mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
convert existing model display to column format
This commit is contained in:
Lincoln Stein
parent
7545e38655
commit
f299f40763
@ -7,6 +7,7 @@
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# Coauthor: Kevin Turner http://github.com/keturn
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#
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import argparse
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import curses
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import os
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import re
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import shutil
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@ -22,6 +23,7 @@ import npyscreen
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import requests
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from diffusers import AutoencoderKL
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from huggingface_hub import hf_hub_url
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from npyscreen import widget
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from omegaconf import OmegaConf
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from omegaconf.dictconfig import DictConfig
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from tqdm import tqdm
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@ -30,6 +32,7 @@ import invokeai.configs as configs
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from ldm.invoke.devices import choose_precision, choose_torch_device
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from ldm.invoke.generator.diffusers_pipeline import StableDiffusionGeneratorPipeline
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from ldm.invoke.globals import Globals, global_cache_dir, global_config_dir
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from ldm.invoke.config.widgets import MultiSelectColumns
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warnings.filterwarnings("ignore")
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import torch
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@ -84,37 +87,52 @@ class addModelsForm(npyscreen.FormMultiPageAction):
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self.starter_model_list = [
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x for x in list(self.initial_models.keys()) if x not in self.existing_models
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]
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self.installed_models=dict()
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super().__init__(parentApp, name)
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def create(self):
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starter_model_labels = [
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"%-30s %-50s" % (x, self.initial_models[x].description)
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for x in self.starter_model_list
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]
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window_height, window_width = curses.initscr().getmaxyx()
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starter_model_labels = self._get_starter_model_labels()
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recommended_models = [
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x
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for x in self.starter_model_list
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if self.initial_models[x].get("recommended", False)
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]
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previously_installed_models = [
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x for x in list(self.initial_models.keys()) if x in self.existing_models
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]
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previously_installed_models = sorted(
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[
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x for x in list(self.initial_models.keys()) if x in self.existing_models
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]
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)
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if len(previously_installed_models) > 0:
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title = self.add_widget_intelligent(
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npyscreen.TitleText,
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name="Currently installed starter models. Uncheck to delete:",
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editable=False,
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color="CONTROL",
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)
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self.nextrely -= 1
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columns = 3
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self.previously_installed_models = self.add_widget_intelligent(
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MultiSelectColumns,
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columns=columns,
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values=previously_installed_models,
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value=[x for x in range(0,len(previously_installed_models))],
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max_height=len(previously_installed_models)+1 // columns,
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slow_scroll=True,
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scroll_exit = True,
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)
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self.add_widget_intelligent(
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npyscreen.TitleText,
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name="This is a starter set of Stable Diffusion models from HuggingFace",
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name="Select from a starter set of Stable Diffusion models from HuggingFace:",
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editable=False,
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color="CONTROL",
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)
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self.add_widget_intelligent(
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npyscreen.FixedText,
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value="Select models to install:",
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editable=False,
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color="LABELBOLD",
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)
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self.nextrely -= 2
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self.add_widget_intelligent(npyscreen.FixedText, value="", editable=False),
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self.models_selected = self.add_widget_intelligent(
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npyscreen.MultiSelect,
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name="Install/Remove Models",
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name="Install Starter Models",
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values=starter_model_labels,
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value=[
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self.starter_model_list.index(x)
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@ -124,72 +142,80 @@ class addModelsForm(npyscreen.FormMultiPageAction):
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max_height=len(starter_model_labels) + 1,
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scroll_exit=True,
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)
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if len(previously_installed_models) > 0:
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title = self.add_widget_intelligent(
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npyscreen.TitleText,
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name=f"These starter models are already installed. Use the command-line or Web UIs to manage them:",
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editable=False,
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color="CONTROL",
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)
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y_origin = title.rely+1
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# use three columns
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col_cnt = 3
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col_width = max([len(x) for x in previously_installed_models])+2
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rows = ceil(len(previously_installed_models)/col_cnt)
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previously_installed_models = sorted(previously_installed_models)
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for i in range(0,len(previously_installed_models)):
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m = previously_installed_models[i]
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row = i % rows
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col = i // rows
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self.add_widget_intelligent(
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npyscreen.FixedText,
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value=m,
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editable=False,
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relx=col_cnt+col*col_width,
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rely=y_origin+row
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)
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self.nextrely += rows
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self.autoload_directory = self.add_widget_intelligent(
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npyscreen.TitleFilename,
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name='Import all .ckpt/.safetensors files from this directory (<tab> to autocomplete):',
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select_dir=True,
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must_exist=True,
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use_two_lines=False,
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begin_entry_at=81,
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value=os.path.expanduser('~'+'/'),
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scroll_exit=True,
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)
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self.autoload_onstartup = self.add_widget_intelligent(
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npyscreen.Checkbox,
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name='Scan this directory each time InvokeAI starts for new models to import.',
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value=False,
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scroll_exit=True,
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)
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self.nextrely += 1
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for line in [
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'Import checkpoint/safetensor models from the directory below.',
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'(Use <tab> to autocomplete)'
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]:
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self.add_widget_intelligent(
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npyscreen.TitleText,
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name='In the space below, you may cut and paste URLs, paths to .ckpt/.safetensor files, or HuggingFace diffusers repository names to import:',
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name=line,
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editable=False,
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color="CONTROL",
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)
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self.model_names = self.add_widget_intelligent(
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npyscreen.MultiLineEdit,
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max_width=75,
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max_height=16,
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scroll_exit=True,
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relx=18
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)
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self.autoload_onstartup = self.add_widget_intelligent(
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npyscreen.TitleSelectOne,
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name='Keep files in original format, or convert .ckpt/.safetensors into fast-loading diffusers models:',
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values=['Original format','Convert to diffusers format'],
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value=0,
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scroll_exit=True,
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self.nextrely -= 1
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self.autoload_directory = self.add_widget_intelligent(
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npyscreen.TitleFilename,
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name='Directory:',
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select_dir=True,
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must_exist=True,
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use_two_lines=False,
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value=os.path.expanduser('~'+'/'),
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scroll_exit=True,
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)
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self.autoload_onstartup = self.add_widget_intelligent(
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npyscreen.Checkbox,
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name='Scan this directory each time InvokeAI starts for new models to import.',
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value=False,
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scroll_exit=True,
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)
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self.nextrely += 1
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for line in [
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'In the space below, you may cut and paste URLs, paths to .ckpt/.safetensor files',
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'or HuggingFace diffusers repository names to import.',
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'(Use control-V or shift-control-V to paste):'
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]:
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self.add_widget_intelligent(
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npyscreen.TitleText,
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name=line,
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editable=False,
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color="CONTROL",
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)
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self.nextrely -= 1
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self.model_names = self.add_widget_intelligent(
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npyscreen.MultiLineEdit,
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max_width=75,
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max_height=8,
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scroll_exit=True,
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relx=3
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)
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self.autoload_onstartup = self.add_widget_intelligent(
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npyscreen.TitleSelectOne,
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name='Keep files in original format, or convert .ckpt/.safetensors into fast-loading diffusers models:',
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values=['Original format','Convert to diffusers format'],
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value=0,
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scroll_exit=True,
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)
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self.find_next_editable()
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# self.set_editing(self.models_selected)
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# self.display()
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# self.models_selected.editing=True
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# self.models_selected.edit()
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self.models_selected.editing = True
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def _get_starter_model_labels(self):
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window_height, window_width = curses.initscr().getmaxyx()
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label_width = 25
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checkbox_width = 4
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spacing_width = 2
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description_width = window_width - label_width - checkbox_width - spacing_width
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im = self.initial_models
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names = list(im.keys())
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descriptions = [im[x].description [0:description_width-3]+'...'
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if len(im[x].description) > description_width
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else im[x].description
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for x in im]
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return [
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f"%-{label_width}s %s" % (names[x], descriptions[x]) for x in range(0,len(im))
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]
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def on_ok(self):
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self.parentApp.setNextForm(None)
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@ -607,12 +633,23 @@ def main():
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try:
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select_and_download_models(opt)
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except AssertionError as e:
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print(str(e))
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sys.exit(-1)
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except KeyboardInterrupt:
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print("\nGoodbye! Come back soon.")
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except Exception as e:
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print(f'\nA problem occurred during initialization.\nThe error was: "{str(e)}"')
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print(traceback.format_exc())
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except (widget.NotEnoughSpaceForWidget, Exception) as e:
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if str(e).startswith("Height of 1 allocated"):
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print(
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"** Insufficient vertical space for the interface. Please make your window taller and try again"
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)
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elif str(e).startswith('addwstr'):
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print(
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'** Insufficient horizontal space for the interface. Please make your window wider and try again.'
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)
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else:
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print(f"** A layout error has occurred: {str(e)}")
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sys.exit(-1)
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# -------------------------------------
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if __name__ == "__main__":
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70
ldm/invoke/config/widgets.py
Normal file
70
ldm/invoke/config/widgets.py
Normal file
@ -0,0 +1,70 @@
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'''
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Widget class definitions used by model_select.py, merge_diffusers.py and textual_inversion.py
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'''
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import math
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import npyscreen
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import curses
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class FloatSlider(npyscreen.Slider):
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# this is supposed to adjust display precision, but doesn't
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def translate_value(self):
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stri = "%3.2f / %3.2f" % (self.value, self.out_of)
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l = (len(str(self.out_of))) * 2 + 4
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stri = stri.rjust(l)
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return stri
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class FloatTitleSlider(npyscreen.TitleText):
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_entry_type = FloatSlider
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class MultiSelectColumns(npyscreen.MultiSelect):
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def __init__(self, screen, columns: int=1, values: list=[], **keywords):
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self.columns = columns
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self.value_cnt = len(values)
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self.rows = math.ceil(self.value_cnt / self.columns)
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super().__init__(screen,values=values, **keywords)
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def make_contained_widgets(self):
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self._my_widgets = []
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column_width = self.width // self.columns
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for h in range(self.value_cnt):
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self._my_widgets.append(
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self._contained_widgets(self.parent,
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rely=self.rely + (h % self.rows) * self._contained_widget_height,
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relx=self.relx + (h // self.rows) * column_width,
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max_width=column_width,
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max_height=self.__class__._contained_widget_height,
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)
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)
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def set_up_handlers(self):
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super().set_up_handlers()
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self.handlers.update({
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curses.KEY_UP: self.h_cursor_line_left,
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curses.KEY_DOWN: self.h_cursor_line_right,
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}
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)
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def h_cursor_line_down(self, ch):
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self.cursor_line += self.rows
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if self.cursor_line >= len(self.values):
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if self.scroll_exit:
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self.cursor_line = len(self.values)-self.rows
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self.h_exit_down(ch)
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return True
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else:
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self.cursor_line -= self.rows
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return True
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def h_cursor_line_up(self, ch):
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self.cursor_line -= self.rows
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if self.cursor_line < 0:
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if self.scroll_exit:
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self.cursor_line = 0
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self.h_exit_up(ch)
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else:
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self.cursor_line = 0
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def h_cursor_line_left(self,ch):
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super().h_cursor_line_up(ch)
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def h_cursor_line_right(self,ch):
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super().h_cursor_line_down(ch)
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@ -20,6 +20,7 @@ from diffusers import logging as dlogging
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from npyscreen import widget
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from omegaconf import OmegaConf
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from ldm.invoke.config.widgets import FloatTitleSlider
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from ldm.invoke.globals import (Globals, global_cache_dir, global_config_file,
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global_models_dir, global_set_root)
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from ldm.invoke.model_manager import ModelManager
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@ -172,17 +173,6 @@ def _parse_args() -> Namespace:
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# ------------------------- GUI HERE -------------------------
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class FloatSlider(npyscreen.Slider):
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# this is supposed to adjust display precision, but doesn't
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def translate_value(self):
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stri = "%3.2f / %3.2f" % (self.value, self.out_of)
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l = (len(str(self.out_of))) * 2 + 4
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stri = stri.rjust(l)
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return stri
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class FloatTitleSlider(npyscreen.TitleText):
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_entry_type = FloatSlider
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class mergeModelsForm(npyscreen.FormMultiPageAction):
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interpolations = ["weighted_sum", "sigmoid", "inv_sigmoid", "add_difference"]
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