mirror of
https://github.com/KoboldAI/KoboldAI-Client.git
synced 2025-06-05 21:59:24 +02:00
90bc99f0e5
Add convert script for making official.presets files from excel files maintained by LightSaveUs
970 lines
60 KiB
Python
970 lines
60 KiB
Python
import os, re, time, threading, json, pickle, base64, copy, tqdm, datetime
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from io import BytesIO
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from flask import has_request_context
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import socketio as socketio_client
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from collections import OrderedDict
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rely_clients = {}
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serverstarted = False
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port = 5000
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def clean_var_for_emit(value):
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if isinstance(value, KoboldStoryRegister) or isinstance(value, KoboldWorldInfo):
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return value.to_json()
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elif isinstance(value, set):
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return list(value)
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else:
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return value
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def process_variable_changes(socketio, classname, name, value, old_value, debug_message=None):
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if serverstarted and name != "serverstarted":
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if debug_message is not None:
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print("{} {}: {} changed from {} to {}".format(debug_message, classname, name, old_value, value))
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if value != old_value:
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#Special Case for KoboldStoryRegister
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if isinstance(value, KoboldStoryRegister):
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socketio.emit("reset_story", {}, broadcast=True, room="UI_2")
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socketio.emit("var_changed", {"classname": "actions", "name": "Action Count", "old_value": None, "value":value.action_count}, broadcast=True, room="UI_2")
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for i in range(len(value.actions)):
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socketio.emit("var_changed", {"classname": "actions", "name": "Selected Text", "old_value": None, "value": {"id": i, "text": value[i]}}, include_self=True, broadcast=True, room="UI_2")
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socketio.emit("var_changed", {"classname": "actions", "name": "Options", "old_value": None, "value": {"id": i, "options": value.actions[i]['Options']}}, include_self=True, broadcast=True, room="UI_2")
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socketio.emit("var_changed", {"classname": "actions", "name": "Selected Text Length", "old_value": None, "value": {"id": i, 'length': value.actions[i]['Selected Text Length']}}, include_self=True, broadcast=True, room="UI_2")
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elif isinstance(value, KoboldWorldInfo):
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value.send_to_ui()
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else:
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#If we got a variable change from a thread other than what the app is run it, eventlet seems to block and no further messages are sent. Instead, we'll rely the message to the app and have the main thread send it
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if not has_request_context():
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if threading.get_ident() in rely_clients:
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sio = rely_clients[threading.get_ident()]
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else:
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sio = socketio_client.Client()
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@sio.event
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def connect():
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pass
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sio.connect('ws://localhost:{}/?rely=true'.format(port))
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rely_clients[threading.get_ident()] = sio
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#release no longer used clients
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for thread in rely_clients:
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if thread not in [x.ident for x in threading.enumerate()]:
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del rely_clients[thread]
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sio.emit("relay", ["var_changed", {"classname": classname, "name": name, "old_value": clean_var_for_emit(old_value), "value": clean_var_for_emit(value)}, {"include_self":True, "broadcast":True, "room":"UI_2"}])
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else:
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socketio.emit("var_changed", {"classname": classname, "name": name, "old_value": clean_var_for_emit(old_value), "value": clean_var_for_emit(value)}, include_self=True, broadcast=True, room="UI_2")
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class koboldai_vars(object):
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def __init__(self, sessions_var, socketio):
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self._model_settings = model_settings(socketio)
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self._user_settings = user_settings(socketio)
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self._system_settings = system_settings(socketio)
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self._story_settings = {'default': story_settings(socketio)}
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self._sessions = sessions_var
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self.socketio = socketio
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def to_json(self, classname):
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if classname == 'story_settings':
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#if 'story' in self._sessions:
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# return self._story_settings[self._sessions['story']].to_json()
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#else:
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return self._story_settings['default'].to_json()
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return self.__dict__["_{}".format(classname)].to_json()
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def load_story(self, story_name, json_data):
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story_name = 'default'
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if story_name in self._story_settings:
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self._story_settings[story_name].socketio.emit("reset_story", {}, broadcast=True, room="UI_2")
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self._story_settings[story_name].from_json(json_data)
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else:
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self.create_story(story_name, json_data=json_data)
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def create_story(self, story_name, json_data=None):
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story_name = 'default'
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if story_name in self._story_settings:
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self._story_settings[story_name].reset()
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else:
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self._story_settings[story_name] = story_settings(self.socketio)
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if json_data is not None:
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self._story_settings[story_name].from_json(json_data)
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def story_list(self):
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return [x for x in self._story_settings]
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def send_to_ui(self):
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self._model_settings.send_to_ui()
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self._user_settings.send_to_ui()
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self._system_settings.send_to_ui()
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#if 'story' in self._sessions:
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# self._story_settings[self._sessions['story']].send_to_ui()
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#else:
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# self._story_settings['default'].send_to_ui()
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self._story_settings['default'].send_to_ui()
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def reset_model(self):
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self._model_settings.reset_for_model_load()
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def __setattr__(self, name, value):
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if name[0] == "_":
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super().__setattr__(name, value)
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if name[0] != "_":
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#Send it to the corrent _setting class
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if name in self._model_settings.__dict__:
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setattr(self._model_settings, name, value)
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elif name in self._user_settings.__dict__:
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setattr(self._user_settings, name, value)
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elif name in self._system_settings.__dict__:
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setattr(self._system_settings, name, value)
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#elif 'story' in self._sessions:
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# setattr(self._story_settings[self._sessions['story']], name, value)
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elif name == 'tokenizer':
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setattr(self._story_settings['default'].actions, name, value)
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setattr(self._story_settings['default'].worldinfo_v2, name, value)
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setattr(self._story_settings['default'], name, value)
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else:
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setattr(self._story_settings['default'], name, value)
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def __getattr__(self, name):
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if name in self.__dict__:
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return getattr(self, name)
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elif name in self._model_settings.__dict__:
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return getattr(self._model_settings, name)
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elif name in self._user_settings.__dict__:
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return getattr(self._user_settings, name)
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elif name in self._system_settings.__dict__:
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return getattr(self._system_settings, name)
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#elif 'story' in self._sessions:
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# return getattr(self._story_settings[self._sessions['story']], name)
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else:
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return getattr(self._story_settings['default'], name)
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class settings(object):
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def to_json(self):
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json_data = {'file_version': 2}
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for (name, value) in vars(self).items():
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if name not in self.no_save_variables:
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json_data[name] = value
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def to_base64(data):
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if isinstance(data, KoboldStoryRegister):
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return data.to_json()
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elif isinstance(data, KoboldWorldInfo):
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return data.to_json()
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output = BytesIO()
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pickle.dump(data, output)
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output.seek(0)
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return "base64:{}".format(base64.encodebytes(output.read()).decode())
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return json.dumps(json_data, default=to_base64)
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def from_json(self, data):
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if isinstance(data, str):
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json_data = json.loads(data)
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else:
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json_data = data
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for key, value in data.items():
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if key in self.__dict__:
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if isinstance(value, str):
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if value[:7] == 'base64:':
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value = pickle.loads(base64.b64decode(value[7:]))
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#Need to fix the data type of value to match the module
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if type(getattr(self, key)) == int:
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setattr(self, key, int(value))
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elif type(getattr(self, key)) == float:
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setattr(self, key, float(value))
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elif type(getattr(self, key)) == bool:
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setattr(self, key, bool(value))
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elif type(getattr(self, key)) == str:
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setattr(self, key, str(value))
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elif isinstance(getattr(self, key), KoboldStoryRegister):
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getattr(self, key).load_json(value)
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elif isinstance(getattr(self, key), KoboldWorldInfo):
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getattr(self, key).load_json(value)
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else:
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setattr(self, key, value)
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def send_to_ui(self):
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for (name, value) in vars(self).items():
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if name not in self.local_only_variables and name[0] != "_":
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try:
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process_variable_changes(self.socketio, self.__class__.__name__.replace("_settings", ""), name, value, None)
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except:
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print("{} is of type {} and I can't transmit".format(name, type(value)))
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raise
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class model_settings(settings):
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local_only_variables = ['badwordsids', 'apikey', 'tqdm', 'socketio', 'default_preset']
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no_save_variables = ['tqdm', 'socketio']
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settings_name = "model"
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def __init__(self, socketio):
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self.socketio = socketio
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self.reset_for_model_load()
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self.model = "" # Model ID string chosen at startup
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self.model_type = "" # Model Type (Automatically taken from the model config)
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self.modelconfig = {} # Raw contents of the model's config.json, or empty dictionary if none found
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self.custmodpth = "" # Filesystem location of custom model to run
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self.generated_tkns = 0 # If using a backend that supports Lua generation modifiers, how many tokens have already been generated, otherwise 0
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self.loaded_layers = 0 # Used in UI 2 to show model loading progress
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self.total_layers = 0 # Same as above
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self.total_download_chunks = 0 # tracks how much of the model has downloaded for the UI 2
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self.downloaded_chunks = 0 #as above
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self.tqdm = tqdm.tqdm(total=self.genamt, file=self.ignore_tqdm()) # tqdm agent for generating tokens. This will allow us to calculate the remaining time
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self.tqdm_progress = 0 # TQDP progress
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self.tqdm_rem_time = 0 # tqdm calculated reemaining time
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self.url = "https://api.inferkit.com/v1/models/standard/generate" # InferKit API URL
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self.oaiurl = "" # OpenAI API URL
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self.oaiengines = "https://api.openai.com/v1/engines"
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self.colaburl = "" # Ngrok url for Google Colab mode
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self.apikey = "" # API key to use for InferKit API calls
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self.oaiapikey = "" # API key to use for OpenAI API calls
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def reset_for_model_load(self):
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self.max_length = 2048 # Maximum number of tokens to submit per action
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self.ikmax = 3000 # Maximum number of characters to submit to InferKit
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self.genamt = 80 # Amount of text for each action to generate
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self.ikgen = 200 # Number of characters for InferKit to generate
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self.rep_pen = 1.1 # Default generator repetition_penalty
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self.rep_pen_slope = 0.7 # Default generator repetition penalty slope
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self.rep_pen_range = 1024 # Default generator repetition penalty range
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self.temp = 0.5 # Default generator temperature
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self.top_p = 0.9 # Default generator top_p
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self.top_k = 0 # Default generator top_k
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self.top_a = 0.0 # Default generator top-a
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self.tfs = 1.0 # Default generator tfs (tail-free sampling)
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self.typical = 1.0 # Default generator typical sampling threshold
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self.numseqs = 1 # Number of sequences to ask the generator to create
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self.badwordsids = []
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self.fp32_model = False # Whether or not the most recently loaded HF model was in fp32 format
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self.modeldim = -1 # Embedding dimension of your model (e.g. it's 4096 for GPT-J-6B and 2560 for GPT-Neo-2.7B)
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self.sampler_order = [0, 1, 2, 3, 4, 5]
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self.newlinemode = "n"
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self.lazy_load = True # Whether or not to use torch_lazy_loader.py for transformers models in order to reduce CPU memory usage
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self.revision = None
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self.presets = [] # Holder for presets
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self.selected_preset = ""
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self.uid_presets = []
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self.default_preset = {}
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#dummy class to eat the tqdm output
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class ignore_tqdm(object):
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def write(self, bar):
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pass
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def __setattr__(self, name, value):
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new_variable = name not in self.__dict__
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old_value = getattr(self, name, None)
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super().__setattr__(name, value)
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#Put variable change actions here
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#set preset values
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if name == 'selected_preset' and value != "":
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if int(value) in self.uid_presets:
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for preset_key, preset_value in self.uid_presets[int(value)].items():
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if preset_key in self.__dict__:
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if type(getattr(self, preset_key)) == int:
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preset_value = int(preset_value)
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elif type(getattr(self, preset_key)) == float:
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preset_value = float(preset_value)
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elif type(getattr(self, preset_key)) == bool:
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preset_value = bool(preset_value)
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elif type(getattr(self, preset_key)) == str:
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preset_value = str(preset_value)
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setattr(self, preset_key, preset_value)
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#Setup TQDP for token generation
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elif name == "generated_tkns" and 'tqdm' in self.__dict__:
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if value == 0:
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self.tqdm.reset(total=self.genamt)
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self.tqdm_progress = 0
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else:
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self.tqdm.update(1)
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self.tqdm_progress = int(float(self.generated_tkns)/float(self.genamt)*100)
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if self.tqdm.format_dict['rate'] is not None:
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self.tqdm_rem_time = str(datetime.timedelta(seconds=int(float(self.genamt-self.generated_tkns)/self.tqdm.format_dict['rate'])))
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#Setup TQDP for model loading
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elif name == "loaded_layers" and 'tqdm' in self.__dict__:
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if value == 0:
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self.tqdm.reset(total=self.total_layers)
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self.tqdm_progress = 0
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else:
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self.tqdm.update(1)
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self.tqdm_progress = int(float(self.loaded_layers)/float(self.total_layers)*100)
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if self.tqdm.format_dict['rate'] is not None:
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self.tqdm_rem_time = str(datetime.timedelta(seconds=int(float(self.total_layers-self.loaded_layers)/self.tqdm.format_dict['rate'])))
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#Setup TQDP for model downloading
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elif name == "downloaded_chunks" and 'tqdm' in self.__dict__:
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if value == 0:
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self.tqdm.reset(total=self.total_download_chunks)
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self.tqdm_progress = 0
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else:
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self.tqdm.update(value-old_value)
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self.tqdm_progress = round(float(self.downloaded_chunks)/float(self.total_download_chunks)*100, 1)
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if self.tqdm.format_dict['rate'] is not None:
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self.tqdm_rem_time = str(datetime.timedelta(seconds=int(float(self.total_download_chunks-self.downloaded_chunks)/self.tqdm.format_dict['rate'])))
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if name not in self.local_only_variables and name[0] != "_" and not new_variable:
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process_variable_changes(self.socketio, self.__class__.__name__.replace("_settings", ""), name, value, old_value)
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class story_settings(settings):
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local_only_variables = ['socketio', 'tokenizer']
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no_save_variables = ['socketio', 'tokenizer']
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settings_name = "story"
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def __init__(self, socketio, tokenizer=None):
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self.socketio = socketio
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self.tokenizer = tokenizer
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self.story_name = None # Title of the story
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self.lastact = "" # The last action received from the user
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self.submission = "" # Same as above, but after applying input formatting
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self.lastctx = "" # The last context submitted to the generator
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self.gamestarted = False # Whether the game has started (disables UI elements)
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self.gamesaved = True # Whether or not current game is saved
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self.prompt = "" # Prompt
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self.memory = "" # Text submitted to memory field
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self.authornote = "" # Text submitted to Author's Note field
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self.authornotetemplate = "[Author's note: <|>]" # Author's note template
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self.setauthornotetemplate = self.authornotetemplate # Saved author's note template in settings
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self.andepth = 3 # How far back in history to append author's note
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self.actions = KoboldStoryRegister(socketio, story_settings, tokenizer=tokenizer) # Actions submitted by user and AI
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self.actions_metadata = {} # List of dictonaries, one dictonary for every action that contains information about the action like alternative options.
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# Contains at least the same number of items as actions. Back action will remove an item from actions, but not actions_metadata
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# Dictonary keys are:
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# Selected Text: (text the user had selected. None when this is a newly generated action)
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# Alternative Generated Text: {Text, Pinned, Previous Selection, Edited}
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#
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self.worldinfo_v2 = KoboldWorldInfo(socketio, story_settings, tokenizer=self.tokenizer)
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self.worldinfo = [] # List of World Info key/value objects
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self.worldinfo_i = [] # List of World Info key/value objects sans uninitialized entries
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self.worldinfo_u = {} # Dictionary of World Info UID - key/value pairs
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self.wifolders_d = {} # Dictionary of World Info folder UID-info pairs
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self.wifolders_l = [] # List of World Info folder UIDs
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self.wifolders_u = {} # Dictionary of pairs of folder UID - list of WI UID
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self.lua_edited = set() # Set of chunk numbers that were edited from a Lua generation modifier
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self.lua_deleted = set() # Set of chunk numbers that were deleted from a Lua generation modifier
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self.deletewi = None # Temporary storage for UID to delete
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self.mode = "play" # Whether the interface is in play, memory, or edit mode
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self.editln = 0 # Which line was last selected in Edit Mode
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self.genseqs = [] # Temporary storage for generated sequences
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self.recentback = False # Whether Back button was recently used without Submitting or Retrying after
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self.recentrng = None # If a new random game was recently generated without Submitting after, this is the topic used (as a string), otherwise this is None
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self.recentrngm = None # If a new random game was recently generated without Submitting after, this is the memory used (as a string), otherwise this is None
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self.useprompt = False # Whether to send the full prompt with every submit action
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self.chatmode = False
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self.chatname = "You"
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self.adventure = False
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self.actionmode = 0
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self.dynamicscan = False
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self.recentedit = False
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self.notes = "" #Notes for the story. Does nothing but save
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def reset(self):
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self.__init__(self.socketio, tokenizer=self.tokenizer)
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def __setattr__(self, name, value):
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new_variable = name not in self.__dict__
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old_value = getattr(self, name, None)
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super().__setattr__(name, value)
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#Put variable change actions here
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if name not in self.local_only_variables and name[0] != "_" and not new_variable:
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process_variable_changes(self.socketio, self.__class__.__name__.replace("_settings", ""), name, value, old_value)
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#We want to automatically set gamesaved to false if something happens to the actions list (pins, redos, generations, text, etc)
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#To do that we need to give the actions list a copy of this data so it can set the gamesaved variable as needed
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if not new_variable and old_value != value:
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if name == 'actions':
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self.actions.story_settings = self
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#Recalc token length
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if name in ['authornote', 'memory' ,'prompt', 'tokenizer'] and self.tokenizer is not None:
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if name == 'tokenizer' and not new_variable:
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self.memory_length = len(self.tokenizer.encode(self.memory))
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self.prompt_length = len(self.tokenizer.encode(self.prompt))
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self.authornote_length = len(self.tokenizer.encode(self.authornotetemplate.replace("<|>", self.authornote)))
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elif name == 'authornote' or name == 'authornotetemplate':
|
|
self.authornote_length = len(self.tokenizer.encode(self.authornotetemplate.replace("<|>", self.authornote)))
|
|
elif name == 'memory':
|
|
self.memory_length = len(self.tokenizer.encode(self.memory))
|
|
elif name == 'prompt':
|
|
self.prompt_length = len(self.tokenizer.encode(self.prompt))
|
|
|
|
#Because we have seperate variables for action types, this syncs them
|
|
if name == 'actionmode':
|
|
if value == 0:
|
|
self.adventure = False
|
|
self.chatmode = False
|
|
elif value == 1:
|
|
self.adventure = True
|
|
self.chatmode = False
|
|
elif value == 2:
|
|
self.adventure = False
|
|
self.chatmode = True
|
|
elif name == 'adventure' and value == True:
|
|
self.chatmode = False
|
|
self.actionmode = 1
|
|
elif name == 'adventure' and value == False and self.chatmode == False:
|
|
self.actionmode = 0
|
|
elif name == 'chatmode' and value == True:
|
|
self.adventure = False
|
|
self.actionmode = 2
|
|
elif name == 'chatmode' and value == False and self.adventure == False:
|
|
self.actionmode = 0
|
|
|
|
class user_settings(settings):
|
|
local_only_variables = ['socketio']
|
|
no_save_variables = ['socketio']
|
|
settings_name = "user"
|
|
def __init__(self, socketio):
|
|
self.socketio = socketio
|
|
self.wirmvwhtsp = False # Whether to remove leading whitespace from WI entries
|
|
self.widepth = 3 # How many historical actions to scan for WI hits
|
|
self.formatoptns = {'frmttriminc': True, 'frmtrmblln': False, 'frmtrmspch': False, 'frmtadsnsp': False, 'singleline': False} # Container for state of formatting options
|
|
self.importnum = -1 # Selection on import popup list
|
|
self.importjs = {} # Temporary storage for import data
|
|
self.loadselect = "" # Temporary storage for story filename to load
|
|
self.spselect = "" # Temporary storage for soft prompt filename to load
|
|
self.svowname = "" # Filename that was flagged for overwrite confirm
|
|
self.saveow = False # Whether or not overwrite confirm has been displayed
|
|
self.autosave = False # Whether or not to automatically save after each action
|
|
self.laststory = None # Filename (without extension) of most recent story JSON file we loaded
|
|
self.sid = "" # session id for the socketio client (request.sid)
|
|
self.username = "Default User" # Displayed Username
|
|
self.nopromptgen = False
|
|
self.rngpersist = False
|
|
self.nogenmod = False
|
|
self.debug = False # If set to true, will send debug information to the client for display
|
|
|
|
|
|
def __setattr__(self, name, value):
|
|
new_variable = name not in self.__dict__
|
|
old_value = getattr(self, name, None)
|
|
super().__setattr__(name, value)
|
|
#Put variable change actions here
|
|
if name not in self.local_only_variables and name[0] != "_" and not new_variable:
|
|
process_variable_changes(self.socketio, self.__class__.__name__.replace("_settings", ""), name, value, old_value)
|
|
|
|
class system_settings(settings):
|
|
local_only_variables = ['socketio', 'lua_state', 'lua_logname', 'lua_koboldbridge', 'lua_kobold', 'lua_koboldcore', 'regex_sl', 'acregex_ai', 'acregex_ui', 'comregex_ai', 'comregex_ui', 'sp']
|
|
no_save_variables = ['socketio', 'lua_state', 'lua_logname', 'lua_koboldbridge', 'lua_kobold', 'lua_koboldcore', 'sp']
|
|
settings_name = "system"
|
|
def __init__(self, socketio):
|
|
self.socketio = socketio
|
|
self.noai = False # Runs the script without starting up the transformers pipeline
|
|
self.aibusy = False # Stops submissions while the AI is working
|
|
self.serverstarted = False # Whether or not the Flask server has started
|
|
self.lua_state = None # Lua state of the Lua scripting system
|
|
self.lua_koboldbridge = None # `koboldbridge` from bridge.lua
|
|
self.lua_kobold = None # `kobold` from` bridge.lua
|
|
self.lua_koboldcore = None # `koboldcore` from bridge.lua
|
|
self.lua_logname = ... # Name of previous userscript that logged to terminal
|
|
self.lua_running = False # Whether or not Lua is running (i.e. wasn't stopped due to an error)
|
|
self.abort = False # Whether or not generation was aborted by clicking on the submit button during generation
|
|
self.compiling = False # If using a TPU Colab, this will be set to True when the TPU backend starts compiling and then set to False again
|
|
self.checking = False # Whether or not we are actively checking to see if TPU backend is compiling or not
|
|
self.sp_changed = False # This gets set to True whenever a userscript changes the soft prompt so that check_for_sp_change() can alert the browser that the soft prompt has changed
|
|
self.spfilename = "" # Filename of soft prompt to load, or an empty string if not using a soft prompt
|
|
self.userscripts = [] # List of userscripts to load
|
|
self.last_userscripts = [] # List of previous userscript filenames from the previous time userscripts were send via usstatitems
|
|
self.corescript = "default.lua" # Filename of corescript to load
|
|
|
|
self.gpu_device = 0 # Which PyTorch device to use when using pure GPU generation
|
|
self.savedir = os.getcwd()+"\\stories"
|
|
self.hascuda = False # Whether torch has detected CUDA on the system
|
|
self.usegpu = False # Whether to launch pipeline with GPU support
|
|
self.spselect = "" # Temporary storage for soft prompt filename to load
|
|
self.spmeta = None # Metadata of current soft prompt, or None if not using a soft prompt
|
|
self.sp = None # Current soft prompt tensor (as a NumPy array)
|
|
self.sp_length = 0 # Length of current soft prompt in tokens, or 0 if not using a soft prompt
|
|
self.has_genmod = False # Whether or not at least one loaded Lua userscript has a generation modifier
|
|
self.breakmodel = False # For GPU users, whether to use both system RAM and VRAM to conserve VRAM while offering speedup compared to CPU-only
|
|
self.bmsupported = False # Whether the breakmodel option is supported (GPT-Neo/GPT-J/XGLM/OPT only, currently)
|
|
self.nobreakmodel = False # Something specifically requested Breakmodel to be disabled (For example a models config)
|
|
self.smandelete = False # Whether stories can be deleted from inside the browser
|
|
self.smanrename = False # Whether stories can be renamed from inside the browser
|
|
self.allowsp = False # Whether we are allowed to use soft prompts (by default enabled if we're using GPT-2, GPT-Neo or GPT-J)
|
|
self.regex_sl = re.compile(r'\n*(?<=.) *\n(.|\n)*') # Pattern for limiting the output to a single line
|
|
self.acregex_ai = re.compile(r'\n* *>(.|\n)*') # Pattern for matching adventure actions from the AI so we can remove them
|
|
self.acregex_ui = re.compile(r'^ *(>.*)$', re.MULTILINE) # Pattern for matching actions in the HTML-escaped story so we can apply colouring, etc (make sure to encase part to format in parentheses)
|
|
self.comregex_ai = re.compile(r'(?:\n<\|(?:.|\n)*?\|>(?=\n|$))|(?:<\|(?:.|\n)*?\|>\n?)') # Pattern for matching comments to remove them before sending them to the AI
|
|
self.comregex_ui = re.compile(r'(<\|(?:.|\n)*?\|>)') # Pattern for matching comments in the editor
|
|
self.host = False
|
|
self.flaskwebgui = False
|
|
self.welcome = False # Custom Welcome Text (False is default)
|
|
self.quiet = False # If set will suppress any story text from being printed to the console (will only be seen on the client web page)
|
|
self.use_colab_tpu = os.environ.get("COLAB_TPU_ADDR", "") != "" or os.environ.get("TPU_NAME", "") != "" # Whether or not we're in a Colab TPU instance or Kaggle TPU instance and are going to use the TPU rather than the CPU
|
|
self.aria2_port = 6799 #Specify the port on which aria2's RPC interface will be open if aria2 is installed (defaults to 6799)
|
|
|
|
|
|
def __setattr__(self, name, value):
|
|
new_variable = name not in self.__dict__
|
|
old_value = getattr(self, name, None)
|
|
super().__setattr__(name, value)
|
|
#Put variable change actions here
|
|
if name == 'serverstarted':
|
|
global serverstarted
|
|
serverstarted = value
|
|
if name not in self.local_only_variables and name[0] != "_" and not new_variable:
|
|
process_variable_changes(self.socketio, self.__class__.__name__.replace("_settings", ""), name, value, old_value)
|
|
|
|
class KoboldStoryRegister(object):
|
|
def __init__(self, socketio, story_settings, tokenizer=None, sequence=[]):
|
|
self.socketio = socketio
|
|
self.actions = {} #keys = "Selected Text", "Options", "Selected Text Length" with options being a dict with keys of "text", "Pinned", "Previous Selection", "Edited"
|
|
self.action_count = -1
|
|
self.tokenizer = tokenizer
|
|
self.story_settings = story_settings
|
|
for item in sequence:
|
|
self.append(item)
|
|
|
|
def reset(self, sequence=[]):
|
|
self.__init__(self.socketio, self.story_settings, sequence=sequence, tokenizer=self.tokenizer)
|
|
|
|
def __str__(self):
|
|
return "".join([x['Selected Text'] for ignore, x in sorted(self.actions.items())])
|
|
|
|
def __repr__(self):
|
|
return self.__str__()
|
|
|
|
def __iter__(self):
|
|
self.itter = -1
|
|
return self
|
|
|
|
def __next__(self):
|
|
self.itter += 1
|
|
if self.itter <= self.action_count:
|
|
return self.itter
|
|
else:
|
|
raise StopIteration
|
|
|
|
def __getitem__(self, i):
|
|
return self.actions[i]["Selected Text"]
|
|
|
|
def __setitem__(self, i, text):
|
|
if i in self.actions:
|
|
old_text = self.actions[i]["Selected Text"]
|
|
old_length = self.actions[i]["Selected Text Length"]
|
|
self.actions[i]["Selected Text"] = text
|
|
if "Options" in self.actions[i]:
|
|
for j in range(len(self.actions[i]["Options"])):
|
|
if self.actions[i]["Options"][j]["text"] == text:
|
|
del self.actions[i]["Options"][j]
|
|
if old_text != "":
|
|
self.actions[i]["Options"].append({"text": old_text, "Pinned": False, "Previous Selection": False, "Edited": True})
|
|
else:
|
|
old_text = None
|
|
self.actions[i] = {"Selected Text": text, "Options": []}
|
|
|
|
if self.tokenizer is not None:
|
|
self.actions[i]['Selected Text Length'] = len(self.tokenizer.encode(text))
|
|
else:
|
|
self.actions[i]['Selected Text Length'] = None
|
|
process_variable_changes(self.socketio, "actions", "Selected Text", {"id": i, "text": text}, {"id": i, "text": old_text})
|
|
process_variable_changes(self.socketio, "actions", 'Selected Text Length', {"id": i, 'length': self.actions[i]['Selected Text Length']}, {"id": i, 'length': old_length})
|
|
self.set_game_saved()
|
|
|
|
def __len__(self):
|
|
return self.action_count+1 if self.action_count >=0 else 0
|
|
|
|
def __reversed__(self):
|
|
return reversed(range(self.action_count+1))
|
|
|
|
def values(self):
|
|
return [self.actions[k]["Selected Text"] for k in self.actions]
|
|
|
|
def options(self, ui_version=2):
|
|
if ui_version == 1:
|
|
return [{"Selected Text": self.actions[k]["Selected Text"], "Alternative Text": self.actions[k]["Options"]} for k in self.actions]
|
|
else:
|
|
return [self.actions[k]["Options"] for k in self.actions]
|
|
|
|
def to_json(self):
|
|
return {"action_count": self.action_count, "actions": self.actions}
|
|
|
|
def load_json(self, json_data):
|
|
if type(json_data) == str:
|
|
import json
|
|
json_data = json.loads(json_data)
|
|
#JSON forces keys to be strings, so let's fix that
|
|
temp = {}
|
|
for item in json_data['actions']:
|
|
temp[int(item)] = json_data['actions'][item]
|
|
process_variable_changes(self.socketio, "actions", "Selected Text", {"id": int(item), "text": json_data['actions'][item]["Selected Text"]}, None)
|
|
if "Options" in json_data['actions'][item]:
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": int(item), "options": json_data['actions'][item]["Options"]}, None)
|
|
|
|
self.action_count = json_data['action_count']
|
|
self.actions = temp
|
|
self.set_game_saved()
|
|
self.recalc_token_length()
|
|
|
|
def append(self, text):
|
|
self.clear_unused_options()
|
|
self.action_count+=1
|
|
if self.action_count in self.actions:
|
|
self.actions[self.action_count]["Selected Text"] = text
|
|
if self.tokenizer is not None:
|
|
selected_text_length = len(self.tokenizer.encode(text))
|
|
else:
|
|
selected_text_length = 0
|
|
self.actions[self.action_count]["Selected Text Length"] = selected_text_length
|
|
for item in self.actions[self.action_count]["Options"]:
|
|
if item['text'] == text:
|
|
old_options = self.actions[self.action_count]["Options"]
|
|
del item
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": self.action_count, "options": self.actions[self.action_count]["Options"]}, {"id": self.action_count, "options": old_options})
|
|
|
|
else:
|
|
if self.tokenizer is not None:
|
|
selected_text_length = len(self.tokenizer.encode(text))
|
|
else:
|
|
selected_text_length = 0
|
|
|
|
self.actions[self.action_count] = {"Selected Text": text, "Selected Text Length": selected_text_length, "Options": []}
|
|
|
|
process_variable_changes(self.socketio, "actions", "Selected Text", {"id": self.action_count, "text": text}, None)
|
|
process_variable_changes(self.socketio, "actions", 'Selected Text Length', {"id": self.action_count, 'length': self.actions[self.action_count]['Selected Text Length']}, {"id": self.action_count, 'length': 0})
|
|
self.set_game_saved()
|
|
|
|
def append_options(self, option_list):
|
|
if self.action_count+1 in self.actions:
|
|
old_options = copy.deepcopy(self.actions[self.action_count+1]["Options"])
|
|
self.actions[self.action_count+1]['Options'].extend([{"text": x, "Pinned": False, "Previous Selection": False, "Edited": False} for x in option_list])
|
|
else:
|
|
old_options = None
|
|
self.actions[self.action_count+1] = {"Selected Text": "", "Selected Text Length": 0, "Options": [{"text": x, "Pinned": False, "Previous Selection": False, "Edited": False} for x in option_list]}
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": self.action_count+1, "options": self.actions[self.action_count+1]["Options"]}, {"id": self.action_count+1, "options": old_options})
|
|
self.set_game_saved()
|
|
|
|
def set_options(self, option_list, action_id):
|
|
if action_id not in self.actions:
|
|
self.action_id[action_id] = {"Selected Text": "", "Options": option_list}
|
|
else:
|
|
self.action_id[action_id]['Options'] = option_list
|
|
|
|
def clear_unused_options(self, pointer=None):
|
|
new_options = []
|
|
old_options = None
|
|
if pointer is None:
|
|
pointer = self.action_count+1
|
|
if pointer in self.actions:
|
|
old_options = copy.deepcopy(self.actions[pointer]["Options"])
|
|
self.actions[pointer]["Options"] = [x for x in self.actions[pointer]["Options"] if x["Pinned"] or x["Previous Selection"] or x["Edited"]]
|
|
new_options = self.actions[pointer]["Options"]
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": pointer, "options": new_options}, {"id": pointer, "options": old_options})
|
|
self.set_game_saved()
|
|
|
|
def set_pin(self, action_step, option_number):
|
|
if action_step in self.actions:
|
|
if option_number < len(self.actions[action_step]['Options']):
|
|
old_options = copy.deepcopy(self.actions[action_step]["Options"])
|
|
self.actions[action_step]['Options'][option_number]['Pinned'] = True
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": action_step, "options": self.actions[action_step]["Options"]}, {"id": action_step, "options": old_options})
|
|
self.set_game_saved()
|
|
|
|
def unset_pin(self, action_step, option_number):
|
|
if action_step in self.actions:
|
|
old_options = copy.deepcopy(self.actions[action_step]["Options"])
|
|
if option_number < len(self.actions[action_step]['Options']):
|
|
self.actions[action_step]['Options'][option_number]['Pinned'] = False
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": action_step, "options": self.actions[action_step]["Options"]}, {"id": action_step, "options": old_options})
|
|
self.set_game_saved()
|
|
|
|
def toggle_pin(self, action_step, option_number):
|
|
if action_step in self.actions:
|
|
old_options = copy.deepcopy(self.actions[action_step]["Options"])
|
|
if option_number < len(self.actions[action_step]['Options']):
|
|
self.actions[action_step]['Options'][option_number]['Pinned'] = not self.actions[action_step]['Options'][option_number]['Pinned']
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": action_step, "options": self.actions[action_step]["Options"]}, {"id": action_step, "options": old_options})
|
|
self.set_game_saved()
|
|
|
|
def use_option(self, option_number, action_step=None):
|
|
if action_step is None:
|
|
action_step = self.action_count+1
|
|
if action_step in self.actions:
|
|
old_options = copy.deepcopy(self.actions[action_step]["Options"])
|
|
old_text = self.actions[action_step]["Selected Text"]
|
|
old_length = self.actions[action_step]["Selected Text Length"]
|
|
if option_number < len(self.actions[action_step]['Options']):
|
|
self.actions[action_step]["Selected Text"] = self.actions[action_step]['Options'][option_number]['text']
|
|
if self.tokenizer is not None:
|
|
self.actions[action_step]['Selected Text Length'] = len(self.tokenizer.encode(self.actions[action_step]['Options'][option_number]['text']))
|
|
else:
|
|
self.actions[action_step]['Selected Text Length'] = None
|
|
del self.actions[action_step]['Options'][option_number]
|
|
#If this is the current spot in the story, advance
|
|
if action_step-1 == self.action_count:
|
|
self.action_count+=1
|
|
self.socketio.emit("var_changed", {"classname": "actions", "name": "Action Count", "old_value": None, "value":self.action_count}, broadcast=True, room="UI_2")
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": action_step, "options": self.actions[action_step]["Options"]}, {"id": action_step, "options": old_options})
|
|
process_variable_changes(self.socketio, "actions", "Selected Text", {"id": action_step, "text": self.actions[action_step]["Selected Text"]}, {"id": action_step, "Selected Text": old_text})
|
|
process_variable_changes(self.socketio, "actions", 'Selected Text Length', {"id": action_step, 'length': self.actions[action_step]["Selected Text Length"]}, {"id": action_step, 'length': old_length})
|
|
self.set_game_saved()
|
|
|
|
def delete_action(self, action_id):
|
|
if action_id in self.actions:
|
|
old_options = copy.deepcopy(self.actions[action_id]["Options"])
|
|
old_text = self.actions[action_id]["Selected Text"]
|
|
old_length = self.actions[action_id]["Selected Text Length"]
|
|
self.actions[action_id]["Options"].append({"text": self.actions[action_id]["Selected Text"], "Pinned": False, "Previous Selection": True, "Edited": False})
|
|
self.actions[action_id]["Selected Text"] = ""
|
|
self.actions[action_id]['Selected Text Length'] = 0
|
|
self.action_count -= 1
|
|
process_variable_changes(self.socketio, "actions", "Selected Text", {"id": action_id, "text": None}, {"id": action_id, "text": old_text})
|
|
process_variable_changes(self.socketio, "actions", 'Selected Text Length', {"id": action_id, 'length': 0}, {"id": action_id, 'length': old_length})
|
|
process_variable_changes(self.socketio, "actions", "Options", {"id": action_id, "options": self.actions[action_id]["Options"]}, {"id": action_id, "options": old_options})
|
|
self.set_game_saved()
|
|
|
|
def pop(self):
|
|
if self.action_count >= 0:
|
|
text = self.actions[self.action_count]['Selected Text']
|
|
length = self.actions[self.action_count]['Selected Text Length']
|
|
self.delete_action(self.action_count)
|
|
process_variable_changes(self.socketio, "actions", "Selected Text", {"id": self.action_count, "text": None}, {"id": self.action_count, "text": text})
|
|
process_variable_changes(self.socketio, "actions", 'Selected Text Length', {"id": self.action_count, 'length': 0}, {"id": self.action_count, 'length': length})
|
|
self.set_game_saved()
|
|
return text
|
|
else:
|
|
return None
|
|
|
|
def get_last_key(self):
|
|
return self.action_count
|
|
|
|
def get_current_options(self):
|
|
if self.action_count+1 in self.actions:
|
|
return self.actions[self.action_count+1]["Options"]
|
|
else:
|
|
return []
|
|
|
|
def get_current_options_no_edits(self, ui=2):
|
|
if ui==2:
|
|
if self.action_count+1 in self.actions:
|
|
return [x for x in self.actions[self.action_count+1]["Options"] if x["Edited"] == False and x['Previous Selection'] == False]
|
|
else:
|
|
return []
|
|
else:
|
|
if self.action_count+1 in self.actions:
|
|
return [[x['text'], "pinned" if x['Pinned'] else 'normal'] for x in self.actions[self.action_count+1]["Options"] if x["Edited"] == False and x['Previous Selection'] == False]
|
|
else:
|
|
return []
|
|
|
|
def get_redo_options(self):
|
|
if self.action_count+1 in self.actions:
|
|
return [x for x in self.actions[self.action_count+1]['Options'] if x['Pinned'] or x['Previous Selection']]
|
|
else:
|
|
return []
|
|
|
|
def set_game_saved(self):
|
|
if 'story_settings' in self.__dict__:
|
|
self.story_settings.gamesaved = False
|
|
|
|
def recalc_token_length(self):
|
|
if self.tokenizer is not None:
|
|
for key in self.actions:
|
|
self.actions[key]['Selected Text Length'] = len(self.tokenizer.encode(self.actions[key]['Selected Text']))
|
|
process_variable_changes(self.socketio, "actions", 'Selected Text Length', {"id": key, 'length': self.actions[key]['Selected Text Length']}, None)
|
|
else:
|
|
for key in self.actions:
|
|
self.actions[key]['Selected Text Length'] = None
|
|
|
|
|
|
def __setattr__(self, name, value):
|
|
new_variable = name not in self.__dict__
|
|
old_value = getattr(self, name, None)
|
|
super().__setattr__(name, value)
|
|
if name == 'action_count' and not new_variable:
|
|
process_variable_changes(self.socketio, "actions", "Action Count", value, old_value)
|
|
elif name == 'tokenizer' and not new_variable:
|
|
#We set the tokenizer, recalculate all of the item lengths
|
|
self.recalc_token_length()
|
|
|
|
class KoboldWorldInfo(object):
|
|
|
|
def __init__(self, socketio, story_settings, tokenizer=None):
|
|
self.socketio = socketio
|
|
self.tokenizer = tokenizer
|
|
self.world_info = {}
|
|
self.world_info_folder = OrderedDict()
|
|
self.world_info_folder['root'] = []
|
|
self.story_settings = story_settings
|
|
|
|
def reset(self):
|
|
self.__init__(self.socketio, self.story_settings, self.tokenizer)
|
|
|
|
def recalc_token_length(self):
|
|
if self.tokenizer is not None:
|
|
for uid in self.world_info:
|
|
self.world_info[uid]['token_length'] = len(self.tokenizer.encode(self.world_info[uid]['content']))
|
|
else:
|
|
for uid in self.world_info:
|
|
self.world_info[uid]['token_length'] = None
|
|
|
|
self.send_to_ui()
|
|
|
|
def add_folder(self, folder):
|
|
self.story_settings.gamesaved = False
|
|
if folder in self.world_info_folder:
|
|
i=0
|
|
while "{} {}".format(folder, i) in self.world_info_folder:
|
|
i+=1
|
|
folder = "{} {}".format(folder, i)
|
|
self.world_info_folder[folder] = []
|
|
|
|
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
|
|
|
|
def add_item_to_folder(self, uid, folder, before=None):
|
|
self.story_settings.gamesaved = False
|
|
if uid in self.world_info:
|
|
#fiirst we need to remove the item from whatever folder it's in
|
|
for temp in self.world_info_folder:
|
|
if uid in self.world_info_folder[temp]:
|
|
self.world_info_folder[temp].remove(uid)
|
|
#Now we add it to the folder list
|
|
if folder not in self.world_info_folder:
|
|
self.world_info_folder[folder] = []
|
|
if before is None:
|
|
self.world_info_folder[folder].append(uid)
|
|
else:
|
|
for i in range(len(self.world_info_folder[folder])):
|
|
if self.world_info_folder[folder][i] == before:
|
|
self.world_info_folder[folder].insert(i, uid)
|
|
break
|
|
|
|
#Finally, adjust the folder tag in the element
|
|
self.world_info[uid]['folder'] = folder
|
|
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
|
|
|
|
def add_item(self, title, key, keysecondary, folder, constant, content, comment):
|
|
self.story_settings.gamesaved = False
|
|
if len(self.world_info) == 0:
|
|
uid = 0
|
|
else:
|
|
uid = max(self.world_info)+1
|
|
if self.tokenizer is not None:
|
|
token_length = len(self.tokenizer.encode(content))
|
|
else:
|
|
token_length = None
|
|
if folder is None:
|
|
folder = "root"
|
|
|
|
if isinstance(key, str):
|
|
key = [x.strip() for x in key.split(",")]
|
|
if key == [""]:
|
|
key = []
|
|
if isinstance(keysecondary, str):
|
|
keysecondary = [x.strip() for x in keysecondary.split(",")]
|
|
if keysecondary == [""]:
|
|
keysecondary = []
|
|
|
|
try:
|
|
self.world_info[uid] = {"uid": uid,
|
|
"title": title,
|
|
"key": key,
|
|
"keysecondary": keysecondary,
|
|
"folder": folder,
|
|
"constant": constant,
|
|
"content": content,
|
|
"comment": comment,
|
|
"token_length": token_length,
|
|
"selective": len(keysecondary) > 0
|
|
}
|
|
except:
|
|
print("Error:")
|
|
print(key)
|
|
print(title)
|
|
raise
|
|
if folder not in self.world_info_folder:
|
|
self.world_info_folder[folder] = []
|
|
self.world_info_folder[folder].append(uid)
|
|
|
|
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
|
|
self.socketio.emit("world_info_entry", self.world_info[uid], broadcast=True, room="UI_2")
|
|
|
|
def edit_item(self, uid, title, key, keysecondary, folder, constant, content, comment, before=None):
|
|
self.story_settings.gamesaved = False
|
|
old_folder = self.world_info[uid]['folder']
|
|
#move the world info entry if the folder changed or if there is a new order requested
|
|
if old_folder != folder or before is not None:
|
|
self.add_item_to_folder(uid, folder, before=before)
|
|
if self.tokenizer is not None:
|
|
token_length = len(self.tokenizer.encode(content))
|
|
else:
|
|
token_length = None
|
|
if folder is None:
|
|
folder = "root"
|
|
|
|
self.world_info[uid] = {"uid": uid,
|
|
"title": title,
|
|
"key": key,
|
|
"keysecondary": keysecondary,
|
|
"folder": folder,
|
|
"constant": constant,
|
|
"content": content,
|
|
"comment": comment,
|
|
"token_length": token_length,
|
|
"selective": len(keysecondary) > 0
|
|
}
|
|
|
|
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
|
|
self.socketio.emit("world_info_entry", self.world_info[uid], broadcast=True, room="UI_2")
|
|
|
|
def delete(self, uid):
|
|
del self.world_info[uid]
|
|
for folder in self.world_info_folder:
|
|
if uid in self.world_info_folder[folder]:
|
|
self.world_info_folder[folder].remove(uid)
|
|
|
|
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
|
|
self.socketio.emit("delete_world_info_entry", uid, broadcast=True, room="UI_2")
|
|
|
|
def rename_folder(self, old_folder, folder):
|
|
self.story_settings.gamesaved = False
|
|
if folder in self.world_info_folder:
|
|
i=0
|
|
while "{} {}".format(folder, i) in self.world_info_folder:
|
|
i+=1
|
|
folder = "{} {}".format(folder, i)
|
|
|
|
self.world_info_folder[folder] = self.world_info_folder[old_folder]
|
|
#The folder dict is ordered and we want the new key to be in the same location as the last key. To do that we need to find all of the keys after old_folder
|
|
after_old = False
|
|
folder_order = [x for x in self.world_info_folder]
|
|
for check_folder in folder_order:
|
|
if check_folder == old_folder:
|
|
after_old = True
|
|
elif after_old and check_folder != folder:
|
|
self.world_info_folder.move_to_end(check_folder)
|
|
del self.world_info_folder[old_folder]
|
|
|
|
print(self.world_info_folder)
|
|
# Need to change the folder properties on each affected world info item
|
|
for uid in self.world_info:
|
|
if self.world_info[uid]['folder'] == old_folder:
|
|
self.world_info[uid]['folder'] = folder
|
|
|
|
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
|
|
|
|
def reorder(self, uid, before):
|
|
self.add_item_to_folder(uid, self.world_info[before]['folder'], before=before)
|
|
|
|
def send_to_ui(self):
|
|
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
|
|
for uid in self.world_info:
|
|
self.socketio.emit("world_info_entry", self.world_info[uid], broadcast=True, room="UI_2")
|
|
|
|
def to_json(self):
|
|
return {
|
|
"folders": {x: self.world_info_folder[x] for x in self.world_info_folder},
|
|
"entries": self.world_info
|
|
}
|
|
|
|
def load_json(self, data):
|
|
self.world_info = {int(x): data['entries'][x] for x in data['entries']}
|
|
self.world_info_folder = data['folders']
|
|
self.send_to_ui()
|
|
|
|
def __setattr__(self, name, value):
|
|
new_variable = name not in self.__dict__
|
|
super().__setattr__(name, value)
|
|
if name == 'tokenizer' and not new_variable:
|
|
#We set the tokenizer, recalculate all of the item lengths
|
|
self.recalc_token_length()
|
|
|
|
|
|
badwordsids_default = [[13460], [6880], [50256], [42496], [4613], [17414], [22039], [16410], [27], [29], [38430], [37922], [15913], [24618], [28725], [58], [47175], [36937], [26700], [12878], [16471], [37981], [5218], [29795], [13412], [45160], [3693], [49778], [4211], [20598], [36475], [33409], [44167], [32406], [29847], [29342], [42669], [685], [25787], [7359], [3784], [5320], [33994], [33490], [34516], [43734], [17635], [24293], [9959], [23785], [21737], [28401], [18161], [26358], [32509], [1279], [38155], [18189], [26894], [6927], [14610], [23834], [11037], [14631], [26933], [46904], [22330], [25915], [47934], [38214], [1875], [14692], [41832], [13163], [25970], [29565], [44926], [19841], [37250], [49029], [9609], [44438], [16791], [17816], [30109], [41888], [47527], [42924], [23984], [49074], [33717], [31161], [49082], [30138], [31175], [12240], [14804], [7131], [26076], [33250], [3556], [38381], [36338], [32756], [46581], [17912], [49146]] # Tokenized array of badwords used to prevent AI artifacting
|
|
badwordsids_neox = [[0], [1], [44162], [9502], [12520], [31841], [36320], [49824], [34417], [6038], [34494], [24815], [26635], [24345], [3455], [28905], [44270], [17278], [32666], [46880], [7086], [43189], [37322], [17778], [20879], [49821], [3138], [14490], [4681], [21391], [26786], [43134], [9336], [683], [48074], [41256], [19181], [29650], [28532], [36487], [45114], [46275], [16445], [15104], [11337], [1168], [5647], [29], [27482], [44965], [43782], [31011], [42944], [47389], [6334], [17548], [38329], [32044], [35487], [2239], [34761], [7444], [1084], [12399], [18990], [17636], [39083], [1184], [35830], [28365], [16731], [43467], [47744], [1138], [16079], [40116], [45564], [18297], [42368], [5456], [18022], [42696], [34476], [23505], [23741], [39334], [37944], [45382], [38709], [33440], [26077], [43600], [34418], [36033], [6660], [48167], [48471], [15775], [19884], [41533], [1008], [31053], [36692], [46576], [20095], [20629], [31759], [46410], [41000], [13488], [30952], [39258], [16160], [27655], [22367], [42767], [43736], [49694], [13811], [12004], [46768], [6257], [37471], [5264], [44153], [33805], [20977], [21083], [25416], [14277], [31096], [42041], [18331], [33376], [22372], [46294], [28379], [38475], [1656], [5204], [27075], [50001], [16616], [11396], [7748], [48744], [35402], [28120], [41512], [4207], [43144], [14767], [15640], [16595], [41305], [44479], [38958], [18474], [22734], [30522], [46267], [60], [13976], [31830], [48701], [39822], [9014], [21966], [31422], [28052], [34607], [2479], [3851], [32214], [44082], [45507], [3001], [34368], [34758], [13380], [38363], [4299], [46802], [30996], [12630], [49236], [7082], [8795], [5218], [44740], [9686], [9983], [45301], [27114], [40125], [1570], [26997], [544], [5290], [49193], [23781], [14193], [40000], [2947], [43781], [9102], [48064], [42274], [18772], [49384], [9884], [45635], [43521], [31258], [32056], [47686], [21760], [13143], [10148], [26119], [44308], [31379], [36399], [23983], [46694], [36134], [8562], [12977], [35117], [28591], [49021], [47093], [28653], [29013], [46468], [8605], [7254], [25896], [5032], [8168], [36893], [38270], [20499], [27501], [34419], [29547], [28571], [36586], [20871], [30537], [26842], [21375], [31148], [27618], [33094], [3291], [31789], [28391], [870], [9793], [41361], [47916], [27468], [43856], [8850], [35237], [15707], [47552], [2730], [41449], [45488], [3073], [49806], [21938], [24430], [22747], [20924], [46145], [20481], [20197], [8239], [28231], [17987], [42804], [47269], [29972], [49884], [21382], [46295], [36676], [34616], [3921], [26991], [27720], [46265], [654], [9855], [40354], [5291], [34904], [44342], [2470], [14598], [880], [19282], [2498], [24237], [21431], [16369], [8994], [44524], [45662], [13663], [37077], [1447], [37786], [30863], [42854], [1019], [20322], [4398], [12159], [44072], [48664], [31547], [18736], [9259], [31], [16354], [21810], [4357], [37982], [5064], [2033], [32871], [47446], [62], [22158], [37387], [8743], [47007], [17981], [11049], [4622], [37916], [36786], [35138], [29925], [14157], [18095], [27829], [1181], [22226], [5709], [4725], [30189], [37014], [1254], [11380], [42989], [696], [24576], [39487], [30119], [1092], [8088], [2194], [9899], [14412], [21828], [3725], [13544], [5180], [44679], [34398], [3891], [28739], [14219], [37594], [49550], [11326], [6904], [17266], [5749], [10174], [23405], [9955], [38271], [41018], [13011], [48392], [36784], [24254], [21687], [23734], [5413], [41447], [45472], [10122], [17555], [15830], [47384], [12084], [31350], [47940], [11661], [27988], [45443], [905], [49651], [16614], [34993], [6781], [30803], [35869], [8001], [41604], [28118], [46462], [46762], [16262], [17281], [5774], [10943], [5013], [18257], [6750], [4713], [3951], [11899], [38791], [16943], [37596], [9318], [18413], [40473], [13208], [16375]]
|
|
badwordsids_opt = [[44717], [46613], [48513], [49923], [50185], [48755], [8488], [43303], [49659], [48601], [49817], [45405], [48742], [49925], [47720], [11227], [48937], [48784], [50017], [42248], [49310], [48082], [49895], [50025], [49092], [49007], [8061], [44226], [0], [742], [28578], [15698], [49784], [46679], [39365], [49281], [49609], [48081], [48906], [46161], [48554], [49670], [48677], [49721], [49632], [48610], [48462], [47457], [10975], [46077], [28696], [48709], [43839], [49798], [49154], [48203], [49625], [48395], [50155], [47161], [49095], [48833], [49420], [49666], [48443], [22176], [49242], [48651], [49138], [49750], [40389], [48021], [21838], [49070], [45333], [40862], [1], [49915], [33525], [49858], [50254], [44403], [48992], [48872], [46117], [49853], [47567], [50206], [41552], [50068], [48999], [49703], [49940], [49329], [47620], [49868], [49962], [2], [44082], [50236], [31274], [50260], [47052], [42645], [49177], [17523], [48691], [49900], [49069], [49358], [48794], [47529], [46479], [48457], [646], [49910], [48077], [48935], [46386], [48902], [49151], [48759], [49803], [45587], [48392], [47789], [48654], [49836], [49230], [48188], [50264], [46844], [44690], [48505], [50161], [27779], [49995], [41833], [50154], [49097], [48520], [50018], [8174], [50084], [49366], [49526], [50193], [7479], [49982], [3]] |