sd-model-organizer/scripts/model_organizer.py

270 lines
8.3 KiB
Python

from typing import Optional
import gradio as gr
import modules.scripts as scripts
from fastapi import FastAPI
from gradio import Blocks
from modules import script_callbacks
from modules import shared, sd_models, sd_vae, paths, ui_extra_networks
from modules.shared import OptionInfo
from scripts.mo.api import init_extension_api
from scripts.mo.data.init_storage import initialize_storage
from scripts.mo.environment import *
from scripts.mo.ui_main import main_ui_block
def _default_model_path() -> str:
if hasattr(shared.cmd_opts, 'ckpt_dir') and shared.cmd_opts.ckpt_dir:
return shared.cmd_opts.ckpt_dir
elif hasattr(sd_models, 'model_path') and sd_models.model_path:
return sd_models.model_path
else:
return os.path.join(paths.models_path, 'Stable-diffusion')
def _default_vae_path() -> str:
if hasattr(shared.cmd_opts, 'vae_dir') and shared.cmd_opts.vae_dir:
return shared.cmd_opts.vae_dir
elif hasattr(sd_vae, 'vae_path') and sd_vae.vae_path:
return sd_vae.vae_path
else:
return os.path.join(paths.models_path, 'VAE')
def _default_lora_path() -> str:
if hasattr(shared.cmd_opts, 'lora_dir') and shared.cmd_opts.lora_dir:
return shared.cmd_opts.lora_dir
else:
return os.path.join(paths.models_path, 'Lora')
def _default_hypernetworks_path() -> str:
if (
hasattr(shared.cmd_opts, 'hypernetwork_dir')
and shared.cmd_opts.hypernetwork_dir
):
return shared.cmd_opts.hypernetwork_dir
else:
return os.path.join(paths.models_path, 'hypernetworks')
def _default_lycoris_path() -> str:
if hasattr(shared.cmd_opts, 'lyco_dir') and shared.cmd_opts.lyco_dir:
return shared.cmd_opts.lyco_dir
else:
return os.path.join(paths.models_path, 'LyCORIS')
def _default_embeddings_path() -> str:
if hasattr(shared.cmd_opts, 'embeddings_dir') and shared.cmd_opts.embeddings_dir:
return shared.cmd_opts.embeddings_dir
else:
return os.path.join(paths.data_path, 'embeddings')
def _lycoris_path() -> str:
if hasattr(shared.opts, 'mo_lycoris_path') and shared.opts.mo_lycoris_path:
return shared.opts.mo_lycoris_path
else:
return _default_lycoris_path()
env.layout = (
lambda: shared.opts.mo_layout if hasattr(shared.opts, 'mo_layout') else LAYOUT_CARDS
)
env.card_width = (
lambda: shared.opts.mo_card_width
if hasattr(shared.opts, 'mo_card_width') and shared.opts.mo_card_width
else DEFAULT_CARD_WIDTH
)
env.card_height = (
lambda: shared.opts.mo_card_height
if hasattr(shared.opts, 'mo_card_height') and shared.opts.mo_card_height
else DEFAULT_CARD_HEIGHT
)
env.storage_type = (
lambda: shared.opts.mo_storage_type
if hasattr(shared.opts, 'mo_storage_type')
else STORAGE_SQLITE
)
env.download_preview = (
lambda: shared.opts.mo_download_preview
if hasattr(shared.opts, 'mo_download_preview')
else True
)
env.resize_preview = (
lambda: shared.opts.mo_resize_preview
if hasattr(shared.opts, "mo_resize_preview")
else True
)
env.nsfw_blur = (
lambda: shared.opts.mo_nsfw_blur
if hasattr(shared.opts, 'mo_nsfw_blur')
else True
)
env.prefill_pos_prompt = (
lambda: shared.opts.mo_prefill_pos_prompt
if hasattr(shared.opts, 'mo_prefill_pos_prompt')
else True
)
env.prefill_neg_prompt = (
lambda: shared.opts.mo_prefill_neg_prompt
if hasattr(shared.opts, 'mo_prefill_neg_prompt')
else True
)
env.autobind_file = (
lambda: shared.opts.mo_autobind_file
if hasattr(shared.opts, 'mo_autobind_file')
else True
)
env.api_key = (
lambda: shared.opts.mo_api_key
if hasattr(shared.opts, 'mo_api_key')
else ""
)
env.model_path = (
lambda: shared.opts.mo_model_path
if hasattr(shared.opts, 'mo_model_path') and shared.opts.mo_model_path
else _default_model_path()
)
env.vae_path = (
lambda: shared.opts.mo_vae_path
if hasattr(shared.opts, 'mo_vae_path') and shared.opts.mo_vae_path
else _default_vae_path()
)
env.lora_path = (
lambda: shared.opts.mo_lora_path
if hasattr(shared.opts, 'mo_lora_path') and shared.opts.mo_lora_path
else _default_lora_path()
)
env.hypernetworks_path = (
lambda: shared.opts.mo_hypernetworks_path
if hasattr(shared.opts, 'mo_hypernetworks_path')
and shared.opts.mo_hypernetworks_path
else _default_hypernetworks_path()
)
env.lycoris_path = _lycoris_path
env.embeddings_path = (
lambda: shared.opts.mo_embeddings_path
if hasattr(shared.opts, 'mo_embeddings_path') and shared.opts.mo_embeddings_path
else _default_embeddings_path()
)
env.is_debug_mode_enabled = (
lambda: hasattr(shared.cmd_opts, 'mo_debug') and shared.cmd_opts.mo_debug
)
env.script_dir = scripts.basedir()
env.theme = lambda: shared.cmd_opts.theme
def on_ui_settings():
opts = {
'mo_layout': OptionInfo(
LAYOUT_CARDS,
"Layout Type:",
gr.Radio,
{"choices": [LAYOUT_CARDS, LAYOUT_TABLE]},
),
'mo_card_width': OptionInfo(250, 'Card width (250 default value):'),
'mo_card_height': OptionInfo(350, 'Card height (350 default value):'),
'mo_storage_type': OptionInfo(
STORAGE_SQLITE,
"Storage Type:",
gr.Radio,
{"choices": [STORAGE_SQLITE, STORAGE_FIREBASE]},
),
'mo_download_preview': OptionInfo(True, 'Download Preview'),
'mo_resize_preview': OptionInfo(True, 'Resize Preview'),
'mo_nsfw_blur': OptionInfo(True, 'Blur NSFW Previews (models with "nsfw" tag)'),
'mo_prefill_pos_prompt': OptionInfo(True, 'When creating a record based on local file, automatically import the added positive prompts'),
'mo_prefill_neg_prompt': OptionInfo(True, 'When creating a record based on local file, automatically import the added negative prompts'),
'mo_autobind_file': OptionInfo(True, 'Automatically bind record to local file'),
'mo_api_key': OptionInfo("", "Civitai API Key. Create an API key under 'https://civitai.com/user/account' all the way at the bottom. Don't share the token!"),
}
dir_opts = {
'mo_model_path': OptionInfo(
'', f'Model directory (If empty uses default: {_default_model_path()}):'
),
'mo_vae_path': OptionInfo(
'', f'VAE directory (If empty uses default: {_default_vae_path()}) :'
),
'mo_lora_path': OptionInfo(
'', f'Lora directory (If empty uses default: {_default_lora_path()}):'
),
'mo_hypernetworks_path': OptionInfo(
'',
f'Hypernetworks directory (If empty uses default: '
f'{_default_hypernetworks_path()}):',
),
'mo_lycoris_path': OptionInfo(
'', f'LyCORIS directory (If empty uses default: {_default_lycoris_path()}):'
),
'mo_embeddings_path': OptionInfo(
'',
f'Embeddings directory (If empty uses default: '
f'{_default_embeddings_path()}):',
),
}
if (
hasattr(shared.cmd_opts, 'mo_show_dir_settings')
and shared.cmd_opts.mo_show_dir_settings
):
opts.update(dir_opts)
mo_options = shared.options_section(('mo', 'Model Organizer'), opts)
shared.options_templates.update(mo_options)
initialize_storage()
def on_ui_tabs():
# if env.is_debug_mode_enabled(): # TODO Remove these lines
# ui_extra_networks.allowed_dirs.add(
# '/Users/alexander/Downloads/sd-downloads/ckpt'
# )
# ui_extra_networks.allowed_dirs.add(
# '/Users/alexander/Downloads/sd-downloads/vae'
# )
# ui_extra_networks.allowed_dirs.add(
# '/Users/alexander/Downloads/sd-downloads/embeddings'
# )
# ui_extra_networks.allowed_dirs.add(
# '/Users/alexander/Downloads/sd-downloads/hypernetworks'
# )
# ui_extra_networks.allowed_dirs.add(
# '/Users/alexander/Downloads/sd-downloads/lora'
# )
# ui_extra_networks.allowed_dirs.add(
# '/Users/alexander/Downloads/sd-downloads/lyco'
# )
return ((main_ui_block(), "Model Organizer", "model_organizer"),)
def on_app_started(demo: Optional[Blocks], app: FastAPI):
init_extension_api(app)
script_callbacks.on_ui_settings(on_ui_settings)
script_callbacks.on_ui_tabs(on_ui_tabs)
script_callbacks.on_app_started(on_app_started)