILE_PATH, json={"path": os.fspath(path_or_file)}) + else: + response = self._api_request( + "POST", + self._ADD_FILE_PATH, + data=path_or_file.read(), + headers={"Content-Type": "application/octet-stream"}, + ) + + return response.json() + + def delete_files( + self, + hashes = None, + file_ids = None, + file_service_name = None, + file_service_key = None, + reason = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if file_service_name is not None and file_service_key is not None: + raise ValueError("Exactly one of file_service_name, file_service_key is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if file_service_name is not None: + payload["file_service_name"] = file_service_name + if file_service_key is not None: + payload["file_service_key"] = file_service_key + if reason is not None: + payload["reason"] = reason + + self._api_request("POST", self._DELETE_FILES_PATH, json=payload) + + def undelete_files( + self, + hashes = None, + file_ids = None, + file_service_name = None, + file_service_key = None, + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if file_service_name is not None and file_service_key is not None: + raise ValueError("Exactly one of file_service_name, file_service_key is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if file_service_name is not None: + payload["file_service_name"] = file_service_name + if file_service_key is not None: + payload["file_service_key"] = file_service_key + + self._api_request("POST", self._UNDELETE_FILES_PATH, json=payload) + + def archive_files( + self, + hashes = None, + file_ids = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + + self._api_request("POST", self._ARCHIVE_FILES_PATH, json=payload) + + def unarchive_files( + self, + hashes = None, + file_ids = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + + self._api_request("POST", self._UNARCHIVE_FILES_PATH, json=payload) + + def clean_tags(self, tags ): + response = self._api_request("GET", self._CLEAN_TAGS_PATH, params={"tags": json.dumps(tags, cls=JSONEncoder)}) + return response.json()["tags"] + + def search_tags( + self, + search: str, + tag_service_key = None, + tag_service_name = None + ): + if tag_service_name is not None and tag_service_key is not None: + raise ValueError("Exactly one of tag_service_name, tag_service_key is required") + + payload: dict[str, T.Any] = {"search": search} + if tag_service_key is not None: + payload["tag_service_key"] = tag_service_key + if tag_service_name is not None: + payload["tag_service_name"] = tag_service_name + + response = self._api_request("GET", self._SEARCH_TAGS_PATH, params=payload) + return response.json()["tags"] + + def add_tags( + self, + hashes = None, + file_ids = None, + service_names_to_tags = None, + service_keys_to_tags = None, + service_names_to_actions_to_tags = None, + service_keys_to_actions_to_tags = None, + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if ( + service_names_to_tags is None + and service_keys_to_tags is None + and service_names_to_actions_to_tags is None + and service_keys_to_actions_to_tags is None + ): + raise ValueError( + "At least one of service_names_to_tags, service_keys_to_tags, service_names_to_actions_to_tags or " + "service_keys_to_actions_to_tags is required" + ) + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if service_names_to_tags is not None: + payload["service_names_to_tags"] = service_names_to_tags + if service_keys_to_tags is not None: + payload["service_keys_to_tags"] = service_keys_to_tags + if service_names_to_actions_to_tags is not None: + payload["service_names_to_actions_to_tags"] = service_names_to_actions_to_tags + if service_keys_to_actions_to_tags is not None: + payload["service_keys_to_actions_to_tags"] = service_keys_to_actions_to_tags + + self._api_request("POST", self._ADD_TAGS_PATH, json=payload) + + def get_url_files(self, url: str): + response = self._api_request("GET", self._GET_URL_FILES_PATH, params={"url": url}) + return response.json() + + def get_url_info(self, url: str): + response = self._api_request("GET", self._GET_URL_INFO_PATH, params={"url": url}) + return response.json() + + def add_url( + self, + url: str, + destination_page_key = None, + destination_page_name = None, + show_destination_page = None, + service_names_to_additional_tags = None, + service_keys_to_additional_tags = None, + filterable_tags = None, + ): + if destination_page_key is not None and destination_page_name is not None: + raise ValueError("Exactly one of destination_page_key, destination_page_name is required") + + payload: dict[str, T.Any] = {"url": url} + if destination_page_key is not None: + payload["destination_page_key"] = destination_page_key + if destination_page_name is not None: + payload["destination_page_name"] = destination_page_name + if show_destination_page is not None: + payload["show_destination_page"] = show_destination_page + if service_names_to_additional_tags is not None: + payload["service_names_to_additional_tags"] = service_names_to_additional_tags + if service_keys_to_additional_tags is not None: + payload["service_keys_to_additional_tags"] = service_keys_to_additional_tags + if filterable_tags is not None: + payload["filterable_tags"] = filterable_tags + + response = self._api_request("POST", self._ADD_URL_PATH, json=payload) + return response.json() + + def associate_url( + self, + hashes = None, + file_ids = None, + urls_to_add = None, + urls_to_delete = None, + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + if urls_to_add is None and urls_to_delete is None: + raise ValueError("At least one of urls_to_add, urls_to_delete is required") + + payload: dict[str, T.Any] = {} + if hashes is not None: + payload["hashes"] = hashes + if file_ids is not None: + payload["file_ids"] = file_ids + if urls_to_add is not None: + urls_to_add = urls_to_add + payload["urls_to_add"] = urls_to_add + if urls_to_delete is not None: + urls_to_delete = urls_to_delete + payload["urls_to_delete"] = urls_to_delete + + self._api_request("POST", self._ASSOCIATE_URL_PATH, json=payload) + + def set_notes(self, notes , hash_= None, file_id = None): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + payload: dict[str, T.Any] = {"notes": notes} + if hash_ is not None: + payload["hash"] = hash_ + if file_id is not None: + payload["file_id"] = file_id + + self._api_request("POST", self._SET_NOTES_PATH, json=payload) + + def delete_notes( + self, + note_names , + hash_ = None, + file_id = None + ): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + payload: dict[str, T.Any] = {"note_names": note_names} + if hash_ is not None: + payload["hash"] = hash_ + if file_id is not None: + payload["file_id"] = file_id + + self._api_request("POST", self._DELETE_NOTES_PATH, json=payload) + + def get_cookies(self, domain: str): + response = self._api_request("GET", self._GET_COOKIES_PATH, params={"domain": domain}) + return response.json()["cookies"] + + def set_cookies(self, cookies ): + self._api_request("POST", self._SET_COOKIES_PATH, json={"cookies": cookies}) + + def set_user_agent(self, user_agent: str): + self._api_request("POST", self._SET_USER_AGENT_PATH, json={"user-agent": user_agent}) + + def get_pages(self): + response = self._api_request("GET", self._GET_PAGES_PATH) + return response.json()["pages"] + + def get_page_info(self, page_key: str, simple = None): + parameters = {"page_key": page_key} + if simple is not None: + parameters["simple"] = json.dumps(simple, cls=JSONEncoder) + + response = self._api_request("GET", self._GET_PAGE_INFO_PATH, params=parameters) + return response.json()["page_info"] + + def add_files_to_page( + self, + page_key: str, + file_ids = None, + hashes = None + ): + if file_ids is None and hashes is None: + raise ValueError("At least one of file_ids, hashes is required") + + payload: dict[str, T.Any] = {"page_key": page_key} + if file_ids is not None: + payload["file_ids"] = file_ids + if hashes is not None: + payload["hashes"] = hashes + + self._api_request("POST", self._ADD_FILES_TO_PAGE_PATH, json=payload) + + def focus_page(self, page_key: str): + self._api_request("POST", self._FOCUS_PAGE_PATH, json={"page_key": page_key}) + + def search_files( + self, + tags, + file_service_name = None, + file_service_key = None, + tag_service_name = None, + tag_service_key = None, + file_sort_type = None, + file_sort_asc = None, + return_hashes = None, + ): + if file_service_name is not None and file_service_key is not None: + raise ValueError("Exactly one of file_service_name, file_service_key is required") + if tag_service_name is not None and tag_service_key is not None: + raise ValueError("Exactly one of tag_service_name, tag_service_key is required") + + parameters: dict[str, T.Union[str, int]] = {"tags": json.dumps(tags, cls=JSONEncoder)} + if file_service_name is not None: + parameters["file_service_name"] = file_service_name + if file_service_key is not None: + parameters["file_service_key"] = file_service_key + + if tag_service_name is not None: + parameters["tag_service_name"] = tag_service_name + if tag_service_key is not None: + parameters["tag_service_key"] = tag_service_key + + if file_sort_type is not None: + parameters["file_sort_type"] = file_sort_type + if file_sort_asc is not None: + parameters["file_sort_asc"] = json.dumps(file_sort_asc, cls=JSONEncoder) + if return_hashes is not None: + parameters["return_hashes"] = json.dumps(return_hashes, cls=JSONEncoder) + + response = self._api_request("GET", self._SEARCH_FILES_PATH, params=parameters) + return response.json()["hashes" if return_hashes else "file_ids"] + + def get_file_metadata( + self, + hashes = None, + file_ids = None, + create_new_file_ids = None, + only_return_identifiers = None, + only_return_basic_information = None, + detailed_url_information = None, + hide_service_name_tags = None, + include_notes = None + ): + if hashes is None and file_ids is None: + raise ValueError("At least one of hashes, file_ids is required") + + parameters = {} + if hashes is not None: + parameters["hashes"] = json.dumps(hashes, cls=JSONEncoder) + if file_ids is not None: + parameters["file_ids"] = json.dumps(file_ids, cls=JSONEncoder) + + if create_new_file_ids is not None: + parameters["create_new_file_ids"] = json.dumps(create_new_file_ids, cls=JSONEncoder) + if only_return_identifiers is not None: + parameters["only_return_identifiers"] = json.dumps(only_return_identifiers, cls=JSONEncoder) + if only_return_basic_information is not None: + parameters["only_return_basic_information"] = json.dumps(only_return_basic_information, cls=JSONEncoder) + if detailed_url_information is not None: + parameters["detailed_url_information"] = json.dumps(detailed_url_information, cls=JSONEncoder) + if hide_service_name_tags is not None: + parameters["hide_service_name_tags"] = json.dumps(hide_service_name_tags, cls=JSONEncoder) + if include_notes is not None: + parameters["include_notes"] = json.dumps(include_notes, cls=JSONEncoder) + + response = self._api_request("GET", self._GET_FILE_METADATA_PATH, params=parameters) + return response.json()["metadata"] + + def get_file(self, hash_ = None, file_id = None): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + parameters: dict[str, T.Union[str, int]] = {} + if hash_ is not None: + parameters["hash"] = hash_ + if file_id is not None: + parameters["file_id"] = file_id + + return self._api_request("GET", self._GET_FILE_PATH, params=parameters, stream=True) + + def get_thumbnail(self, hash_ = None, file_id = None): + if (hash_ is None and file_id is None) or (hash_ is not None and file_id is not None): + raise ValueError("Exactly one of hash_, file_id is required") + + parameters: dict[str, T.Union[str, int]] = {} + if hash_ is not None: + parameters["hash"] = hash_ + if file_id is not None: + parameters["file_id"] = file_id + + return self._api_request("GET", self._GET_THUMBNAIL_PATH, params=parameters, stream=True) + + def lock_database(self): + self._api_request("POST", self._LOCK_DATABASE_PATH) + + def unlock_database(self): + self._api_request("POST", self._UNLOCK_DATABASE_PATH) + + def get_mr_bones(self): + return self._api_request("GET", self._MR_BONES_PATH).json()["boned_stats"] + + def add_and_tag_files( + self, + paths_or_files, + tags , + service_names = None, + service_keys = None, + ): + """Convenience method to add and tag multiple files at the same time. + + If service_names and service_keys aren't specified, the default service name "my tags" will be used. If a file + already exists in Hydrus, it will also be tagged. + + Returns: + list[dict[str, T.Any]]: Returns results of all `Client.add_file()` calls, matching the order of the + paths_or_files iterable + """ + if service_names is None and service_keys is None: + service_names = ("my tags",) + + results = [] + hashes = set() + for path_or_file in paths_or_files: + result = self.add_file(path_or_file) + results.append(result) + if result["status"] != ImportStatus.FAILED: + hashes.add(result["hash"]) + + service_names_to_tags = {name: tags for name in service_names} if service_names is not None else None + service_keys_to_tags = {key: tags for key in service_keys} if service_keys is not None else None + # Ignore type, we know that hashes only contains strings + self.add_tags(hashes, service_names_to_tags=service_names_to_tags, service_keys_to_tags=service_keys_to_tags) # type: ignore + return results + + def get_page_list(self): + """Convenience method that returns a flattened version of the page tree from `Client.get_pages()`. + + Returns: + list[dict[str, T.Any]]: A list of every "pages" value in the page tree in pre-order (NLR) + """ + tree = self.get_pages() + pages = [] + + def walk_tree(page: dict[str, T.Any]): + pages.append(page) + # Ignore type, we know that pages is always a list + for sub_page in page.get("pages", ()): # type: ignore + # Ignore type, we know that sub_page is always a dict + walk_tree(sub_page) # type: ignore + + walk_tree(tree) + return pages + + +__all__ = [ + "__version__", + "DEFAULT_API_URL", + "HYDRUS_METADATA_ENCODING", + "HydrusAPIException", + "ConnectionError", + "APIError", + "MissingParameter", + "InsufficientAccess", + "DatabaseLocked", + "ServerError", + "Permission", + "URLType", + "ImportStatus", + "TagAction", + "TagStatus", + "PageType", + "FileSortType", + "Client", +] diff --git a/scripts/hydrus_api/utils.py b/scripts/hydrus_api/utils.py new file mode 100644 index 0000000..f6aea2a --- /dev/null +++ b/scripts/hydrus_api/utils.py @@ -0,0 +1,102 @@ +# Copyright (C) 2021 cryzed +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU Affero General Public License as +# published by the Free Software Foundation, either version 3 of the +# License, or (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU Affero General Public License for more details. +# +# You should have received a copy of the GNU Affero General Public License +# along with this program. If not, see . + +import collections +import os +import typing as T +from collections import abc + +from hydrus_api import DEFAULT_API_URL, HYDRUS_METADATA_ENCODING, Client, Permission + +X = T.TypeVar("X") + + +class TextFileLike(T.Protocol): + def read(self) -> str: + pass + + +def verify_permissions( + client: Client, permissions: abc.Iterable[T.Union[int, Permission]], exact: bool = False +) -> bool: + granted_permissions = set(client.verify_access_key()["basic_permissions"]) + return granted_permissions == set(permissions) if exact else granted_permissions.issuperset(permissions) + + +def cli_request_api_key( + name: str, + permissions: abc.Iterable[T.Union[int, Permission]], + verify: bool = True, + exact: bool = False, + api_url: str = DEFAULT_API_URL, +) -> str: + while True: + input( + 'Navigate to "services->review services->local->client api" in the Hydrus client and click "add->from api ' + 'request". Then press enter to continue...' + ) + access_key = Client(api_url=api_url).request_new_permissions(name, permissions) + input("Press OK and then apply in the Hydrus client dialog. Then press enter to continue...") + + client = Client(access_key, api_url) + if verify and not verify_permissions(client, permissions, exact): + granted = client.verify_access_key()["basic_permissions"] + print( + f"The granted permissions ({granted}) differ from the requested permissions ({permissions}), please " + "grant all requested permissions." + ) + continue + + return access_key + + +def parse_hydrus_metadata(text: str) -> collections.defaultdict[T.Optional[str], set[str]]: + namespaces = collections.defaultdict(set) + for line in (line.strip() for line in text.splitlines()): + if not line: + continue + + parts = line.split(":", 1) + namespace, tag = (None, line) if len(parts) == 1 else parts + namespaces[namespace].add(tag) + + # Ignore type, mypy has trouble figuring out that tag isn't optional + return namespaces # type: ignore + + +def parse_hydrus_metadata_file( + path_or_file: T.Union[str, os.PathLike, TextFileLike] +) -> collections.defaultdict[T.Optional[str], set[str]]: + if isinstance(path_or_file, (str, os.PathLike)): + with open(path_or_file, encoding=HYDRUS_METADATA_ENCODING) as file: + return parse_hydrus_metadata(file.read()) + + return parse_hydrus_metadata(path_or_file.read()) + + +# Useful for splitting up requests to get_file_metadata() +def yield_chunks(sequence: T.Sequence[X], chunk_size: int, offset: int = 0) -> T.Generator[T.Sequence[X], None, None]: + while offset < len(sequence): + yield sequence[offset : offset + chunk_size] + offset += chunk_size + + +__all__ = [ + "verify_permissions", + "cli_request_api_key", + "parse_hydrus_metadata", + "parse_hydrus_metadata_file", + "yield_chunks", +] From e524f690b9deeff09a1c3faa72330bdf31fdc898 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 15:55:50 -0700 Subject: [PATCH 46/87] Moved the logger.py file again to the scripts folder instead of bein on its own folder. --- scripts/{logger => }/logger.py | 21 ++++++++++++--------- scripts/logger/__init__.py | 1 - scripts/sd_utils.py | 4 ++-- scripts/webui_streamlit.py | 4 ---- 4 files changed, 14 insertions(+), 16 deletions(-) rename scripts/{logger => }/logger.py (87%) delete mode 100644 scripts/logger/__init__.py diff --git a/scripts/logger/logger.py b/scripts/logger.py similarity index 87% rename from scripts/logger/logger.py rename to scripts/logger.py index a448c54..622d3dc 100644 --- a/scripts/logger/logger.py +++ b/scripts/logger.py @@ -70,15 +70,18 @@ genfmt = "{level: <10} @ {time:YYYY-MM-DD HH:mm:ss} Date: Mon, 17 Oct 2022 15:59:29 -0700 Subject: [PATCH 47/87] Improved logging for img2txt. --- scripts/img2txt.py | 33 ++++++++++++++++++--------------- 1 file changed, 18 insertions(+), 15 deletions(-) diff --git a/scripts/img2txt.py b/scripts/img2txt.py index 87f3110..92f0067 100644 --- a/scripts/img2txt.py +++ b/scripts/img2txt.py @@ -54,6 +54,7 @@ from PIL import Image from torchvision import transforms from torchvision.transforms.functional import InterpolationMode from ldm.models.blip import blip_decoder +#import hashlib # end of imports # --------------------------------------------------------------------------------------------------------------- @@ -68,8 +69,8 @@ st.session_state["log"] = [] def load_blip_model(): logger.info("Loading BLIP Model") - st.session_state.append("Loading BLIP Model") - st.session_state["log_message"].code('\n'.join(st.session_state), language='') + st.session_state["log"].append("Loading BLIP Model") + st.session_state["log_message"].code('\n'.join(st.session_state["log"]), language='') if "blip_model" not in server_state: with server_state_lock['blip_model']: @@ -82,12 +83,12 @@ def load_blip_model(): server_state["blip_model"] = server_state["blip_model"].to(device).half() logger.info("BLIP Model Loaded") - st.session_state.append("BLIP Model Loaded") - st.session_state["log_message"].code('\n'.join(st.session_state), language='') + st.session_state["log"].append("BLIP Model Loaded") + st.session_state["log_message"].code('\n'.join(st.session_state["log"]), language='') else: logger.info("BLIP Model already loaded") - st.session_state.append("BLIP Model already loaded") - st.session_state["log_message"].code('\n'.join(st.session_state), language='') + st.session_state["log"].append("BLIP Model already loaded") + st.session_state["log_message"].code('\n'.join(st.session_state["log"]), language='') #return server_state["blip_model"] @@ -198,8 +199,8 @@ def interrogate(image, models): load_blip_model() logger.info("Generating Caption") - st.session_state.append("Generating Caption") - st.session_state["log_message"].code('\n'.join(st.session_state), language='') + st.session_state["log"].append("Generating Caption") + st.session_state["log_message"].code('\n'.join(st.session_state["log"]), language='') caption = generate_caption(image) if st.session_state["defaults"].general.optimized: @@ -207,14 +208,14 @@ def interrogate(image, models): clear_cuda() logger.info("Caption Generated") - st.session_state.append("Caption Generated") - st.session_state["log_message"].code('\n'.join(st.session_state), language='') + st.session_state["log"].append("Caption Generated") + st.session_state["log_message"].code('\n'.join(st.session_state["log"]), language='') if len(models) == 0: logger.info(f"\n\n{caption}") return - table = [].sort(key=lambda x: int(''.join(filter(str.isdigit, x)))) + table = [] bests = [[('', 0)]]*5 logger.info("Ranking Text") @@ -227,8 +228,8 @@ def interrogate(image, models): for model_name in models: with torch.no_grad(), torch.autocast('cuda', dtype=torch.float16): logger.info(f"Interrogating with {model_name}...") - st.session_state.append(f"Interrogating with {model_name}...") - st.session_state["log_message"].code('\n'.join(st.session_state), language='') + st.session_state["log"].append(f"Interrogating with {model_name}...") + st.session_state["log_message"].code('\n'.join(st.session_state["log"]), language='') if model_name not in server_state["clip_models"]: if not st.session_state["defaults"].img2txt.keep_all_models_loaded: @@ -313,8 +314,10 @@ def interrogate(image, models): # logger.info("Finished Interrogating.") - st.session_state.append("Finished Interrogating.") - st.session_state["log_message"].code('\n'.join(st.session_state), language='') + st.session_state["log"].append("Finished Interrogating.") + st.session_state["log_message"].code('\n'.join(st.session_state["log"]), language='') + + del st.session_state["log"] # From 774073c8c39a7ed22f9f394abac71128c09023f7 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Mon, 17 Oct 2022 18:01:19 -0700 Subject: [PATCH 48/87] Changed CFG scale to be a number_input instead of a slider. --- configs/webui/webui_streamlit.yaml | 11 +- scripts/Settings.py | 1156 ++++++++++++++-------------- scripts/img2img.py | 38 +- scripts/txt2img.py | 4 +- scripts/txt2vid.py | 7 +- 5 files changed, 599 insertions(+), 617 deletions(-) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index 92f4a6d..fca6dd9 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -38,6 +38,7 @@ general: upscaling_method: "RealESRGAN" outdir_txt2img: outputs/txt2img outdir_img2img: outputs/img2img + outdir_img2txt: outputs/img2txt gfpgan_cpu: False esrgan_cpu: False extra_models_cpu: False @@ -83,7 +84,6 @@ txt2img: cfg_scale: value: 7.5 min_value: 1.0 - max_value: 30.0 step: 0.5 seed: "" @@ -148,7 +148,6 @@ txt2vid: cfg_scale: value: 7.5 min_value: 1.0 - max_value: 30.0 step: 0.5 batch_count: @@ -253,8 +252,7 @@ img2img: cfg_scale: value: 7.5 - min_value: 1.0 - max_value: 30.0 + min_value: 1.0 step: 0.5 batch_count: @@ -277,9 +275,8 @@ img2img: find_noise_steps: value: 100 - min_value: 0 - max_value: 500 - step: 10 + min_value: 100 + step: 100 LDSR_config: sampling_steps: 50 diff --git a/scripts/Settings.py b/scripts/Settings.py index 2fdb2dd..59f360b 100644 --- a/scripts/Settings.py +++ b/scripts/Settings.py @@ -18,822 +18,806 @@ from sd_utils import * # streamlit imports -#streamlit components section +# streamlit components section import streamlit_nested_layout from streamlit_server_state import server_state, server_state_lock -#other imports +# other imports from omegaconf import OmegaConf # end of imports -#--------------------------------------------------------------------------------------------------------------- +# --------------------------------------------------------------------------------------------------------------- + def layout(): - st.header("Settings") + st.header("Settings") - with st.form("Settings"): - general_tab, txt2img_tab, img2img_tab, img2txt_tab, txt2vid_tab, image_processing, textual_inversion_tab, concepts_library_tab = st.tabs( - ['General', "Text-To-Image", "Image-To-Image", "Image-To-Text", "Text-To-Video", "Image processing", "Textual Inversion", "Concepts Library"]) + with st.form("Settings"): + general_tab, txt2img_tab, img2img_tab, img2txt_tab, txt2vid_tab, image_processing, textual_inversion_tab, concepts_library_tab = st.tabs( + ['General', "Text-To-Image", "Image-To-Image", "Image-To-Text", "Text-To-Video", "Image processing", "Textual Inversion", "Concepts Library"]) - with general_tab: - col1, col2, col3, col4, col5 = st.columns(5, gap='large') + with general_tab: + col1, col2, col3, col4, col5 = st.columns(5, gap='large') - device_list = [] - device_properties = [(i, torch.cuda.get_device_properties(i)) for i in range(torch.cuda.device_count())] - for device in device_properties: - id = device[0] - name = device[1].name - total_memory = device[1].total_memory + device_list = [] + device_properties = [(i, torch.cuda.get_device_properties(i)) for i in range(torch.cuda.device_count())] + for device in device_properties: + id = device[0] + name = device[1].name + total_memory = device[1].total_memory - device_list.append(f"{id}: {name} ({human_readable_size(total_memory, decimal_places=0)})") + device_list.append(f"{id}: {name} ({human_readable_size(total_memory, decimal_places=0)})") + with col1: + st.title("General") + st.session_state['defaults'].general.gpu = int(st.selectbox("GPU", device_list, + help=f"Select which GPU to use. Default: {device_list[0]}").split(":")[0]) - with col1: - st.title("General") - st.session_state['defaults'].general.gpu = int(st.selectbox("GPU", device_list, - help=f"Select which GPU to use. Default: {device_list[0]}").split(":")[0]) + st.session_state['defaults'].general.outdir = str(st.text_input("Output directory", value=st.session_state['defaults'].general.outdir, + help="Relative directory on which the output images after a generation will be placed. Default: 'outputs'")) - st.session_state['defaults'].general.outdir = str(st.text_input("Output directory", value=st.session_state['defaults'].general.outdir, - help="Relative directory on which the output images after a generation will be placed. Default: 'outputs'")) + # If we have custom models available on the "models/custom" + # folder then we show a menu to select which model we want to use, otherwise we use the main model for SD + custom_models_available() - # If we have custom models available on the "models/custom" - # folder then we show a menu to select which model we want to use, otherwise we use the main model for SD - custom_models_available() - - if server_state["CustomModel_available"]: - st.session_state.default_model = st.selectbox("Default Model:", server_state["custom_models"], - index=server_state["custom_models"].index(st.session_state['defaults'].general.default_model), - help="Select the model you want to use. If you have placed custom models \ + if server_state["CustomModel_available"]: + st.session_state.default_model = st.selectbox("Default Model:", server_state["custom_models"], + index=server_state["custom_models"].index(st.session_state['defaults'].general.default_model), + help="Select the model you want to use. If you have placed custom models \ on your 'models/custom' folder they will be shown here as well. The model name that will be shown here \ is the same as the name the file for the model has on said folder, \ it is recommended to give the .ckpt file a name that \ will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") - else: - st.session_state.default_model = st.selectbox("Default Model:", [st.session_state['defaults'].general.default_model], - help="Select the model you want to use. If you have placed custom models \ + else: + st.session_state.default_model = st.selectbox("Default Model:", [st.session_state['defaults'].general.default_model], + help="Select the model you want to use. If you have placed custom models \ on your 'models/custom' folder they will be shown here as well. \ The model name that will be shown here is the same as the name\ the file for the model has on said folder, it is recommended to give the .ckpt file a name that \ will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") - st.session_state['defaults'].general.default_model_config = st.text_input("Default Model Config", value=st.session_state['defaults'].general.default_model_config, - help="Default model config file for inference. Default: 'configs/stable-diffusion/v1-inference.yaml'") + st.session_state['defaults'].general.default_model_config = st.text_input("Default Model Config", value=st.session_state['defaults'].general.default_model_config, + help="Default model config file for inference. Default: 'configs/stable-diffusion/v1-inference.yaml'") - st.session_state['defaults'].general.default_model_path = st.text_input("Default Model Config", value=st.session_state['defaults'].general.default_model_path, - help="Default model path. Default: 'models/ldm/stable-diffusion-v1/model.ckpt'") + st.session_state['defaults'].general.default_model_path = st.text_input("Default Model Config", value=st.session_state['defaults'].general.default_model_path, + help="Default model path. Default: 'models/ldm/stable-diffusion-v1/model.ckpt'") - st.session_state['defaults'].general.GFPGAN_dir = st.text_input("Default GFPGAN directory", value=st.session_state['defaults'].general.GFPGAN_dir, - help="Default GFPGAN directory. Default: './models/gfpgan'") + st.session_state['defaults'].general.GFPGAN_dir = st.text_input("Default GFPGAN directory", value=st.session_state['defaults'].general.GFPGAN_dir, + help="Default GFPGAN directory. Default: './models/gfpgan'") - st.session_state['defaults'].general.RealESRGAN_dir = st.text_input("Default RealESRGAN directory", value=st.session_state['defaults'].general.RealESRGAN_dir, - help="Default GFPGAN directory. Default: './models/realesrgan'") + st.session_state['defaults'].general.RealESRGAN_dir = st.text_input("Default RealESRGAN directory", value=st.session_state['defaults'].general.RealESRGAN_dir, + help="Default GFPGAN directory. Default: './models/realesrgan'") - RealESRGAN_model_list = ["RealESRGAN_x4plus", "RealESRGAN_x4plus_anime_6B"] - st.session_state['defaults'].general.RealESRGAN_model = st.selectbox("RealESRGAN model", RealESRGAN_model_list, - index=RealESRGAN_model_list.index(st.session_state['defaults'].general.RealESRGAN_model), - help="Default RealESRGAN model. Default: 'RealESRGAN_x4plus'") - Upscaler_list = ["RealESRGAN", "LDSR"] - st.session_state['defaults'].general.upscaling_method = st.selectbox("Upscaler", Upscaler_list, index=Upscaler_list.index(st.session_state['defaults'].general.upscaling_method), help="Default upscaling method. Default: 'RealESRGAN'") + RealESRGAN_model_list = ["RealESRGAN_x4plus", "RealESRGAN_x4plus_anime_6B"] + st.session_state['defaults'].general.RealESRGAN_model = st.selectbox("RealESRGAN model", RealESRGAN_model_list, + index=RealESRGAN_model_list.index(st.session_state['defaults'].general.RealESRGAN_model), + help="Default RealESRGAN model. Default: 'RealESRGAN_x4plus'") + Upscaler_list = ["RealESRGAN", "LDSR"] + st.session_state['defaults'].general.upscaling_method = st.selectbox("Upscaler", Upscaler_list, index=Upscaler_list.index( + st.session_state['defaults'].general.upscaling_method), help="Default upscaling method. Default: 'RealESRGAN'") - with col2: - st.title("Performance") + with col2: + st.title("Performance") - st.session_state["defaults"].general.gfpgan_cpu = st.checkbox("GFPGAN - CPU", value=st.session_state['defaults'].general.gfpgan_cpu, - help="Run GFPGAN on the cpu. Default: False") + st.session_state["defaults"].general.gfpgan_cpu = st.checkbox("GFPGAN - CPU", value=st.session_state['defaults'].general.gfpgan_cpu, + help="Run GFPGAN on the cpu. Default: False") - st.session_state["defaults"].general.esrgan_cpu = st.checkbox("ESRGAN - CPU", value=st.session_state['defaults'].general.esrgan_cpu, - help="Run ESRGAN on the cpu. Default: False") + st.session_state["defaults"].general.esrgan_cpu = st.checkbox("ESRGAN - CPU", value=st.session_state['defaults'].general.esrgan_cpu, + help="Run ESRGAN on the cpu. Default: False") - st.session_state["defaults"].general.extra_models_cpu = st.checkbox("Extra Models - CPU", value=st.session_state['defaults'].general.extra_models_cpu, - help="Run extra models (GFGPAN/ESRGAN) on cpu. Default: False") + st.session_state["defaults"].general.extra_models_cpu = st.checkbox("Extra Models - CPU", value=st.session_state['defaults'].general.extra_models_cpu, + help="Run extra models (GFGPAN/ESRGAN) on cpu. Default: False") - st.session_state["defaults"].general.extra_models_gpu = st.checkbox("Extra Models - GPU", value=st.session_state['defaults'].general.extra_models_gpu, - help="Run extra models (GFGPAN/ESRGAN) on gpu. \ + st.session_state["defaults"].general.extra_models_gpu = st.checkbox("Extra Models - GPU", value=st.session_state['defaults'].general.extra_models_gpu, + help="Run extra models (GFGPAN/ESRGAN) on gpu. \ Check and save in order to be able to select the GPU that each model will use. Default: False") - if st.session_state["defaults"].general.extra_models_gpu: - st.session_state['defaults'].general.gfpgan_gpu = int(st.selectbox("GFGPAN GPU", device_list, index=st.session_state['defaults'].general.gfpgan_gpu, - help=f"Select which GPU to use. Default: {device_list[st.session_state['defaults'].general.gfpgan_gpu]}", - key="gfpgan_gpu").split(":")[0]) + if st.session_state["defaults"].general.extra_models_gpu: + st.session_state['defaults'].general.gfpgan_gpu = int(st.selectbox("GFGPAN GPU", device_list, index=st.session_state['defaults'].general.gfpgan_gpu, + help=f"Select which GPU to use. Default: {device_list[st.session_state['defaults'].general.gfpgan_gpu]}", + key="gfpgan_gpu").split(":")[0]) - st.session_state["defaults"].general.esrgan_gpu = int(st.selectbox("ESRGAN - GPU", device_list, index=st.session_state['defaults'].general.esrgan_gpu, - help=f"Select which GPU to use. Default: {device_list[st.session_state['defaults'].general.esrgan_gpu]}", - key="esrgan_gpu").split(":")[0]) + st.session_state["defaults"].general.esrgan_gpu = int(st.selectbox("ESRGAN - GPU", device_list, index=st.session_state['defaults'].general.esrgan_gpu, + help=f"Select which GPU to use. Default: {device_list[st.session_state['defaults'].general.esrgan_gpu]}", + key="esrgan_gpu").split(":")[0]) - st.session_state["defaults"].general.no_half = st.checkbox("No Half", value=st.session_state['defaults'].general.no_half, - help="DO NOT switch the model to 16-bit floats. Default: False") + st.session_state["defaults"].general.no_half = st.checkbox("No Half", value=st.session_state['defaults'].general.no_half, + help="DO NOT switch the model to 16-bit floats. Default: False") - st.session_state["defaults"].general.use_float16 = st.checkbox("Use float16", value=st.session_state['defaults'].general.use_float16, - help="Switch the model to 16-bit floats. Default: False") + st.session_state["defaults"].general.use_float16 = st.checkbox("Use float16", value=st.session_state['defaults'].general.use_float16, + help="Switch the model to 16-bit floats. Default: False") - precision_list = ['full','autocast'] - st.session_state["defaults"].general.precision = st.selectbox("Precision", precision_list, index=precision_list.index(st.session_state['defaults'].general.precision), - help="Evaluates at this precision. Default: autocast") + precision_list = ['full', 'autocast'] + st.session_state["defaults"].general.precision = st.selectbox("Precision", precision_list, index=precision_list.index(st.session_state['defaults'].general.precision), + help="Evaluates at this precision. Default: autocast") - st.session_state["defaults"].general.optimized = st.checkbox("Optimized Mode", value=st.session_state['defaults'].general.optimized, - help="Loads the model onto the device piecemeal instead of all at once to reduce VRAM usage\ + st.session_state["defaults"].general.optimized = st.checkbox("Optimized Mode", value=st.session_state['defaults'].general.optimized, + help="Loads the model onto the device piecemeal instead of all at once to reduce VRAM usage\ at the cost of performance. Default: False") - st.session_state["defaults"].general.optimized_turbo = st.checkbox("Optimized Turbo Mode", value=st.session_state['defaults'].general.optimized_turbo, - help="Alternative optimization mode that does not save as much VRAM but \ + st.session_state["defaults"].general.optimized_turbo = st.checkbox("Optimized Turbo Mode", value=st.session_state['defaults'].general.optimized_turbo, + help="Alternative optimization mode that does not save as much VRAM but \ runs siginificantly faster. Default: False") - st.session_state["defaults"].general.optimized_config = st.text_input("Optimized Config", value=st.session_state['defaults'].general.optimized_config, - help=f"Loads alternative optimized configuration for inference. \ - Default: optimizedSD/v1-inference.yaml") + st.session_state["defaults"].general.optimized_config = st.text_input("Optimized Config", value=st.session_state['defaults'].general.optimized_config, + help=f"Loads alternative optimized configuration for inference. \ + Default: optimizedSD/v1-inference.yaml") - st.session_state["defaults"].general.enable_attention_slicing = st.checkbox("Enable Attention Slicing", value=st.session_state['defaults'].general.enable_attention_slicing, - help="Enable sliced attention computation. When this option is enabled, the attention module will \ + st.session_state["defaults"].general.enable_attention_slicing = st.checkbox("Enable Attention Slicing", value=st.session_state['defaults'].general.enable_attention_slicing, + help="Enable sliced attention computation. When this option is enabled, the attention module will \ split the input tensor in slices, to compute attention in several steps. This is useful to save some \ memory in exchange for a small speed decrease. Only works the txt2vid tab right now. Default: False") - st.session_state["defaults"].general.enable_minimal_memory_usage = st.checkbox("Enable Minimal Memory Usage", value=st.session_state['defaults'].general.enable_minimal_memory_usage, - help="Moves only unet to fp16 and to CUDA, while keepping lighter models on CPUs \ + st.session_state["defaults"].general.enable_minimal_memory_usage = st.checkbox("Enable Minimal Memory Usage", value=st.session_state['defaults'].general.enable_minimal_memory_usage, + help="Moves only unet to fp16 and to CUDA, while keepping lighter models on CPUs \ (Not properly implemented and currently not working, check this \ link 'https://github.com/huggingface/diffusers/pull/537' for more information on it ). Default: False") - #st.session_state["defaults"].general.update_preview = st.checkbox("Update Preview Image", value=st.session_state['defaults'].general.update_preview, - #help="Enables the preview image to be updated and shown to the user on the UI during the generation.\ - #If checked, once you save the settings an option to specify the frequency at which the image is updated\ - #in steps will be shown, this is helpful to reduce the negative effect this option has on performance. \ - #Default: True") - st.session_state["defaults"].general.update_preview = True - st.session_state["defaults"].general.update_preview_frequency = st.number_input("Update Preview Frequency", - min_value=1, - value=st.session_state['defaults'].general.update_preview_frequency, - help="Specify the frequency at which the image is updated in steps, this is helpful to reduce the \ + # st.session_state["defaults"].general.update_preview = st.checkbox("Update Preview Image", value=st.session_state['defaults'].general.update_preview, + # help="Enables the preview image to be updated and shown to the user on the UI during the generation.\ + # If checked, once you save the settings an option to specify the frequency at which the image is updated\ + # in steps will be shown, this is helpful to reduce the negative effect this option has on performance. \ + # Default: True") + st.session_state["defaults"].general.update_preview = True + st.session_state["defaults"].general.update_preview_frequency = st.number_input("Update Preview Frequency", + min_value=1, + value=st.session_state['defaults'].general.update_preview_frequency, + help="Specify the frequency at which the image is updated in steps, this is helpful to reduce the \ negative effect updating the preview image has on performance. Default: 10") - with col3: - st.title("Others") - st.session_state["defaults"].general.use_sd_concepts_library = st.checkbox("Use the Concepts Library", value=st.session_state['defaults'].general.use_sd_concepts_library, - help="Use the embeds Concepts Library, if checked, once the settings are saved an option will\ + with col3: + st.title("Others") + st.session_state["defaults"].general.use_sd_concepts_library = st.checkbox("Use the Concepts Library", value=st.session_state['defaults'].general.use_sd_concepts_library, + help="Use the embeds Concepts Library, if checked, once the settings are saved an option will\ appear to specify the directory where the concepts are stored. Default: True)") - if st.session_state["defaults"].general.use_sd_concepts_library: - st.session_state['defaults'].general.sd_concepts_library_folder = st.text_input("Concepts Library Folder", - value=st.session_state['defaults'].general.sd_concepts_library_folder, - help="Relative folder on which the concepts library embeds are stored. \ + if st.session_state["defaults"].general.use_sd_concepts_library: + st.session_state['defaults'].general.sd_concepts_library_folder = st.text_input("Concepts Library Folder", + value=st.session_state['defaults'].general.sd_concepts_library_folder, + help="Relative folder on which the concepts library embeds are stored. \ Default: 'models/custom/sd-concepts-library'") - st.session_state['defaults'].general.LDSR_dir = st.text_input("LDSR Folder", value=st.session_state['defaults'].general.LDSR_dir, - help="Folder where LDSR is located. Default: './models/ldsr'") + st.session_state['defaults'].general.LDSR_dir = st.text_input("LDSR Folder", value=st.session_state['defaults'].general.LDSR_dir, + help="Folder where LDSR is located. Default: './models/ldsr'") - st.session_state["defaults"].general.save_metadata = st.checkbox("Save Metadata", value=st.session_state['defaults'].general.save_metadata, - help="Save metadata on the output image. Default: True") - save_format_list = ["png"] - st.session_state["defaults"].general.save_format = st.selectbox("Save Format",save_format_list, index=save_format_list.index(st.session_state['defaults'].general.save_format), - help="Format that will be used whens saving the output images. Default: 'png'") + st.session_state["defaults"].general.save_metadata = st.checkbox("Save Metadata", value=st.session_state['defaults'].general.save_metadata, + help="Save metadata on the output image. Default: True") + save_format_list = ["png"] + st.session_state["defaults"].general.save_format = st.selectbox("Save Format", save_format_list, index=save_format_list.index(st.session_state['defaults'].general.save_format), + help="Format that will be used whens saving the output images. Default: 'png'") - st.session_state["defaults"].general.skip_grid = st.checkbox("Skip Grid", value=st.session_state['defaults'].general.skip_grid, - help="Skip saving the grid output image. Default: False") - if not st.session_state["defaults"].general.skip_grid: - st.session_state["defaults"].general.grid_format = st.text_input("Grid Format", value=st.session_state['defaults'].general.grid_format, - help="Format for saving the grid output image. Default: 'jpg:95'") + st.session_state["defaults"].general.skip_grid = st.checkbox("Skip Grid", value=st.session_state['defaults'].general.skip_grid, + help="Skip saving the grid output image. Default: False") + if not st.session_state["defaults"].general.skip_grid: + st.session_state["defaults"].general.grid_format = st.text_input("Grid Format", value=st.session_state['defaults'].general.grid_format, + help="Format for saving the grid output image. Default: 'jpg:95'") - st.session_state["defaults"].general.skip_save = st.checkbox("Skip Save", value=st.session_state['defaults'].general.skip_save, - help="Skip saving the output image. Default: False") + st.session_state["defaults"].general.skip_save = st.checkbox("Skip Save", value=st.session_state['defaults'].general.skip_save, + help="Skip saving the output image. Default: False") - st.session_state["defaults"].general.n_rows = st.number_input("Number of Grid Rows", value=st.session_state['defaults'].general.n_rows, - help="Number of rows the grid wil have when saving the grid output image. Default: '-1'") + st.session_state["defaults"].general.n_rows = st.number_input("Number of Grid Rows", value=st.session_state['defaults'].general.n_rows, + help="Number of rows the grid wil have when saving the grid output image. Default: '-1'") - st.session_state["defaults"].general.no_verify_input = st.checkbox("Do not Verify Input", value=st.session_state['defaults'].general.no_verify_input, - help="Do not verify input to check if it's too long. Default: False") + st.session_state["defaults"].general.no_verify_input = st.checkbox("Do not Verify Input", value=st.session_state['defaults'].general.no_verify_input, + help="Do not verify input to check if it's too long. Default: False") - st.session_state["defaults"].daisi_app.running_on_daisi_io = st.checkbox("Running on Daisi.io?", value=st.session_state['defaults'].daisi_app.running_on_daisi_io, - help="Specify if we are running on app.Daisi.io . Default: False") + st.session_state["defaults"].daisi_app.running_on_daisi_io = st.checkbox("Running on Daisi.io?", value=st.session_state['defaults'].daisi_app.running_on_daisi_io, + help="Specify if we are running on app.Daisi.io . Default: False") + with col4: + st.title("Streamlit Config") + st.session_state["defaults"].general.streamlit_telemetry = st.checkbox("Enable Telemetry", value=st.session_state['defaults'].general.streamlit_telemetry, + help="Enables or Disables streamlit telemetry. Default: False") + st.session_state["streamlit_config"]["browser"]["gatherUsageStats"] = st.session_state["defaults"].general.streamlit_telemetry - with col4: - st.title("Streamlit Config") + default_theme_list = ["light", "dark"] + st.session_state["defaults"].general.default_theme = st.selectbox("Default Theme", default_theme_list, index=default_theme_list.index(st.session_state['defaults'].general.default_theme), + help="Defaut theme to use as base for streamlit. Default: dark") + st.session_state["streamlit_config"]["theme"]["base"] = st.session_state["defaults"].general.default_theme - st.session_state["defaults"].general.streamlit_telemetry = st.checkbox("Enable Telemetry", value=st.session_state['defaults'].general.streamlit_telemetry, - help="Enables or Disables streamlit telemetry. Default: False") - st.session_state["streamlit_config"]["browser"]["gatherUsageStats"] = st.session_state["defaults"].general.streamlit_telemetry - - default_theme_list = ["light", "dark"] - st.session_state["defaults"].general.default_theme = st.selectbox("Default Theme", default_theme_list, index=default_theme_list.index(st.session_state['defaults'].general.default_theme), - help="Defaut theme to use as base for streamlit. Default: dark") - st.session_state["streamlit_config"]["theme"]["base"] = st.session_state["defaults"].general.default_theme - - with col5: - st.title("Huggingface") - st.session_state["defaults"].general.huggingface_token = st.text_input("Huggingface Token", value=st.session_state['defaults'].general.huggingface_token, type="password", - help="Your Huggingface Token, it's used to download the model for the diffusers library which \ + with col5: + st.title("Huggingface") + st.session_state["defaults"].general.huggingface_token = st.text_input("Huggingface Token", value=st.session_state['defaults'].general.huggingface_token, type="password", + help="Your Huggingface Token, it's used to download the model for the diffusers library which \ is used on the Text To Video tab. This token will be saved to your user config file\ and WILL NOT be share with us or anyone. You can get your access token \ at https://huggingface.co/settings/tokens. Default: None") - with txt2img_tab: - col1, col2, col3, col4, col5 = st.columns(5, gap='medium') + with txt2img_tab: + col1, col2, col3, col4, col5 = st.columns(5, gap='medium') - with col1: - st.title("Slider Parameters") + with col1: + st.title("Slider Parameters") - # Width - st.session_state["defaults"].txt2img.width.value = st.number_input("Default Image Width", value=st.session_state['defaults'].txt2img.width.value, - help="Set the default width for the generated image. Default is: 512") + # Width + st.session_state["defaults"].txt2img.width.value = st.number_input("Default Image Width", value=st.session_state['defaults'].txt2img.width.value, + help="Set the default width for the generated image. Default is: 512") - st.session_state["defaults"].txt2img.width.min_value = st.number_input("Minimum Image Width", value=st.session_state['defaults'].txt2img.width.min_value, - help="Set the default minimum value for the width slider. Default is: 64") + st.session_state["defaults"].txt2img.width.min_value = st.number_input("Minimum Image Width", value=st.session_state['defaults'].txt2img.width.min_value, + help="Set the default minimum value for the width slider. Default is: 64") - st.session_state["defaults"].txt2img.width.max_value = st.number_input("Maximum Image Width", value=st.session_state['defaults'].txt2img.width.max_value, - help="Set the default maximum value for the width slider. Default is: 2048") + st.session_state["defaults"].txt2img.width.max_value = st.number_input("Maximum Image Width", value=st.session_state['defaults'].txt2img.width.max_value, + help="Set the default maximum value for the width slider. Default is: 2048") - # Height - st.session_state["defaults"].txt2img.height.value = st.number_input("Default Image Height", value=st.session_state['defaults'].txt2img.height.value, - help="Set the default height for the generated image. Default is: 512") + # Height + st.session_state["defaults"].txt2img.height.value = st.number_input("Default Image Height", value=st.session_state['defaults'].txt2img.height.value, + help="Set the default height for the generated image. Default is: 512") - st.session_state["defaults"].txt2img.height.min_value = st.number_input("Minimum Image Height", value=st.session_state['defaults'].txt2img.height.min_value, - help="Set the default minimum value for the height slider. Default is: 64") + st.session_state["defaults"].txt2img.height.min_value = st.number_input("Minimum Image Height", value=st.session_state['defaults'].txt2img.height.min_value, + help="Set the default minimum value for the height slider. Default is: 64") - st.session_state["defaults"].txt2img.height.max_value = st.number_input("Maximum Image Height", value=st.session_state['defaults'].txt2img.height.max_value, - help="Set the default maximum value for the height slider. Default is: 2048") + st.session_state["defaults"].txt2img.height.max_value = st.number_input("Maximum Image Height", value=st.session_state['defaults'].txt2img.height.max_value, + help="Set the default maximum value for the height slider. Default is: 2048") - with col2: - # CFG - st.session_state["defaults"].txt2img.cfg_scale.value = st.number_input("Default CFG Scale", value=st.session_state['defaults'].txt2img.cfg_scale.value, - help="Set the default value for the CFG Scale. Default is: 7.5") + with col2: + # CFG + st.session_state["defaults"].txt2img.cfg_scale.value = st.number_input("Default CFG Scale", value=st.session_state['defaults'].txt2img.cfg_scale.value, + help="Set the default value for the CFG Scale. Default is: 7.5") - st.session_state["defaults"].txt2img.cfg_scale.min_value = st.number_input("Minimum CFG Scale Value", value=st.session_state['defaults'].txt2img.cfg_scale.min_value, - help="Set the default minimum value for the CFG scale slider. Default is: 1") + st.session_state["defaults"].txt2img.cfg_scale.min_value = st.number_input("Minimum CFG Scale Value", value=st.session_state['defaults'].txt2img.cfg_scale.min_value, + help="Set the default minimum value for the CFG scale slider. Default is: 1") - st.session_state["defaults"].txt2img.cfg_scale.max_value = st.number_input("Maximum CFG Scale Value", - value=st.session_state['defaults'].txt2img.cfg_scale.max_value, - help="Set the default maximum value for the CFG scale slider. Default is: 30") + st.session_state["defaults"].txt2img.cfg_scale.step = st.number_input("CFG Slider Steps", value=st.session_state['defaults'].txt2img.cfg_scale.step, + help="Set the default value for the number of steps on the CFG scale slider. Default is: 0.5") + # Sampling Steps + st.session_state["defaults"].txt2img.sampling_steps.value = st.number_input("Default Sampling Steps", value=st.session_state['defaults'].txt2img.sampling_steps.value, + help="Set the default number of sampling steps to use. Default is: 30 (with k_euler)") - st.session_state["defaults"].txt2img.cfg_scale.step = st.number_input("CFG Slider Steps", value=st.session_state['defaults'].txt2img.cfg_scale.step, - help="Set the default value for the number of steps on the CFG scale slider. Default is: 0.5") - # Sampling Steps - st.session_state["defaults"].txt2img.sampling_steps.value = st.number_input("Default Sampling Steps", value=st.session_state['defaults'].txt2img.sampling_steps.value, - help="Set the default number of sampling steps to use. Default is: 30 (with k_euler)") + st.session_state["defaults"].txt2img.sampling_steps.min_value = st.number_input("Minimum Sampling Steps", + value=st.session_state['defaults'].txt2img.sampling_steps.min_value, + help="Set the default minimum value for the sampling steps slider. Default is: 1") - st.session_state["defaults"].txt2img.sampling_steps.min_value = st.number_input("Minimum Sampling Steps", - value=st.session_state['defaults'].txt2img.sampling_steps.min_value, - help="Set the default minimum value for the sampling steps slider. Default is: 1") + st.session_state["defaults"].txt2img.sampling_steps.step = st.number_input("Sampling Slider Steps", + value=st.session_state['defaults'].txt2img.sampling_steps.step, + help="Set the default value for the number of steps on the sampling steps slider. Default is: 10") - st.session_state["defaults"].txt2img.sampling_steps.step = st.number_input("Sampling Slider Steps", - value=st.session_state['defaults'].txt2img.sampling_steps.step, - help="Set the default value for the number of steps on the sampling steps slider. Default is: 10") + with col3: + st.title("General Parameters") - with col3: - st.title("General Parameters") + # Batch Count + st.session_state["defaults"].txt2img.batch_count.value = st.number_input("Batch count", value=st.session_state['defaults'].txt2img.batch_count.value, + help="How many iterations or batches of images to generate in total.") - # Batch Count - st.session_state["defaults"].txt2img.batch_count.value = st.number_input("Batch count", value=st.session_state['defaults'].txt2img.batch_count.value, - help="How many iterations or batches of images to generate in total.") - - st.session_state["defaults"].txt2img.batch_size.value = st.number_input("Batch size", value=st.session_state.defaults.txt2img.batch_size.value, - help="How many images are at once in a batch.\ + st.session_state["defaults"].txt2img.batch_size.value = st.number_input("Batch size", value=st.session_state.defaults.txt2img.batch_size.value, + help="How many images are at once in a batch.\ It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ takes to finish generation as more images are generated at once.\ Default: 1") - default_sampler_list = ["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"] - st.session_state["defaults"].txt2img.default_sampler = st.selectbox("Default Sampler", - default_sampler_list, index=default_sampler_list.index(st.session_state['defaults'].txt2img.default_sampler), - help="Defaut sampler to use for txt2img. Default: k_euler") + default_sampler_list = ["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"] + st.session_state["defaults"].txt2img.default_sampler = st.selectbox("Default Sampler", + default_sampler_list, index=default_sampler_list.index( + st.session_state['defaults'].txt2img.default_sampler), + help="Defaut sampler to use for txt2img. Default: k_euler") - st.session_state['defaults'].txt2img.seed = st.text_input("Default Seed", value=st.session_state['defaults'].txt2img.seed, help="Default seed.") + st.session_state['defaults'].txt2img.seed = st.text_input("Default Seed", value=st.session_state['defaults'].txt2img.seed, help="Default seed.") - with col4: + with col4: - st.session_state["defaults"].txt2img.separate_prompts = st.checkbox("Separate Prompts", - value=st.session_state['defaults'].txt2img.separate_prompts, help="Separate Prompts. Default: False") + st.session_state["defaults"].txt2img.separate_prompts = st.checkbox("Separate Prompts", + value=st.session_state['defaults'].txt2img.separate_prompts, help="Separate Prompts. Default: False") - st.session_state["defaults"].txt2img.normalize_prompt_weights = st.checkbox("Normalize Prompt Weights", - value=st.session_state['defaults'].txt2img.normalize_prompt_weights, - help="Choose to normalize prompt weights. Default: True") + st.session_state["defaults"].txt2img.normalize_prompt_weights = st.checkbox("Normalize Prompt Weights", + value=st.session_state['defaults'].txt2img.normalize_prompt_weights, + help="Choose to normalize prompt weights. Default: True") - st.session_state["defaults"].txt2img.save_individual_images = st.checkbox("Save Individual Images", - value=st.session_state['defaults'].txt2img.save_individual_images, - help="Choose to save individual images. Default: True") + st.session_state["defaults"].txt2img.save_individual_images = st.checkbox("Save Individual Images", + value=st.session_state['defaults'].txt2img.save_individual_images, + help="Choose to save individual images. Default: True") - st.session_state["defaults"].txt2img.save_grid = st.checkbox("Save Grid Images", value=st.session_state['defaults'].txt2img.save_grid, - help="Choose to save the grid images. Default: True") + st.session_state["defaults"].txt2img.save_grid = st.checkbox("Save Grid Images", value=st.session_state['defaults'].txt2img.save_grid, + help="Choose to save the grid images. Default: True") - st.session_state["defaults"].txt2img.group_by_prompt = st.checkbox("Group By Prompt", value=st.session_state['defaults'].txt2img.group_by_prompt, - help="Choose to save images grouped by their prompt. Default: False") + st.session_state["defaults"].txt2img.group_by_prompt = st.checkbox("Group By Prompt", value=st.session_state['defaults'].txt2img.group_by_prompt, + help="Choose to save images grouped by their prompt. Default: False") - st.session_state["defaults"].txt2img.save_as_jpg = st.checkbox("Save As JPG", value=st.session_state['defaults'].txt2img.save_as_jpg, - help="Choose to save images as jpegs. Default: False") + st.session_state["defaults"].txt2img.save_as_jpg = st.checkbox("Save As JPG", value=st.session_state['defaults'].txt2img.save_as_jpg, + help="Choose to save images as jpegs. Default: False") - st.session_state["defaults"].txt2img.write_info_files = st.checkbox("Write Info Files For Images", value=st.session_state['defaults'].txt2img.write_info_files, - help="Choose to write the info files along with the generated images. Default: True") + st.session_state["defaults"].txt2img.write_info_files = st.checkbox("Write Info Files For Images", value=st.session_state['defaults'].txt2img.write_info_files, + help="Choose to write the info files along with the generated images. Default: True") - st.session_state["defaults"].txt2img.use_GFPGAN = st.checkbox("Use GFPGAN", value=st.session_state['defaults'].txt2img.use_GFPGAN, help="Choose to use GFPGAN. Default: False") + st.session_state["defaults"].txt2img.use_GFPGAN = st.checkbox( + "Use GFPGAN", value=st.session_state['defaults'].txt2img.use_GFPGAN, help="Choose to use GFPGAN. Default: False") - st.session_state["defaults"].txt2img.use_upscaling = st.checkbox("Use Upscaling", value=st.session_state['defaults'].txt2img.use_upscaling, - help="Choose to turn on upscaling by default. Default: False") + st.session_state["defaults"].txt2img.use_upscaling = st.checkbox("Use Upscaling", value=st.session_state['defaults'].txt2img.use_upscaling, + help="Choose to turn on upscaling by default. Default: False") - st.session_state["defaults"].txt2img.update_preview = True - st.session_state["defaults"].txt2img.update_preview_frequency = st.number_input("Preview Image Update Frequency", - min_value=1, - value=st.session_state['defaults'].txt2img.update_preview_frequency, - help="Set the default value for the frrquency of the preview image updates. Default is: 10") + st.session_state["defaults"].txt2img.update_preview = True + st.session_state["defaults"].txt2img.update_preview_frequency = st.number_input("Preview Image Update Frequency", + min_value=1, + value=st.session_state['defaults'].txt2img.update_preview_frequency, + help="Set the default value for the frrquency of the preview image updates. Default is: 10") - with col5: - st.title("Variation Parameters") + with col5: + st.title("Variation Parameters") - st.session_state["defaults"].txt2img.variant_amount.value = st.number_input("Default Variation Amount", - value=st.session_state['defaults'].txt2img.variant_amount.value, - help="Set the default variation to use. Default is: 0.0") + st.session_state["defaults"].txt2img.variant_amount.value = st.number_input("Default Variation Amount", + value=st.session_state['defaults'].txt2img.variant_amount.value, + help="Set the default variation to use. Default is: 0.0") - st.session_state["defaults"].txt2img.variant_amount.min_value = st.number_input("Minimum Variation Amount", - value=st.session_state['defaults'].txt2img.variant_amount.min_value, - help="Set the default minimum value for the variation slider. Default is: 0.0") + st.session_state["defaults"].txt2img.variant_amount.min_value = st.number_input("Minimum Variation Amount", + value=st.session_state['defaults'].txt2img.variant_amount.min_value, + help="Set the default minimum value for the variation slider. Default is: 0.0") - st.session_state["defaults"].txt2img.variant_amount.max_value = st.number_input("Maximum Variation Amount", - value=st.session_state['defaults'].txt2img.variant_amount.max_value, - help="Set the default maximum value for the variation slider. Default is: 1.0") + st.session_state["defaults"].txt2img.variant_amount.max_value = st.number_input("Maximum Variation Amount", + value=st.session_state['defaults'].txt2img.variant_amount.max_value, + help="Set the default maximum value for the variation slider. Default is: 1.0") - st.session_state["defaults"].txt2img.variant_amount.step = st.number_input("Variation Slider Steps", - value=st.session_state['defaults'].txt2img.variant_amount.step, - help="Set the default value for the number of steps on the variation slider. Default is: 1") + st.session_state["defaults"].txt2img.variant_amount.step = st.number_input("Variation Slider Steps", + value=st.session_state['defaults'].txt2img.variant_amount.step, + help="Set the default value for the number of steps on the variation slider. Default is: 1") - st.session_state['defaults'].txt2img.variant_seed = st.text_input("Default Variation Seed", value=st.session_state['defaults'].txt2img.variant_seed, - help="Default variation seed.") + st.session_state['defaults'].txt2img.variant_seed = st.text_input("Default Variation Seed", value=st.session_state['defaults'].txt2img.variant_seed, + help="Default variation seed.") - with img2img_tab: - col1, col2, col3, col4, col5 = st.columns(5, gap='medium') + with img2img_tab: + col1, col2, col3, col4, col5 = st.columns(5, gap='medium') - with col1: - st.title("Image Editing") + with col1: + st.title("Image Editing") - # Denoising - st.session_state["defaults"].img2img.denoising_strength.value = st.number_input("Default Denoising Amount", - value=st.session_state['defaults'].img2img.denoising_strength.value, - help="Set the default denoising to use. Default is: 0.75") + # Denoising + st.session_state["defaults"].img2img.denoising_strength.value = st.number_input("Default Denoising Amount", + value=st.session_state['defaults'].img2img.denoising_strength.value, + help="Set the default denoising to use. Default is: 0.75") - st.session_state["defaults"].img2img.denoising_strength.min_value = st.number_input("Minimum Denoising Amount", - value=st.session_state['defaults'].img2img.denoising_strength.min_value, - help="Set the default minimum value for the denoising slider. Default is: 0.0") + st.session_state["defaults"].img2img.denoising_strength.min_value = st.number_input("Minimum Denoising Amount", + value=st.session_state['defaults'].img2img.denoising_strength.min_value, + help="Set the default minimum value for the denoising slider. Default is: 0.0") - st.session_state["defaults"].img2img.denoising_strength.max_value = st.number_input("Maximum Denoising Amount", - value=st.session_state['defaults'].img2img.denoising_strength.max_value, - help="Set the default maximum value for the denoising slider. Default is: 1.0") + st.session_state["defaults"].img2img.denoising_strength.max_value = st.number_input("Maximum Denoising Amount", + value=st.session_state['defaults'].img2img.denoising_strength.max_value, + help="Set the default maximum value for the denoising slider. Default is: 1.0") - st.session_state["defaults"].img2img.denoising_strength.step = st.number_input("Denoising Slider Steps", - value=st.session_state['defaults'].img2img.denoising_strength.step, - help="Set the default value for the number of steps on the denoising slider. Default is: 0.01") + st.session_state["defaults"].img2img.denoising_strength.step = st.number_input("Denoising Slider Steps", + value=st.session_state['defaults'].img2img.denoising_strength.step, + help="Set the default value for the number of steps on the denoising slider. Default is: 0.01") - # Masking - st.session_state["defaults"].img2img.mask_mode = st.number_input("Default Mask Mode", value=st.session_state['defaults'].img2img.mask_mode, - help="Set the default mask mode to use. 0 = Keep Masked Area, 1 = Regenerate Masked Area. Default is: 0") + # Masking + st.session_state["defaults"].img2img.mask_mode = st.number_input("Default Mask Mode", value=st.session_state['defaults'].img2img.mask_mode, + help="Set the default mask mode to use. 0 = Keep Masked Area, 1 = Regenerate Masked Area. Default is: 0") - st.session_state["defaults"].img2img.mask_restore = st.checkbox("Default Mask Restore", value=st.session_state['defaults'].img2img.mask_restore, - help="Mask Restore. Default: False") + st.session_state["defaults"].img2img.mask_restore = st.checkbox("Default Mask Restore", value=st.session_state['defaults'].img2img.mask_restore, + help="Mask Restore. Default: False") - st.session_state["defaults"].img2img.resize_mode = st.number_input("Default Resize Mode", value=st.session_state['defaults'].img2img.resize_mode, - help="Set the default resizing mode. 0 = Just Resize, 1 = Crop and Resize, 3 = Resize and Fill. Default is: 0") + st.session_state["defaults"].img2img.resize_mode = st.number_input("Default Resize Mode", value=st.session_state['defaults'].img2img.resize_mode, + help="Set the default resizing mode. 0 = Just Resize, 1 = Crop and Resize, 3 = Resize and Fill. Default is: 0") - with col2: - st.title("Slider Parameters") + with col2: + st.title("Slider Parameters") - # Width - st.session_state["defaults"].img2img.width.value = st.number_input("Default Outputted Image Width", value=st.session_state['defaults'].img2img.width.value, - help="Set the default width for the generated image. Default is: 512") + # Width + st.session_state["defaults"].img2img.width.value = st.number_input("Default Outputted Image Width", value=st.session_state['defaults'].img2img.width.value, + help="Set the default width for the generated image. Default is: 512") - st.session_state["defaults"].img2img.width.min_value = st.number_input("Minimum Outputted Image Width", value=st.session_state['defaults'].img2img.width.min_value, - help="Set the default minimum value for the width slider. Default is: 64") + st.session_state["defaults"].img2img.width.min_value = st.number_input("Minimum Outputted Image Width", value=st.session_state['defaults'].img2img.width.min_value, + help="Set the default minimum value for the width slider. Default is: 64") - st.session_state["defaults"].img2img.width.max_value = st.number_input("Maximum Outputted Image Width", value=st.session_state['defaults'].img2img.width.max_value, - help="Set the default maximum value for the width slider. Default is: 2048") + st.session_state["defaults"].img2img.width.max_value = st.number_input("Maximum Outputted Image Width", value=st.session_state['defaults'].img2img.width.max_value, + help="Set the default maximum value for the width slider. Default is: 2048") - # Height - st.session_state["defaults"].img2img.height.value = st.number_input("Default Outputted Image Height", value=st.session_state['defaults'].img2img.height.value, - help="Set the default height for the generated image. Default is: 512") + # Height + st.session_state["defaults"].img2img.height.value = st.number_input("Default Outputted Image Height", value=st.session_state['defaults'].img2img.height.value, + help="Set the default height for the generated image. Default is: 512") - st.session_state["defaults"].img2img.height.min_value = st.number_input("Minimum Outputted Image Height", value=st.session_state['defaults'].img2img.height.min_value, - help="Set the default minimum value for the height slider. Default is: 64") + st.session_state["defaults"].img2img.height.min_value = st.number_input("Minimum Outputted Image Height", value=st.session_state['defaults'].img2img.height.min_value, + help="Set the default minimum value for the height slider. Default is: 64") - st.session_state["defaults"].img2img.height.max_value = st.number_input("Maximum Outputted Image Height", value=st.session_state['defaults'].img2img.height.max_value, - help="Set the default maximum value for the height slider. Default is: 2048") + st.session_state["defaults"].img2img.height.max_value = st.number_input("Maximum Outputted Image Height", value=st.session_state['defaults'].img2img.height.max_value, + help="Set the default maximum value for the height slider. Default is: 2048") - # CFG - st.session_state["defaults"].img2img.cfg_scale.value = st.number_input("Default Img2Img CFG Scale", value=st.session_state['defaults'].img2img.cfg_scale.value, - help="Set the default value for the CFG Scale. Default is: 7.5") + # CFG + st.session_state["defaults"].img2img.cfg_scale.value = st.number_input("Default Img2Img CFG Scale", value=st.session_state['defaults'].img2img.cfg_scale.value, + help="Set the default value for the CFG Scale. Default is: 7.5") - st.session_state["defaults"].img2img.cfg_scale.min_value = st.number_input("Minimum Img2Img CFG Scale Value", - value=st.session_state['defaults'].img2img.cfg_scale.min_value, - help="Set the default minimum value for the CFG scale slider. Default is: 1") + st.session_state["defaults"].img2img.cfg_scale.min_value = st.number_input("Minimum Img2Img CFG Scale Value", + value=st.session_state['defaults'].img2img.cfg_scale.min_value, + help="Set the default minimum value for the CFG scale slider. Default is: 1") - st.session_state["defaults"].img2img.cfg_scale.max_value = st.number_input("Maximum Img2Img CFG Scale Value", - value=st.session_state['defaults'].img2img.cfg_scale.max_value, - help="Set the default maximum value for the CFG scale slider. Default is: 30") + with col3: + st.session_state["defaults"].img2img.cfg_scale.step = st.number_input("Img2Img CFG Slider Steps", + value=st.session_state['defaults'].img2img.cfg_scale.step, + help="Set the default value for the number of steps on the CFG scale slider. Default is: 0.5") - with col3: - st.session_state["defaults"].img2img.cfg_scale.step = st.number_input("Img2Img CFG Slider Steps", - value=st.session_state['defaults'].img2img.cfg_scale.step, - help="Set the default value for the number of steps on the CFG scale slider. Default is: 0.5") + # Sampling Steps + st.session_state["defaults"].img2img.sampling_steps.value = st.number_input("Default Img2Img Sampling Steps", + value=st.session_state['defaults'].img2img.sampling_steps.value, + help="Set the default number of sampling steps to use. Default is: 30 (with k_euler)") - # Sampling Steps - st.session_state["defaults"].img2img.sampling_steps.value = st.number_input("Default Img2Img Sampling Steps", - value=st.session_state['defaults'].img2img.sampling_steps.value, - help="Set the default number of sampling steps to use. Default is: 30 (with k_euler)") + st.session_state["defaults"].img2img.sampling_steps.min_value = st.number_input("Minimum Img2Img Sampling Steps", + value=st.session_state['defaults'].img2img.sampling_steps.min_value, + help="Set the default minimum value for the sampling steps slider. Default is: 1") - st.session_state["defaults"].img2img.sampling_steps.min_value = st.number_input("Minimum Img2Img Sampling Steps", - value=st.session_state['defaults'].img2img.sampling_steps.min_value, - help="Set the default minimum value for the sampling steps slider. Default is: 1") + st.session_state["defaults"].img2img.sampling_steps.step = st.number_input("Img2Img Sampling Slider Steps", + value=st.session_state['defaults'].img2img.sampling_steps.step, + help="Set the default value for the number of steps on the sampling steps slider. Default is: 10") + # Batch Count + st.session_state["defaults"].img2img.batch_count.value = st.number_input("Img2img Batch count", value=st.session_state["defaults"].img2img.batch_count.value, + help="How many iterations or batches of images to generate in total.") - st.session_state["defaults"].img2img.sampling_steps.step = st.number_input("Img2Img Sampling Slider Steps", - value=st.session_state['defaults'].img2img.sampling_steps.step, - help="Set the default value for the number of steps on the sampling steps slider. Default is: 10") + st.session_state["defaults"].img2img.batch_size.value = st.number_input("Img2img Batch size", value=st.session_state["defaults"].img2img.batch_size.value, + help="How many images are at once in a batch.\ + It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ + takes to finish generation as more images are generated at once.\ + Default: 1") + with col4: + # Inference Steps + st.session_state["defaults"].img2img.num_inference_steps.value = st.number_input("Default Inference Steps", + value=st.session_state['defaults'].img2img.num_inference_steps.value, + help="Set the default number of inference steps to use. Default is: 200") - # Batch Count - st.session_state["defaults"].img2img.batch_count.value = st.number_input("Img2img Batch count", value=st.session_state["defaults"].img2img.batch_count.value, - help="How many iterations or batches of images to generate in total.") + st.session_state["defaults"].img2img.num_inference_steps.min_value = st.number_input("Minimum Sampling Steps", + value=st.session_state['defaults'].img2img.num_inference_steps.min_value, + help="Set the default minimum value for the inference steps slider. Default is: 10") - st.session_state["defaults"].img2img.batch_size.value = st.number_input("Img2img Batch size", value=st.session_state["defaults"].img2img.batch_size.value, - help="How many images are at once in a batch.\ - It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ - takes to finish generation as more images are generated at once.\ - Default: 1") - with col4: - # Inference Steps - st.session_state["defaults"].img2img.num_inference_steps.value = st.number_input("Default Inference Steps", - value=st.session_state['defaults'].img2img.num_inference_steps.value, - help="Set the default number of inference steps to use. Default is: 200") + st.session_state["defaults"].img2img.num_inference_steps.max_value = st.number_input("Maximum Sampling Steps", + value=st.session_state['defaults'].img2img.num_inference_steps.max_value, + help="Set the default maximum value for the inference steps slider. Default is: 500") - st.session_state["defaults"].img2img.num_inference_steps.min_value = st.number_input("Minimum Sampling Steps", - value=st.session_state['defaults'].img2img.num_inference_steps.min_value, - help="Set the default minimum value for the inference steps slider. Default is: 10") + st.session_state["defaults"].img2img.num_inference_steps.step = st.number_input("Inference Slider Steps", + value=st.session_state['defaults'].img2img.num_inference_steps.step, + help="Set the default value for the number of steps on the inference steps slider.\ + Default is: 10") - st.session_state["defaults"].img2img.num_inference_steps.max_value = st.number_input("Maximum Sampling Steps", - value=st.session_state['defaults'].img2img.num_inference_steps.max_value, - help="Set the default maximum value for the inference steps slider. Default is: 500") + # Find Noise Steps + st.session_state["defaults"].img2img.find_noise_steps.value = st.number_input("Default Find Noise Steps", + value=st.session_state['defaults'].img2img.find_noise_steps.value, + help="Set the default number of find noise steps to use. Default is: 100") - st.session_state["defaults"].img2img.num_inference_steps.step = st.number_input("Inference Slider Steps", - value=st.session_state['defaults'].img2img.num_inference_steps.step, - help="Set the default value for the number of steps on the inference steps slider.\ - Default is: 10") + st.session_state["defaults"].img2img.find_noise_steps.min_value = st.number_input("Minimum Find Noise Steps", + value=st.session_state['defaults'].img2img.find_noise_steps.min_value, + help="Set the default minimum value for the find noise steps slider. Default is: 0") - # Find Noise Steps - st.session_state["defaults"].img2img.find_noise_steps.value = st.number_input("Default Find Noise Steps", - value=st.session_state['defaults'].img2img.find_noise_steps.value, - help="Set the default number of find noise steps to use. Default is: 100") + st.session_state["defaults"].img2img.find_noise_steps.step = st.number_input("Find Noise Slider Steps", + value=st.session_state['defaults'].img2img.find_noise_steps.step, + help="Set the default value for the number of steps on the find noise steps slider. \ + Default is: 100") - st.session_state["defaults"].img2img.find_noise_steps.min_value = st.number_input("Minimum Find Noise Steps", - value=st.session_state['defaults'].img2img.find_noise_steps.min_value, - help="Set the default minimum value for the find noise steps slider. Default is: 0") + with col5: + st.title("General Parameters") - st.session_state["defaults"].img2img.find_noise_steps.max_value = st.number_input("Maximum Find Noise Steps", - value=st.session_state['defaults'].img2img.find_noise_steps.max_value, - help="Set the default maximum value for the find noise steps slider. Default is: 500") + default_sampler_list = ["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"] + st.session_state["defaults"].img2img.sampler_name = st.selectbox("Default Img2Img Sampler", default_sampler_list, + index=default_sampler_list.index(st.session_state['defaults'].img2img.sampler_name), + help="Defaut sampler to use for img2img. Default: k_euler") - st.session_state["defaults"].img2img.find_noise_steps.step = st.number_input("Find Noise Slider Steps", - value=st.session_state['defaults'].img2img.find_noise_steps.step, - help="Set the default value for the number of steps on the find noise steps slider. \ - Default is: 10") + st.session_state['defaults'].img2img.seed = st.text_input("Default Img2Img Seed", value=st.session_state['defaults'].img2img.seed, help="Default seed.") - with col5: - st.title("General Parameters") + st.session_state["defaults"].img2img.separate_prompts = st.checkbox("Separate Img2Img Prompts", value=st.session_state['defaults'].img2img.separate_prompts, + help="Separate Prompts. Default: False") - default_sampler_list = ["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"] - st.session_state["defaults"].img2img.sampler_name = st.selectbox("Default Img2Img Sampler", default_sampler_list, - index=default_sampler_list.index(st.session_state['defaults'].img2img.sampler_name), - help="Defaut sampler to use for img2img. Default: k_euler") + st.session_state["defaults"].img2img.normalize_prompt_weights = st.checkbox("Normalize Img2Img Prompt Weights", + value=st.session_state['defaults'].img2img.normalize_prompt_weights, + help="Choose to normalize prompt weights. Default: True") - st.session_state['defaults'].img2img.seed = st.text_input("Default Img2Img Seed", value=st.session_state['defaults'].img2img.seed, help="Default seed.") + st.session_state["defaults"].img2img.save_individual_images = st.checkbox("Save Individual Img2Img Images", + value=st.session_state['defaults'].img2img.save_individual_images, + help="Choose to save individual images. Default: True") - st.session_state["defaults"].img2img.separate_prompts = st.checkbox("Separate Img2Img Prompts", value=st.session_state['defaults'].img2img.separate_prompts, - help="Separate Prompts. Default: False") + st.session_state["defaults"].img2img.save_grid = st.checkbox("Save Img2Img Grid Images", + value=st.session_state['defaults'].img2img.save_grid, help="Choose to save the grid images. Default: True") - st.session_state["defaults"].img2img.normalize_prompt_weights = st.checkbox("Normalize Img2Img Prompt Weights", - value=st.session_state['defaults'].img2img.normalize_prompt_weights, - help="Choose to normalize prompt weights. Default: True") + st.session_state["defaults"].img2img.group_by_prompt = st.checkbox("Group By Img2Img Prompt", + value=st.session_state['defaults'].img2img.group_by_prompt, + help="Choose to save images grouped by their prompt. Default: False") - st.session_state["defaults"].img2img.save_individual_images = st.checkbox("Save Individual Img2Img Images", - value=st.session_state['defaults'].img2img.save_individual_images, - help="Choose to save individual images. Default: True") + st.session_state["defaults"].img2img.save_as_jpg = st.checkbox("Save Img2Img As JPG", value=st.session_state['defaults'].img2img.save_as_jpg, + help="Choose to save images as jpegs. Default: False") - st.session_state["defaults"].img2img.save_grid = st.checkbox("Save Img2Img Grid Images", - value=st.session_state['defaults'].img2img.save_grid, help="Choose to save the grid images. Default: True") + st.session_state["defaults"].img2img.write_info_files = st.checkbox("Write Info Files For Img2Img Images", + value=st.session_state['defaults'].img2img.write_info_files, + help="Choose to write the info files along with the generated images. Default: True") - st.session_state["defaults"].img2img.group_by_prompt = st.checkbox("Group By Img2Img Prompt", - value=st.session_state['defaults'].img2img.group_by_prompt, - help="Choose to save images grouped by their prompt. Default: False") + st.session_state["defaults"].img2img.use_GFPGAN = st.checkbox( + "Img2Img Use GFPGAN", value=st.session_state['defaults'].img2img.use_GFPGAN, help="Choose to use GFPGAN. Default: False") - st.session_state["defaults"].img2img.save_as_jpg = st.checkbox("Save Img2Img As JPG", value=st.session_state['defaults'].img2img.save_as_jpg, - help="Choose to save images as jpegs. Default: False") + st.session_state["defaults"].img2img.use_RealESRGAN = st.checkbox("Img2Img Use RealESRGAN", value=st.session_state['defaults'].img2img.use_RealESRGAN, + help="Choose to use RealESRGAN. Default: False") - st.session_state["defaults"].img2img.write_info_files = st.checkbox("Write Info Files For Img2Img Images", - value=st.session_state['defaults'].img2img.write_info_files, - help="Choose to write the info files along with the generated images. Default: True") + st.session_state["defaults"].img2img.update_preview = True + st.session_state["defaults"].img2img.update_preview_frequency = st.number_input("Img2Img Preview Image Update Frequency", + min_value=1, + value=st.session_state['defaults'].img2img.update_preview_frequency, + help="Set the default value for the frrquency of the preview image updates. Default is: 10") - st.session_state["defaults"].img2img.use_GFPGAN = st.checkbox("Img2Img Use GFPGAN", value=st.session_state['defaults'].img2img.use_GFPGAN, help="Choose to use GFPGAN. Default: False") + st.title("Variation Parameters") - st.session_state["defaults"].img2img.use_RealESRGAN = st.checkbox("Img2Img Use RealESRGAN", value=st.session_state['defaults'].img2img.use_RealESRGAN, - help="Choose to use RealESRGAN. Default: False") + st.session_state["defaults"].img2img.variant_amount = st.number_input("Default Img2Img Variation Amount", + value=st.session_state['defaults'].img2img.variant_amount, + help="Set the default variation to use. Default is: 0.0") - st.session_state["defaults"].img2img.update_preview = True - st.session_state["defaults"].img2img.update_preview_frequency = st.number_input("Img2Img Preview Image Update Frequency", - min_value=1, - value=st.session_state['defaults'].img2img.update_preview_frequency, - help="Set the default value for the frrquency of the preview image updates. Default is: 10") + # I THINK THESE ARE MISSING FROM THE CONFIG FILE + # st.session_state["defaults"].img2img.variant_amount.min_value = st.number_input("Minimum Img2Img Variation Amount", + # value=st.session_state['defaults'].img2img.variant_amount.min_value, help="Set the default minimum value for the variation slider. Default is: 0.0")) - st.title("Variation Parameters") + # st.session_state["defaults"].img2img.variant_amount.max_value = st.number_input("Maximum Img2Img Variation Amount", + # value=st.session_state['defaults'].img2img.variant_amount.max_value, help="Set the default maximum value for the variation slider. Default is: 1.0")) - st.session_state["defaults"].img2img.variant_amount = st.number_input("Default Img2Img Variation Amount", - value=st.session_state['defaults'].img2img.variant_amount, - help="Set the default variation to use. Default is: 0.0") + # st.session_state["defaults"].img2img.variant_amount.step = st.number_input("Img2Img Variation Slider Steps", + # value=st.session_state['defaults'].img2img.variant_amount.step, help="Set the default value for the number of steps on the variation slider. Default is: 1")) - # I THINK THESE ARE MISSING FROM THE CONFIG FILE - # st.session_state["defaults"].img2img.variant_amount.min_value = st.number_input("Minimum Img2Img Variation Amount", - # value=st.session_state['defaults'].img2img.variant_amount.min_value, help="Set the default minimum value for the variation slider. Default is: 0.0")) + st.session_state['defaults'].img2img.variant_seed = st.text_input("Default Img2Img Variation Seed", + value=st.session_state['defaults'].img2img.variant_seed, help="Default variation seed.") - # st.session_state["defaults"].img2img.variant_amount.max_value = st.number_input("Maximum Img2Img Variation Amount", - # value=st.session_state['defaults'].img2img.variant_amount.max_value, help="Set the default maximum value for the variation slider. Default is: 1.0")) + with img2txt_tab: + col1 = st.columns(1, gap="large") - # st.session_state["defaults"].img2img.variant_amount.step = st.number_input("Img2Img Variation Slider Steps", - # value=st.session_state['defaults'].img2img.variant_amount.step, help="Set the default value for the number of steps on the variation slider. Default is: 1")) + st.title("Image-To-Text") - st.session_state['defaults'].img2img.variant_seed = st.text_input("Default Img2Img Variation Seed", - value=st.session_state['defaults'].img2img.variant_seed, help="Default variation seed.") + st.session_state["defaults"].img2txt.batch_size = st.number_input("Default Img2Txt Batch Size", value=st.session_state['defaults'].img2txt.batch_size, + help="Set the default batch size for Img2Txt. Default is: 420?") - with img2txt_tab: - col1 = st.columns(1, gap="large") + st.session_state["defaults"].img2txt.blip_image_eval_size = st.number_input("Default Blip Image Size Evaluation", + value=st.session_state['defaults'].img2txt.blip_image_eval_size, + help="Set the default value for the blip image evaluation size. Default is: 512") - st.title("Image-To-Text") + with txt2vid_tab: + col1, col2, col3, col4, col5 = st.columns(5, gap="medium") - st.session_state["defaults"].img2txt.batch_size = st.number_input("Default Img2Txt Batch Size", value=st.session_state['defaults'].img2txt.batch_size, - help="Set the default batch size for Img2Txt. Default is: 420?") + with col1: + st.title("Slider Parameters") - st.session_state["defaults"].img2txt.blip_image_eval_size = st.number_input("Default Blip Image Size Evaluation", - value=st.session_state['defaults'].img2txt.blip_image_eval_size, - help="Set the default value for the blip image evaluation size. Default is: 512") + # Width + st.session_state["defaults"].txt2vid.width.value = st.number_input("Default txt2vid Image Width", + value=st.session_state['defaults'].txt2vid.width.value, + help="Set the default width for the generated image. Default is: 512") - with txt2vid_tab: - col1, col2, col3, col4, col5 = st.columns(5, gap="medium") + st.session_state["defaults"].txt2vid.width.min_value = st.number_input("Minimum txt2vid Image Width", + value=st.session_state['defaults'].txt2vid.width.min_value, + help="Set the default minimum value for the width slider. Default is: 64") - with col1: - st.title("Slider Parameters") + st.session_state["defaults"].txt2vid.width.max_value = st.number_input("Maximum txt2vid Image Width", + value=st.session_state['defaults'].txt2vid.width.max_value, + help="Set the default maximum value for the width slider. Default is: 2048") - # Width - st.session_state["defaults"].txt2vid.width.value = st.number_input("Default txt2vid Image Width", - value=st.session_state['defaults'].txt2vid.width.value, - help="Set the default width for the generated image. Default is: 512") + # Height + st.session_state["defaults"].txt2vid.height.value = st.number_input("Default txt2vid Image Height", + value=st.session_state['defaults'].txt2vid.height.value, + help="Set the default height for the generated image. Default is: 512") - st.session_state["defaults"].txt2vid.width.min_value = st.number_input("Minimum txt2vid Image Width", - value=st.session_state['defaults'].txt2vid.width.min_value, - help="Set the default minimum value for the width slider. Default is: 64") + st.session_state["defaults"].txt2vid.height.min_value = st.number_input("Minimum txt2vid Image Height", + value=st.session_state['defaults'].txt2vid.height.min_value, + help="Set the default minimum value for the height slider. Default is: 64") - st.session_state["defaults"].txt2vid.width.max_value = st.number_input("Maximum txt2vid Image Width", - value=st.session_state['defaults'].txt2vid.width.max_value, - help="Set the default maximum value for the width slider. Default is: 2048") + st.session_state["defaults"].txt2vid.height.max_value = st.number_input("Maximum txt2vid Image Height", + value=st.session_state['defaults'].txt2vid.height.max_value, + help="Set the default maximum value for the height slider. Default is: 2048") - # Height - st.session_state["defaults"].txt2vid.height.value = st.number_input("Default txt2vid Image Height", - value=st.session_state['defaults'].txt2vid.height.value, - help="Set the default height for the generated image. Default is: 512") + # CFG + st.session_state["defaults"].txt2vid.cfg_scale.value = st.number_input("Default txt2vid CFG Scale", + value=st.session_state['defaults'].txt2vid.cfg_scale.value, + help="Set the default value for the CFG Scale. Default is: 7.5") - st.session_state["defaults"].txt2vid.height.min_value = st.number_input("Minimum txt2vid Image Height", - value=st.session_state['defaults'].txt2vid.height.min_value, - help="Set the default minimum value for the height slider. Default is: 64") + st.session_state["defaults"].txt2vid.cfg_scale.min_value = st.number_input("Minimum txt2vid CFG Scale Value", + value=st.session_state['defaults'].txt2vid.cfg_scale.min_value, + help="Set the default minimum value for the CFG scale slider. Default is: 1") - st.session_state["defaults"].txt2vid.height.max_value = st.number_input("Maximum txt2vid Image Height", - value=st.session_state['defaults'].txt2vid.height.max_value, - help="Set the default maximum value for the height slider. Default is: 2048") + st.session_state["defaults"].txt2vid.cfg_scale.step = st.number_input("txt2vid CFG Slider Steps", + value=st.session_state['defaults'].txt2vid.cfg_scale.step, + help="Set the default value for the number of steps on the CFG scale slider. Default is: 0.5") - # CFG - st.session_state["defaults"].txt2vid.cfg_scale.value = st.number_input("Default txt2vid CFG Scale", - value=st.session_state['defaults'].txt2vid.cfg_scale.value, - help="Set the default value for the CFG Scale. Default is: 7.5") + with col2: + # Sampling Steps + st.session_state["defaults"].txt2vid.sampling_steps.value = st.number_input("Default txt2vid Sampling Steps", + value=st.session_state['defaults'].txt2vid.sampling_steps.value, + help="Set the default number of sampling steps to use. Default is: 30 (with k_euler)") - st.session_state["defaults"].txt2vid.cfg_scale.min_value = st.number_input("Minimum txt2vid CFG Scale Value", - value=st.session_state['defaults'].txt2vid.cfg_scale.min_value, - help="Set the default minimum value for the CFG scale slider. Default is: 1") + st.session_state["defaults"].txt2vid.sampling_steps.min_value = st.number_input("Minimum txt2vid Sampling Steps", + value=st.session_state['defaults'].txt2vid.sampling_steps.min_value, + help="Set the default minimum value for the sampling steps slider. Default is: 1") - st.session_state["defaults"].txt2vid.cfg_scale.max_value = st.number_input("Maximum txt2vid CFG Scale Value", - value=st.session_state['defaults'].txt2vid.cfg_scale.max_value, - help="Set the default maximum value for the CFG scale slider. Default is: 30") + st.session_state["defaults"].txt2vid.sampling_steps.step = st.number_input("txt2vid Sampling Slider Steps", + value=st.session_state['defaults'].txt2vid.sampling_steps.step, + help="Set the default value for the number of steps on the sampling steps slider. Default is: 10") - st.session_state["defaults"].txt2vid.cfg_scale.step = st.number_input("txt2vid CFG Slider Steps", - value=st.session_state['defaults'].txt2vid.cfg_scale.step, - help="Set the default value for the number of steps on the CFG scale slider. Default is: 0.5") + # Batch Count + st.session_state["defaults"].txt2vid.batch_count.value = st.number_input("txt2vid Batch count", value=st.session_state['defaults'].txt2vid.batch_count.value, + help="How many iterations or batches of images to generate in total.") - with col2: - # Sampling Steps - st.session_state["defaults"].txt2vid.sampling_steps.value = st.number_input("Default txt2vid Sampling Steps", - value=st.session_state['defaults'].txt2vid.sampling_steps.value, - help="Set the default number of sampling steps to use. Default is: 30 (with k_euler)") - - st.session_state["defaults"].txt2vid.sampling_steps.min_value = st.number_input("Minimum txt2vid Sampling Steps", - value=st.session_state['defaults'].txt2vid.sampling_steps.min_value, - help="Set the default minimum value for the sampling steps slider. Default is: 1") - - st.session_state["defaults"].txt2vid.sampling_steps.step = st.number_input("txt2vid Sampling Slider Steps", - value=st.session_state['defaults'].txt2vid.sampling_steps.step, - help="Set the default value for the number of steps on the sampling steps slider. Default is: 10") - - # Batch Count - st.session_state["defaults"].txt2vid.batch_count.value = st.number_input("txt2vid Batch count", value=st.session_state['defaults'].txt2vid.batch_count.value, - help="How many iterations or batches of images to generate in total.") - - st.session_state["defaults"].txt2vid.batch_size.value = st.number_input("txt2vid Batch size", value=st.session_state.defaults.txt2vid.batch_size.value, - help="How many images are at once in a batch.\ + st.session_state["defaults"].txt2vid.batch_size.value = st.number_input("txt2vid Batch size", value=st.session_state.defaults.txt2vid.batch_size.value, + help="How many images are at once in a batch.\ It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ takes to finish generation as more images are generated at once.\ Default: 1") - # Inference Steps - st.session_state["defaults"].txt2vid.num_inference_steps.value = st.number_input("Default Txt2Vid Inference Steps", - value=st.session_state['defaults'].txt2vid.num_inference_steps.value, - help="Set the default number of inference steps to use. Default is: 200") + # Inference Steps + st.session_state["defaults"].txt2vid.num_inference_steps.value = st.number_input("Default Txt2Vid Inference Steps", + value=st.session_state['defaults'].txt2vid.num_inference_steps.value, + help="Set the default number of inference steps to use. Default is: 200") - st.session_state["defaults"].txt2vid.num_inference_steps.min_value = st.number_input("Minimum Txt2Vid Sampling Steps", - value=st.session_state['defaults'].txt2vid.num_inference_steps.min_value, - help="Set the default minimum value for the inference steps slider. Default is: 10") + st.session_state["defaults"].txt2vid.num_inference_steps.min_value = st.number_input("Minimum Txt2Vid Sampling Steps", + value=st.session_state['defaults'].txt2vid.num_inference_steps.min_value, + help="Set the default minimum value for the inference steps slider. Default is: 10") - st.session_state["defaults"].txt2vid.num_inference_steps.max_value = st.number_input("Maximum Txt2Vid Sampling Steps", - value=st.session_state['defaults'].txt2vid.num_inference_steps.max_value, - help="Set the default maximum value for the inference steps slider. Default is: 500") - st.session_state["defaults"].txt2vid.num_inference_steps.step = st.number_input("Txt2Vid Inference Slider Steps", - value=st.session_state['defaults'].txt2vid.num_inference_steps.step, - help="Set the default value for the number of steps on the inference steps slider. Default is: 10") + st.session_state["defaults"].txt2vid.num_inference_steps.max_value = st.number_input("Maximum Txt2Vid Sampling Steps", + value=st.session_state['defaults'].txt2vid.num_inference_steps.max_value, + help="Set the default maximum value for the inference steps slider. Default is: 500") + st.session_state["defaults"].txt2vid.num_inference_steps.step = st.number_input("Txt2Vid Inference Slider Steps", + value=st.session_state['defaults'].txt2vid.num_inference_steps.step, + help="Set the default value for the number of steps on the inference steps slider. Default is: 10") - with col3: - st.title("General Parameters") + with col3: + st.title("General Parameters") - st.session_state['defaults'].txt2vid.default_model = st.text_input("Default Txt2Vid Model", value=st.session_state['defaults'].txt2vid.default_model, - help="Default: CompVis/stable-diffusion-v1-4") + st.session_state['defaults'].txt2vid.default_model = st.text_input("Default Txt2Vid Model", value=st.session_state['defaults'].txt2vid.default_model, + help="Default: CompVis/stable-diffusion-v1-4") - # INSERT CUSTOM_MODELS_LIST HERE + # INSERT CUSTOM_MODELS_LIST HERE - default_sampler_list = ["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"] - st.session_state["defaults"].txt2vid.default_sampler = st.selectbox("Default txt2vid Sampler", default_sampler_list, - index=default_sampler_list.index(st.session_state['defaults'].txt2vid.default_sampler), - help="Defaut sampler to use for txt2vid. Default: k_euler") + default_sampler_list = ["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"] + st.session_state["defaults"].txt2vid.default_sampler = st.selectbox("Default txt2vid Sampler", default_sampler_list, + index=default_sampler_list.index(st.session_state['defaults'].txt2vid.default_sampler), + help="Defaut sampler to use for txt2vid. Default: k_euler") - st.session_state['defaults'].txt2vid.seed = st.text_input("Default txt2vid Seed", value=st.session_state['defaults'].txt2vid.seed, help="Default seed.") + st.session_state['defaults'].txt2vid.seed = st.text_input("Default txt2vid Seed", value=st.session_state['defaults'].txt2vid.seed, help="Default seed.") - st.session_state['defaults'].txt2vid.scheduler_name = st.text_input("Default Txt2Vid Scheduler", - value=st.session_state['defaults'].txt2vid.scheduler_name, help="Default scheduler.") + st.session_state['defaults'].txt2vid.scheduler_name = st.text_input("Default Txt2Vid Scheduler", + value=st.session_state['defaults'].txt2vid.scheduler_name, help="Default scheduler.") - st.session_state["defaults"].txt2vid.separate_prompts = st.checkbox("Separate txt2vid Prompts", - value=st.session_state['defaults'].txt2vid.separate_prompts, help="Separate Prompts. Default: False") + st.session_state["defaults"].txt2vid.separate_prompts = st.checkbox("Separate txt2vid Prompts", + value=st.session_state['defaults'].txt2vid.separate_prompts, help="Separate Prompts. Default: False") - st.session_state["defaults"].txt2vid.normalize_prompt_weights = st.checkbox("Normalize txt2vid Prompt Weights", - value=st.session_state['defaults'].txt2vid.normalize_prompt_weights, - help="Choose to normalize prompt weights. Default: True") + st.session_state["defaults"].txt2vid.normalize_prompt_weights = st.checkbox("Normalize txt2vid Prompt Weights", + value=st.session_state['defaults'].txt2vid.normalize_prompt_weights, + help="Choose to normalize prompt weights. Default: True") - st.session_state["defaults"].txt2vid.save_individual_images = st.checkbox("Save Individual txt2vid Images", - value=st.session_state['defaults'].txt2vid.save_individual_images, - help="Choose to save individual images. Default: True") + st.session_state["defaults"].txt2vid.save_individual_images = st.checkbox("Save Individual txt2vid Images", + value=st.session_state['defaults'].txt2vid.save_individual_images, + help="Choose to save individual images. Default: True") - st.session_state["defaults"].txt2vid.save_video = st.checkbox("Save Txt2Vid Video", value=st.session_state['defaults'].txt2vid.save_video, - help="Choose to save the Txt2Vid video. Default: True") + st.session_state["defaults"].txt2vid.save_video = st.checkbox("Save Txt2Vid Video", value=st.session_state['defaults'].txt2vid.save_video, + help="Choose to save the Txt2Vid video. Default: True") - st.session_state["defaults"].txt2vid.save_video_on_stop = st.checkbox("Save video on Stop",value=st.session_state['defaults'].txt2vid.save_video_on_stop, - help="Save a video with all the images generated as frames when we hit the stop button \ + st.session_state["defaults"].txt2vid.save_video_on_stop = st.checkbox("Save video on Stop", value=st.session_state['defaults'].txt2vid.save_video_on_stop, + help="Save a video with all the images generated as frames when we hit the stop button \ during a generation.") - st.session_state["defaults"].txt2vid.group_by_prompt = st.checkbox("Group By txt2vid Prompt", value=st.session_state['defaults'].txt2vid.group_by_prompt, - help="Choose to save images grouped by their prompt. Default: False") + st.session_state["defaults"].txt2vid.group_by_prompt = st.checkbox("Group By txt2vid Prompt", value=st.session_state['defaults'].txt2vid.group_by_prompt, + help="Choose to save images grouped by their prompt. Default: False") - st.session_state["defaults"].txt2vid.save_as_jpg = st.checkbox("Save txt2vid As JPG", value=st.session_state['defaults'].txt2vid.save_as_jpg, - help="Choose to save images as jpegs. Default: False") + st.session_state["defaults"].txt2vid.save_as_jpg = st.checkbox("Save txt2vid As JPG", value=st.session_state['defaults'].txt2vid.save_as_jpg, + help="Choose to save images as jpegs. Default: False") - # Need more info for the Help dialog... - st.session_state["defaults"].txt2vid.do_loop = st.checkbox("Loop Generations", value=st.session_state['defaults'].txt2vid.do_loop, - help="Choose to loop or something, IDK.... Default: False") + # Need more info for the Help dialog... + st.session_state["defaults"].txt2vid.do_loop = st.checkbox("Loop Generations", value=st.session_state['defaults'].txt2vid.do_loop, + help="Choose to loop or something, IDK.... Default: False") - st.session_state["defaults"].txt2vid.max_frames = st.number_input("Txt2Vid Max Video Frames", value=st.session_state['defaults'].txt2vid.max_frames, - help="Set the default value for the number of video frames generated. Default is: 100") + st.session_state["defaults"].txt2vid.max_frames = st.number_input("Txt2Vid Max Video Frames", value=st.session_state['defaults'].txt2vid.max_frames, + help="Set the default value for the number of video frames generated. Default is: 100") - st.session_state["defaults"].txt2vid.write_info_files = st.checkbox("Write Info Files For txt2vid Images", value=st.session_state['defaults'].txt2vid.write_info_files, - help="Choose to write the info files along with the generated images. Default: True") + st.session_state["defaults"].txt2vid.write_info_files = st.checkbox("Write Info Files For txt2vid Images", value=st.session_state['defaults'].txt2vid.write_info_files, + help="Choose to write the info files along with the generated images. Default: True") - st.session_state["defaults"].txt2vid.use_GFPGAN = st.checkbox("txt2vid Use GFPGAN", value=st.session_state['defaults'].txt2vid.use_GFPGAN, - help="Choose to use GFPGAN. Default: False") + st.session_state["defaults"].txt2vid.use_GFPGAN = st.checkbox("txt2vid Use GFPGAN", value=st.session_state['defaults'].txt2vid.use_GFPGAN, + help="Choose to use GFPGAN. Default: False") - st.session_state["defaults"].txt2vid.use_RealESRGAN = st.checkbox("txt2vid Use RealESRGAN", value=st.session_state['defaults'].txt2vid.use_RealESRGAN, - help="Choose to use RealESRGAN. Default: False") + st.session_state["defaults"].txt2vid.use_RealESRGAN = st.checkbox("txt2vid Use RealESRGAN", value=st.session_state['defaults'].txt2vid.use_RealESRGAN, + help="Choose to use RealESRGAN. Default: False") - st.session_state["defaults"].txt2vid.update_preview = True - st.session_state["defaults"].txt2vid.update_preview_frequency = st.number_input("txt2vid Preview Image Update Frequency", - value=st.session_state['defaults'].txt2vid.update_preview_frequency, - help="Set the default value for the frrquency of the preview image updates. Default is: 10") + st.session_state["defaults"].txt2vid.update_preview = True + st.session_state["defaults"].txt2vid.update_preview_frequency = st.number_input("txt2vid Preview Image Update Frequency", + value=st.session_state['defaults'].txt2vid.update_preview_frequency, + help="Set the default value for the frrquency of the preview image updates. Default is: 10") - with col4: - st.title("Variation Parameters") + with col4: + st.title("Variation Parameters") - st.session_state["defaults"].txt2vid.variant_amount.value = st.number_input("Default txt2vid Variation Amount", - value=st.session_state['defaults'].txt2vid.variant_amount.value, - help="Set the default variation to use. Default is: 0.0") + st.session_state["defaults"].txt2vid.variant_amount.value = st.number_input("Default txt2vid Variation Amount", + value=st.session_state['defaults'].txt2vid.variant_amount.value, + help="Set the default variation to use. Default is: 0.0") - st.session_state["defaults"].txt2vid.variant_amount.min_value = st.number_input("Minimum txt2vid Variation Amount", - value=st.session_state['defaults'].txt2vid.variant_amount.min_value, - help="Set the default minimum value for the variation slider. Default is: 0.0") + st.session_state["defaults"].txt2vid.variant_amount.min_value = st.number_input("Minimum txt2vid Variation Amount", + value=st.session_state['defaults'].txt2vid.variant_amount.min_value, + help="Set the default minimum value for the variation slider. Default is: 0.0") - st.session_state["defaults"].txt2vid.variant_amount.max_value = st.number_input("Maximum txt2vid Variation Amount", - value=st.session_state['defaults'].txt2vid.variant_amount.max_value, - help="Set the default maximum value for the variation slider. Default is: 1.0") + st.session_state["defaults"].txt2vid.variant_amount.max_value = st.number_input("Maximum txt2vid Variation Amount", + value=st.session_state['defaults'].txt2vid.variant_amount.max_value, + help="Set the default maximum value for the variation slider. Default is: 1.0") - st.session_state["defaults"].txt2vid.variant_amount.step = st.number_input("txt2vid Variation Slider Steps", - value=st.session_state['defaults'].txt2vid.variant_amount.step, - help="Set the default value for the number of steps on the variation slider. Default is: 1") + st.session_state["defaults"].txt2vid.variant_amount.step = st.number_input("txt2vid Variation Slider Steps", + value=st.session_state['defaults'].txt2vid.variant_amount.step, + help="Set the default value for the number of steps on the variation slider. Default is: 1") - st.session_state['defaults'].txt2vid.variant_seed = st.text_input("Default txt2vid Variation Seed", - value=st.session_state['defaults'].txt2vid.variant_seed, help="Default variation seed.") + st.session_state['defaults'].txt2vid.variant_seed = st.text_input("Default txt2vid Variation Seed", + value=st.session_state['defaults'].txt2vid.variant_seed, help="Default variation seed.") + with col5: + st.title("Beta Parameters") - with col5: - st.title("Beta Parameters") + # Beta Start + st.session_state["defaults"].txt2vid.beta_start.value = st.number_input("Default txt2vid Beta Start Value", + value=st.session_state['defaults'].txt2vid.beta_start.value, + help="Set the default variation to use. Default is: 0.0") - # Beta Start - st.session_state["defaults"].txt2vid.beta_start.value = st.number_input("Default txt2vid Beta Start Value", - value=st.session_state['defaults'].txt2vid.beta_start.value, - help="Set the default variation to use. Default is: 0.0") + st.session_state["defaults"].txt2vid.beta_start.min_value = st.number_input("Minimum txt2vid Beta Start Amount", + value=st.session_state['defaults'].txt2vid.beta_start.min_value, + help="Set the default minimum value for the variation slider. Default is: 0.0") - st.session_state["defaults"].txt2vid.beta_start.min_value = st.number_input("Minimum txt2vid Beta Start Amount", - value=st.session_state['defaults'].txt2vid.beta_start.min_value, - help="Set the default minimum value for the variation slider. Default is: 0.0") + st.session_state["defaults"].txt2vid.beta_start.max_value = st.number_input("Maximum txt2vid Beta Start Amount", + value=st.session_state['defaults'].txt2vid.beta_start.max_value, + help="Set the default maximum value for the variation slider. Default is: 1.0") - st.session_state["defaults"].txt2vid.beta_start.max_value = st.number_input("Maximum txt2vid Beta Start Amount", - value=st.session_state['defaults'].txt2vid.beta_start.max_value, - help="Set the default maximum value for the variation slider. Default is: 1.0") + st.session_state["defaults"].txt2vid.beta_start.step = st.number_input("txt2vid Beta Start Slider Steps", value=st.session_state['defaults'].txt2vid.beta_start.step, + help="Set the default value for the number of steps on the variation slider. Default is: 1") - st.session_state["defaults"].txt2vid.beta_start.step = st.number_input("txt2vid Beta Start Slider Steps", value=st.session_state['defaults'].txt2vid.beta_start.step, - help="Set the default value for the number of steps on the variation slider. Default is: 1") + st.session_state["defaults"].txt2vid.beta_start.format = st.text_input("Default txt2vid Beta Start Format", value=st.session_state['defaults'].txt2vid.beta_start.format, + help="Set the default Beta Start Format. Default is: %.5\f") - st.session_state["defaults"].txt2vid.beta_start.format = st.text_input("Default txt2vid Beta Start Format", value=st.session_state['defaults'].txt2vid.beta_start.format, - help="Set the default Beta Start Format. Default is: %.5\f") + # Beta End + st.session_state["defaults"].txt2vid.beta_end.value = st.number_input("Default txt2vid Beta End Value", value=st.session_state['defaults'].txt2vid.beta_end.value, + help="Set the default variation to use. Default is: 0.0") - # Beta End - st.session_state["defaults"].txt2vid.beta_end.value = st.number_input("Default txt2vid Beta End Value", value=st.session_state['defaults'].txt2vid.beta_end.value, - help="Set the default variation to use. Default is: 0.0") + st.session_state["defaults"].txt2vid.beta_end.min_value = st.number_input("Minimum txt2vid Beta End Amount", value=st.session_state['defaults'].txt2vid.beta_end.min_value, + help="Set the default minimum value for the variation slider. Default is: 0.0") - st.session_state["defaults"].txt2vid.beta_end.min_value = st.number_input("Minimum txt2vid Beta End Amount", value=st.session_state['defaults'].txt2vid.beta_end.min_value, - help="Set the default minimum value for the variation slider. Default is: 0.0") + st.session_state["defaults"].txt2vid.beta_end.max_value = st.number_input("Maximum txt2vid Beta End Amount", value=st.session_state['defaults'].txt2vid.beta_end.max_value, + help="Set the default maximum value for the variation slider. Default is: 1.0") - st.session_state["defaults"].txt2vid.beta_end.max_value = st.number_input("Maximum txt2vid Beta End Amount", value=st.session_state['defaults'].txt2vid.beta_end.max_value, - help="Set the default maximum value for the variation slider. Default is: 1.0") + st.session_state["defaults"].txt2vid.beta_end.step = st.number_input("txt2vid Beta End Slider Steps", value=st.session_state['defaults'].txt2vid.beta_end.step, + help="Set the default value for the number of steps on the variation slider. Default is: 1") - st.session_state["defaults"].txt2vid.beta_end.step = st.number_input("txt2vid Beta End Slider Steps", value=st.session_state['defaults'].txt2vid.beta_end.step, - help="Set the default value for the number of steps on the variation slider. Default is: 1") + st.session_state["defaults"].txt2vid.beta_end.format = st.text_input("Default txt2vid Beta End Format", value=st.session_state['defaults'].txt2vid.beta_start.format, + help="Set the default Beta Start Format. Default is: %.5\f") - st.session_state["defaults"].txt2vid.beta_end.format = st.text_input("Default txt2vid Beta End Format", value=st.session_state['defaults'].txt2vid.beta_start.format, - help="Set the default Beta Start Format. Default is: %.5\f") + with image_processing: + col1, col2, col3, col4, col5 = st.columns(5, gap="large") - with image_processing: - col1, col2, col3, col4, col5 = st.columns(5, gap="large") + with col1: + st.title("GFPGAN") - with col1: - st.title("GFPGAN") + st.session_state["defaults"].gfpgan.strength = st.number_input("Default Img2Txt Batch Size", value=st.session_state['defaults'].gfpgan.strength, + help="Set the default global strength for GFPGAN. Default is: 100") + with col2: + st.title("GoBig") + with col3: + st.title("RealESRGAN") + with col4: + st.title("LDSR") + with col5: + st.title("GoLatent") - st.session_state["defaults"].gfpgan.strength = st.number_input("Default Img2Txt Batch Size", value=st.session_state['defaults'].gfpgan.strength, - help="Set the default global strength for GFPGAN. Default is: 100") - with col2: - st.title("GoBig") - with col3: - st.title("RealESRGAN") - with col4: - st.title("LDSR") - with col5: - st.title("GoLatent") + with textual_inversion_tab: + st.title("Textual Inversion") - with textual_inversion_tab: - st.title("Textual Inversion") + st.session_state['defaults'].textual_inversion.pretrained_model_name_or_path = st.text_input("Default Textual Inversion Model Path", + value=st.session_state['defaults'].textual_inversion.pretrained_model_name_or_path, + help="Default: models/ldm/stable-diffusion-v1-4") - st.session_state['defaults'].textual_inversion.pretrained_model_name_or_path = st.text_input("Default Textual Inversion Model Path", - value=st.session_state['defaults'].textual_inversion.pretrained_model_name_or_path, - help="Default: models/ldm/stable-diffusion-v1-4") + st.session_state['defaults'].textual_inversion.tokenizer_name = st.text_input("Default Img2Img Variation Seed", value=st.session_state['defaults'].textual_inversion.tokenizer_name, + help="Default tokenizer seed.") - st.session_state['defaults'].textual_inversion.tokenizer_name = st.text_input("Default Img2Img Variation Seed", value=st.session_state['defaults'].textual_inversion.tokenizer_name, - help="Default tokenizer seed.") + with concepts_library_tab: + st.title("Concepts Library") + #st.info("Under Construction. :construction_worker:") + col1, col2, col3, col4, col5 = st.columns(5, gap='large') + with col1: + st.session_state["defaults"].concepts_library.concepts_per_page = st.number_input("Concepts Per Page", value=st.session_state['defaults'].concepts_library.concepts_per_page, + help="Number of concepts per page to show on the Concepts Library. Default: '12'") - with concepts_library_tab: - st.title("Concepts Library") - #st.info("Under Construction. :construction_worker:") - col1, col2, col3, col4, col5 = st.columns(5, gap='large') - with col1: - st.session_state["defaults"].concepts_library.concepts_per_page = st.number_input("Concepts Per Page", value=st.session_state['defaults'].concepts_library.concepts_per_page, - help="Number of concepts per page to show on the Concepts Library. Default: '12'") + # add space for the buttons at the bottom + st.markdown("---") - # add space for the buttons at the bottom - st.markdown("---") + # We need a submit button to save the Settings + # as well as one to reset them to the defaults, just in case. + _, _, save_button_col, reset_button_col, _, _ = st.columns([1, 1, 1, 1, 1, 1], gap="large") + with save_button_col: + save_button = st.form_submit_button("Save") - # We need a submit button to save the Settings - # as well as one to reset them to the defaults, just in case. - _, _, save_button_col, reset_button_col, _, _ = st.columns([1,1,1,1,1,1], gap="large") - with save_button_col: - save_button = st.form_submit_button("Save") + with reset_button_col: + reset_button = st.form_submit_button("Reset") - with reset_button_col: - reset_button = st.form_submit_button("Reset") + if save_button: + OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") + loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") + assert st.session_state.defaults == loaded - if save_button: - OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") - loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") - assert st.session_state.defaults == loaded + # + if (os.path.exists(".streamlit/config.toml")): + with open(".streamlit/config.toml", "w") as toml_file: + toml.dump(st.session_state["streamlit_config"], toml_file) - # - if (os.path.exists(".streamlit/config.toml")): - with open(".streamlit/config.toml", "w") as toml_file: - toml.dump(st.session_state["streamlit_config"], toml_file) - - if reset_button: - st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") - st.experimental_rerun() + if reset_button: + st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") + st.experimental_rerun() diff --git a/scripts/img2img.py b/scripts/img2img.py index 6316caf..e5114c2 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -405,23 +405,23 @@ def layout(): value=st.session_state['defaults'].img2img.height.value, step=st.session_state['defaults'].img2img.height.step) seed = st.text_input("Seed:", value=st.session_state['defaults'].img2img.seed, help=" The seed to use, if left blank a random seed will be generated.") - cfg_scale = st.slider("CFG (Classifier Free Guidance Scale):", min_value=st.session_state['defaults'].img2img.cfg_scale.min_value, - max_value=st.session_state['defaults'].img2img.cfg_scale.max_value, value=st.session_state['defaults'].img2img.cfg_scale.value, - step=st.session_state['defaults'].img2img.cfg_scale.step, help="How strongly the image should follow the prompt.") + cfg_scale = st.number_input("CFG (Classifier Free Guidance Scale):", min_value=st.session_state['defaults'].img2img.cfg_scale.min_value, + step=st.session_state['defaults'].img2img.cfg_scale.step, + help="How strongly the image should follow the prompt.") st.session_state["denoising_strength"] = st.slider("Denoising Strength:", value=st.session_state['defaults'].img2img.denoising_strength.value, - min_value=st.session_state['defaults'].img2img.denoising_strength.min_value, - max_value=st.session_state['defaults'].img2img.denoising_strength.max_value, - step=st.session_state['defaults'].img2img.denoising_strength.step) + min_value=st.session_state['defaults'].img2img.denoising_strength.min_value, + max_value=st.session_state['defaults'].img2img.denoising_strength.max_value, + step=st.session_state['defaults'].img2img.denoising_strength.step) mask_expander = st.empty() with mask_expander.expander("Mask"): mask_mode_list = ["Mask", "Inverted mask", "Image alpha"] mask_mode = st.selectbox("Mask Mode", mask_mode_list, - help="Select how you want your image to be masked.\"Mask\" modifies the image where the mask is white.\n\ - \"Inverted mask\" modifies the image where the mask is black. \"Image alpha\" modifies the image where the image is transparent." - ) + help="Select how you want your image to be masked.\"Mask\" modifies the image where the mask is white.\n\ + \"Inverted mask\" modifies the image where the mask is black. \"Image alpha\" modifies the image where the image is transparent." + ) mask_mode = mask_mode_list.index(mask_mode) @@ -431,26 +431,26 @@ def layout(): help="" ) noise_mode = noise_mode_list.index(noise_mode) - find_noise_steps = st.slider("Find Noise Steps", value=st.session_state['defaults'].img2img.find_noise_steps.value, - min_value=st.session_state['defaults'].img2img.find_noise_steps.min_value, max_value=st.session_state['defaults'].img2img.find_noise_steps.max_value, + find_noise_steps = st.number_input("Find Noise Steps", value=st.session_state['defaults'].img2img.find_noise_steps.value, + min_value=st.session_state['defaults'].img2img.find_noise_steps.min_value, step=st.session_state['defaults'].img2img.find_noise_steps.step) with st.expander("Batch Options"): st.session_state["batch_count"] = st.number_input("Batch count.", value=st.session_state['defaults'].img2img.batch_count.value, - help="How many iterations or batches of images to generate in total.") + help="How many iterations or batches of images to generate in total.") st.session_state["batch_size"] = st.number_input("Batch size", value=st.session_state.defaults.img2img.batch_size.value, - help="How many images are at once in a batch.\ - It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it takes to finish generation as more images are generated at once.\ - Default: 1") + help="How many images are at once in a batch.\ + It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it takes to finish generation as more images are generated at once.\ + Default: 1") with st.expander("Preview Settings"): st.session_state["update_preview"] = st.session_state["defaults"].general.update_preview st.session_state["update_preview_frequency"] = st.number_input("Update Image Preview Frequency", - min_value=1, - value=st.session_state['defaults'].img2img.update_preview_frequency, - help="Frequency in steps at which the the preview image is updated. By default the frequency \ - is set to 1 step.") + min_value=1, + value=st.session_state['defaults'].img2img.update_preview_frequency, + help="Frequency in steps at which the the preview image is updated. By default the frequency \ + is set to 1 step.") # with st.expander("Advanced"): with st.expander("Output Settings"): diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 6c9b41b..ddf5341 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -412,10 +412,10 @@ def layout(): value=st.session_state['defaults'].txt2img.width.value, step=st.session_state['defaults'].txt2img.width.step) height = st.slider("Height:", min_value=st.session_state['defaults'].txt2img.height.min_value, max_value=st.session_state['defaults'].txt2img.height.max_value, value=st.session_state['defaults'].txt2img.height.value, step=st.session_state['defaults'].txt2img.height.step) - cfg_scale = st.slider("CFG (Classifier Free Guidance Scale):", min_value=st.session_state['defaults'].txt2img.cfg_scale.min_value, - max_value=st.session_state['defaults'].txt2img.cfg_scale.max_value, + cfg_scale = st.number_input("CFG (Classifier Free Guidance Scale):", min_value=st.session_state['defaults'].txt2img.cfg_scale.min_value, value=st.session_state['defaults'].txt2img.cfg_scale.value, step=st.session_state['defaults'].txt2img.cfg_scale.step, help="How strongly the image should follow the prompt.") + seed = st.text_input("Seed:", value=st.session_state['defaults'].txt2img.seed, help=" The seed to use, if left blank a random seed will be generated.") with st.expander("Batch Options"): diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index 2f36ddc..dfe7fb6 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -651,9 +651,10 @@ def layout(): value=st.session_state['defaults'].txt2vid.width.value, step=st.session_state['defaults'].txt2vid.width.step) height = st.slider("Height:", min_value=st.session_state['defaults'].txt2vid.height.min_value, max_value=st.session_state['defaults'].txt2vid.height.max_value, value=st.session_state['defaults'].txt2vid.height.value, step=st.session_state['defaults'].txt2vid.height.step) - cfg_scale = st.slider("CFG (Classifier Free Guidance Scale):", min_value=st.session_state['defaults'].txt2vid.cfg_scale.min_value, - max_value=st.session_state['defaults'].txt2vid.cfg_scale.max_value, value=st.session_state['defaults'].txt2vid.cfg_scale.value, - step=st.session_state['defaults'].txt2vid.cfg_scale.step, help="How strongly the image should follow the prompt.") + cfg_scale = st.number_input("CFG (Classifier Free Guidance Scale):", min_value=st.session_state['defaults'].txt2vid.cfg_scale.min_value, + value=st.session_state['defaults'].txt2vid.cfg_scale.value, + step=st.session_state['defaults'].txt2vid.cfg_scale.step, + help="How strongly the image should follow the prompt.") #uploaded_images = st.file_uploader("Upload Image", accept_multiple_files=False, type=["png", "jpg", "jpeg", "webp"], #help="Upload an image which will be used for the image to image generation.") From 908aa0647cccffa542aab5b5fdd314b221caccb8 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Tue, 18 Oct 2022 05:49:30 -0700 Subject: [PATCH 49/87] Added version control and management for the user and defaults config file. --- configs/webui/webui_streamlit.yaml | 1 + scripts/sd_utils.py | 68 +++++++++++++++++++----------- scripts/webui_streamlit.py | 17 +------- 3 files changed, 47 insertions(+), 39 deletions(-) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index fca6dd9..784d8d2 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -19,6 +19,7 @@ # You may add overrides in a file named "userconfig_streamlit.yaml" in this folder, which can contain any subset # of the properties below. general: + version: 1.17.2 streamlit_telemetry: False default_theme: dark huggingface_token: '' diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index d9a415f..9134e47 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -68,6 +68,7 @@ from ldm.models.diffusion.ddim import DDIMSampler from ldm.util import ismap from typing import Dict from io import BytesIO +from packaging import version #import librosa from logger import logger, set_logger_verbosity, quiesce_logger #from loguru import logger @@ -81,8 +82,8 @@ from logger import logger, set_logger_verbosity, quiesce_logger # we make a log file where we store the logs logger.add("logs/log_{time:MM-DD-YYYY!UTC}.log", rotation="8 MB", compression="zip", level='INFO') # Once the file is too old, it's rotated -#logger.add(sys.stderr, diagnose=True) -#logger.add(sys.stdout) +logger.add(sys.stderr, diagnose=True) +logger.add(sys.stdout) logger.enable("") try: @@ -105,33 +106,52 @@ mimetypes.add_type('application/javascript', '.js') opt_C = 4 opt_f = 8 -if not "defaults" in st.session_state: - st.session_state["defaults"] = {} -st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") +def load_configs(): + if not "defaults" in st.session_state: + st.session_state["defaults"] = {} -if (os.path.exists("configs/webui/userconfig_streamlit.yaml")): - user_defaults = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") - try: - st.session_state["defaults"] = OmegaConf.merge(st.session_state["defaults"], user_defaults) - except KeyError: - st.experimental_rerun() -else: - OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") - loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") - assert st.session_state.defaults == loaded + st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") -if (os.path.exists(".streamlit/config.toml")): - st.session_state["streamlit_config"] = toml.load(".streamlit/config.toml") + if (os.path.exists("configs/webui/userconfig_streamlit.yaml")): + user_defaults = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") -if st.session_state["defaults"].daisi_app.running_on_daisi_io: - if os.path.exists("scripts/modeldownload.py"): - import modeldownload - modeldownload.updateModels() + if "version" in user_defaults.general: + if version.parse(user_defaults.general.version) < version.parse(st.session_state["defaults"].general.version): + logger.error("The version of the user config file is older than the version on the defaults config file. " \ + "This means there were big changes we made on the config."\ + "We are removing this file and recreating it from the defaults in order to make sure things work properly.") + os.remove("configs/webui/userconfig_streamlit.yaml") + st.experimental_rerun() + else: + logger.error("The version of the user config file is older than the version on the defaults config file. " \ + "This means there were big changes we made on the config."\ + "We are removing this file and recreating it from the defaults in order to make sure things work properly.") + os.remove("configs/webui/userconfig_streamlit.yaml") + st.experimental_rerun() -if "keep_all_models_loaded" in st.session_state: - with server_state_lock["keep_all_models_loaded"]: - server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded + try: + st.session_state["defaults"] = OmegaConf.merge(st.session_state["defaults"], user_defaults) + except KeyError: + st.experimental_rerun() + else: + OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") + loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") + assert st.session_state.defaults == loaded + + if (os.path.exists(".streamlit/config.toml")): + st.session_state["streamlit_config"] = toml.load(".streamlit/config.toml") + + if st.session_state["defaults"].daisi_app.running_on_daisi_io: + if os.path.exists("scripts/modeldownload.py"): + import modeldownload + modeldownload.updateModels() + + if "keep_all_models_loaded" in st.session_state: + with server_state_lock["keep_all_models_loaded"]: + server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded + +load_configs() # #if st.session_state["defaults"].debug.enable_hydralit: diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 0b3bbdf..f338ad1 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -37,25 +37,12 @@ import k_diffusion as K from omegaconf import OmegaConf import argparse -if not "defaults" in st.session_state: - st.session_state["defaults"] = {} - -st.session_state["defaults"] = OmegaConf.load("configs/webui/webui_streamlit.yaml") - -if (os.path.exists("configs/webui/userconfig_streamlit.yaml")): - user_defaults = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") - st.session_state["defaults"] = OmegaConf.merge(st.session_state["defaults"], user_defaults) -else: - OmegaConf.save(config=st.session_state.defaults, f="configs/webui/userconfig_streamlit.yaml") - loaded = OmegaConf.load("configs/webui/userconfig_streamlit.yaml") - assert st.session_state.defaults == loaded - -if (os.path.exists(".streamlit/config.toml")): - st.session_state["streamlit_config"] = toml.load(".streamlit/config.toml") # end of imports #--------------------------------------------------------------------------------------------------------------- +load_configs() + help = """ A double dash (`--`) is used to separate streamlit arguments from app arguments. As a result using "streamlit run webui_streamlit.py --headless" From 528d95085f5beabb986ff82c496a13b51369cb31 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Tue, 18 Oct 2022 05:54:14 -0700 Subject: [PATCH 50/87] Removed some backslashes to comply with codefactor as they are redundant. --- scripts/sd_utils.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 9134e47..0838d6b 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -118,14 +118,14 @@ def load_configs(): if "version" in user_defaults.general: if version.parse(user_defaults.general.version) < version.parse(st.session_state["defaults"].general.version): - logger.error("The version of the user config file is older than the version on the defaults config file. " \ - "This means there were big changes we made on the config."\ + logger.error("The version of the user config file is older than the version on the defaults config file. " + "This means there were big changes we made on the config." "We are removing this file and recreating it from the defaults in order to make sure things work properly.") os.remove("configs/webui/userconfig_streamlit.yaml") st.experimental_rerun() else: - logger.error("The version of the user config file is older than the version on the defaults config file. " \ - "This means there were big changes we made on the config."\ + logger.error("The version of the user config file is older than the version on the defaults config file. " + "This means there were big changes we made on the config." "We are removing this file and recreating it from the defaults in order to make sure things work properly.") os.remove("configs/webui/userconfig_streamlit.yaml") st.experimental_rerun() From 48251c98b9a9867d627801b060cf7f5260be0c13 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Tue, 18 Oct 2022 06:00:02 -0700 Subject: [PATCH 51/87] Removed trailing spaces from the config file to improve codefactor code quality. --- configs/webui/webui_streamlit.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index 784d8d2..04ec435 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -253,7 +253,7 @@ img2img: cfg_scale: value: 7.5 - min_value: 1.0 + min_value: 1.0 step: 0.5 batch_count: From 96148e89d0010c82c4e944cfa6e515756deb58d4 Mon Sep 17 00:00:00 2001 From: Thomas Mello Date: Wed, 19 Oct 2022 13:27:20 +0300 Subject: [PATCH 52/87] revert LDSR installation to be editable (#1549) # Description LDSR is once again installed to src to be able to import it inside webui Closes: #1497 --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 21cb511..062a224 100644 --- a/requirements.txt +++ b/requirements.txt @@ -83,7 +83,7 @@ wget basicsr==1.4.2 # required by RealESRGAN gfpgan==1.3.8 # GFPGAN realesrgan==0.3.0 # RealESRGAN brings in GFPGAN as a requirement -git+https://github.com/CompVis/latent-diffusion +-e git+https://github.com/devilismyfriend/latent-diffusion#egg=latent-diffusion ## for monocular depth estimation tensorflow==2.10.0 From 5236d859e535838f36d3f23691ceb21d1103224e Mon Sep 17 00:00:00 2001 From: hlky <106811348+hlky@users.noreply.github.com> Date: Wed, 19 Oct 2022 14:49:03 +0100 Subject: [PATCH 53/87] img2img cfg_scale value --- scripts/img2img.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/img2img.py b/scripts/img2img.py index e5114c2..5f930f6 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -406,6 +406,7 @@ def layout(): seed = st.text_input("Seed:", value=st.session_state['defaults'].img2img.seed, help=" The seed to use, if left blank a random seed will be generated.") cfg_scale = st.number_input("CFG (Classifier Free Guidance Scale):", min_value=st.session_state['defaults'].img2img.cfg_scale.min_value, + value=st.session_state['defaults'].img2img.cfg_scale.value, step=st.session_state['defaults'].img2img.cfg_scale.step, help="How strongly the image should follow the prompt.") From 345ea8623f6035b63b04774ff7141cb8f94a1224 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 07:52:08 -0700 Subject: [PATCH 54/87] Added implementation made by @NaMJaG for key phrase suggestions under the prompt. --- data/tags/key_phrases.json | 85 ++++++++ .../dragable_number_input/__init__.py | 10 + .../dragable_number_input/main.js | 110 +++++++++++ .../key_phrase_suggestions/__init__.py | 79 ++++++++ .../key_phrase_suggestions/main.css | 40 ++++ .../key_phrase_suggestions/main.js | 183 ++++++++++++++++++ .../key_phrase_suggestions/parent.css | 22 +++ scripts/img2img.py | 9 +- scripts/txt2img.py | 8 +- scripts/txt2vid.py | 9 +- scripts/webui_streamlit.py | 5 + 11 files changed, 557 insertions(+), 3 deletions(-) create mode 100644 data/tags/key_phrases.json create mode 100644 scripts/custom_components/dragable_number_input/__init__.py create mode 100644 scripts/custom_components/dragable_number_input/main.js create mode 100644 scripts/custom_components/key_phrase_suggestions/__init__.py create mode 100644 scripts/custom_components/key_phrase_suggestions/main.css create mode 100644 scripts/custom_components/key_phrase_suggestions/main.js create mode 100644 scripts/custom_components/key_phrase_suggestions/parent.css diff --git a/data/tags/key_phrases.json b/data/tags/key_phrases.json new file mode 100644 index 0000000..6ad74a0 --- /dev/null +++ b/data/tags/key_phrases.json @@ -0,0 +1,85 @@ +{ + "Photo": [ + "Kodak Portra 400", + "Kodak Ektar 100", + "Kodak Portra 160 Professional", + "Ilford HP5 Plus", + "Kodak TRI-X 400", + "Ilford XP2S", + "Lomography Lady Grey", + "Fujifilm Velvia 50", + "Kodak Ektachrome E100", + "Fujifilm Velvia 100", + "Ilford Delta 3200", + "Fujicolor Superia 1600", + "Kodak T-Max P3200", + "Fujifilm Instax Film", + "Polaroid i\u2011Type Instant Film", + "Polaroid 600 Instant Film", + "Polaroid SX-70 Instant Film", + "focused", + "out of focus", + "sharp focus" + ], + "Lighting": [ + "blue hour", + "golden hour", + "dramatic backlighting", + "midday", + "volumetric lighting", + "subsurface scattering", + "cool twilight lighting", + "warm lighting", + "sunrise", + "beams of sunlight", + "god rays", + "light shafts", + "harsh sunlight", + "radiant glow", + "backlighting" + ], + "Genre": [ + "cyberpunk", + "steampunk", + "dieselpunk", + "fantasy", + "dark fantasy", + "scify" + ], + "Style": [ + "in the style of", + "silhouetted", + "noir", + "infographic", + "hyperrealistic" + ], + "Abstract Concept": [ + "hope", + "progressive", + "sainted", + "adequate", + "sufficient", + "reality", + "faithfulness", + "sensation", + "intend", + "likability", + "agnosticism", + "controllability", + "determinate", + "dignify", + "standpoint", + "imperative", + "absurd" + ], + "Painting": [ + "expressionist painting", + "detailed oil painting" + ], + "Details": [ + "intricate details", + "higly detailed", + "blurred", + "smooth" + ] +} \ No newline at end of file diff --git a/scripts/custom_components/dragable_number_input/__init__.py b/scripts/custom_components/dragable_number_input/__init__.py new file mode 100644 index 0000000..31535c2 --- /dev/null +++ b/scripts/custom_components/dragable_number_input/__init__.py @@ -0,0 +1,10 @@ +import os +import streamlit.components.v1 as components + +def load(): + parent_dir = os.path.dirname(os.path.abspath(__file__)) + file = os.path.join(parent_dir, "main.js") + + with open(file) as f: + javascript_main = f.read() + components.html(f"") \ No newline at end of file diff --git a/scripts/custom_components/dragable_number_input/main.js b/scripts/custom_components/dragable_number_input/main.js new file mode 100644 index 0000000..859b618 --- /dev/null +++ b/scripts/custom_components/dragable_number_input/main.js @@ -0,0 +1,110 @@ +// iframe parent +var parentDoc = window.parent.document + +// check for mouse pointer locking support, not a requirement but improves the overall experience +var havePointerLock = 'pointerLockElement' in parentDoc || + 'mozPointerLockElement' in parentDoc || + 'webkitPointerLockElement' in parentDoc; + +// the pointer locking exit function +parentDoc.exitPointerLock = parentDoc.exitPointerLock || parentDoc.mozExitPointerLock || parentDoc.webkitExitPointerLock; + +// how far should the mouse travel for a step 50 pixel +var pixelPerStep = 50; + +// how many steps did the mouse move in as float +var movementDelta = 0.0; +// value when drag started +var lockedValue = 0; +// minimum value from field +var lockedMin = 0; +// maximum value from field +var lockedMax = 0; +// how big should the field steps be +var lockedStep = 0; +// the currently locked in field +var lockedField = null; + +parentDoc.addEventListener('mousedown', (e) => { + // if middle is down + if(e.button === 1) + { + if(e.target.tagName === 'INPUT' && e.target.type === 'number') + { + e.preventDefault(); + var field = e.target; + if(havePointerLock) + field.requestPointerLock = field.requestPointerLock || field.mozRequestPointerLock || field.webkitRequestPointerLock; + + // save current field + lockedField = e.target; + // add class for styling + lockedField.classList.add("value-dragging"); + // reset movement delta + movementDelta = 0.0; + // set to 0 if field is empty + if(lockedField.value === '') + lockedField.value = 0; + + // save current field value + lockedValue = parseInt(lockedField.value); + + if(lockedField.min === '' || lockedField.min === '-Infinity') + lockedMin = -99999999; + else + lockedMin = parseInt(lockedField.min); + + if(lockedField.max === '' || lockedField.max === 'Infinity') + lockedMax = 99999999; + else + lockedMax = parseInt(lockedField.max); + + if(lockedField.step === '' || lockedField.step === 'Infinity') + lockedStep = 1; + else + lockedStep = parseInt(lockedField.step); + + // lock pointer if available + if(havePointerLock) + lockedField.requestPointerLock(); + + // add drag event + parentDoc.addEventListener("mousemove", onDrag, false); + } + } +}); + +onDrag = (e) => { + if(lockedField !== null) + { + // add movement to delta + movementDelta += e.movementX / pixelPerStep; + if(lockedField === NaN) + return; + // set new value + let value = lockedValue + Math.floor(Math.abs(movementDelta)) * lockedStep * Math.sign(movementDelta); + lockedField.focus(); + lockedField.select(); + parentDoc.execCommand('insertText', false /*no UI*/, Math.min(Math.max(value, lockedMin), lockedMax)); + } +}; + +parentDoc.addEventListener('mouseup', (e) => { + // if mouse is up + if(e.button === 1) + { + // release pointer lock if available + if(havePointerLock) + parentDoc.exitPointerLock(); + + if(lockedField !== null && lockedField !== NaN) + { + // stop drag event + parentDoc.removeEventListener("mousemove", onDrag, false); + // remove class for styling + lockedField.classList.remove("value-dragging"); + // remove reference + lockedField = null; + } + } +}); \ No newline at end of file diff --git a/scripts/custom_components/key_phrase_suggestions/__init__.py b/scripts/custom_components/key_phrase_suggestions/__init__.py new file mode 100644 index 0000000..1afd4d0 --- /dev/null +++ b/scripts/custom_components/key_phrase_suggestions/__init__.py @@ -0,0 +1,79 @@ +import os, requests, io, csv, json +from collections import defaultdict +import streamlit.components.v1 as components + +# the google sheet document id (its in the url) +doc_id = "1WoMEpGiZia0AfngkT6sRUhGOwczBMyoslk2jhYNUoiw" +# the page to get from the document (also visible in the url, the gid) +key_phrase_sheet_id = "723922433" +# where to save the downloaded key_phrases +key_phrases_file = "data/tags/key_phrases.json" +# the loaded key phrase json as text +key_phrases_json = "" + +def download_and_save_as_json(url): + global key_phrases_json + + # download + r = requests.get(url) + + # we need the bytes to decode utf-8 and use it in a stringIO + csv_bytes = r.content + # stringIO for parsing via csv.DictReader + str_file = io.StringIO(csv_bytes.decode('utf-8'), newline='\n') + + reader = csv.DictReader(str_file, delimiter=',', quotechar='"') + + # structure data in usable format (columns as arrays) + columnwise_table = defaultdict(list) + for row in reader: + for col, dat in row.items(): + stripped = dat.strip() + if stripped != "": + columnwise_table[col].append(dat.strip()) + + # dump the data as json + key_phrases_json = json.dumps(columnwise_table, indent=4) + + # save json so we don't need to download it every time + with open(key_phrases_file, 'w', encoding='utf-8') as jsonf: + jsonf.write(key_phrases_json) + +def update_key_phrases(): + url = f"https://docs.google.com/spreadsheets/d/{doc_id}/export?format=csv&gid={key_phrase_sheet_id}" + download_and_save_as_json(url) + +def init(): + global key_phrases_json + if not os.path.isfile(key_phrases_file): + update_key_phrases() + else: + with open(key_phrases_file) as f: + key_phrases_json = f.read() + +def suggestion_area(placeholder): + # get component path + parent_dir = os.path.dirname(os.path.abspath(__file__)) + # get file paths + javascript_file = os.path.join(parent_dir, "main.js") + stylesheet_file = os.path.join(parent_dir, "main.css") + parent_stylesheet_file = os.path.join(parent_dir, "parent.css") + + # load file texts + with open(javascript_file) as f: + javascript_main = f.read() + with open(stylesheet_file) as f: + stylesheet_main = f.read() + with open(parent_stylesheet_file) as f: + parent_stylesheet = f.read() + + # add suggestion area div box + html = "
javascript failed
" + # add loaded style + html += f"" + # set default variables + html += f"" + # add main java script + html += f"\n" + # add component to site + components.html(html, width=None, height=None, scrolling=True) \ No newline at end of file diff --git a/scripts/custom_components/key_phrase_suggestions/main.css b/scripts/custom_components/key_phrase_suggestions/main.css new file mode 100644 index 0000000..3d9de87 --- /dev/null +++ b/scripts/custom_components/key_phrase_suggestions/main.css @@ -0,0 +1,40 @@ +* +{ + padding: 0px; + margin: 0px; + user-select: none; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; +} + +body +{ + width: 100%; + height: 100%; +} + +#suggestionArea +{ + overflow-y: auto; + width: 100%; + height: 100%; +} + +span +{ + border: 1px solid black; + border-radius: 5px; + background-color: rgb(38, 39, 48); + color: white; + display: inline-block; + padding: 5px; + margin-right: 3px; + cursor: pointer; + user-select: none; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; +} \ No newline at end of file diff --git a/scripts/custom_components/key_phrase_suggestions/main.js b/scripts/custom_components/key_phrase_suggestions/main.js new file mode 100644 index 0000000..b550dae --- /dev/null +++ b/scripts/custom_components/key_phrase_suggestions/main.js @@ -0,0 +1,183 @@ +// parent document +var parentDoc = window.parent.document; +// iframe element in parent document +var frame = window.frameElement; +// the area to put the suggestions in +var suggestionArea = document.getElementById('suggestion_area'); +// button height is read when the first button gets created +var buttonHeight = -1; +// the maximum size of the iframe in buttons (3 x buttons height) +var maxHeightInButtons = 3; +// the prompt field connected to this iframe +var promptField = null; +// the category of suggestions +var activeCategory = ""; + +// check if element is visible +function isVisible(e) { + return !!( e.offsetWidth || e.offsetHeight || e.getClientRects().length ); +} + +// remove everything from the suggestion area +function ClearSuggestionArea(text = "") +{ + suggestionArea.innerHTML = text; +} + +// update iframe size depending on button rows +function UpdateSize() +{ + // calculate maximum height + var maxHeight = buttonHeight * maxHeightInButtons; + // apply height to iframe + frame.style.height = Math.min(suggestionArea.offsetHeight,maxHeight)+"px"; +} + +// add a button to the suggestion area +function AddButton(label, action) +{ + // create span + var button = document.createElement("span"); + // label it + button.innerHTML = label; + // add category attribute to button, will be read on click + button.setAttribute("category",label); + // add button function + button.addEventListener('click', action, false); + // add button to suggestion area + suggestionArea.appendChild(button); + // get buttonHeight if not set + if(buttonHeight < 0) + buttonHeight = button.offsetHeight; + return button; +} + +// find visible prompt field to connect to this iframe +function GetPromptField() +{ + // get all prompt fields, the %% placeholder %% is set in python + var all = parentDoc.querySelectorAll('textarea[placeholder="'+placeholder+'"]'); + // filter visible + for(var i = 0; i < all.length; i++) + { + if(isVisible(all[i])) + { + promptField = all[i]; + break; + } + } +} + +// when pressing a button, give the focus back to the prompt field +function KeepFocus(e) +{ + e.preventDefault(); + promptField.focus(); +} + +function selectCategory(e) +{ + KeepFocus(e); + // set category from attribute + activeCategory = e.target.getAttribute("category"); + // rebuild menu + ShowMenu(); +} + +function leaveCategory(e) +{ + KeepFocus(e); + activeCategory = ""; + // rebuild menu + ShowMenu(); +} + +// generate menu in suggestion area +function ShowMenu() +{ + // clear all buttons from menu + ClearSuggestionArea(); + + // if no chategory is selected + if(activeCategory === "") + { + for (var category in keyPhrases) + { + AddButton(category, selectCategory); + } + // change iframe size after buttons have been added + UpdateSize(); + } + // if a chategory is selected + else + { + // add a button to leave the chategory + var backbutton = AddButton("↑ back", leaveCategory); + keyPhrases[activeCategory].forEach(option => + { + AddButton(option, (e) => + { + KeepFocus(e); + // inserting via execCommand is required, this triggers all native browser functionality as if the user wrote into the prompt field. + parentDoc.execCommand('insertText', false /*no UI*/, ", "+option); + }); + }); + // change iframe size after buttons have been added + UpdateSize(); + } +} + +// listen for clicks on the prompt field +parentDoc.addEventListener("click", (e) => +{ + // skip if this frame is not visible + if(!isVisible(frame)) + return; + + // if the iframes prompt field is not set, get it and set it + if(promptField === null) + GetPromptField(); + + // get the field with focus + var target = parentDoc.activeElement; + + // if the field with focus is a prompt field, the %% placeholder %% is set in python + if( target.placeholder === placeholder) + { + // generate menu + ShowMenu(); + } + else + { + // else hide the iframe + frame.style.height = "0px"; + } +}); + +// add custom style to iframe +frame.classList.add("suggestion-frame"); +// clear suggestion area to remove the "javascript failed" message +ClearSuggestionArea(); +// collapse the iframe by default +frame.style.height = "0px"; + +// only execute once (even though multiple iframes exist) +if(!parentDoc.hasOwnProperty('keyPhraseSuggestionsInitialized')) +{ + // get parent document head + var head = parentDoc.getElementsByTagName('head')[0]; + // add style tag + var s = document.createElement('style'); + // set type attribute + s.setAttribute('type', 'text/css'); + // add css forwarded from python + if (s.styleSheet) { // IE + s.styleSheet.cssText = parentCSS; + } else { // the world + s.appendChild(document.createTextNode(parentCSS)); + } + // add style to head + head.appendChild(s); + // set flag so this only runs once + parentDoc["keyPhraseSuggestionsInitialized"] = true; +} \ No newline at end of file diff --git a/scripts/custom_components/key_phrase_suggestions/parent.css b/scripts/custom_components/key_phrase_suggestions/parent.css new file mode 100644 index 0000000..320a231 --- /dev/null +++ b/scripts/custom_components/key_phrase_suggestions/parent.css @@ -0,0 +1,22 @@ +.suggestion-frame +{ + /* make as small as possible */ + padding: 0px !important; + margin: 0px !important; + min-height: 0px !important; + line-height: 0; + + /* animate transitions of the height property */ + -webkit-transition: height 1s; + -moz-transition: height 1s; + -ms-transition: height 1s; + -o-transition: height 1s; + transition: height 1s, y-overflow 300ms; + + /* block selection */ + user-select: none; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; +} \ No newline at end of file diff --git a/scripts/img2img.py b/scripts/img2img.py index 5f930f6..1ca7abf 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -30,12 +30,17 @@ import torch import skimage from ldm.models.diffusion.ddim import DDIMSampler from ldm.models.diffusion.plms import PLMSSampler + +# streamlit components +from custom_components import key_phrase_suggestions + # Temp imports # end of imports #--------------------------------------------------------------------------------------------------------------- +key_phrase_suggestions.init() try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -365,7 +370,9 @@ def layout(): img2img_input_col, img2img_generate_col = st.columns([10,1]) with img2img_input_col: #prompt = st.text_area("Input Text","") - prompt = st.text_area("Input Text","", placeholder="A corgi wearing a top hat as an oil painting.") + placeholder = "A corgi wearing a top hat as an oil painting." + prompt = st.text_area("Input Text","", placeholder=placeholder) + key_phrase_suggestions.suggestion_area(placeholder) # Every form must have a submit button, the extra blank spaces is a temp way to align it with the input field. Needs to be done in CSS or some other way. img2img_generate_col.write("") diff --git a/scripts/txt2img.py b/scripts/txt2img.py index ddf5341..981f90e 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -29,12 +29,16 @@ from typing import Union from ldm.models.diffusion.ddim import DDIMSampler from ldm.models.diffusion.plms import PLMSSampler +# streamlit components +from custom_components import key_phrase_suggestions + # Temp imports # end of imports #--------------------------------------------------------------------------------------------------------------- +key_phrase_suggestions.init() try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. @@ -402,7 +406,9 @@ def layout(): with input_col1: #prompt = st.text_area("Input Text","") - prompt = st.text_area("Input Text","", placeholder="A corgi wearing a top hat as an oil painting.") + placeholder = "A corgi wearing a top hat as an oil painting." + prompt = st.text_area("Input Text","", placeholder=placeholder) + key_phrase_suggestions.suggestion_area(placeholder) # creating the page layout using columns col1, col2, col3 = st.columns([1,2,1], gap="large") diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index dfe7fb6..8618680 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -47,11 +47,16 @@ from diffusers import StableDiffusionPipeline from diffusers.schedulers import DDIMScheduler, LMSDiscreteScheduler, \ PNDMScheduler +# streamlit components +from custom_components import key_phrase_suggestions + # Temp imports # end of imports #--------------------------------------------------------------------------------------------------------------- +key_phrase_suggestions.init() + try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. from transformers import logging @@ -636,7 +641,9 @@ def layout(): input_col1, generate_col1 = st.columns([10,1]) with input_col1: #prompt = st.text_area("Input Text","") - prompt = st.text_area("Input Text","", placeholder="A corgi wearing a top hat as an oil painting.") + placeholder = "A corgi wearing a top hat as an oil painting." + prompt = st.text_area("Input Text","", placeholder=placeholder) + key_phrase_suggestions.suggestion_area(placeholder) # Every form must have a submit button, the extra blank spaces is a temp way to align it with the input field. Needs to be done in CSS or some other way. generate_col1.write("") diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index f338ad1..2a812d7 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -37,6 +37,8 @@ import k_diffusion as K from omegaconf import OmegaConf import argparse +# import custom components +from custom_components import dragable_number_input # end of imports #--------------------------------------------------------------------------------------------------------------- @@ -195,6 +197,9 @@ def layout(): from Settings import layout layout() + # calling dragable input component module at the end, so it works on all pages + dragable_number_input.load() + if __name__ == '__main__': set_logger_verbosity(opt.verbosity) From 082ce7907449c09245383e6eaed8a34f07101f60 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 11:16:01 -0700 Subject: [PATCH 55/87] Improved the layout by removing some empty spaces. --- frontend/css/streamlit.main.css | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index fb6d5fe..d866aea 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -149,4 +149,10 @@ div.gallery:hover { .st-ex{ height: 54px; min-height: 25px; +} + +/* Remove some empty spaces to make the UI more compact. */ +.css-18e3th9{ + padding-left: 10px; + padding-right: 10px; } \ No newline at end of file From 7a2376a59036d10f536e128259984e26f5d93e9c Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 11:17:20 -0700 Subject: [PATCH 56/87] Fixed a weird error with collections.abc not being found some times, this is most likely related to one of the libraries we use but to fix it temporarily we need to import it before anything else. --- scripts/sd_utils.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 0838d6b..f0bf1e2 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -14,6 +14,7 @@ # You should have received a copy of the GNU Affero General Public License # along with this program. If not, see . # base webui import and utils. +import collections.abc #from webui_streamlit import st import gfpgan import hydralit as st @@ -86,6 +87,8 @@ logger.add(sys.stderr, diagnose=True) logger.add(sys.stdout) logger.enable("") +# + try: # this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start. from transformers import logging From aa85b25f65a68303b9311f3f408a888aa8d5936b Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 11:18:06 -0700 Subject: [PATCH 57/87] Added reraise and logger catch to the settings layout function. --- scripts/Settings.py | 58 ++++++++++++++++++++++----------------------- 1 file changed, 29 insertions(+), 29 deletions(-) diff --git a/scripts/Settings.py b/scripts/Settings.py index 59f360b..0eddf39 100644 --- a/scripts/Settings.py +++ b/scripts/Settings.py @@ -28,9 +28,9 @@ from omegaconf import OmegaConf # end of imports # --------------------------------------------------------------------------------------------------------------- - +@logger.catch(reraise=True) def layout(): - st.header("Settings") + #st.header("Settings") with st.form("Settings"): general_tab, txt2img_tab, img2img_tab, img2txt_tab, txt2vid_tab, image_processing, textual_inversion_tab, concepts_library_tab = st.tabs( @@ -64,17 +64,17 @@ def layout(): st.session_state.default_model = st.selectbox("Default Model:", server_state["custom_models"], index=server_state["custom_models"].index(st.session_state['defaults'].general.default_model), help="Select the model you want to use. If you have placed custom models \ - on your 'models/custom' folder they will be shown here as well. The model name that will be shown here \ - is the same as the name the file for the model has on said folder, \ - it is recommended to give the .ckpt file a name that \ - will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") + on your 'models/custom' folder they will be shown here as well. The model name that will be shown here \ + is the same as the name the file for the model has on said folder, \ + it is recommended to give the .ckpt file a name that \ + will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") else: st.session_state.default_model = st.selectbox("Default Model:", [st.session_state['defaults'].general.default_model], help="Select the model you want to use. If you have placed custom models \ - on your 'models/custom' folder they will be shown here as well. \ - The model name that will be shown here is the same as the name\ - the file for the model has on said folder, it is recommended to give the .ckpt file a name that \ - will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") + on your 'models/custom' folder they will be shown here as well. \ + The model name that will be shown here is the same as the name\ + the file for the model has on said folder, it is recommended to give the .ckpt file a name that \ + will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") st.session_state['defaults'].general.default_model_config = st.text_input("Default Model Config", value=st.session_state['defaults'].general.default_model_config, help="Default model config file for inference. Default: 'configs/stable-diffusion/v1-inference.yaml'") @@ -94,7 +94,7 @@ def layout(): help="Default RealESRGAN model. Default: 'RealESRGAN_x4plus'") Upscaler_list = ["RealESRGAN", "LDSR"] st.session_state['defaults'].general.upscaling_method = st.selectbox("Upscaler", Upscaler_list, index=Upscaler_list.index( - st.session_state['defaults'].general.upscaling_method), help="Default upscaling method. Default: 'RealESRGAN'") + st.session_state['defaults'].general.upscaling_method), help="Default upscaling method. Default: 'RealESRGAN'") with col2: st.title("Performance") @@ -110,7 +110,7 @@ def layout(): st.session_state["defaults"].general.extra_models_gpu = st.checkbox("Extra Models - GPU", value=st.session_state['defaults'].general.extra_models_gpu, help="Run extra models (GFGPAN/ESRGAN) on gpu. \ - Check and save in order to be able to select the GPU that each model will use. Default: False") + Check and save in order to be able to select the GPU that each model will use. Default: False") if st.session_state["defaults"].general.extra_models_gpu: st.session_state['defaults'].general.gfpgan_gpu = int(st.selectbox("GFGPAN GPU", device_list, index=st.session_state['defaults'].general.gfpgan_gpu, help=f"Select which GPU to use. Default: {device_list[st.session_state['defaults'].general.gfpgan_gpu]}", @@ -136,7 +136,7 @@ def layout(): st.session_state["defaults"].general.optimized_turbo = st.checkbox("Optimized Turbo Mode", value=st.session_state['defaults'].general.optimized_turbo, help="Alternative optimization mode that does not save as much VRAM but \ - runs siginificantly faster. Default: False") + runs siginificantly faster. Default: False") st.session_state["defaults"].general.optimized_config = st.text_input("Optimized Config", value=st.session_state['defaults'].general.optimized_config, help=f"Loads alternative optimized configuration for inference. \ @@ -144,13 +144,13 @@ def layout(): st.session_state["defaults"].general.enable_attention_slicing = st.checkbox("Enable Attention Slicing", value=st.session_state['defaults'].general.enable_attention_slicing, help="Enable sliced attention computation. When this option is enabled, the attention module will \ - split the input tensor in slices, to compute attention in several steps. This is useful to save some \ - memory in exchange for a small speed decrease. Only works the txt2vid tab right now. Default: False") + split the input tensor in slices, to compute attention in several steps. This is useful to save some \ + memory in exchange for a small speed decrease. Only works the txt2vid tab right now. Default: False") st.session_state["defaults"].general.enable_minimal_memory_usage = st.checkbox("Enable Minimal Memory Usage", value=st.session_state['defaults'].general.enable_minimal_memory_usage, help="Moves only unet to fp16 and to CUDA, while keepping lighter models on CPUs \ - (Not properly implemented and currently not working, check this \ - link 'https://github.com/huggingface/diffusers/pull/537' for more information on it ). Default: False") + (Not properly implemented and currently not working, check this \ + link 'https://github.com/huggingface/diffusers/pull/537' for more information on it ). Default: False") # st.session_state["defaults"].general.update_preview = st.checkbox("Update Preview Image", value=st.session_state['defaults'].general.update_preview, # help="Enables the preview image to be updated and shown to the user on the UI during the generation.\ @@ -162,19 +162,19 @@ def layout(): min_value=1, value=st.session_state['defaults'].general.update_preview_frequency, help="Specify the frequency at which the image is updated in steps, this is helpful to reduce the \ - negative effect updating the preview image has on performance. Default: 10") + negative effect updating the preview image has on performance. Default: 10") with col3: st.title("Others") st.session_state["defaults"].general.use_sd_concepts_library = st.checkbox("Use the Concepts Library", value=st.session_state['defaults'].general.use_sd_concepts_library, help="Use the embeds Concepts Library, if checked, once the settings are saved an option will\ - appear to specify the directory where the concepts are stored. Default: True)") + appear to specify the directory where the concepts are stored. Default: True)") if st.session_state["defaults"].general.use_sd_concepts_library: st.session_state['defaults'].general.sd_concepts_library_folder = st.text_input("Concepts Library Folder", value=st.session_state['defaults'].general.sd_concepts_library_folder, help="Relative folder on which the concepts library embeds are stored. \ - Default: 'models/custom/sd-concepts-library'") + Default: 'models/custom/sd-concepts-library'") st.session_state['defaults'].general.LDSR_dir = st.text_input("LDSR Folder", value=st.session_state['defaults'].general.LDSR_dir, help="Folder where LDSR is located. Default: './models/ldsr'") @@ -219,9 +219,9 @@ def layout(): st.title("Huggingface") st.session_state["defaults"].general.huggingface_token = st.text_input("Huggingface Token", value=st.session_state['defaults'].general.huggingface_token, type="password", help="Your Huggingface Token, it's used to download the model for the diffusers library which \ - is used on the Text To Video tab. This token will be saved to your user config file\ - and WILL NOT be share with us or anyone. You can get your access token \ - at https://huggingface.co/settings/tokens. Default: None") + is used on the Text To Video tab. This token will be saved to your user config file\ + and WILL NOT be share with us or anyone. You can get your access token \ + at https://huggingface.co/settings/tokens. Default: None") with txt2img_tab: col1, col2, col3, col4, col5 = st.columns(5, gap='medium') @@ -280,9 +280,9 @@ def layout(): st.session_state["defaults"].txt2img.batch_size.value = st.number_input("Batch size", value=st.session_state.defaults.txt2img.batch_size.value, help="How many images are at once in a batch.\ - It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ - takes to finish generation as more images are generated at once.\ - Default: 1") + It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ + takes to finish generation as more images are generated at once.\ + Default: 1") default_sampler_list = ["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"] st.session_state["defaults"].txt2img.default_sampler = st.selectbox("Default Sampler", @@ -618,9 +618,9 @@ def layout(): st.session_state["defaults"].txt2vid.batch_size.value = st.number_input("txt2vid Batch size", value=st.session_state.defaults.txt2vid.batch_size.value, help="How many images are at once in a batch.\ - It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ - takes to finish generation as more images are generated at once.\ - Default: 1") + It increases the VRAM usage a lot but if you have enough VRAM it can reduce the time it \ + takes to finish generation as more images are generated at once.\ + Default: 1") # Inference Steps st.session_state["defaults"].txt2vid.num_inference_steps.value = st.number_input("Default Txt2Vid Inference Steps", From ec390a55377946c6880a8d03e42455b0846ce883 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 12:43:31 -0700 Subject: [PATCH 58/87] More empty spaces removed from the layout. --- frontend/css/streamlit.main.css | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index d866aea..7e7d516 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -145,14 +145,27 @@ div.gallery:hover { display: none } -/* Make the text area widget have a similar height as the text input field*/ +/* Make the text area widget have a similar height as the text input field */ .st-ex{ height: 54px; min-height: 25px; } +.css-17useex{ + gap: 3px; + +} /* Remove some empty spaces to make the UI more compact. */ .css-18e3th9{ padding-left: 10px; padding-right: 10px; +} +.css-k1vhr4{ + padding-top: initial; +} +.css-ret2ud{ + padding-left: 10px; + padding-right: 10px; + gap: initial; + display: initial; } \ No newline at end of file From 5a23cb2aae64cb793571e271969a244be93bcae5 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 12:44:56 -0700 Subject: [PATCH 59/87] Few other fixes for missing imports. --- scripts/sd_utils.py | 4 +- scripts/textual_inversion.py | 229 +++++++++++++++++------------------ scripts/txt2img.py | 1 - scripts/webui_streamlit.py | 50 ++++++-- 4 files changed, 157 insertions(+), 127 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index f0bf1e2..97592c3 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -22,6 +22,7 @@ import hydralit as st # streamlit imports from streamlit import StopException, StreamlitAPIException +from streamlit.runtime.scriptrunner import script_run_context #streamlit components section from streamlit_server_state import server_state, server_state_lock @@ -67,7 +68,8 @@ import piexif.helper from tqdm import trange from ldm.models.diffusion.ddim import DDIMSampler from ldm.util import ismap -from typing import Dict +from abc import ABC, abstractmethod +from typing import Dict, Union from io import BytesIO from packaging import version #import librosa diff --git a/scripts/textual_inversion.py b/scripts/textual_inversion.py index 0c6498a..c8ac20a 100644 --- a/scripts/textual_inversion.py +++ b/scripts/textual_inversion.py @@ -12,7 +12,7 @@ # GNU Affero General Public License for more details. # You should have received a copy of the GNU Affero General Public License -# along with this program. If not, see . +# along with this program. If not, see . # base webui import and utils. from sd_utils import * @@ -28,7 +28,7 @@ from transformers import CLIPTextModel, CLIPTokenizer import argparse import itertools import math -import os +import os, sys import random #import datetime #from pathlib import Path @@ -210,22 +210,22 @@ def freeze_params(params): param.requires_grad = False -def save_resume_file(basepath, extra = {}, config=''): +def save_resume_file(basepath, extra = {}, config=''): info = {"args": config["args"]} info["args"].update(extra) - + with open(f"{os.path.join(basepath, 'resume.json')}", "w") as f: #print (info) json.dump(info, f, indent=4) - + with open(f"{basepath}/token_identifier.txt", "w") as f: f.write(f"{config['args']['placeholder_token']}") - + with open(f"{basepath}/type_of_concept.txt", "w") as f: f.write(f"{config['args']['learnable_property']}") - + config['args'] = info["args"] - + return config['args'] class Checkpointer: @@ -277,7 +277,7 @@ class Checkpointer: else: torch.save(learned_embeds_dict, f"{checkpoints_path}/{filename}") torch.save(learned_embeds_dict, f"{checkpoints_path}/last.bin") - + del unwrapped del learned_embeds @@ -286,15 +286,15 @@ class Checkpointer: def save_samples(self, step, text_encoder, height, width, guidance_scale, eta, num_inference_steps): samples_path = f"{self.output_dir}/concept_images" os.makedirs(samples_path, exist_ok=True) - + #if "checker" not in server_state['textual_inversion']: #with server_state_lock['textual_inversion']["checker"]: server_state['textual_inversion']["checker"] = NoCheck() - + #if "unwrapped" not in server_state['textual_inversion']: # with server_state_lock['textual_inversion']["unwrapped"]: server_state['textual_inversion']["unwrapped"] = self.accelerator.unwrap_model(text_encoder) - + #if "pipeline" not in server_state['textual_inversion']: # with server_state_lock['textual_inversion']["pipeline"]: # Save a sample image @@ -309,7 +309,7 @@ class Checkpointer: safety_checker=NoCheck(), feature_extractor=CLIPFeatureExtractor.from_pretrained("openai/clip-vit-base-patch32"), ).to("cuda") - + server_state['textual_inversion']["pipeline"].enable_attention_slicing() if self.stable_sample_batches > 0: @@ -333,7 +333,7 @@ class Checkpointer: num_inference_steps=num_inference_steps, output_type='pil' )["sample"] - + for idx, im in enumerate(samples): filename = f"stable_sample_%d_%d_step_%d.png" % (i+1, idx+1, step) im.save(f"{samples_path}/{filename}") @@ -365,28 +365,28 @@ class Checkpointer: #@retry(RuntimeError, tries=5) def textual_inversion(config): print ("Running textual inversion.") - + #if "pipeline" in server_state["textual_inversion"]: #del server_state['textual_inversion']["checker"] #del server_state['textual_inversion']["unwrapped"] #del server_state['textual_inversion']["pipeline"] #torch.cuda.empty_cache() - + global_step_offset = 0 - + #print(config['args']['resume_from']) if config['args']['resume_from']: try: basepath = f"{config['args']['resume_from']}" - + with open(f"{basepath}/resume.json", 'r') as f: state = json.load(f) - + global_step_offset = state["args"].get("global_step", 0) - + print("Resuming state from %s" % config['args']['resume_from']) print("We've trained %d steps so far" % global_step_offset) - + except json.decoder.JSONDecodeError: pass else: @@ -398,7 +398,7 @@ def textual_inversion(config): gradient_accumulation_steps=config['args']['gradient_accumulation_steps'], mixed_precision=config['args']['mixed_precision'] ) - + # If passed along, set the training seed. if config['args']['seed']: set_seed(config['args']['seed']) @@ -442,9 +442,9 @@ def textual_inversion(config): server_state['textual_inversion']["vae"] = AutoencoderKL.from_pretrained( config['args']['pretrained_model_name_or_path'] + '/vae', ) - + #if "unet" not in server_state['textual_inversion']: - #with server_state_lock['textual_inversion']["unet"]: + #with server_state_lock['textual_inversion']["unet"]: server_state['textual_inversion']["unet"] = UNet2DConditionModel.from_pretrained( config['args']['pretrained_model_name_or_path'] + '/unet', ) @@ -640,18 +640,18 @@ def textual_inversion(config): "global_step": global_step + global_step_offset, "resume_checkpoint": f"{basepath}/checkpoints/last.bin" }, config) - + checkpointer.save_samples( global_step + global_step_offset, server_state['textual_inversion']["text_encoder"], config['args']['resolution'], config['args'][ 'resolution'], 7.5, 0.0, config['args']['sample_steps']) - + checkpointer.checkpoint( global_step + global_step_offset, server_state['textual_inversion']["text_encoder"], path=f"{basepath}/learned_embeds.bin" - ) + ) #except KeyError: #raise StopException @@ -659,7 +659,7 @@ def textual_inversion(config): progress_bar.set_postfix(**logs) #accelerator.log(logs, step=global_step) - + #try: if global_step >= config['args']['max_train_steps']: break @@ -686,166 +686,166 @@ def textual_inversion(config): except (KeyboardInterrupt, StopException) as e: print(f"Received Streamlit StopException or KeyboardInterrupt") - + if accelerator.is_main_process: print("Interrupted, saving checkpoint and resume state...") checkpointer.checkpoint(global_step + global_step_offset, server_state['textual_inversion']["text_encoder"]) - + config['args'] = save_resume_file(basepath, { "global_step": global_step + global_step_offset, "resume_checkpoint": f"{basepath}/checkpoints/last.bin" }, config) - - + + checkpointer.checkpoint( global_step + global_step_offset, server_state['textual_inversion']["text_encoder"], path=f"{basepath}/learned_embeds.bin" ) - + quit() def layout(): - + with st.form("textual-inversion"): #st.info("Under Construction. :construction_worker:") #parser = argparse.ArgumentParser(description="Simple example of a training script.") - + set_page_title("Textual Inversion - Stable Diffusion Playground") - + config_tab, output_tab, tensorboard_tab = st.tabs(["Textual Inversion Config", "Ouput", "TensorBoard"]) - + with config_tab: col1, col2, col3, col4, col5 = st.columns(5, gap='large') - + if "textual_inversion" not in st.session_state: st.session_state["textual_inversion"] = {} - + if "textual_inversion" not in server_state: server_state["textual_inversion"] = {} - + if "args" not in st.session_state["textual_inversion"]: st.session_state["textual_inversion"]["args"] = {} - - + + with col1: st.session_state["textual_inversion"]["args"]["pretrained_model_name_or_path"] = st.text_input("Pretrained Model Path", value=st.session_state["defaults"].textual_inversion.pretrained_model_name_or_path, help="Path to pretrained model or model identifier from huggingface.co/models.") - - st.session_state["textual_inversion"]["args"]["tokenizer_name"] = st.text_input("Tokenizer Name", - value=st.session_state["defaults"].textual_inversion.tokenizer_name, + + st.session_state["textual_inversion"]["args"]["tokenizer_name"] = st.text_input("Tokenizer Name", + value=st.session_state["defaults"].textual_inversion.tokenizer_name, help="Pretrained tokenizer name or path if not the same as model_name") - + st.session_state["textual_inversion"]["args"]["train_data_dir"] = st.text_input("train_data_dir", value="", help="A folder containing the training data.") - + st.session_state["textual_inversion"]["args"]["placeholder_token"] = st.text_input("Placeholder Token", value="", help="A token to use as a placeholder for the concept.") - + st.session_state["textual_inversion"]["args"]["initializer_token"] = st.text_input("Initializer Token", value="", help="A token to use as initializer word.") - + st.session_state["textual_inversion"]["args"]["learnable_property"] = st.selectbox("Learnable Property", ["object", "style"], index=0, help="Choose between 'object' and 'style'") - + st.session_state["textual_inversion"]["args"]["repeats"] = int(st.text_input("Number of times to Repeat", value=100, help="How many times to repeat the training data.")) - + with col2: st.session_state["textual_inversion"]["args"]["output_dir"] = st.text_input("Output Directory", value=str(os.path.join("outputs", "textual_inversion")), help="The output directory where the model predictions and checkpoints will be written.") - + st.session_state["textual_inversion"]["args"]["seed"] = seed_to_int(st.text_input("Seed", value=0, help="A seed for reproducible training, if left empty a random one will be generated. Default: 0")) - + st.session_state["textual_inversion"]["args"]["resolution"] = int(st.text_input("Resolution", value=512, help="The resolution for input images, all the images in the train/validation dataset will be resized to this resolution")) - + st.session_state["textual_inversion"]["args"]["center_crop"] = st.checkbox("Center Image", value=True, help="Whether to center crop images before resizing to resolution") - + st.session_state["textual_inversion"]["args"]["train_batch_size"] = int(st.text_input("Train Batch Size", value=1, help="Batch size (per device) for the training dataloader.")) - + st.session_state["textual_inversion"]["args"]["num_train_epochs"] = int(st.text_input("Number of Steps to Train", value=100, help="Number of steps to train.")) - + st.session_state["textual_inversion"]["args"]["max_train_steps"] = int(st.text_input("Max Number of Steps to Train", value=5000, help="Total number of training steps to perform. If provided, overrides 'Number of Steps to Train'.")) - + with col3: st.session_state["textual_inversion"]["args"]["gradient_accumulation_steps"] = int(st.text_input("Gradient Accumulation Steps", value=1, help="Number of updates steps to accumulate before performing a backward/update pass.")) - + st.session_state["textual_inversion"]["args"]["learning_rate"] = float(st.text_input("Learning Rate", value=5.0e-04, help="Initial learning rate (after the potential warmup period) to use.")) - + st.session_state["textual_inversion"]["args"]["scale_lr"] = st.checkbox("Scale Learning Rate", value=True, help="Scale the learning rate by the number of GPUs, gradient accumulation steps, and batch size.") - + st.session_state["textual_inversion"]["args"]["lr_scheduler"] = st.text_input("Learning Rate Scheduler", value="constant", help=("The scheduler type to use. Choose between ['linear', 'cosine', 'cosine_with_restarts', 'polynomial'," " 'constant', 'constant_with_warmup']" )) - + st.session_state["textual_inversion"]["args"]["lr_warmup_steps"] = int(st.text_input("Learning Rate Warmup Steps", value=500, help="Number of steps for the warmup in the lr scheduler.")) - + st.session_state["textual_inversion"]["args"]["adam_beta1"] = float(st.text_input("Adam Beta 1", value=0.9, help="The beta1 parameter for the Adam optimizer.")) - + st.session_state["textual_inversion"]["args"]["adam_beta2"] = float(st.text_input("Adam Beta 2", value=0.999, help="The beta2 parameter for the Adam optimizer.")) - + st.session_state["textual_inversion"]["args"]["adam_weight_decay"] = float(st.text_input("Adam Weight Decay", value=1e-2, help="Weight decay to use.")) - + st.session_state["textual_inversion"]["args"]["adam_epsilon"] = float(st.text_input("Adam Epsilon", value=1e-08, help="Epsilon value for the Adam optimizer")) - + with col4: st.session_state["textual_inversion"]["args"]["mixed_precision"] = st.selectbox("Mixed Precision", ["no", "fp16", "bf16"], index=1, help="Whether to use mixed precision. Choose" "between fp16 and bf16 (bfloat16). Bf16 requires PyTorch >= 1.10." "and an Nvidia Ampere GPU.") - + st.session_state["textual_inversion"]["args"]["local_rank"] = int(st.text_input("Local Rank", value=1, help="For distributed training: local_rank")) - + st.session_state["textual_inversion"]["args"]["checkpoint_frequency"] = int(st.text_input("Checkpoint Frequency", value=500, help="How often to save a checkpoint and sample image")) - + # stable_sample_batches is crashing when saving the samples so for now I will disable it util its fixed. #st.session_state["textual_inversion"]["args"]["stable_sample_batches"] = int(st.text_input("Stable Sample Batches", value=0, #help="Number of fixed seed sample batches to generate per checkpoint")) - - st.session_state["textual_inversion"]["args"]["stable_sample_batches"] = 0 - + + st.session_state["textual_inversion"]["args"]["stable_sample_batches"] = 0 + st.session_state["textual_inversion"]["args"]["random_sample_batches"] = int(st.text_input("Random Sample Batches", value=2, help="Number of random seed sample batches to generate per checkpoint")) - + st.session_state["textual_inversion"]["args"]["sample_batch_size"] = int(st.text_input("Sample Batch Size", value=1, help="Number of samples to generate per batch")) - + st.session_state["textual_inversion"]["args"]["sample_steps"] = int(st.text_input("Sample Steps", value=100, help="Number of steps for sample generation. Higher values will result in more detailed samples, but longer runtimes.")) - + st.session_state["textual_inversion"]["args"]["custom_templates"] = st.text_input("Custom Templates", value="", help="A semicolon-delimited list of custom template to use for samples, using {} as a placeholder for the concept.") - with col5: + with col5: st.session_state["textual_inversion"]["args"]["resume"] = st.checkbox(label="Resume Previous Run?", value=False, help="Resume previous run, if a valid resume.json file is on the output dir \ it will be used, otherwise if the 'Resume From' field bellow contains a valid resume.json file \ that one will be used.") - + st.session_state["textual_inversion"]["args"]["resume_from"] = st.text_input(label="Resume From", help="Path to a directory to resume training from (ie, logs/token_name)") - + #st.session_state["textual_inversion"]["args"]["resume_checkpoint"] = st.file_uploader("Resume Checkpoint", type=["bin"], #help="Path to a specific checkpoint to resume training from (ie, logs/token_name/checkpoints/something.bin).") - + #st.session_state["textual_inversion"]["args"]["st.session_state["textual_inversion"]"] = st.file_uploader("st.session_state["textual_inversion"] File", type=["json"], #help="Path to a JSON st.session_state["textual_inversion"]uration file containing arguments for invoking this script." #"If resume_from is given, its resume.json takes priority over this.") - # + # #print (os.path.join(st.session_state["textual_inversion"]["args"]["output_dir"],st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>"),"resume.json")) #print (os.path.exists(os.path.join(st.session_state["textual_inversion"]["args"]["output_dir"],st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>"),"resume.json"))) if os.path.exists(os.path.join(st.session_state["textual_inversion"]["args"]["output_dir"],st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>"),"resume.json")): st.session_state["textual_inversion"]["args"]["resume_from"] = os.path.join( st.session_state["textual_inversion"]["args"]["output_dir"], st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>")) #print (st.session_state["textual_inversion"]["args"]["resume_from"]) - + if os.path.exists(os.path.join(st.session_state["textual_inversion"]["args"]["output_dir"],st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>"), "checkpoints","last.bin")): st.session_state["textual_inversion"]["args"]["resume_checkpoint"] = os.path.join( - st.session_state["textual_inversion"]["args"]["output_dir"], st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>"), "checkpoints","last.bin") - + st.session_state["textual_inversion"]["args"]["output_dir"], st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>"), "checkpoints","last.bin") + #if "resume_from" in st.session_state["textual_inversion"]["args"]: #if st.session_state["textual_inversion"]["args"]["resume_from"]: - #if os.path.exists(os.path.join(st.session_state["textual_inversion"]['args']['resume_from'], "resume.json")): + #if os.path.exists(os.path.join(st.session_state["textual_inversion"]['args']['resume_from'], "resume.json")): #with open(os.path.join(st.session_state["textual_inversion"]['args']['resume_from'], "resume.json"), 'rt') as f: #try: #resume_json = json.load(f)["args"] @@ -854,87 +854,86 @@ def layout(): #st.session_state["textual_inversion"]["args"]["output_dir"], st.session_state["textual_inversion"]["args"]["placeholder_token"].strip("<>")) #except json.decoder.JSONDecodeError: #pass - + #print(st.session_state["textual_inversion"]["args"]) #print(st.session_state["textual_inversion"]["args"]['resume_from']) - + #elif st.session_state["textual_inversion"]["args"]["st.session_state["textual_inversion"]"] is not None: #with open(st.session_state["textual_inversion"]["args"]["st.session_state["textual_inversion"]"], 'rt') as f: #args = parser.parse_args(namespace=argparse.Namespace(**json.load(f)["args"])) - + env_local_rank = int(os.environ.get("LOCAL_RANK", -1)) if env_local_rank != -1 and env_local_rank != st.session_state["textual_inversion"]["args"]["local_rank"]: st.session_state["textual_inversion"]["args"]["local_rank"] = env_local_rank - + if st.session_state["textual_inversion"]["args"]["train_data_dir"] is None: st.error("You must specify --train_data_dir") - + if st.session_state["textual_inversion"]["args"]["pretrained_model_name_or_path"] is None: st.error("You must specify --pretrained_model_name_or_path") - + if st.session_state["textual_inversion"]["args"]["placeholder_token"] is None: st.error("You must specify --placeholder_token") - + if st.session_state["textual_inversion"]["args"]["initializer_token"] is None: st.error("You must specify --initializer_token") - + if st.session_state["textual_inversion"]["args"]["output_dir"] is None: st.error("You must specify --output_dir") - + # add a spacer and the submit button for the form. - + st.session_state["textual_inversion"]["message"] = st.empty() st.session_state["textual_inversion"]["progress_bar"] = st.empty() - + st.write("---") - + submit = st.form_submit_button("Run",help="") if submit: if "pipe" in st.session_state: del st.session_state["pipe"] if "model" in st.session_state: del st.session_state["model"] - + set_page_title("Running Textual Inversion - Stable Diffusion WebUI") #st.session_state["textual_inversion"]["message"].info("Textual Inversion Running. For more info check the progress on your console or the Ouput Tab.") - + try: #try: # run textual inversion. config = st.session_state['textual_inversion'] - textual_inversion(config) + textual_inversion(config) #except RuntimeError: #if "pipeline" in server_state["textual_inversion"]: #del server_state['textual_inversion']["checker"] #del server_state['textual_inversion']["unwrapped"] - #del server_state['textual_inversion']["pipeline"] - + #del server_state['textual_inversion']["pipeline"] + # run textual inversion. #config = st.session_state['textual_inversion'] - #textual_inversion(config) - + #textual_inversion(config) + set_page_title("Textual Inversion - Stable Diffusion WebUI") - + except StopException: set_page_title("Textual Inversion - Stable Diffusion WebUI") print(f"Received Streamlit StopException") - + st.session_state["textual_inversion"]["message"].empty() - + # with output_tab: st.info("Under Construction. :construction_worker:") - + #st.info("Nothing to show yet. Maybe try running some training first.") - + #st.session_state["textual_inversion"]["preview_image"] = st.empty() - #st.session_state["textual_inversion"]["progress_bar"] = st.empty() - - + #st.session_state["textual_inversion"]["progress_bar"] = st.empty() + + with tensorboard_tab: #st.info("Under Construction. :construction_worker:") - + # Start TensorBoard st_tensorboard(logdir=os.path.join("outputs", "textual_inversion"), port=8888) - - \ No newline at end of file + diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 981f90e..2269066 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -25,7 +25,6 @@ from streamlit.elements.image import image_to_url #other imports import uuid -from typing import Union from ldm.models.diffusion.ddim import DDIMSampler from ldm.models.diffusion.plms import PLMSSampler diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index 2a812d7..d467903 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -20,6 +20,7 @@ # We import hydralit like this to replace the previous stuff # we had with native streamlit as it lets ur replace things 1:1 #import hydralit as st +import collections.abc from sd_utils import * # streamlit imports @@ -109,7 +110,7 @@ def load_css(isLocal, nameOrURL): def layout(): """Layout functions to define all the streamlit layout here.""" if not st.session_state["defaults"].debug.enable_hydralit: - st.set_page_config(page_title="Stable Diffusion Playground", layout="wide") + st.set_page_config(page_title="Stable Diffusion Playground", layout="wide", initial_sidebar_state="collapsed") #app = st.HydraApp(title='Stable Diffusion WebUI', favicon="", sidebar_state="expanded", layout="wide", #hide_streamlit_markers=False, allow_url_nav=True , clear_cross_app_sessions=False) @@ -118,6 +119,35 @@ def layout(): # load css as an external file, function has an option to local or remote url. Potential use when running from cloud infra that might not have access to local path. load_css(True, 'frontend/css/streamlit.main.css') + # + # specify the primary menu definition + menu_data = [ + {'id': 'Stable Diffusion', 'label': 'Stable Diffusion', 'icon': 'bi bi-grid-1x2-fill'}, + {'id': 'Textual Inversion', 'label': 'Textual Inversion', 'icon': 'bi bi-lightbulb-fill'}, + {'id': 'Model Manager', 'label': 'Model Manager', 'icon': 'bi bi-cloud-arrow-down-fill'}, + {'id': 'Settings', 'label': 'Settings', 'icon': 'bi bi-gear-fill'}, + #{'id':'Copy','icon':"πŸ™",'label':"Copy"}, + #{'icon': "fa-solid fa-radar",'label':"Dropdown1", 'submenu':[ + # {'id':' subid11','icon': "fa fa-paperclip", 'label':"Sub-item 1"},{'id':'subid12','icon': "πŸ’€", 'label':"Sub-item 2"},{'id':'subid13','icon': "fa fa-database", 'label':"Sub-item 3"}]}, + #{'icon': "far fa-chart-bar", 'label':"Chart"},#no tooltip message + #{'id':' Crazy return value πŸ’€','icon': "πŸ’€", 'label':"Calendar"}, + #{'icon': "fas fa-tachometer-alt", 'label':"Dashboard",'ttip':"I'm the Dashboard tooltip!"}, #can add a tooltip message + #{'icon': "far fa-copy", 'label':"Right End"}, + #{'icon': "fa-solid fa-radar",'label':"Dropdown2", 'submenu':[{'label':"Sub-item 1", 'icon': "fa fa-meh"},{'label':"Sub-item 2"},{'icon':'πŸ™‰','label':"Sub-item 3",}]}, + ] + + over_theme = {'txc_inactive': '#FFFFFF', "menu_background":'#000000'} + + menu_id = hc.nav_bar( + menu_definition=menu_data, + #home_name='Home', + #login_name='Logout', + hide_streamlit_markers=False, + override_theme=over_theme, + sticky_nav=True, + sticky_mode='pinned', + ) + # check if the models exist on their respective folders with server_state_lock["GFPGAN_available"]: if os.path.exists(os.path.join(st.session_state["defaults"].general.GFPGAN_dir, f"{st.session_state['defaults'].general.GFPGAN_model}.pth")): @@ -131,19 +161,19 @@ def layout(): else: server_state["RealESRGAN_available"] = False - with st.sidebar: - tabs = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], - iconName=['dashboard','model_training' ,'cloud_download', 'settings'], default_choice=0) + #with st.sidebar: + #page = on_hover_tabs(tabName=['Stable Diffusion', "Textual Inversion","Model Manager","Settings"], + #iconName=['dashboard','model_training' ,'cloud_download', 'settings'], default_choice=0) # need to see how to get the icons to show for the hydralit option_bar - #tabs = hc.option_bar([{'icon':'grid-outline','label':'Stable Diffusion'}, {'label':"Textual Inversion"}, + #page = hc.option_bar([{'icon':'grid-outline','label':'Stable Diffusion'}, {'label':"Textual Inversion"}, #{'label':"Model Manager"},{'label':"Settings"}], #horizontal_orientation=False, #override_theme={'txc_inactive': 'white','menu_background':'#111', 'stVerticalBlock': '#111','txc_active':'yellow','option_active':'blue'}) - if tabs =='Stable Diffusion': + if menu_id == "Stable Diffusion": # set the page url and title - st.experimental_set_query_params(page='stable-diffusion') + #st.experimental_set_query_params(page='stable-diffusion') try: set_page_title("Stable Diffusion Playground") except NameError: @@ -181,17 +211,17 @@ def layout(): layout() # - elif tabs == 'Model Manager': + elif menu_id == 'Model Manager': set_page_title("Model Manager - Stable Diffusion Playground") from ModelManager import layout layout() - elif tabs == 'Textual Inversion': + elif menu_id == 'Textual Inversion': from textual_inversion import layout layout() - elif tabs == 'Settings': + elif menu_id == 'Settings': set_page_title("Settings - Stable Diffusion Playground") from Settings import layout From 64fba3e00201c2b3272f9800d6bc7c17832d4f67 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 13:48:08 -0700 Subject: [PATCH 60/87] Fixed the image preview not been centered. --- frontend/css/streamlit.main.css | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index 7e7d516..5d76222 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -26,8 +26,8 @@ button[data-baseweb="tab"] { } /* Image Container (only appear after run finished)//center the image, especially better looks in wide screen */ -.css-du1fp8 { - justify-content: center; +.css-1kyxreq{ + justify-content: center; } /* Streamlit header */ From 2fc7a8817f77e84f9966b8daf6a165865cefb613 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Wed, 19 Oct 2022 19:55:34 -0700 Subject: [PATCH 61/87] Added placeholder for the API Server. --- requirements.txt | 2 ++ scripts/webui_streamlit.py | 10 ++++++++-- 2 files changed, 10 insertions(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index 062a224..92c8b47 100644 --- a/requirements.txt +++ b/requirements.txt @@ -34,6 +34,8 @@ streamlit-tensorboard==0.0.2 hydralit==1.0.14 hydralit_components==1.0.10 stqdm==0.0.4 +uvicorn +fastapi # txt2vid stable-diffusion-videos==0.5.3 diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index d467903..b8d3ba5 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -27,7 +27,7 @@ from sd_utils import * import streamlit_nested_layout #streamlit components section -from st_on_hover_tabs import on_hover_tabs +#from st_on_hover_tabs import on_hover_tabs from streamlit_server_state import server_state, server_state_lock #other imports @@ -125,8 +125,9 @@ def layout(): {'id': 'Stable Diffusion', 'label': 'Stable Diffusion', 'icon': 'bi bi-grid-1x2-fill'}, {'id': 'Textual Inversion', 'label': 'Textual Inversion', 'icon': 'bi bi-lightbulb-fill'}, {'id': 'Model Manager', 'label': 'Model Manager', 'icon': 'bi bi-cloud-arrow-down-fill'}, + #{'id': 'Tools','label':"Tools", 'icon': "bi bi-tools", 'submenu':[ + {'id': 'API Server', 'label': 'API Server', 'icon': 'bi bi-server'}, {'id': 'Settings', 'label': 'Settings', 'icon': 'bi bi-gear-fill'}, - #{'id':'Copy','icon':"πŸ™",'label':"Copy"}, #{'icon': "fa-solid fa-radar",'label':"Dropdown1", 'submenu':[ # {'id':' subid11','icon': "fa fa-paperclip", 'label':"Sub-item 1"},{'id':'subid12','icon': "πŸ’€", 'label':"Sub-item 2"},{'id':'subid13','icon': "fa fa-database", 'label':"Sub-item 3"}]}, #{'icon': "far fa-chart-bar", 'label':"Chart"},#no tooltip message @@ -221,6 +222,11 @@ def layout(): from textual_inversion import layout layout() + elif menu_id == 'API Server': + set_page_title("API Server - Stable Diffusion Playground") + from APIServer import layout + layout() + elif menu_id == 'Settings': set_page_title("Settings - Stable Diffusion Playground") From f630ee5c908d045108ed6df17ef79ee9a2bd3dfe Mon Sep 17 00:00:00 2001 From: Lucas Czernohorsky Date: Thu, 20 Oct 2022 11:39:09 +0200 Subject: [PATCH 62/87] draggable number input component small fixes and visual improvements. fixed drag being blocked by "press enter to apply" text. --- .../dragable_number_input/__init__.py | 10 -- .../draggable_number_input/__init__.py | 11 ++ .../main.js | 100 ++++++++++++++++-- scripts/webui_streamlit.py | 4 +- 4 files changed, 104 insertions(+), 21 deletions(-) delete mode 100644 scripts/custom_components/dragable_number_input/__init__.py create mode 100644 scripts/custom_components/draggable_number_input/__init__.py rename scripts/custom_components/{dragable_number_input => draggable_number_input}/main.js (54%) diff --git a/scripts/custom_components/dragable_number_input/__init__.py b/scripts/custom_components/dragable_number_input/__init__.py deleted file mode 100644 index 31535c2..0000000 --- a/scripts/custom_components/dragable_number_input/__init__.py +++ /dev/null @@ -1,10 +0,0 @@ -import os -import streamlit.components.v1 as components - -def load(): - parent_dir = os.path.dirname(os.path.abspath(__file__)) - file = os.path.join(parent_dir, "main.js") - - with open(file) as f: - javascript_main = f.read() - components.html(f"") \ No newline at end of file diff --git a/scripts/custom_components/draggable_number_input/__init__.py b/scripts/custom_components/draggable_number_input/__init__.py new file mode 100644 index 0000000..5e79185 --- /dev/null +++ b/scripts/custom_components/draggable_number_input/__init__.py @@ -0,0 +1,11 @@ +import os +import streamlit.components.v1 as components + +def load(pixel_per_step = 50): + parent_dir = os.path.dirname(os.path.abspath(__file__)) + file = os.path.join(parent_dir, "main.js") + + with open(file) as f: + javascript_main = f.read() + javascript_main = javascript_main.replace("%%pixelPerStep%%",str(pixel_per_step)) + components.html(f"") \ No newline at end of file diff --git a/scripts/custom_components/dragable_number_input/main.js b/scripts/custom_components/draggable_number_input/main.js similarity index 54% rename from scripts/custom_components/dragable_number_input/main.js rename to scripts/custom_components/draggable_number_input/main.js index 859b618..c43a30d 100644 --- a/scripts/custom_components/dragable_number_input/main.js +++ b/scripts/custom_components/draggable_number_input/main.js @@ -9,9 +9,8 @@ var havePointerLock = 'pointerLockElement' in parentDoc || // the pointer locking exit function parentDoc.exitPointerLock = parentDoc.exitPointerLock || parentDoc.mozExitPointerLock || parentDoc.webkitExitPointerLock; -// how far should the mouse travel for a step 50 pixel -var pixelPerStep = 50; - +// how far should the mouse travel for a step in pixel +var pixelPerStep = %%pixelPerStep%%; // how many steps did the mouse move in as float var movementDelta = 0.0; // value when drag started @@ -25,6 +24,35 @@ var lockedStep = 0; // the currently locked in field var lockedField = null; +// lock box to just request pointer lock for one element +var lockBox = document.createElement("div"); +lockBox.classList.add("lockbox"); +parentDoc.body.appendChild(lockBox); +lockBox.requestPointerLock = lockBox.requestPointerLock || lockBox.mozRequestPointerLock || lockBox.webkitRequestPointerLock; + +function Lock(field) +{ + var rect = field.getBoundingClientRect(); + lockBox.style.left = (rect.left-2.5)+"px"; + lockBox.style.top = (rect.top-2.5)+"px"; + + lockBox.style.width = (rect.width+2.5)+"px"; + lockBox.style.height = (rect.height+5)+"px"; + + lockBox.requestPointerLock(); +} + +function Unlock() +{ + parentDoc.exitPointerLock(); + lockBox.style.left = "0px"; + lockBox.style.top = "0px"; + + lockBox.style.width = "0px"; + lockBox.style.height = "0px"; + lockedField.focus(); +} + parentDoc.addEventListener('mousedown', (e) => { // if middle is down if(e.button === 1) @@ -34,7 +62,7 @@ parentDoc.addEventListener('mousedown', (e) => { e.preventDefault(); var field = e.target; if(havePointerLock) - field.requestPointerLock = field.requestPointerLock || field.mozRequestPointerLock || field.webkitRequestPointerLock; + Lock(field); // save current field lockedField = e.target; @@ -66,7 +94,7 @@ parentDoc.addEventListener('mousedown', (e) => { // lock pointer if available if(havePointerLock) - lockedField.requestPointerLock(); + Lock(lockedField); // add drag event parentDoc.addEventListener("mousemove", onDrag, false); @@ -74,7 +102,8 @@ parentDoc.addEventListener('mousedown', (e) => { } }); -onDrag = (e) => { +function onDrag(e) +{ if(lockedField !== null) { // add movement to delta @@ -87,7 +116,7 @@ onDrag = (e) => { lockedField.select(); parentDoc.execCommand('insertText', false /*no UI*/, Math.min(Math.max(value, lockedMin), lockedMax)); } -}; +} parentDoc.addEventListener('mouseup', (e) => { // if mouse is up @@ -95,7 +124,7 @@ parentDoc.addEventListener('mouseup', (e) => { { // release pointer lock if available if(havePointerLock) - parentDoc.exitPointerLock(); + Unlock(); if(lockedField !== null && lockedField !== NaN) { @@ -107,4 +136,57 @@ parentDoc.addEventListener('mouseup', (e) => { lockedField = null; } } -}); \ No newline at end of file +}); + +// only execute once (even though multiple iframes exist) +if(!parentDoc.hasOwnProperty("dragableInitialized")) +{ + var parentCSS = +` +/* Make input-instruction not block mouse events */ +.input-instructions,.input-instructions > *{ + pointer-events: none; + user-select: none; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; +} + +.lockbox { + background-color: transparent; + position: absolute; + pointer-events: none; + user-select: none; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; + border-left: dotted 2px rgb(255,75,75); + border-top: dotted 2px rgb(255,75,75); + border-bottom: dotted 2px rgb(255,75,75); + border-right: dotted 1px rgba(255,75,75,0.2); + border-top-left-radius: 0.25rem; + border-bottom-left-radius: 0.25rem; + z-index: 1000; +} +`; + + // get parent document head + var head = parentDoc.getElementsByTagName('head')[0]; + // add style tag + var s = document.createElement('style'); + // set type attribute + s.setAttribute('type', 'text/css'); + // add css forwarded from python + if (s.styleSheet) { // IE + s.styleSheet.cssText = parentCSS; + } else { // the world + s.appendChild(document.createTextNode(parentCSS)); + } + // add style to head + head.appendChild(s); + // set flag so this only runs once + parentDoc["dragableInitialized"] = true; +} + diff --git a/scripts/webui_streamlit.py b/scripts/webui_streamlit.py index b8d3ba5..054233c 100644 --- a/scripts/webui_streamlit.py +++ b/scripts/webui_streamlit.py @@ -39,7 +39,7 @@ from omegaconf import OmegaConf import argparse # import custom components -from custom_components import dragable_number_input +from custom_components import draggable_number_input # end of imports #--------------------------------------------------------------------------------------------------------------- @@ -234,7 +234,7 @@ def layout(): layout() # calling dragable input component module at the end, so it works on all pages - dragable_number_input.load() + draggable_number_input.load() if __name__ == '__main__': From 7252b1dde265e1a96b7c864765129876b6167d81 Mon Sep 17 00:00:00 2001 From: Lucas Czernohorsky Date: Thu, 20 Oct 2022 11:53:50 +0200 Subject: [PATCH 63/87] key_phrase_suggestions added support for new data structure, with description, conditions, custom formats and image support. added tooltip support. Added Artist image tooltips. --- data/tags/key_phrases.json | 30072 +++++++++++++++- data/tags/thumbnails.json | 1 + .../key_phrase_suggestions/__init__.py | 55 +- .../key_phrase_suggestions/main.css | 15 +- .../key_phrase_suggestions/main.js | 176 +- .../key_phrase_suggestions/parent.css | 47 + 6 files changed, 30221 insertions(+), 145 deletions(-) create mode 100644 data/tags/thumbnails.json diff --git a/data/tags/key_phrases.json b/data/tags/key_phrases.json index 6ad74a0..5278985 100644 --- a/data/tags/key_phrases.json +++ b/data/tags/key_phrases.json @@ -1,85 +1,29991 @@ { - "Photo": [ - "Kodak Portra 400", - "Kodak Ektar 100", - "Kodak Portra 160 Professional", - "Ilford HP5 Plus", - "Kodak TRI-X 400", - "Ilford XP2S", - "Lomography Lady Grey", - "Fujifilm Velvia 50", - "Kodak Ektachrome E100", - "Fujifilm Velvia 100", - "Ilford Delta 3200", - "Fujicolor Superia 1600", - "Kodak T-Max P3200", - "Fujifilm Instax Film", - "Polaroid i\u2011Type Instant Film", - "Polaroid 600 Instant Film", - "Polaroid SX-70 Instant Film", - "focused", - "out of focus", - "sharp focus" - ], - "Lighting": [ - "blue hour", - "golden hour", - "dramatic backlighting", - "midday", - "volumetric lighting", - "subsurface scattering", - "cool twilight lighting", - "warm lighting", - "sunrise", - "beams of sunlight", - "god rays", - "light shafts", - "harsh sunlight", - "radiant glow", - "backlighting" - ], - "Genre": [ - "cyberpunk", - "steampunk", - "dieselpunk", - "fantasy", - "dark fantasy", - "scify" - ], - "Style": [ - "in the style of", - "silhouetted", - "noir", - "infographic", - "hyperrealistic" - ], - "Abstract Concept": [ - "hope", - "progressive", - "sainted", - "adequate", - "sufficient", - "reality", - "faithfulness", - "sensation", - "intend", - "likability", - "agnosticism", - "controllability", - "determinate", - "dignify", - "standpoint", - "imperative", - "absurd" - ], - "Painting": [ - "expressionist painting", - "detailed oil painting" - ], - "Details": [ - "intricate details", - "higly detailed", - "blurred", - "smooth" - ] + "Photo": { + "priority": "", + "pattern": ", {}", + "id": "2143842947", + "description": "All things camera and photo related.", + "entries": [ + { + "phrase": "a photo of ", + "priority": "10", + "pattern_override": "{}", + "show_if": "empty", + "search_tags": "photo", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Kodak Portra 400", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Kodak Ektar 100", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Kodak Portra 160 Professional", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Ilford HP5 Plus", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Kodak TRI-X 400", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Ilford XP2S", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Lomography Lady Grey", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Fujifilm Velvia 50", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Kodak Ektachrome E100", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Fujifilm Velvia 100", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Ilford Delta 3200", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Fujicolor Superia 1600", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Kodak T-Max P3200", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Fujifilm Instax Film", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Polaroid i\u2011Type Instant Film", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Polaroid 600 Instant Film", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "Polaroid SX-70 Instant Film", + "priority": "0", + "pattern_override": "", + "show_if": "", + "search_tags": "photo, camera", + "thumbnails": "", + "description": "" + }, + { + "phrase": "focused", + "priority": "5", + "pattern_override": "", + "show_if": "", + "search_tags": "sharpness, details, blur, focus", + "thumbnails": "", + "description": "" + }, + { + "phrase": "out of focus", + "priority": "5", + "pattern_override": "", + "show_if": "", + "search_tags": "sharpness, details, blur, focus", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sharp focus", + "priority": "5", + "pattern_override": "", + "show_if": "", + "search_tags": "sharpness, details, blur, focus", + "thumbnails": "", + "description": "" + } + ] + }, + "People": { + "priority": "", + "pattern": ", {}", + "id": "52938317", + "description": "", + "entries": [ + { + "phrase": "blush", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "smile", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "multiple girls", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "solo", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sweat", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "multiple boys", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "tears", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Body": { + "priority": "", + "pattern": ", {}", + "id": "1280333430", + "description": "", + "entries": [ + { + "phrase": "navel", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "collarbone", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "animal ears", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "upper body", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "shoulders", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bare shoulders", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "breasts", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "small breasts", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "medium breasts", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "large breasts", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "cleavage", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "nipples", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "tail", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "ass", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "heart", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "thighs", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "wings", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "horns", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "barefoot", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "teeth", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "tongue", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "pointy ears", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "fang", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "cat ears", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "dark skin", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "armpits", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Clothing": { + "priority": "", + "pattern": ", {}", + "id": "99501894", + "description": "", + "entries": [ + { + "phrase": "skirt", + "priority": "5", + "pattern_override": "", + "show_if": "", + "search_tags": "skirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "shirt", + "priority": "5", + "pattern_override": "", + "show_if": "", + "search_tags": "shirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "thighhighs", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "underwear", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hat", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "hat", + "thumbnails": "", + "description": "" + }, + { + "phrase": "gloves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "gloves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "long sleeves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "shirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "dress", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "dress", + "thumbnails": "", + "description": "" + }, + { + "phrase": "ribbon", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "hair", + "thumbnails": "", + "description": "" + }, + { + "phrase": "jewelry", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "jewelry", + "thumbnails": "", + "description": "" + }, + { + "phrase": "underwear", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "underwear", + "thumbnails": "", + "description": "" + }, + { + "phrase": "school uniform", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "uniform, school", + "thumbnails": "", + "description": "" + }, + { + "phrase": "panties", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "underwear", + "thumbnails": "", + "description": "" + }, + { + "phrase": "jacket", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "jacket", + "thumbnails": "", + "description": "" + }, + { + "phrase": "swimsuit", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "swim, swimming", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hair ribbon", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "hair", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hot pants", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "skimpy, pants", + "thumbnails": "", + "description": "" + }, + { + "phrase": "pants", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "pants", + "thumbnails": "", + "description": "" + }, + { + "phrase": "short sleeves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "shirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "miniskirt", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "skimpy, skirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "micro miniskirt", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "skimpy, skirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "white shirt", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "shirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hair bow", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "hair", + "thumbnails": "", + "description": "" + }, + { + "phrase": "pantyhose", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "underwear", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bikini", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "swim, swimming", + "thumbnails": "", + "description": "" + }, + { + "phrase": "pleated skirt", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "skirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hairband", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "hair", + "thumbnails": "", + "description": "" + }, + { + "phrase": "earrings", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "jewelry", + "thumbnails": "", + "description": "" + }, + { + "phrase": "boots", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "shoes", + "thumbnails": "", + "description": "" + }, + { + "phrase": "shoes", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "shoes", + "thumbnails": "", + "description": "" + }, + { + "phrase": "frills", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "detached sleeves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "sleeves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sleeves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "sleeves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "japanese clothes", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "japanese", + "thumbnails": "", + "description": "" + }, + { + "phrase": "open clothes", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "necktie", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "neck, tie", + "thumbnails": "", + "description": "" + }, + { + "phrase": "glasses", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "glasses", + "thumbnails": "", + "description": "" + }, + { + "phrase": "shorts", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "pants", + "thumbnails": "", + "description": "" + }, + { + "phrase": "serafuku", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "japanese, uniform, school", + "thumbnails": "", + "description": "A Japanese school uniform." + }, + { + "phrase": "sleeveless", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "sleeves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "choker", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "jewelry", + "thumbnails": "", + "description": "" + }, + { + "phrase": "alternate costume", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "costume", + "thumbnails": "", + "description": "" + }, + { + "phrase": "socks", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "socks", + "thumbnails": "", + "description": "" + }, + { + "phrase": "black gloves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "gloves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "elbow gloves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "gloves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "costume", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "costume", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hairclip", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "jewelry", + "thumbnails": "", + "description": "" + }, + { + "phrase": "midriff", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "In fashion, the midriff is the exposed human abdomen." + }, + { + "phrase": "puffy sleeves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "sleeves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "belt", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "collared shirt", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "shirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "black thighhighs", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "black, underwear", + "thumbnails": "", + "description": "" + }, + { + "phrase": "white gloves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "gloves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hair flower", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "hair", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hood", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "wide sleeves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "sleeves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "fingerless gloves", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "gloves", + "thumbnails": "", + "description": "" + }, + { + "phrase": "black skirt", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "black, skirt", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bowtie", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "neck, tie", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sailor collar", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "kimono", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "japanese", + "thumbnails": "", + "description": "" + }, + { + "phrase": "black legwear", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "black, legwear", + "thumbnails": "", + "description": "" + }, + { + "phrase": "legwear", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "legwear", + "thumbnails": "", + "description": "" + }, + { + "phrase": "necklace", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "jewelry", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bag", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "bag", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hair bun", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "hair", + "thumbnails": "", + "description": "" + }, + { + "phrase": "scarf", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "cape", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bra", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Tools and Weapons": { + "priority": "", + "pattern": ", {}", + "id": "1074728780", + "description": "", + "entries": [ + { + "phrase": "weapon", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "weapon", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bow", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "weapon, hunt, bow", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sword", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "weapon, sword", + "thumbnails": "", + "description": "" + } + ] + }, + "Hair": { + "priority": "", + "pattern": ", {}", + "id": "1079282017", + "description": "", + "entries": [ + { + "phrase": "blonde hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "brown hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "black hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "blue hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "pink hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "white hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "multicolored hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "grey hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "green hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "silver hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bald", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "short hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "long hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "very long hair", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "bangs", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "twintails", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sidelocks", + "priority": 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"pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "spread legs", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "tongue out", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "from behind", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Eyes": { + "priority": "", + "pattern": ", {}", + "id": "839792505", + "description": "", + "entries": [ + { + "phrase": "blue eyes", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "red eyes", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": 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"pattern": ", {}", + "id": "2027254727", + "description": "", + "entries": [ + { + "phrase": "outdoors", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sky", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "indoors", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "on back", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Food": { + "priority": "", + "pattern": ", {}", + "id": "1672622223", + "description": "", + "entries": [ + { + "phrase": "food", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Composition": { + "priority": 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"pattern_override": "", + "show_if": "", + "search_tags": "position, framing, shot", + "thumbnails": "", + "description": "" + }, + { + "phrase": "grey background", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Lighting": { + "priority": "", + "pattern": ", {}", + "id": "998529368", + "description": "", + "entries": [ + { + "phrase": "blue hour", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "golden hour", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "dramatic backlighting", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "midday", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "volumetric lighting", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "subsurface scattering", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "cool twilight lighting", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "warm lighting", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "sunrise", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "beams of sunlight", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": 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"pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "steampunk", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "dieselpunk", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "fantasy", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "dark fantasy", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "scify", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "pokemon", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Style": { + "priority": "", + "pattern": ", {}", + "id": "811378957", + "description": "", + "entries": [ + { + "phrase": "in the style of", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "silhouetted", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "noir", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "infographic", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "hyperrealistic", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "original", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "monochrome", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "comic", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "greyscale", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + }, + { + "phrase": "official art", + "priority": "", + "pattern_override": "", + "show_if": "", + "search_tags": "", + "thumbnails": "", + "description": "" + } + ] + }, + "Artists": { + "priority": "", + "pattern": "{}", + "id": "1188546684", + "description": "", + "entries": [ + { + "phrase": "A. 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-def download_and_save_as_json(url): - global key_phrases_json - - # download - r = requests.get(url) - - # we need the bytes to decode utf-8 and use it in a stringIO - csv_bytes = r.content - # stringIO for parsing via csv.DictReader - str_file = io.StringIO(csv_bytes.decode('utf-8'), newline='\n') - - reader = csv.DictReader(str_file, delimiter=',', quotechar='"') - - # structure data in usable format (columns as arrays) - columnwise_table = defaultdict(list) - for row in reader: - for col, dat in row.items(): - stripped = dat.strip() - if stripped != "": - columnwise_table[col].append(dat.strip()) - - # dump the data as json - key_phrases_json = json.dumps(columnwise_table, indent=4) - - # save json so we don't need to download it every time - with open(key_phrases_file, 'w', encoding='utf-8') as jsonf: - jsonf.write(key_phrases_json) - -def update_key_phrases(): - url = f"https://docs.google.com/spreadsheets/d/{doc_id}/export?format=csv&gid={key_phrase_sheet_id}" - download_and_save_as_json(url) +# where to save the downloaded key_phrases +thumbnails_file = "data/tags/thumbnails.json" +# the loaded key phrase json as text +thumbnails_json = "" def init(): - global key_phrases_json - if not os.path.isfile(key_phrases_file): - update_key_phrases() - else: - with open(key_phrases_file) as f: - key_phrases_json = f.read() + global key_phrases_json, thumbnails_json + with open(key_phrases_file) as f: + key_phrases_json = f.read() + with open(thumbnails_file) as f: + thumbnails_json = f.read() def suggestion_area(placeholder): # get component path @@ -72,7 +39,7 @@ def suggestion_area(placeholder): # add loaded style html += f"" # set default variables - html += f"" + html += f"" # add main java script html += f"\n" # add component to site diff --git a/scripts/custom_components/key_phrase_suggestions/main.css b/scripts/custom_components/key_phrase_suggestions/main.css index 3d9de87..3b2e859 100644 --- a/scripts/custom_components/key_phrase_suggestions/main.css +++ b/scripts/custom_components/key_phrase_suggestions/main.css @@ -24,12 +24,15 @@ body span { - border: 1px solid black; - border-radius: 5px; + border: 1px solid rgba(250, 250, 250, 0.2); + border-radius: 0.25rem; + font-size: 1rem; + font-family: "Source Sans Pro", sans-serif; + background-color: rgb(38, 39, 48); color: white; display: inline-block; - padding: 5px; + padding: 0.5rem; margin-right: 3px; cursor: pointer; user-select: none; @@ -37,4 +40,10 @@ span -khtml-user-select: none; -webkit-user-select: none; -o-user-select: none; +} + +span:hover +{ + color: rgb(255,75,75); + border-color: rgb(255,75,75); } \ No newline at end of file diff --git a/scripts/custom_components/key_phrase_suggestions/main.js b/scripts/custom_components/key_phrase_suggestions/main.js index b550dae..8f14849 100644 --- a/scripts/custom_components/key_phrase_suggestions/main.js +++ b/scripts/custom_components/key_phrase_suggestions/main.js @@ -11,7 +11,37 @@ var maxHeightInButtons = 3; // the prompt field connected to this iframe var promptField = null; // the category of suggestions -var activeCategory = ""; +var activeCategory = []; + +var conditionalButtons = null; + +function currentFrameAbsolutePosition() { + let currentWindow = window; + let currentParentWindow; + let positions = []; + let rect; + + while (currentWindow !== window.top) { + currentParentWindow = currentWindow.parent; + for (let idx = 0; idx < currentParentWindow.frames.length; idx++) + if (currentParentWindow.frames[idx] === currentWindow) { + for (let frameElement of currentParentWindow.document.getElementsByTagName('iframe')) { + if (frameElement.contentWindow === currentWindow) { + rect = frameElement.getBoundingClientRect(); + positions.push({x: rect.x, y: rect.y}); + } + } + currentWindow = currentParentWindow; + break; + } + } + return positions.reduce((accumulator, currentValue) => { + return { + x: accumulator.x + currentValue.x, + y: accumulator.y + currentValue.y + }; + }, { x: 0, y: 0 }); +} // check if element is visible function isVisible(e) { @@ -22,6 +52,7 @@ function isVisible(e) { function ClearSuggestionArea(text = "") { suggestionArea.innerHTML = text; + conditionalButtons = []; } // update iframe size depending on button rows @@ -34,16 +65,36 @@ function UpdateSize() } // add a button to the suggestion area -function AddButton(label, action) +function AddButton(label, action, dataTooltip="", tooltipImage="", pattern="", data="") { // create span var button = document.createElement("span"); // label it button.innerHTML = label; - // add category attribute to button, will be read on click - button.setAttribute("category",label); + if(data != "") + { + // add category attribute to button, will be read on click + button.setAttribute("data",data); + } + if(pattern != "") + { + // add category attribute to button, will be read on click + button.setAttribute("pattern",pattern); + } + if(dataTooltip != "") + { + // add category attribute to button, will be read on click + button.setAttribute("tooltip-text",dataTooltip); + } + if(tooltipImage != "") + { + // add category attribute to button, will be read on click + button.setAttribute("tooltip-image",tooltipImage); + } // add button function button.addEventListener('click', action, false); + button.addEventListener('mouseover', ButtonHoverEnter); + button.addEventListener('mouseout', ButtonHoverExit); // add button to suggestion area suggestionArea.appendChild(button); // get buttonHeight if not set @@ -63,11 +114,17 @@ function GetPromptField() if(isVisible(all[i])) { promptField = all[i]; + promptField.addEventListener('input', OnChange, false); break; } } } +function OnChange(e) +{ + ButtonConditions(); +} + // when pressing a button, give the focus back to the prompt field function KeepFocus(e) { @@ -79,7 +136,7 @@ function selectCategory(e) { KeepFocus(e); // set category from attribute - activeCategory = e.target.getAttribute("category"); + activeCategory = e.target.getAttribute("data"); // rebuild menu ShowMenu(); } @@ -92,18 +149,97 @@ function leaveCategory(e) ShowMenu(); } +function SelectPhrase(e) +{ + KeepFocus(e); + var pattern = e.target.getAttribute("pattern"); + var entry = e.target.getAttribute("data"); + + // inserting via execCommand is required, this triggers all native browser functionality as if the user wrote into the prompt field. + parentDoc.execCommand('insertText', false /*no UI*/, pattern.replace('{}',entry)); +} + +function CheckButtonCondition(condition) +{ + if(condition === "empty") + { + return promptField.value == ""; + } +} + +function ButtonConditions() +{ + conditionalButtons.forEach(entry => + { + if(CheckButtonCondition(entry.condition)) + entry.element.style.display = "inline-block"; + else + entry.element.style.display = "none"; + }); +} + +function ButtonHoverEnter(e) +{ + var text = e.target.getAttribute("tooltip-text"); + var image = e.target.getAttribute("tooltip-image"); + ShowTooltip(text, e.target, image) +} + +function ButtonHoverExit(e) +{ + HideTooltip(); +} + +function ShowTooltip(text, target, image = "") +{ + if((text == "" || text == null) && (image == "" || image == null || thumbnails[image] === undefined)) + return; + + var currentFramePosition = currentFrameAbsolutePosition(); + var rect = target.getBoundingClientRect(); + var element = parentDoc["phraseTooltip"]; + element.innerText = text; + if(image != "" && image != null && thumbnails[image] !== undefined) + { + + var img = parentDoc.createElement('img'); + console.log(image); + img.src = "data:image/webp;base64, "+thumbnails[image]; + + console.log(thumbnails[image]); + element.appendChild(img) + } + element.style.display = "flex"; + element.style.top = (rect.bottom+currentFramePosition.y)+"px"; + element.style.left = (rect.right+currentFramePosition.x)+"px"; + element.style.width = "inherit"; + element.style.height = "inherit"; +} + +function HideTooltip() +{ + var element = parentDoc["phraseTooltip"]; + element.style.display= "none"; + element.innerHTML = ""; + element.style.top = "0px"; + element.style.left = "0px"; + element.style.width = "0px"; + element.style.height = "0px"; +} + // generate menu in suggestion area function ShowMenu() { // clear all buttons from menu ClearSuggestionArea(); + HideTooltip(); // if no chategory is selected - if(activeCategory === "") + if(activeCategory == "") { for (var category in keyPhrases) { - AddButton(category, selectCategory); + AddButton(category, selectCategory, keyPhrases[category]["description"], "", "", category); } // change iframe size after buttons have been added UpdateSize(); @@ -113,17 +249,23 @@ function ShowMenu() { // add a button to leave the chategory var backbutton = AddButton("↑ back", leaveCategory); - keyPhrases[activeCategory].forEach(option => + var pattern = keyPhrases[activeCategory]["pattern"]; + keyPhrases[activeCategory]["entries"].forEach(entry => { - AddButton(option, (e) => + var tempPattern = pattern; + if(entry["pattern_override"] != "") { - KeepFocus(e); - // inserting via execCommand is required, this triggers all native browser functionality as if the user wrote into the prompt field. - parentDoc.execCommand('insertText', false /*no UI*/, ", "+option); - }); + tempPattern = entry["pattern_override"]; + } + + var button = AddButton(entry["phrase"], SelectPhrase, entry["description"], entry["phrase"],tempPattern, entry["phrase"]); + + if(entry["show_if"] != "") + conditionalButtons.push({element:button,condition:entry["show_if"]}); }); // change iframe size after buttons have been added UpdateSize(); + ButtonConditions(); } } @@ -167,15 +309,19 @@ if(!parentDoc.hasOwnProperty('keyPhraseSuggestionsInitialized')) // get parent document head var head = parentDoc.getElementsByTagName('head')[0]; // add style tag - var s = document.createElement('style'); + var s = parentDoc.createElement('style'); // set type attribute s.setAttribute('type', 'text/css'); // add css forwarded from python if (s.styleSheet) { // IE s.styleSheet.cssText = parentCSS; } else { // the world - s.appendChild(document.createTextNode(parentCSS)); + s.appendChild(parentDoc.createTextNode(parentCSS)); } + var tooltip = parentDoc.createElement('div'); + tooltip.id = "phrase-tooltip"; + parentDoc.body.appendChild(tooltip); + parentDoc["phraseTooltip"] = tooltip; // add style to head head.appendChild(s); // set flag so this only runs once diff --git a/scripts/custom_components/key_phrase_suggestions/parent.css b/scripts/custom_components/key_phrase_suggestions/parent.css index 320a231..80cf8de 100644 --- a/scripts/custom_components/key_phrase_suggestions/parent.css +++ b/scripts/custom_components/key_phrase_suggestions/parent.css @@ -19,4 +19,51 @@ -khtml-user-select: none; -webkit-user-select: none; -o-user-select: none; +} + +#phrase-tooltip +{ + display: none; + pointer-events: none; + position: absolute; + border-bottom-left-radius: 0.5rem; + border-top-right-radius: 0.5rem; + border-bottom-right-radius: 0.5rem; + border: solid rgb(255,75,75) 2px; + background-color: rgb(38, 39, 48); + color: rgb(255,75,75); + font-size: 1rem; + font-family: "Source Sans Pro", sans-serif; + padding: 0.5rem; + + cursor: default; + user-select: none; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; + z-index: 1000; +} + +#phrase-tooltip:has(img) +{ + transform: scale(1.25, 1.25); + -ms-transform: scale(1.25, 1.25); + -webkit-transform: scale(1.25, 1.25); +} + +#phrase-tooltip>img +{ + pointer-events: none; + border-bottom-left-radius: 0.5rem; + border-top-right-radius: 0.5rem; + border-bottom-right-radius: 0.5rem; + + cursor: default; + user-select: none; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; + z-index: 1500; } \ No newline at end of file From 9bd0b2f679715fde12188ef26371a4739123a833 Mon Sep 17 00:00:00 2001 From: Lucas Czernohorsky Date: Thu, 20 Oct 2022 12:03:52 +0200 Subject: [PATCH 64/87] draggable number input fixed support for floating point values --- .../draggable_number_input/main.js | 24 +++++++++---------- 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/scripts/custom_components/draggable_number_input/main.js b/scripts/custom_components/draggable_number_input/main.js index c43a30d..574d133 100644 --- a/scripts/custom_components/draggable_number_input/main.js +++ b/scripts/custom_components/draggable_number_input/main.js @@ -14,13 +14,13 @@ var pixelPerStep = %%pixelPerStep%%; // how many steps did the mouse move in as float var movementDelta = 0.0; // value when drag started -var lockedValue = 0; +var lockedValue = 0.0; // minimum value from field -var lockedMin = 0; +var lockedMin = 0.0; // maximum value from field -var lockedMax = 0; +var lockedMax = 0.0; // how big should the field steps be -var lockedStep = 0; +var lockedStep = 0.0; // the currently locked in field var lockedField = null; @@ -72,25 +72,25 @@ parentDoc.addEventListener('mousedown', (e) => { movementDelta = 0.0; // set to 0 if field is empty if(lockedField.value === '') - lockedField.value = 0; + lockedField.value = 0.0; // save current field value - lockedValue = parseInt(lockedField.value); + lockedValue = parseFloat(lockedField.value); if(lockedField.min === '' || lockedField.min === '-Infinity') - lockedMin = -99999999; + lockedMin = -99999999.0; else - lockedMin = parseInt(lockedField.min); + lockedMin = parseFloat(lockedField.min); if(lockedField.max === '' || lockedField.max === 'Infinity') - lockedMax = 99999999; + lockedMax = 99999999.0; else - lockedMax = parseInt(lockedField.max); + lockedMax = parseFloat(lockedField.max); if(lockedField.step === '' || lockedField.step === 'Infinity') - lockedStep = 1; + lockedStep = 1.0; else - lockedStep = parseInt(lockedField.step); + lockedStep = parseFloat(lockedField.step); // lock pointer if available if(havePointerLock) From 6979584cc5f3d183e82bdb43d9577c19f7367bf1 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 07:48:39 -0700 Subject: [PATCH 65/87] Fixed spacing issue with the full screen button for the result image on img2img when the space on the right was smaller than the button size. --- frontend/css/streamlit.main.css | 2 +- scripts/img2img.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index 5d76222..901cd6b 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -165,7 +165,7 @@ div.gallery:hover { } .css-ret2ud{ padding-left: 10px; - padding-right: 10px; + padding-right: 25px; gap: initial; display: initial; } \ No newline at end of file diff --git a/scripts/img2img.py b/scripts/img2img.py index 1ca7abf..dad51cd 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -381,7 +381,7 @@ def layout(): # creating the page layout using columns - col1_img2img_layout, col2_img2img_layout, col3_img2img_layout = st.columns([1,2,2], gap="small") + col1_img2img_layout, col2_img2img_layout, col3_img2img_layout = st.columns([1,2,2], gap="medium") with col1_img2img_layout: # If we have custom models available on the "models/custom" From 19e880297a0b0b62184e0f118b3d6f5877a49508 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 08:22:49 -0700 Subject: [PATCH 66/87] Fixed the text area widget height being broken due to changes on the css id used to set the height for it. --- frontend/css/streamlit.main.css | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index 901cd6b..252c9c6 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -146,7 +146,7 @@ div.gallery:hover { } /* Make the text area widget have a similar height as the text input field */ -.st-ex{ +.st-dz{ height: 54px; min-height: 25px; } From 76efbd17f32bf7a20f0483545be0bfbd8110e167 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:17:06 -0700 Subject: [PATCH 67/87] Added rerun option to the model manager so after models are downloaded the page refreshes which then should change the button status and replace it with he proper green check mark if its already downloaded or still show the download button if its not. --- scripts/ModelManager.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/scripts/ModelManager.py b/scripts/ModelManager.py index 8101ae7..498aba1 100644 --- a/scripts/ModelManager.py +++ b/scripts/ModelManager.py @@ -12,7 +12,7 @@ # GNU Affero General Public License for more details. # You should have received a copy of the GNU Affero General Public License -# along with this program. If not, see . +# along with this program. If not, see . # base webui import and utils. from sd_utils import * # streamlit imports @@ -20,7 +20,7 @@ from sd_utils import * #other imports -# Temp imports +# Temp imports # end of imports @@ -28,7 +28,7 @@ from sd_utils import * def download_file(file_name, file_path, file_url): if not os.path.exists(file_path): os.makedirs(file_path) - + if not os.path.exists(os.path.join(file_path , file_name)): print('Downloading ' + file_name + '...') # TODO - add progress bar in streamlit @@ -51,16 +51,16 @@ def download_model(models, model_name): def layout(): #search = st.text_input(label="Search", placeholder="Type the name of the model you want to search for.", help="") - + colms = st.columns((1, 3, 5, 5)) columns = ["β„–",'Model Name','Save Location','Download Link'] - + models = st.session_state["defaults"].model_manager.models for col, field_name in zip(colms, columns): # table header col.write(field_name) - + for x, model_name in enumerate(models): col1, col2, col3, col4 = st.columns((1, 3, 4, 6)) col1.write(x) # index @@ -88,6 +88,7 @@ def layout(): download_file(models[model_name]['files'][file]['file_name'], models[model_name]['files'][file]['save_location'], models[model_name]['files'][file]['download_link']) else: download_file(models[model_name]['files'][file]['file_name'], models[model_name]['save_location'], models[model_name]['files'][file]['download_link']) + st.experimental_rerun() else: st.empty() else: From 4ff1bfa691199fbe6c6cbafb4e283f55718a2724 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:17:47 -0700 Subject: [PATCH 68/87] Fixed keep_all_models_loaded missing key, this is not the proper way to do it but at least people wont have this issue for now. --- scripts/sd_utils.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 97592c3..8e887fe 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -152,7 +152,11 @@ def load_configs(): import modeldownload modeldownload.updateModels() - if "keep_all_models_loaded" in st.session_state: + if "keep_all_models_loaded" in st.session_state.defaults.general: + with server_state_lock["keep_all_models_loaded"]: + server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded + else: + st.session_state["defaults"].general.keep_all_models_loaded = False with server_state_lock["keep_all_models_loaded"]: server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded From c93684ca01c6da97b7ca4c852cbd975c366e60cb Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:19:26 -0700 Subject: [PATCH 69/87] Added default height value to the text are for the prompt on most tabs, this should help with it having the proper height, we still need to change min-height through CSS so it might still break sometimes. --- scripts/img2img.py | 2 +- scripts/txt2img.py | 2 +- scripts/txt2vid.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/img2img.py b/scripts/img2img.py index dad51cd..e4db93e 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -371,7 +371,7 @@ def layout(): with img2img_input_col: #prompt = st.text_area("Input Text","") placeholder = "A corgi wearing a top hat as an oil painting." - prompt = st.text_area("Input Text","", placeholder=placeholder) + prompt = st.text_area("Input Text","", placeholder=placeholder, height=54) key_phrase_suggestions.suggestion_area(placeholder) # Every form must have a submit button, the extra blank spaces is a temp way to align it with the input field. Needs to be done in CSS or some other way. diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 2269066..9e9dbc8 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -406,7 +406,7 @@ def layout(): with input_col1: #prompt = st.text_area("Input Text","") placeholder = "A corgi wearing a top hat as an oil painting." - prompt = st.text_area("Input Text","", placeholder=placeholder) + prompt = st.text_area("Input Text","", placeholder=placeholder, height=54) key_phrase_suggestions.suggestion_area(placeholder) # creating the page layout using columns diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index 8618680..68e9a8a 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -642,7 +642,7 @@ def layout(): with input_col1: #prompt = st.text_area("Input Text","") placeholder = "A corgi wearing a top hat as an oil painting." - prompt = st.text_area("Input Text","", placeholder=placeholder) + prompt = st.text_area("Input Text","", placeholder=placeholder, height=54) key_phrase_suggestions.suggestion_area(placeholder) # Every form must have a submit button, the extra blank spaces is a temp way to align it with the input field. Needs to be done in CSS or some other way. From 26c992bf1e8b4bea29238aecec0289ed6a6ee6f3 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:20:03 -0700 Subject: [PATCH 70/87] Changed the id for the text area field on the css, again. --- frontend/css/streamlit.main.css | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index 252c9c6..bee1ee6 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -146,7 +146,7 @@ div.gallery:hover { } /* Make the text area widget have a similar height as the text input field */ -.st-dz{ +.st-dy{ height: 54px; min-height: 25px; } From f35a01f26a06086225dfd8011024f1eaeb392961 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:17:06 -0700 Subject: [PATCH 71/87] Added rerun option to the model manager so after models are downloaded the page refreshes which then should change the button status and replace it with he proper green check mark if its already downloaded or still show the download button if its not. --- scripts/ModelManager.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/scripts/ModelManager.py b/scripts/ModelManager.py index 8101ae7..498aba1 100644 --- a/scripts/ModelManager.py +++ b/scripts/ModelManager.py @@ -12,7 +12,7 @@ # GNU Affero General Public License for more details. # You should have received a copy of the GNU Affero General Public License -# along with this program. If not, see . +# along with this program. If not, see . # base webui import and utils. from sd_utils import * # streamlit imports @@ -20,7 +20,7 @@ from sd_utils import * #other imports -# Temp imports +# Temp imports # end of imports @@ -28,7 +28,7 @@ from sd_utils import * def download_file(file_name, file_path, file_url): if not os.path.exists(file_path): os.makedirs(file_path) - + if not os.path.exists(os.path.join(file_path , file_name)): print('Downloading ' + file_name + '...') # TODO - add progress bar in streamlit @@ -51,16 +51,16 @@ def download_model(models, model_name): def layout(): #search = st.text_input(label="Search", placeholder="Type the name of the model you want to search for.", help="") - + colms = st.columns((1, 3, 5, 5)) columns = ["β„–",'Model Name','Save Location','Download Link'] - + models = st.session_state["defaults"].model_manager.models for col, field_name in zip(colms, columns): # table header col.write(field_name) - + for x, model_name in enumerate(models): col1, col2, col3, col4 = st.columns((1, 3, 4, 6)) col1.write(x) # index @@ -88,6 +88,7 @@ def layout(): download_file(models[model_name]['files'][file]['file_name'], models[model_name]['files'][file]['save_location'], models[model_name]['files'][file]['download_link']) else: download_file(models[model_name]['files'][file]['file_name'], models[model_name]['save_location'], models[model_name]['files'][file]['download_link']) + st.experimental_rerun() else: st.empty() else: From 613dd4f19c55d57f647184a89d8f5f3b8c6779f0 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:17:47 -0700 Subject: [PATCH 72/87] Fixed keep_all_models_loaded missing key, this is not the proper way to do it but at least people wont have this issue for now. --- scripts/sd_utils.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 97592c3..8e887fe 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -152,7 +152,11 @@ def load_configs(): import modeldownload modeldownload.updateModels() - if "keep_all_models_loaded" in st.session_state: + if "keep_all_models_loaded" in st.session_state.defaults.general: + with server_state_lock["keep_all_models_loaded"]: + server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded + else: + st.session_state["defaults"].general.keep_all_models_loaded = False with server_state_lock["keep_all_models_loaded"]: server_state["keep_all_models_loaded"] = st.session_state["defaults"].general.keep_all_models_loaded From b96a61be9faf271d836cb597c54d0fc1bcbcc489 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:19:26 -0700 Subject: [PATCH 73/87] Added default height value to the text are for the prompt on most tabs, this should help with it having the proper height, we still need to change min-height through CSS so it might still break sometimes. --- scripts/img2img.py | 2 +- scripts/txt2img.py | 2 +- scripts/txt2vid.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/img2img.py b/scripts/img2img.py index dad51cd..e4db93e 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -371,7 +371,7 @@ def layout(): with img2img_input_col: #prompt = st.text_area("Input Text","") placeholder = "A corgi wearing a top hat as an oil painting." - prompt = st.text_area("Input Text","", placeholder=placeholder) + prompt = st.text_area("Input Text","", placeholder=placeholder, height=54) key_phrase_suggestions.suggestion_area(placeholder) # Every form must have a submit button, the extra blank spaces is a temp way to align it with the input field. Needs to be done in CSS or some other way. diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 2269066..9e9dbc8 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -406,7 +406,7 @@ def layout(): with input_col1: #prompt = st.text_area("Input Text","") placeholder = "A corgi wearing a top hat as an oil painting." - prompt = st.text_area("Input Text","", placeholder=placeholder) + prompt = st.text_area("Input Text","", placeholder=placeholder, height=54) key_phrase_suggestions.suggestion_area(placeholder) # creating the page layout using columns diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index 8618680..68e9a8a 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -642,7 +642,7 @@ def layout(): with input_col1: #prompt = st.text_area("Input Text","") placeholder = "A corgi wearing a top hat as an oil painting." - prompt = st.text_area("Input Text","", placeholder=placeholder) + prompt = st.text_area("Input Text","", placeholder=placeholder, height=54) key_phrase_suggestions.suggestion_area(placeholder) # Every form must have a submit button, the extra blank spaces is a temp way to align it with the input field. Needs to be done in CSS or some other way. From 5e788754a2b396d6d480b2ee6372cb546354ddde Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 13:20:03 -0700 Subject: [PATCH 74/87] Changed the id for the text area field on the css, again. --- frontend/css/streamlit.main.css | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index 252c9c6..bee1ee6 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -146,7 +146,7 @@ div.gallery:hover { } /* Make the text area widget have a similar height as the text input field */ -.st-dz{ +.st-dy{ height: 54px; min-height: 25px; } From f925d33fe03ac181eae4c3be618d63f76f4e3307 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 14:09:19 -0700 Subject: [PATCH 75/87] Fixed default model option not saving the proper value to the user config file. --- scripts/Settings.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/Settings.py b/scripts/Settings.py index 0eddf39..da5bb31 100644 --- a/scripts/Settings.py +++ b/scripts/Settings.py @@ -61,7 +61,7 @@ def layout(): custom_models_available() if server_state["CustomModel_available"]: - st.session_state.default_model = st.selectbox("Default Model:", server_state["custom_models"], + st.session_state.defaults.general.default_model = st.selectbox("Default Model:", server_state["custom_models"], index=server_state["custom_models"].index(st.session_state['defaults'].general.default_model), help="Select the model you want to use. If you have placed custom models \ on your 'models/custom' folder they will be shown here as well. The model name that will be shown here \ @@ -69,7 +69,7 @@ def layout(): it is recommended to give the .ckpt file a name that \ will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") else: - st.session_state.default_model = st.selectbox("Default Model:", [st.session_state['defaults'].general.default_model], + st.session_state.defaults.general.default_model = st.selectbox("Default Model:", [st.session_state['defaults'].general.default_model], help="Select the model you want to use. If you have placed custom models \ on your 'models/custom' folder they will be shown here as well. \ The model name that will be shown here is the same as the name\ From 2f9cef38c50e89b2ae4a8fef670008215f472aa4 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 15:48:25 -0700 Subject: [PATCH 76/87] Fixed the page/layout being pushed up when expanders or other item expanded and then collapsed. --- frontend/css/streamlit.main.css | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/frontend/css/streamlit.main.css b/frontend/css/streamlit.main.css index bee1ee6..53f6f33 100644 --- a/frontend/css/streamlit.main.css +++ b/frontend/css/streamlit.main.css @@ -30,6 +30,7 @@ button[data-baseweb="tab"] { justify-content: center; } + /* Streamlit header */ .css-1avcm0n { background-color: transparent; @@ -135,6 +136,7 @@ div.gallery:hover { /******************************************************************** Hide anchor links on titles *********************************************************************/ +/* .css-15zrgzn { display: none } @@ -159,6 +161,7 @@ div.gallery:hover { .css-18e3th9{ padding-left: 10px; padding-right: 10px; + position: unset !important; /* Fixes the layout/page going up when an expander or another item is expanded and then collapsed */ } .css-k1vhr4{ padding-top: initial; @@ -168,4 +171,8 @@ div.gallery:hover { padding-right: 25px; gap: initial; display: initial; -} \ No newline at end of file +} + +.css-w5z5an{ + gap: 1px; +} From accc6f411e9b2a4ba7618fd6d57547bcfe66c578 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Thu, 20 Oct 2022 19:50:40 -0700 Subject: [PATCH 77/87] Changed the default Stable Diffusion model to runwayml/stable-diffusion-v1-5 --- configs/webui/webui_streamlit.yaml | 23 +++++++++------ scripts/ModelManager.py | 24 ++++++++++++---- scripts/img2img.py | 4 +-- scripts/sd_utils.py | 45 +++++++++++++++++++----------- scripts/txt2img.py | 4 +-- scripts/txt2vid.py | 13 +++++---- 6 files changed, 72 insertions(+), 41 deletions(-) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index 04ec435..1851ba4 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -19,15 +19,15 @@ # You may add overrides in a file named "userconfig_streamlit.yaml" in this folder, which can contain any subset # of the properties below. general: - version: 1.17.2 + version: 1.20.0 streamlit_telemetry: False default_theme: dark huggingface_token: '' gpu: 0 outdir: outputs - default_model: "Stable Diffusion v1.4" + default_model: "Stable Diffusion v1.5" default_model_config: "configs/stable-diffusion/v1-inference.yaml" - default_model_path: "models/ldm/stable-diffusion-v1/model.ckpt" + default_model_path: "models/ldm/stable-diffusion-v1/Stable Diffusion v1.5.ckpt" use_sd_concepts_library: True sd_concepts_library_folder: "models/custom/sd-concepts-library" GFPGAN_dir: "./models/gfpgan" @@ -131,8 +131,8 @@ txt2img: write_info_files: True txt2vid: - default_model: "CompVis/stable-diffusion-v1-4" - custom_models_list: ["CompVis/stable-diffusion-v1-4"] + default_model: "runwayml/stable-diffusion-v1-5" + custom_models_list: ["runwayml/stable-diffusion-v1-5", "CompVis/stable-diffusion-v1-4", "hakurei/waifu-diffusion"] prompt: width: value: 512 @@ -325,13 +325,18 @@ daisi_app: model_manager: models: stable_diffusion: - model_name: "Stable Diffusion v1.4" + model_name: "Stable Diffusion v1.5" save_location: "./models/ldm/stable-diffusion-v1" files: model_ckpt: + file_name: "Stable Diffusion v1.5.ckpt" + download_link: "https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt" + + old_model_ckpt: file_name: "model.ckpt" download_link: "https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media" + gfpgan: model_name: "GFPGAN" save_location: "./models/gfpgan" @@ -362,12 +367,12 @@ model_manager: waifu_diffusion: - model_name: "Waifu Diffusion v1.2" + model_name: "Waifu Diffusion v1.3" save_location: "./models/custom" files: waifu_diffusion: - file_name: "waifu-diffusion.ckpt" - download_link: "https://huggingface.co/crumb/pruned-waifu-diffusion/resolve/main/model-pruned.ckpt" + file_name: "Waifu-Diffusion-v1-3 Full ema.ckpt" + download_link: "https://huggingface.co/hakurei/waifu-diffusion-v1-3/resolve/main/wd-v1-3-full.ckpt" trinart_stable_diffusion: diff --git a/scripts/ModelManager.py b/scripts/ModelManager.py index 498aba1..6a49ea7 100644 --- a/scripts/ModelManager.py +++ b/scripts/ModelManager.py @@ -19,6 +19,8 @@ from sd_utils import * #other imports +from requests.auth import HTTPBasicAuth +from stqdm import stqdm # Temp imports @@ -33,10 +35,18 @@ def download_file(file_name, file_path, file_url): print('Downloading ' + file_name + '...') # TODO - add progress bar in streamlit # download file with `requests`` - with requests.get(file_url, stream=True) as r: + if file_name == "Stable Diffusion v1.5": + if "huggingface_token" not in st.session_state or st.session_state["defaults"].general.huggingface_token == "None": + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].error( + "You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token." + ) + raise OSError("You need a huggingface token in order to use the Text to Video tab. Use the Settings page from the sidebar on the left to add your token.") + + with requests.get(file_url, auth = HTTPBasicAuth('token', st.session_state.defaults.general.huggingface_token), stream=True) as r: r.raise_for_status() with open(os.path.join(file_path, file_name), 'wb') as f: - for chunk in r.iter_content(chunk_size=8192): + for chunk in stqdm(r.iter_content(chunk_size=8192), backend=True, unit="kb"): f.write(chunk) else: @@ -52,8 +62,8 @@ def download_model(models, model_name): def layout(): #search = st.text_input(label="Search", placeholder="Type the name of the model you want to search for.", help="") - colms = st.columns((1, 3, 5, 5)) - columns = ["β„–",'Model Name','Save Location','Download Link'] + colms = st.columns((1, 3, 3, 5, 5)) + columns = ["β„–", 'Model Name', 'Save Location', "Download", 'Download Link'] models = st.session_state["defaults"].model_manager.models @@ -62,7 +72,7 @@ def layout(): col.write(field_name) for x, model_name in enumerate(models): - col1, col2, col3, col4 = st.columns((1, 3, 4, 6)) + col1, col2, col3, col4, col5 = st.columns((1, 3, 3, 3, 6)) col1.write(x) # index col2.write(models[model_name]['model_name']) col3.write(models[model_name]['save_location']) @@ -92,4 +102,6 @@ def layout(): else: st.empty() else: - st.write('βœ…') \ No newline at end of file + st.write('βœ…') + + # diff --git a/scripts/img2img.py b/scripts/img2img.py index e4db93e..2292112 100644 --- a/scripts/img2img.py +++ b/scripts/img2img.py @@ -393,9 +393,9 @@ def layout(): help="Select the model you want to use. This option is only available if you have custom models \ on your 'models/custom' folder. The model name that will be shown here is the same as the name\ the file for the model has on said folder, it is recommended to give the .ckpt file a name that \ - will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") + will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.5") else: - st.session_state["custom_model"] = "Stable Diffusion v1.4" + st.session_state["custom_model"] = "Stable Diffusion v1.5" st.session_state["sampling_steps"] = st.number_input("Sampling Steps", value=st.session_state['defaults'].img2img.sampling_steps.value, diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 8e887fe..1b7bf63 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -267,7 +267,7 @@ def human_readable_size(size, decimal_places=3): def load_models(use_LDSR = False, LDSR_model='model', use_GFPGAN=False, GFPGAN_model='GFPGANv1.4', use_RealESRGAN=False, RealESRGAN_model="RealESRGAN_x4plus", - CustomModel_available=False, custom_model="Stable Diffusion v1.4"): + CustomModel_available=False, custom_model="Stable Diffusion v1.5"): """Load the different models. We also reuse the models that are already in memory to speed things up instead of loading them again. """ logger.info("Loading models.") @@ -437,22 +437,33 @@ def load_model_from_config(config, ckpt, verbose=False): logger.info(f"Loading model from {ckpt}") - pl_sd = torch.load(ckpt, map_location="cpu") - if "global_step" in pl_sd: - logger.info(f"Global Step: {pl_sd['global_step']}") - sd = pl_sd["state_dict"] - model = instantiate_from_config(config.model) - m, u = model.load_state_dict(sd, strict=False) - if len(m) > 0 and verbose: - logger.info("missing keys:") - logger.info(m) - if len(u) > 0 and verbose: - logger.info("unexpected keys:") - logger.info(u) + try: + pl_sd = torch.load(ckpt, map_location="cpu") + if "global_step" in pl_sd: + logger.info(f"Global Step: {pl_sd['global_step']}") + sd = pl_sd["state_dict"] + model = instantiate_from_config(config.model) + m, u = model.load_state_dict(sd, strict=False) + if len(m) > 0 and verbose: + logger.info("missing keys:") + logger.info(m) + if len(u) > 0 and verbose: + logger.info("unexpected keys:") + logger.info(u) + + model.cuda() + model.eval() + + return model + + except FileNotFoundError: + if "progress_bar_text" in st.session_state: + st.session_state["progress_bar_text"].error( + "You need to download the Stable Diffusion model in order to use the UI. Use the Model Manager page in order to download the model." + ) + + raise FileNotFoundError("You need to download the Stable Diffusion model in order to use the UI. Use the Model Manager page in order to download the model.") - model.cuda() - model.eval() - return model def load_sd_from_config(ckpt, verbose=False): @@ -1841,7 +1852,7 @@ def custom_models_available(): with server_state_lock["CustomModel_available"]: if len(server_state["custom_models"]) > 0: server_state["CustomModel_available"] = True - server_state["custom_models"].append("Stable Diffusion v1.4") + server_state["custom_models"].append("Stable Diffusion v1.5") else: server_state["CustomModel_available"] = False diff --git a/scripts/txt2img.py b/scripts/txt2img.py index 9e9dbc8..c755a9a 100644 --- a/scripts/txt2img.py +++ b/scripts/txt2img.py @@ -230,7 +230,7 @@ def stable_horde(outpath, prompt, seed, sampler_name, save_grid, batch_size, save_grid=save_grid, sort_samples=sampler_name, sampler_name=sampler_name, ddim_eta=ddim_eta, n_iter=n_iter, batch_size=batch_size, i=iter, save_individual_images=save_individual_images, - model_name="Stable Diffusion v1.4") + model_name="Stable Diffusion v1.5") output_images.append(img) @@ -488,7 +488,7 @@ def layout(): help="Select the model you want to use. This option is only available if you have custom models \ on your 'models/custom' folder. The model name that will be shown here is the same as the name\ the file for the model has on said folder, it is recommended to give the .ckpt file a name that \ - will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") + will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.5") st.session_state.sampling_steps = st.number_input("Sampling Steps", value=st.session_state.defaults.txt2img.sampling_steps.value, min_value=st.session_state.defaults.txt2img.sampling_steps.min_value, diff --git a/scripts/txt2vid.py b/scripts/txt2vid.py index 68e9a8a..b721980 100644 --- a/scripts/txt2vid.py +++ b/scripts/txt2vid.py @@ -251,6 +251,9 @@ def load_diffusers_model(weights_path,torch_device): if weights_path == "CompVis/stable-diffusion-v1-4": model_path = os.path.join("models", "diffusers", "stable-diffusion-v1-4") + if weights_path == "runwayml/stable-diffusion-v1-5": + model_path = os.path.join("models", "diffusers", "stable-diffusion-v1-5") + if not os.path.exists(model_path + "/model_index.json"): server_state["pipe"] = StableDiffusionPipeline.from_pretrained( weights_path, @@ -351,7 +354,7 @@ def txt2vid( eta:float = 0.0, width:int = 256, height:int = 256, - weights_path = "CompVis/stable-diffusion-v1-4", + weights_path = "runwayml/stable-diffusion-v1-5", scheduler="klms", # choices: default, ddim, klms disable_tqdm = False, #----------------------------------------------- @@ -376,7 +379,7 @@ def txt2vid( eta:float = 0.0, width:int = 256, height:int = 256, - weights_path = "CompVis/stable-diffusion-v1-4", + weights_path = "runwayml/stable-diffusion-v1-5", scheduler="klms", # choices: default, ddim, klms disable_tqdm = False, beta_start = 0.0001, @@ -734,13 +737,13 @@ def layout(): help="Select the model you want to use. This option is only available if you have custom models \ on your 'models/custom' folder. The model name that will be shown here is the same as the name\ the file for the model has on said folder, it is recommended to give the .ckpt file a name that \ - will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.4") + will make it easier for you to distinguish it from other models. Default: Stable Diffusion v1.5") else: - custom_model = "CompVis/stable-diffusion-v1-4" + custom_model = "runwayml/stable-diffusion-v1-5" #st.session_state["weights_path"] = custom_model #else: - #custom_model = "CompVis/stable-diffusion-v1-4" + #custom_model = "runwayml/stable-diffusion-v1-5" #st.session_state["weights_path"] = f"CompVis/{slugify(custom_model.lower())}" st.session_state.sampling_steps = st.number_input("Sampling Steps", value=st.session_state['defaults'].txt2vid.sampling_steps.value, From 3deec6ff1f3ce0225357d328f31f3ace27735630 Mon Sep 17 00:00:00 2001 From: Joshua Kimsey Date: Fri, 21 Oct 2022 00:48:54 -0400 Subject: [PATCH 78/87] Updated webui.sh to work with new v1.5 model files Program will no longer exit if it doesn't detect a generic `model.ckpt` in the old default tree. Will still warn that Gradio requires this though. --- webui.sh | 23 ++++------------------- 1 file changed, 4 insertions(+), 19 deletions(-) diff --git a/webui.sh b/webui.sh index 82580df..5bc51e7 100755 --- a/webui.sh +++ b/webui.sh @@ -1,4 +1,5 @@ #!/bin/bash -i + # This file is part of stable-diffusion-webui (https://github.com/sd-webui/stable-diffusion-webui/). # Copyright 2022 sd-webui team. @@ -85,22 +86,6 @@ conda_env_activation () { conda info | grep active } -# Check to see if the SD model already exists, if not then it creates it and prompts the user to add the SD AI models to the repo directory -sd_model_loading () { - if [ -f "$DIRECTORY/models/ldm/stable-diffusion-v1/model.ckpt" ]; then - printf "AI Model already in place. Continuing...\n\n" - else - printf "\n\n########## MOVE MODEL FILE ##########\n\n" - printf "Please download the 1.4 AI Model from Huggingface (or another source) and place it inside of the stable-diffusion-webui folder\n\n" - read -p "Once you have sd-v1-4.ckpt in the project root, Press Enter...\n\n" - - # Check to make sure checksum of models is the original one from HuggingFace and not a fake model set - printf "fe4efff1e174c627256e44ec2991ba279b3816e364b49f9be2abc0b3ff3f8556 sd-v1-4.ckpt" | sha256sum --check || exit 1 - mv sd-v1-4.ckpt $DIRECTORY/models/ldm/stable-diffusion-v1/model.ckpt - rm -r ./Models - fi -} - # Checks to see if the upscaling models exist in their correct locations. If they do not they will be downloaded as required post_processor_model_loading () { # Check to see if GFPGAN has been added yet, if not it will download it and place it in the proper directory @@ -180,9 +165,9 @@ start_initialization () { sd_model_loading post_processor_model_loading conda_env_activation - if [ ! -e "models/ldm/stable-diffusion-v1/model.ckpt" ]; then - echo "Your model file does not exist! Place it in 'models/ldm/stable-diffusion-v1' with the name 'model.ckpt'." - exit 1 + if [ ! -e "models/ldm/stable-diffusion-v1/*.ckpt" ]; then + echo "Your model file does not exist! Streamlit will handle this automatically, however Gradio still requires this file be placed manually. If you intend to use the Gradio interface, place it in 'models/ldm/stable-diffusion-v1' with the name 'model.ckpt'." + read -p "Once you have sd-v1-4.ckpt in the project root, if you are going to use Gradio, Press Enter...\n\n" fi launch_webui "$@" From 81e01d3463eb3d99fe89010dc0df194a7658fa10 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Fri, 21 Oct 2022 21:59:16 -0700 Subject: [PATCH 79/87] Removed the old 1.4 model from the list of models as it was breaking stuff and also wasting bandwidth as it was also being downloaded. --- configs/webui/webui_streamlit.yaml | 5 ----- 1 file changed, 5 deletions(-) diff --git a/configs/webui/webui_streamlit.yaml b/configs/webui/webui_streamlit.yaml index 1851ba4..73169a1 100644 --- a/configs/webui/webui_streamlit.yaml +++ b/configs/webui/webui_streamlit.yaml @@ -332,11 +332,6 @@ model_manager: file_name: "Stable Diffusion v1.5.ckpt" download_link: "https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt" - old_model_ckpt: - file_name: "model.ckpt" - download_link: "https://www.googleapis.com/storage/v1/b/aai-blog-files/o/sd-v1-4.ckpt?alt=media" - - gfpgan: model_name: "GFPGAN" save_location: "./models/gfpgan" From f85d465e9e076dd13e48e8d38ef8edf87a4079e2 Mon Sep 17 00:00:00 2001 From: ZeroCool940711 Date: Fri, 21 Oct 2022 22:05:46 -0700 Subject: [PATCH 80/87] Fixed fonts missing on some platforms. --- scripts/sd_utils.py | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/scripts/sd_utils.py b/scripts/sd_utils.py index 1b7bf63..94a7e01 100644 --- a/scripts/sd_utils.py +++ b/scripts/sd_utils.py @@ -1711,15 +1711,20 @@ def image_grid(imgs, batch_size, force_n_rows=None, captions=None): w, h = imgs[0].size grid = Image.new('RGB', size=(cols * w, rows * h), color='black') - fnt = get_font(30) + try: + fnt = get_font(30) + except Exception: + pass for i, img in enumerate(imgs): grid.paste(img, box=(i % cols * w, i // cols * h)) - if captions and i Date: Fri, 21 Oct 2022 22:15:32 -0700 Subject: [PATCH 81/87] Added Colab notebook to run the Streamlit version of the UI. --- Web_based_UI_for_Stable_Diffusion_colab.ipynb | 558 ++++++++++++++++++ 1 file changed, 558 insertions(+) create mode 100644 Web_based_UI_for_Stable_Diffusion_colab.ipynb diff --git a/Web_based_UI_for_Stable_Diffusion_colab.ipynb b/Web_based_UI_for_Stable_Diffusion_colab.ipynb new file mode 100644 index 0000000..887a836 --- /dev/null +++ b/Web_based_UI_for_Stable_Diffusion_colab.ipynb @@ -0,0 +1,558 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "private_outputs": true, + "provenance": [], + "collapsed_sections": [ + "5-Bx4AsEoPU-", + "WcZH9VE6JOCd", + "xMWVQOg0G1Pj" + ] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + }, + "accelerator": "GPU" + }, + "cells": [ + { + "cell_type": "markdown", + "source": [ + "# README" + ], + "metadata": { + "id": "5-Bx4AsEoPU-" + } + }, + { + "cell_type": "markdown", + "source": [ + "###
Web-based UI for Stable Diffusion
\n", + "\n", + "## Created by [sd-webui](https://github.com/sd-webui)\n", + "\n", + "## [Visit sd-webui's Discord Server](https://discord.gg/gyXNe4NySY) [![Discord Server](https://user-images.githubusercontent.com/5977640/190528254-9b5b4423-47ee-4f24-b4f9-fd13fba37518.png)](https://discord.gg/gyXNe4NySY)\n", + "\n", + "## Installation instructions for:\n", + "\n", + "- **[Windows](https://sd-webui.github.io/stable-diffusion-webui/docs/1.windows-installation.html)** \n", + "- **[Linux](https://sd-webui.github.io/stable-diffusion-webui/docs/2.linux-installation.html)**\n", + "\n", + "### Want to ask a question or request a feature?\n", + "\n", + "Come to our [Discord Server](https://discord.gg/gyXNe4NySY) or use [Discussions](https://github.com/sd-webui/stable-diffusion-webui/discussions).\n", + "\n", + "## Documentation\n", + "\n", + "[Documentation is located here](https://sd-webui.github.io/stable-diffusion-webui/)\n", + "\n", + "## Want to contribute?\n", + "\n", + "Check the [Contribution Guide](CONTRIBUTING.md)\n", + "\n", + "[sd-webui](https://github.com/sd-webui) main devs:\n", + "\n", + "* ![hlky's avatar](https://avatars.githubusercontent.com/u/106811348?s=40&v=4) [hlky](https://github.com/hlky)\n", + "* ![ZeroCool940711's avatar](https://avatars.githubusercontent.com/u/5977640?s=40&v=4)[ZeroCool940711](https://github.com/ZeroCool940711)\n", + "* ![codedealer's avatar](https://avatars.githubusercontent.com/u/4258136?s=40&v=4)[codedealer](https://github.com/codedealer)\n", + "\n", + "### Project Features:\n", + "\n", + "* Two great Web UI's to choose from: Streamlit or Gradio\n", + "\n", + "* No more manually typing parameters, now all you have to do is write your prompt and adjust sliders\n", + "\n", + "* Built-in image enhancers and upscalers, including GFPGAN and realESRGAN\n", + "\n", + "* Run additional upscaling models on CPU to save VRAM\n", + "\n", + "* Textual inversion πŸ”₯: [info](https://textual-inversion.github.io/) - requires enabling, see [here](https://github.com/hlky/sd-enable-textual-inversion), script works as usual without it enabled\n", + "\n", + "* Advanced img2img editor with Mask and crop capabilities\n", + "\n", + "* Mask painting πŸ–ŒοΈ: Powerful tool for re-generating only specific parts of an image you want to change (currently Gradio only)\n", + "\n", + "* More diffusion samplers πŸ”₯πŸ”₯: A great collection of samplers to use, including:\n", + " \n", + " - `k_euler` (Default)\n", + " - `k_lms`\n", + " - `k_euler_a`\n", + " - `k_dpm_2`\n", + " - `k_dpm_2_a`\n", + " - `k_heun`\n", + " - `PLMS`\n", + " - `DDIM`\n", + "\n", + "* Loopback ➿: Automatically feed the last generated sample back into img2img\n", + "\n", + "* Prompt Weighting πŸ‹οΈ: Adjust the strength of different terms in your prompt\n", + "\n", + "* Selectable GPU usage with `--gpu `\n", + "\n", + "* Memory Monitoring πŸ”₯: Shows VRAM usage and generation time after outputting\n", + "\n", + "* Word Seeds πŸ”₯: Use words instead of seed numbers\n", + "\n", + "* CFG: Classifier free guidance scale, a feature for fine-tuning your output\n", + "\n", + "* Automatic Launcher: Activate conda and run Stable Diffusion with a single command\n", + "\n", + "* Lighter on VRAM: 512x512 Text2Image & Image2Image tested working on 4GB\n", + "\n", + "* Prompt validation: If your prompt is too long, you will get a warning in the text output field\n", + "\n", + "* Copy-paste generation parameters: A text output provides generation parameters in an easy to copy-paste form for easy sharing.\n", + "\n", + "* Correct seeds for batches: If you use a seed of 1000 to generate two batches of two images each, four generated images will have seeds: `1000, 1001, 1002, 1003`.\n", + "\n", + "* Prompt matrix: Separate multiple prompts using the `|` character, and the system will produce an image for every combination of them.\n", + "\n", + "* Loopback for Image2Image: A checkbox for img2img allowing to automatically feed output image as input for the next batch. Equivalent to saving output image, and replacing input image with it.\n", + "\n", + "# Stable Diffusion Web UI\n", + "\n", + "A fully-integrated and easy way to work with Stable Diffusion right from a browser window.\n", + "\n", + "## Streamlit\n", + "\n", + "![](images/streamlit/streamlit-t2i.png)\n", + "\n", + "**Features:**\n", + "\n", + "- Clean UI with an easy to use design, with support for widescreen displays.\n", + "- Dynamic live preview of your generations\n", + "- Easily customizable presets right from the WebUI (Coming Soon!)\n", + "- An integrated gallery to show the generations for a prompt or session (Coming soon!)\n", + "- Better optimization VRAM usage optimization, less errors for bigger generations.\n", + "- Text2Video - Generate video clips from text prompts right from the WEb UI (WIP)\n", + "- Concepts Library - Run custom embeddings others have made via textual inversion.\n", + "- Actively being developed with new features being added and planned - Stay Tuned!\n", + "- Streamlit is now the new primary UI for the project moving forward.\n", + "- *Currently in active development and still missing some of the features present in the Gradio Interface.*\n", + "\n", + "Please see the [Streamlit Documentation](docs/4.streamlit-interface.md) to learn more.\n", + "\n", + "## Gradio\n", + "\n", + "![](images/gradio/gradio-t2i.png)\n", + "\n", + "**Features:**\n", + "\n", + "- Older UI design that is fully functional and feature complete.\n", + "- Has access to all upscaling models, including LSDR.\n", + "- Dynamic prompt entry automatically changes your generation settings based on `--params` in a prompt.\n", + "- Includes quick and easy ways to send generations to Image2Image or the Image Lab for upscaling.\n", + "- *Note, the Gradio interface is no longer being actively developed and is only receiving bug fixes.*\n", + "\n", + "Please see the [Gradio Documentation](docs/5.gradio-interface.md) to learn more.\n", + "\n", + "## Image Upscalers\n", + "\n", + "---\n", + "\n", + "### GFPGAN\n", + "\n", + "![](images/GFPGAN.png)\n", + "\n", + "Lets you improve faces in pictures using the GFPGAN model. There is a checkbox in every tab to use GFPGAN at 100%, and also a separate tab that just allows you to use GFPGAN on any picture, with a slider that controls how strong the effect is.\n", + "\n", + "If you want to use GFPGAN to improve generated faces, you need to install it separately.\n", + "Download [GFPGANv1.4.pth](https://github.com/TencentARC/GFPGAN/releases/download/v1.3.4/GFPGANv1.4.pth) and put it\n", + "into the `/stable-diffusion-webui/models/gfpgan` directory. \n", + "\n", + "### RealESRGAN\n", + "\n", + "![](images/RealESRGAN.png)\n", + "\n", + "Lets you double the resolution of generated images. There is a checkbox in every tab to use RealESRGAN, and you can choose between the regular upscaler and the anime version.\n", + "There is also a separate tab for using RealESRGAN on any picture.\n", + "\n", + "Download [RealESRGAN_x4plus.pth](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth) and [RealESRGAN_x4plus_anime_6B.pth](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth).\n", + "Put them into the `stable-diffusion-webui/models/realesrgan` directory. \n", + "\n", + "\n", + "\n", + "### LSDR\n", + "\n", + "Download **LDSR** [project.yaml](https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1) and [model last.cpkt](https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1). Rename last.ckpt to model.ckpt and place both under `stable-diffusion-webui/models/ldsr/`\n", + "\n", + "### GoBig, and GoLatent *(Currently on the Gradio version Only)*\n", + "\n", + "More powerful upscalers that uses a seperate Latent Diffusion model to more cleanly upscale images.\n", + "\n", + "\n", + "\n", + "Please see the [Image Enhancers Documentation](docs/6.image_enhancers.md) to learn more.\n", + "\n", + "-----\n", + "\n", + "### *Original Information From The Stable Diffusion Repo*\n", + "\n", + "# Stable Diffusion\n", + "\n", + "*Stable Diffusion was made possible thanks to a collaboration with [Stability AI](https://stability.ai/) and [Runway](https://runwayml.com/) and builds upon our previous work:*\n", + "\n", + "[**High-Resolution Image Synthesis with Latent Diffusion Models**](https://ommer-lab.com/research/latent-diffusion-models/)
\n", + "[Robin Rombach](https://github.com/rromb)\\*,\n", + "[Andreas Blattmann](https://github.com/ablattmann)\\*,\n", + "[Dominik Lorenz](https://github.com/qp-qp)\\,\n", + "[Patrick Esser](https://github.com/pesser),\n", + "[BjΓΆrn Ommer](https://hci.iwr.uni-heidelberg.de/Staff/bommer)
\n", + "\n", + "**CVPR '22 Oral**\n", + "\n", + "which is available on [GitHub](https://github.com/CompVis/latent-diffusion). PDF at [arXiv](https://arxiv.org/abs/2112.10752). Please also visit our [Project page](https://ommer-lab.com/research/latent-diffusion-models/).\n", + "\n", + "[Stable Diffusion](#stable-diffusion-v1) is a latent text-to-image diffusion\n", + "model.\n", + "Thanks to a generous compute donation from [Stability AI](https://stability.ai/) and support from [LAION](https://laion.ai/), we were able to train a Latent Diffusion Model on 512x512 images from a subset of the [LAION-5B](https://laion.ai/blog/laion-5b/) database. \n", + "Similar to Google's [Imagen](https://arxiv.org/abs/2205.11487), \n", + "this model uses a frozen CLIP ViT-L/14 text encoder to condition the model on text prompts.\n", + "With its 860M UNet and 123M text encoder, the model is relatively lightweight and runs on a GPU with at least 10GB VRAM.\n", + "See [this section](#stable-diffusion-v1) below and the [model card](https://huggingface.co/CompVis/stable-diffusion).\n", + "\n", + "## Stable Diffusion v1\n", + "\n", + "Stable Diffusion v1 refers to a specific configuration of the model\n", + "architecture that uses a downsampling-factor 8 autoencoder with an 860M UNet\n", + "and CLIP ViT-L/14 text encoder for the diffusion model. The model was pretrained on 256x256 images and \n", + "then finetuned on 512x512 images.\n", + "\n", + "*Note: Stable Diffusion v1 is a general text-to-image diffusion model and therefore mirrors biases and (mis-)conceptions that are present\n", + "in its training data. \n", + "Details on the training procedure and data, as well as the intended use of the model can be found in the corresponding [model card](https://huggingface.co/CompVis/stable-diffusion).\n", + "\n", + "## Comments\n", + "\n", + "- Our codebase for the diffusion models builds heavily on [OpenAI's ADM codebase](https://github.com/openai/guided-diffusion)\n", + " and [https://github.com/lucidrains/denoising-diffusion-pytorch](https://github.com/lucidrains/denoising-diffusion-pytorch). \n", + " Thanks for open-sourcing!\n", + "\n", + "- The implementation of the transformer encoder is from [x-transformers](https://github.com/lucidrains/x-transformers) by [lucidrains](https://github.com/lucidrains?tab=repositories). \n", + "\n", + "## BibTeX\n", + "\n", + "```\n", + "@misc{rombach2021highresolution,\n", + " title={High-Resolution Image Synthesis with Latent Diffusion Models}, \n", + " author={Robin Rombach and Andreas Blattmann and Dominik Lorenz and Patrick Esser and BjΓΆrn Ommer},\n", + " year={2021},\n", + " eprint={2112.10752},\n", + " archivePrefix={arXiv},\n", + " primaryClass={cs.CV}\n", + "}\n", + "\n", + "```" + ], + "metadata": { + "id": "z4kQYMPQn4d-" + } + }, + { + "cell_type": "markdown", + "source": [ + "# Utils" + ], + "metadata": { + "id": "IZjJSr-WPNxB" + } + }, + { + "cell_type": "code", + "metadata": { + "id": "yKFE49BHaWTb" + }, + "source": [ + "#@title <-- Press play on the music player to keep the tab alive, then you can continue with everything below (Uses only 13MB of data)\n", + "%%html\n", + "Press play on the music player to keep the tab alive, then start your generation below (Uses only 13MB of data)
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