Spaces:
Paused
Paused
import os | |
import network | |
import networks | |
from modules import shared, ui_extra_networks | |
from modules.ui_extra_networks import quote_js | |
from ui_edit_user_metadata import LoraUserMetadataEditor | |
class ExtraNetworksPageLora(ui_extra_networks.ExtraNetworksPage): | |
def __init__(self): | |
super().__init__('Lora') | |
def refresh(self): | |
networks.list_available_networks() | |
def create_item(self, name, index=None, enable_filter=True): | |
lora_on_disk = networks.available_networks.get(name) | |
path, ext = os.path.splitext(lora_on_disk.filename) | |
alias = lora_on_disk.get_alias() | |
item = { | |
"name": name, | |
"filename": lora_on_disk.filename, | |
"shorthash": lora_on_disk.shorthash, | |
"preview": self.find_preview(path), | |
"description": self.find_description(path), | |
"search_term": self.search_terms_from_path(lora_on_disk.filename) + " " + (lora_on_disk.hash or ""), | |
"local_preview": f"{path}.{shared.opts.samples_format}", | |
"metadata": lora_on_disk.metadata, | |
"sort_keys": {'default': index, **self.get_sort_keys(lora_on_disk.filename)}, | |
"sd_version": lora_on_disk.sd_version.name, | |
} | |
self.read_user_metadata(item) | |
activation_text = item["user_metadata"].get("activation text") | |
preferred_weight = item["user_metadata"].get("preferred weight", 0.0) | |
item["prompt"] = quote_js(f"<lora:{alias}:") + " + " + (str(preferred_weight) if preferred_weight else "opts.extra_networks_default_multiplier") + " + " + quote_js(">") | |
if activation_text: | |
item["prompt"] += " + " + quote_js(" " + activation_text) | |
sd_version = item["user_metadata"].get("sd version") | |
if sd_version in network.SdVersion.__members__: | |
item["sd_version"] = sd_version | |
sd_version = network.SdVersion[sd_version] | |
else: | |
sd_version = lora_on_disk.sd_version | |
if shared.opts.lora_show_all or not enable_filter: | |
pass | |
elif sd_version == network.SdVersion.Unknown: | |
model_version = network.SdVersion.SDXL if shared.sd_model.is_sdxl else network.SdVersion.SD2 if shared.sd_model.is_sd2 else network.SdVersion.SD1 | |
if model_version.name in shared.opts.lora_hide_unknown_for_versions: | |
return None | |
elif shared.sd_model.is_sdxl and sd_version != network.SdVersion.SDXL: | |
return None | |
elif shared.sd_model.is_sd2 and sd_version != network.SdVersion.SD2: | |
return None | |
elif shared.sd_model.is_sd1 and sd_version != network.SdVersion.SD1: | |
return None | |
return item | |
def list_items(self): | |
for index, name in enumerate(networks.available_networks): | |
item = self.create_item(name, index) | |
if item is not None: | |
yield item | |
def allowed_directories_for_previews(self): | |
return [shared.cmd_opts.lora_dir, shared.cmd_opts.lyco_dir_backcompat] | |
def create_user_metadata_editor(self, ui, tabname): | |
return LoraUserMetadataEditor(ui, tabname, self) | |