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KoboldAI-Client/koboldai_settings.py
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2022-10-14 13:20:52 -04:00

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from dataclasses import dataclass
import os, re, time, threading, json, pickle, base64, copy, tqdm, datetime, sys
from typing import Union
from io import BytesIO
from flask import has_request_context, session
from flask_socketio import SocketIO, join_room, leave_room
from collections import OrderedDict
import multiprocessing
from logger import logger
import eventlet
serverstarted = False
queue = None
multi_story = False
def clean_var_for_emit(value):
if isinstance(value, KoboldStoryRegister) or isinstance(value, KoboldWorldInfo):
return value.to_json()
elif isinstance(value, set):
return list(value)
elif isinstance(value, datetime.datetime):
return str(value)
else:
return value
def process_variable_changes(socketio, classname, name, value, old_value, debug_message=None):
global multi_story
if serverstarted and name != "serverstarted":
if debug_message is not None:
print("{} {}: {} changed from {} to {}".format(debug_message, classname, name, old_value, value))
if value != old_value:
#Get which room we'll send the messages to
if multi_story:
if classname != 'story':
room = 'UI_2'
else:
if has_request_context():
room = 'default' if 'story' not in session else session['story']
else:
logger.error("We tried to access the story register outside of an http context. Will not work in multi-story mode")
return
else:
room = "UI_2"
#logger.debug("sending data to room (multi_story={},classname={}): {}".format(multi_story, classname, room))
#Special Case for KoboldStoryRegister
if isinstance(value, KoboldStoryRegister):
#To speed up loading time we will only transmit the last 100 actions to the UI, then rely on scrolling triggers to load more as needed
if not has_request_context():
if queue is not None:
#logger.debug("Had to use queue")
queue.put(["var_changed", {"classname": "actions", "name": "Action Count", "old_value": None, "value":value.action_count}, {"broadcast":True, "room":room}])
data_to_send = []
for i in list(value.actions)[-100:]:
data_to_send.append({"id": i, "action": value.actions[i]})
queue.put(["var_changed", {"classname": "story", "name": "actions", "old_value": None, "value":data_to_send}, {"broadcast":True, "room":room}])
else:
if socketio is not None:
socketio.emit("var_changed", {"classname": "actions", "name": "Action Count", "old_value": None, "value":value.action_count}, broadcast=True, room=room)
data_to_send = []
for i in list(value.actions)[-100:]:
data_to_send.append({"id": i, "action": value.actions[i]})
if socketio is not None:
socketio.emit("var_changed", {"classname": "story", "name": "actions", "old_value": None, "value": data_to_send}, broadcast=True, room=room)
elif isinstance(value, KoboldWorldInfo):
value.send_to_ui()
else:
#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
if not has_request_context():
data = ["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":room}]
if queue is not None:
#logger.debug("Had to use queue")
queue.put(data)
else:
if socketio is not None:
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=room)
class koboldai_vars(object):
def __init__(self, socketio):
self._model_settings = model_settings(socketio, self)
self._user_settings = user_settings(socketio)
self._system_settings = system_settings(socketio, self)
self._story_settings = {'default': story_settings(socketio, self)}
self.socketio = socketio
self.tokenizer = None
def get_story_name(self):
global multi_story
if multi_story:
if has_request_context():
story = 'default' if 'story' not in session else session['story']
else:
logger.error("We tried to access the story register outside of an http context. Will not work in multi-story mode")
assert multi_story and has_request_context(), "Tried to access story data outside context in multi_story mode"
else:
story = "default"
return story
def to_json(self, classname):
if classname == 'story_settings':
return self._story_settings[self.get_story_name()].to_json()
# data = {}
# for story in self._story_settings:
# data[story] = json.loads(self._story_settings[story].to_json())
# return json.dumps(data)
return self.__dict__["_{}".format(classname)].to_json()
def load_story(self, story_name, json_data):
#Story name here is intended for multiple users on multiple stories. Now always uses default
#If we can figure out a way to get flask sessions into/through the lua bridge we could re-enable
global multi_story
original_story_name = story_name
if not multi_story:
story_name = 'default'
#Leave the old room and join the new one
logger.debug("Leaving room {}".format(session['story']))
leave_room(session['story'])
logger.debug("Joining room {}".format(story_name))
join_room(story_name)
session['story'] = story_name
logger.debug("Sending story reset")
self._story_settings[story_name].socketio.emit("reset_story", {}, broadcast=True, room=story_name)
if story_name in self._story_settings:
self._story_settings[story_name].no_save = True
self._story_settings[story_name].from_json(json_data)
logger.debug("Calcing AI text after load story")
ignore = self.calc_ai_text()
self._story_settings[story_name].no_save = False
else:
#self._story_settings[story_name].no_save = True
self.create_story(story_name, json_data=json_data)
logger.debug("Calcing AI text after create story")
ignore = self.calc_ai_text()
#self._story_settings[story_name].no_save = False
self._system_settings.story_loads[original_story_name] = datetime.datetime.now().strftime("%m/%d/%Y, %H:%M:%S")
with open("settings/system_settings.v2_settings", "w") as settings_file:
settings_file.write(self._system_settings.to_json())
def save_story(self):
logger.debug("Saving story from koboldai_vars.save_story()")
self._story_settings[self.get_story_name()].save_story()
def download_story(self):
return self._story_settings[self.get_story_name()].to_json()
def save_revision(self):
self._story_settings[self.get_story_name()].save_revision()
def create_story(self, story_name, json_data=None):
#Story name here is intended for multiple users on multiple stories. Now always uses default
#If we can figure out a way to get flask sessions into/through the lua bridge we could re-enable
#story_name = 'default'
if not multi_story:
story_name = 'default'
self._story_settings[story_name] = story_settings(self.socketio, self)
#self._story_settings[story_name].reset()
if json_data is not None:
self.load_story(story_name, json_data)
else:
#Leave the old room and join the new one
logger.debug("Leaving room {}".format(session['story']))
leave_room(session['story'])
logger.debug("Joining room {}".format(story_name))
join_room(story_name)
session['story'] = story_name
logger.debug("Sending story reset")
self._story_settings[story_name].socketio.emit("reset_story", {}, broadcast=True, room=story_name)
self._story_settings[story_name].send_to_ui()
session['story'] = story_name
def story_list(self):
return [x for x in self._story_settings]
def send_to_ui(self):
self._model_settings.send_to_ui()
self._user_settings.send_to_ui()
self._system_settings.send_to_ui()
self._story_settings[self.get_story_name()].send_to_ui()
def reset_model(self):
self._model_settings.reset_for_model_load()
def get_token_representation(self, text: Union[str, list, None]) -> list:
if not self.tokenizer or not text:
return []
if isinstance(text, str):
encoded = self.tokenizer.encode(text)
else:
encoded = text
# TODO: This might be ineffecient, should we cache some of this?
return [[token, self.tokenizer.decode(token)] for token in encoded]
def calc_ai_text(self, submitted_text="", return_text=False):
#start_time = time.time()
if self.alt_gen:
method = 2
else:
method = 1
context = []
token_budget = self.max_length - self.genamt
used_world_info = []
if self.tokenizer is None:
used_tokens = 99999999999999999999999
else:
used_tokens = 0 if self.sp_length is None else self.sp_length + len(self.tokenizer._koboldai_header)
text = ""
# TODO: We may want to replace the "text" variable with a list-type
# class of context blocks, the class having a __str__ function.
if self.sp_length > 0:
context.append({"type": "soft_prompt", "text": f"<{self.sp_length} tokens of Soft Prompt.>", "tokens": [-1] * self.sp_length})
# Header is never used?
# if koboldai_vars.model not in ("Colab", "API", "OAI") and self.tokenizer._koboldai_header:
# context.append({"type": "header", "text": f"{len(self.tokenizer._koboldai_header})
self.worldinfo_v2.reset_used_in_game()
#Add memory
memory_length = self.max_memory_length if self.memory_length > self.max_memory_length else self.memory_length
memory_text = self.memory
memory_encoded = None
if memory_length+used_tokens <= token_budget:
if self.tokenizer is not None and self.memory_length > self.max_memory_length:
memory_encoded = self.tokenizer.encode(self.memory)[-self.max_memory_length-1:]
memory_text = self.tokenizer.decode(memory_encoded)
if not memory_encoded and self.tokenizer:
memory_encoded = self.tokenizer.encode(memory_text)
context.append({"type": "memory", "text": memory_text, "tokens": self.get_token_representation(memory_encoded)})
text += memory_text
used_tokens += self.memory_length if self.memory_length <= self.max_memory_length else self.max_memory_length
#Add constant world info entries to memory
for wi in self.worldinfo_v2:
if wi['constant']:
if used_tokens+0 if 'token_length' not in wi else wi['token_length'] <= token_budget:
used_tokens+=0 if wi['token_length'] is None else wi['token_length']
used_world_info.append(wi['uid'])
self.worldinfo_v2.set_world_info_used(wi['uid'])
wi_text = wi['content']
context.append({
"type": "world_info",
"text": wi_text,
"tokens": self.get_token_representation(wi_text),
})
text += wi_text
used_tokens += wi['token_length']
action_text_split = self.actions.to_sentences(submitted_text=submitted_text)
#Add prompt lenght/text if we're set to always use prompt
if self.useprompt:
prompt_length = 0
prompt_text = ""
for item in action_text_split:
if -1 not in item[1]:
#We've finished going through our prompt. Stop
break
if self.tokenizer is None:
item_size = 0
else:
item_size = len(self.tokenizer.encode(item[0]))
if prompt_length + item_size < self.max_prompt_length:
prompt_length += item_size
item[3] = True
prompt_text += item[0]
if prompt_length + used_tokens < token_budget:
used_tokens += prompt_length
#Find World Info entries in prompt
for wi in self.worldinfo_v2:
if wi['uid'] not in used_world_info:
#Check to see if we have the keys/secondary keys in the text so far
match = False
for key in wi['key']:
if key in prompt_text:
match = True
break
if wi['selective'] and match:
match = False
for key in wi['keysecondary']:
if key in prompt_text:
match=True
break
if match:
if used_tokens+0 if 'token_length' not in wi else wi['token_length'] <= token_budget:
used_tokens+=0 if wi['token_length'] is None else wi['token_length']
used_world_info.append(wi['uid'])
wi_text = wi['content']
context.append({"type": "world_info", "text": wi_text, "tokens": self.get_token_representation(wi_text)})
text += wi_text
used_tokens += wi['token_length']
self.worldinfo_v2.set_world_info_used(wi['uid'])
#We'll add the prompt text AFTER we go through the game text as the world info needs to come first if we're in method 1 rather than method 2
self.prompt_in_ai = True
else:
self.prompt_in_ai = False
#remove author's notes token length (Add the text later)
used_tokens += self.authornote_length
#Start going through the actions backwards, adding it to the text if it fits and look for world info entries
game_text = ""
game_context = []
authors_note_final = self.authornotetemplate.replace("<|>", self.authornote)
used_all_tokens = False
for action in range(len(self.actions)):
self.actions.set_action_in_ai(action, used=False)
for i in range(len(action_text_split)-1, -1, -1):
if action_text_split[i][3] or action_text_split[i][1] == [-1]:
#We've hit an item we've already included or items that are only prompt. Stop
for action in action_text_split[i][1]:
if action >= 0:
self.actions.set_action_in_ai(action)
break
if len(action_text_split) - i - 1 == self.andepth and self.authornote != "":
game_text = "{}{}".format(authors_note_final, game_text)
game_context.insert(0, {"type": "authors_note", "text": authors_note_final, "tokens": self.get_token_representation(authors_note_final)})
encoded_action = [] if not self.tokenizer else self.tokenizer.encode(action_text_split[i][0])
length = len(encoded_action)
if length+used_tokens <= token_budget and not used_all_tokens:
used_tokens += length
selected_text = action_text_split[i][0]
action_text_split[i][3] = True
game_text = "{}{}".format(selected_text, game_text)
if action_text_split[i][1] == [self.actions.action_count+1]:
game_context.insert(0, {
"type": "submit",
"text": selected_text,
"tokens": self.get_token_representation(encoded_action),
"action_ids": action_text_split[i][1]
})
else:
game_context.insert(0, {
"type": "action",
"text": selected_text,
"tokens": self.get_token_representation(encoded_action),
"action_ids": action_text_split[i][1]
})
for action in action_text_split[i][1]:
if action >= 0:
self.actions.set_action_in_ai(action)
#Now we need to check for used world info entries
for wi in self.worldinfo_v2:
if wi['uid'] not in used_world_info:
#Check to see if we have the keys/secondary keys in the text so far
match = False
for key in wi['key']:
if key in selected_text:
match = True
break
if wi['selective'] and match:
match = False
for key in wi['keysecondary']:
if key in selected_text:
match=True
break
if method == 1:
if len(action_text_split) - i > self.widepth:
match = False
if match:
if used_tokens+0 if 'token_length' not in wi or wi['token_length'] is None else wi['token_length'] <= token_budget:
used_tokens+=0 if wi['token_length'] is None else wi['token_length']
used_world_info.append(wi['uid'])
wi_text = wi["content"]
encoded_wi = self.tokenizer.encode(wi_text)
if method == 1:
text = "{}{}".format(wi_text, game_text)
context.insert(0, {"type": "world_info", "text": wi_text, "tokens": self.get_token_representation(encoded_wi)})
else:
game_text = "{}{}".format(wi_text, game_text)
game_context.insert(0, {"type": "world_info", "text": wi_text, "tokens": self.get_token_representation(encoded_wi)})
used_tokens += wi['token_length']
self.worldinfo_v2.set_world_info_used(wi['uid'])
else:
used_all_tokens = True
break
#if we don't have enough actions to get to author's note depth then we just add it right before the game text
if len(action_text_split) < self.andepth and self.authornote != "":
game_text = "{}{}".format(authors_note_final, game_text)
game_context.insert(0, {"type": "authors_note", "text": authors_note_final, "tokens": self.get_token_representation(authors_note_final)})
if self.useprompt:
text += prompt_text
context.append({"type": "prompt", "text": prompt_text, "tokens": self.get_token_representation(prompt_text)})
elif not used_all_tokens:
prompt_length = 0
prompt_text = ""
for item in action_text_split:
if -1 not in item[1]:
#We've finished going through our prompt. Stop
break
if self.tokenizer is None:
item_size = 0
else:
item_size = len(self.tokenizer.encode(item[0]))
if prompt_length + item_size < self.max_prompt_length and not item[3]:
prompt_length += item_size
item[3] = True
prompt_text += item[0]
if prompt_length + used_tokens < token_budget:
used_tokens += prompt_length
#Find World Info entries in prompt
for wi in self.worldinfo_v2:
if wi['uid'] not in used_world_info:
#Check to see if we have the keys/secondary keys in the text so far
match = False
for key in wi['key']:
if key in prompt_text:
match = True
break
if wi['selective'] and match:
match = False
for key in wi['keysecondary']:
if key in prompt_text:
match=True
break
if match:
if used_tokens+0 if 'token_length' not in wi or wi['token_length'] is None else wi['token_length'] <= token_budget:
used_tokens+=0 if wi['token_length'] is None else wi['token_length']
used_world_info.append(wi['uid'])
wi_text = wi['content']
context.append({"type": "world_info", "text": wi_text, "tokens": self.get_token_representation(wi_text)})
text += wi_text
used_tokens += wi['token_length']
self.worldinfo_v2.set_world_info_used(wi['uid'])
text += prompt_text
context.append({"type": "prompt", "text": prompt_text, "tokens": self.get_token_representation(prompt_text)})
self.prompt_in_ai = True
else:
self.prompt_in_ai = False
else:
self.prompt_in_ai = False
text += game_text
context += game_context
if self.tokenizer is None:
tokens = []
else:
tokens = self.tokenizer.encode(text)
self.context = context
#logger.debug("Calc_AI_text: {}s".format(time.time()-start_time))
logger.debug("Token Budget: {}. Used Tokens: {}".format(token_budget, used_tokens))
if return_text:
return text
return tokens, used_tokens, used_tokens+self.genamt, used_world_info
def is_model_torch(self) -> bool:
if self.use_colab_tpu:
return False
if self.model in ["Colab", "API", "CLUSTER", "ReadOnly", "OAI"]:
return False
return True
def __setattr__(self, name, value):
if name[0] == "_" or name == "tokenizer":
super().__setattr__(name, value)
if name[0] != "_":
#Send it to the corrent _setting class
if name in self._model_settings.__dict__:
setattr(self._model_settings, name, value)
elif name in self._user_settings.__dict__:
setattr(self._user_settings, name, value)
elif name in self._system_settings.__dict__:
setattr(self._system_settings, name, value)
else:
setattr(self._story_settings[self.get_story_name()], name, value)
if name == 'tokenizer':
self._story_settings[self.get_story_name()].worldinfo_v2.recalc_token_length(None)
setattr(self._story_settings[self.get_story_name()], name, value)
def __getattr__(self, name):
if name in self.__dict__:
return getattr(self, name)
elif name in self._model_settings.__dict__:
return getattr(self._model_settings, name)
elif name in self._user_settings.__dict__:
return getattr(self._user_settings, name)
elif name in self._system_settings.__dict__:
return getattr(self._system_settings, name)
else:
return getattr(self._story_settings[self.get_story_name()], name)
class settings(object):
def to_json(self):
json_data = {'file_version': 2}
for (name, value) in vars(self).items():
if name not in self.no_save_variables and name[0] != "_":
json_data[name] = value
def to_base64(data):
if isinstance(data, KoboldStoryRegister):
return data.to_json()
elif isinstance(data, KoboldWorldInfo):
return data.to_json()
elif isinstance(data, datetime.datetime):
return str(data)
output = BytesIO()
pickle.dump(data, output)
output.seek(0)
return "base64:{}".format(base64.encodebytes(output.read()).decode())
return json.dumps(json_data, default=to_base64, indent="\t")
def from_json(self, data):
if isinstance(data, str):
json_data = json.loads(data)
else:
json_data = data
#since loading will trigger the autosave, we need to disable it
if 'no_save' in self.__dict__:
setattr(self, 'no_save', True)
for key, value in json_data.items():
start_time = time.time()
if key in self.__dict__ and key not in self.no_save_variables:
if key == 'sampler_order':
if(len(value) < 7):
value = [6] + value
if key == 'autosave':
autosave = value
if isinstance(value, str):
if value[:7] == 'base64:':
value = pickle.loads(base64.b64decode(value[7:]))
#Need to fix the data type of value to match the module
if type(getattr(self, key)) == int:
setattr(self, key, int(value))
elif type(getattr(self, key)) == float:
setattr(self, key, float(value))
elif type(getattr(self, key)) == bool:
setattr(self, key, bool(value))
elif type(getattr(self, key)) == str:
setattr(self, key, str(value))
elif isinstance(getattr(self, key), KoboldStoryRegister):
getattr(self, key).load_json(value)
elif isinstance(getattr(self, key), KoboldWorldInfo):
getattr(self, key).load_json(value)
else:
setattr(self, key, value)
logger.debug("Loading {} took {}s".format(key, time.time()- start_time))
if 'no_save' in self.__dict__:
setattr(self, 'no_save', False)
def send_to_ui(self):
for (name, value) in vars(self).items():
if name not in self.local_only_variables and name[0] != "_":
try:
process_variable_changes(self.socketio, self.__class__.__name__.replace("_settings", ""), name, value, None)
except:
print("{} is of type {} and I can't transmit".format(name, type(value)))
raise
class model_settings(settings):
local_only_variables = ['badwordsids', 'apikey', 'tqdm', 'socketio', 'default_preset', 'koboldai_vars']
no_save_variables = ['tqdm', 'tqdm_progress', 'tqdm_rem_time', 'socketio', 'modelconfig', 'custmodpth', 'generated_tkns',
'loaded_layers', 'total_layers', 'total_download_chunks', 'downloaded_chunks', 'presets', 'default_preset', 'koboldai_vars']
settings_name = "model"
def __init__(self, socketio, koboldai_vars):
self.socketio = socketio
self.reset_for_model_load()
self.model = "" # Model ID string chosen at startup
self.model_type = "" # Model Type (Automatically taken from the model config)
self.modelconfig = {} # Raw contents of the model's config.json, or empty dictionary if none found
self.custmodpth = "" # Filesystem location of custom model to run
self.generated_tkns = 0 # If using a backend that supports Lua generation modifiers, how many tokens have already been generated, otherwise 0
self.loaded_layers = 0 # Used in UI 2 to show model loading progress
self.total_layers = 0 # Same as above
self.total_download_chunks = 0 # tracks how much of the model has downloaded for the UI 2
self.downloaded_chunks = 0 #as above
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
self.tqdm_progress = 0 # TQDP progress
self.tqdm_rem_time = 0 # tqdm calculated reemaining time
self.url = "https://api.inferkit.com/v1/models/standard/generate" # InferKit API URL
self.oaiurl = "" # OpenAI API URL
self.oaiengines = "https://api.openai.com/v1/engines"
self.colaburl = "" # Ngrok url for Google Colab mode
self.apikey = "" # API key to use for InferKit API calls
self.oaiapikey = "" # API key to use for OpenAI API calls
self.configname = None
self.online_model = ''
self.welcome_default = "<img src='static/Welcome_Logo.png' style='max-width: 720px; width: 100%;'><br/>Please load a model from the left." # Custom Welcome Text
self.welcome = self.welcome_default
self.koboldai_vars = koboldai_vars
def reset_for_model_load(self):
self.max_length = 2048 # Maximum number of tokens to submit per action
self.ikmax = 3000 # Maximum number of characters to submit to InferKit
self.genamt = 80 # Amount of text for each action to generate
self.ikgen = 200 # Number of characters for InferKit to generate
self.rep_pen = 1.1 # Default generator repetition_penalty
self.rep_pen_slope = 0.7 # Default generator repetition penalty slope
self.rep_pen_range = 1024 # Default generator repetition penalty range
self.temp = 0.5 # Default generator temperature
self.top_p = 0.9 # Default generator top_p
self.top_k = 0 # Default generator top_k
self.top_a = 0.0 # Default generator top-a
self.tfs = 1.0 # Default generator tfs (tail-free sampling)
self.typical = 1.0 # Default generator typical sampling threshold
self.numseqs = 1 # Number of sequences to ask the generator to create
self.badwordsids = []
self.fp32_model = False # Whether or not the most recently loaded HF model was in fp32 format
self.modeldim = -1 # Embedding dimension of your model (e.g. it's 4096 for GPT-J-6B and 2560 for GPT-Neo-2.7B)
self.sampler_order = [6, 0, 1, 2, 3, 4, 5]
self.newlinemode = "n"
self.lazy_load = True # Whether or not to use torch_lazy_loader.py for transformers models in order to reduce CPU memory usage
self.revision = None
self.presets = [] # Holder for presets
self.selected_preset = ""
self.uid_presets = []
self.default_preset = {}
self.horde_wait_time = 0
self.horde_queue_position = 0
self.horde_queue_size = 0
#dummy class to eat the tqdm output
class ignore_tqdm(object):
def write(self, bar):
pass
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 not new_variable and (name == 'max_length' or name == 'genamt'):
ignore = self.koboldai_vars.calc_ai_text()
#set preset values
if name == 'selected_preset' and value != "":
if int(value) in self.uid_presets:
for preset_key, preset_value in self.uid_presets[int(value)].items():
if preset_key in self.__dict__:
if type(getattr(self, preset_key)) == int:
preset_value = int(preset_value)
elif type(getattr(self, preset_key)) == float:
preset_value = float(preset_value)
elif type(getattr(self, preset_key)) == bool:
preset_value = bool(preset_value)
elif type(getattr(self, preset_key)) == str:
preset_value = str(preset_value)
if preset_key == "sampler_order":
if 6 not in preset_value:
preset_value.insert(0, 6)
setattr(self, preset_key, preset_value)
#Setup TQDP for token generation
elif name == "generated_tkns" and 'tqdm' in self.__dict__:
if value == 0:
self.tqdm.reset(total=self.genamt)
self.tqdm_progress = 0
else:
self.tqdm.update(1)
self.tqdm_progress = int(float(self.generated_tkns)/float(self.genamt)*100)
if self.tqdm.format_dict['rate'] is not None:
self.tqdm_rem_time = str(datetime.timedelta(seconds=int(float(self.genamt-self.generated_tkns)/self.tqdm.format_dict['rate'])))
#Setup TQDP for model loading
elif name == "loaded_layers" and 'tqdm' in self.__dict__:
if value == 0:
self.tqdm.reset(total=self.total_layers)
self.tqdm_progress = 0
else:
self.tqdm.update(1)
self.tqdm_progress = int(float(self.loaded_layers)/float(self.total_layers)*100)
if self.tqdm.format_dict['rate'] is not None:
self.tqdm_rem_time = str(datetime.timedelta(seconds=int(float(self.total_layers-self.loaded_layers)/self.tqdm.format_dict['rate'])))
#Setup TQDP for model downloading
elif name == "total_download_chunks" and 'tqdm' in self.__dict__:
self.tqdm.reset(total=value)
self.tqdm_progress = 0
elif name == "downloaded_chunks" and 'tqdm' in self.__dict__:
if value == 0:
self.tqdm.reset(total=self.total_download_chunks)
self.tqdm_progress = 0
else:
self.tqdm.update(value-old_value)
if self.total_download_chunks is not None:
self.tqdm_progress = 0 if self.total_download_chunks==0 else round(float(self.downloaded_chunks)/float(self.total_download_chunks)*100, 1)
else:
self.tqdm_progress = 0
if self.tqdm.format_dict['rate'] is not None:
self.tqdm_rem_time = str(datetime.timedelta(seconds=int(float(self.total_download_chunks-self.downloaded_chunks)/self.tqdm.format_dict['rate'])))
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 story_settings(settings):
local_only_variables = ['socketio', 'tokenizer', 'koboldai_vars', 'no_save', 'revisions']
no_save_variables = ['socketio', 'tokenizer', 'koboldai_vars', 'context', 'no_save', 'prompt_in_ai', 'authornote_length', 'prompt_length', 'memory_length']
settings_name = "story"
def __init__(self, socketio, koboldai_vars, tokenizer=None):
self.socketio = socketio
self.tokenizer = tokenizer
self.koboldai_vars = koboldai_vars
self.story_name = "New Game" # Title of the story
self.lastact = "" # The last action received from the user
self.submission = "" # Same as above, but after applying input formatting
self.lastctx = "" # The last context submitted to the generator
self.gamestarted = False # Whether the game has started (disables UI elements)
self.gamesaved = True # Whether or not current game is saved
self.autosave = False # Whether or not to automatically save after each action
self.prompt = "" # Prompt
self.memory = "" # Text submitted to memory field
self.auto_memory = ""
self.authornote = "" # Text submitted to Author's Note field
self.authornotetemplate = "[Author's note: <|>]" # Author's note template
self.setauthornotetemplate = self.authornotetemplate # Saved author's note template in settings
self.andepth = 3 # How far back in history to append author's note
self.actions = KoboldStoryRegister(socketio, self, koboldai_vars, tokenizer=tokenizer) # Actions submitted by user and AI
self.actions_metadata = {} # List of dictonaries, one dictonary for every action that contains information about the action like alternative options.
# Contains at least the same number of items as actions. Back action will remove an item from actions, but not actions_metadata
# Dictonary keys are:
# Selected Text: (text the user had selected. None when this is a newly generated action)
# Alternative Generated Text: {Text, Pinned, Previous Selection, Edited}
#
self.worldinfo_v2 = KoboldWorldInfo(socketio, self, koboldai_vars, tokenizer=self.tokenizer)
self.worldinfo = [] # List of World Info key/value objects
self.worldinfo_i = [] # List of World Info key/value objects sans uninitialized entries
self.worldinfo_u = {} # Dictionary of World Info UID - key/value pairs
self.wifolders_d = {} # Dictionary of World Info folder UID-info pairs
self.wifolders_l = [] # List of World Info folder UIDs
self.wifolders_u = {} # Dictionary of pairs of folder UID - list of WI UID
self.lua_edited = set() # Set of chunk numbers that were edited from a Lua generation modifier
self.lua_deleted = set() # Set of chunk numbers that were deleted from a Lua generation modifier
self.deletewi = None # Temporary storage for UID to delete
self.mode = "play" # Whether the interface is in play, memory, or edit mode
self.editln = 0 # Which line was last selected in Edit Mode
self.genseqs = [] # Temporary storage for generated sequences
self.recentback = False # Whether Back button was recently used without Submitting or Retrying after
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
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
self.useprompt = False # Whether to send the full prompt with every submit action
self.chatmode = False
self.chatname = "You"
self.adventure = False
self.actionmode = 0
self.storymode = 0
self.dynamicscan = False
self.recentedit = False
self.notes = "" #Notes for the story. Does nothing but save
self.biases = {} # should look like {"phrase": [score, completion_threshold]}
self.story_id = int.from_bytes(os.urandom(16), 'little', signed=True) # this is a unique ID for the story. We'll use this to ensure when we save that we're saving the same story
self.memory_length = 0
self.prompt_length = 0
self.authornote_length = 0
self.max_memory_length = 512
self.max_prompt_length = 512
self.max_authornote_length = 512
self.prompt_in_ai = False
self.context = []
self.last_story_load = None
self.revisions = []
self.picture = "" #base64 of the image shown for the story
self.picture_prompt = "" #Prompt used to create picture
self.substitutions = [
{"target": "--", "substitution": "–", "enabled": False},
{"target": "---", "substitution": "—", "enabled": False},
{"target": "...", "substitution": "…", "enabled": False},
# {"target": "(c)", "substitution": "©", "enabled": False},
# {"target": "(r)", "substitution": "®", "enabled": False},
# {"target": "(tm)", "substitution": "™", "enabled": False},
]
#must be at bottom
self.no_save = False #Temporary disable save (doesn't save with the file)
def save_story(self):
if not self.no_save:
if self.prompt != "" or self.memory != "" or self.authornote != "" or len(self.actions) > 0 or len(self.worldinfo_v2) > 0:
logger.debug("Saving story from koboldai_vars.story_settings.save_story()")
logger.info("Saving")
save_name = self.story_name if self.story_name != "" else "untitled"
adder = ""
while True:
if os.path.exists("stories/{}{}_v2.json".format(save_name, adder)):
with open("stories/{}{}_v2.json".format(save_name, adder), "r") as f:
temp = json.load(f)
if 'story_id' in temp:
if self.story_id != temp['story_id']:
adder = 0 if adder == "" else adder+1
else:
break
else:
adder = 0 if adder == "" else adder+1
else:
break
with open("stories/{}{}_v2.json".format(save_name, adder), "w") as settings_file:
settings_file.write(self.to_json())
self.gamesaved = True
def save_revision(self):
game = json.loads(self.to_json())
del game['revisions']
self.revisions.append(game)
self.gamesaved = False
def reset(self):
self.no_save = True
self.socketio.emit("reset_story", {}, broadcast=True, room="UI_2")
self.__init__(self.socketio, self.koboldai_vars, tokenizer=self.tokenizer)
self.no_save = False
def sync_worldinfo_v1_to_v2(self):
new_world_info = KoboldWorldInfo(None, self, self.koboldai_vars, tokenizer=self.tokenizer)
for wi in self.worldinfo:
if wi['init'] == True:
new_world_info.add_item([x.strip() for x in wi["key"].split(",")][0],
wi["key"],
wi.get("keysecondary", ""),
"root" if wi["folder"] is None else self.wifolders_d[wi['folder']]['name'],
wi.get("constant", False),
wi["content"],
wi.get("comment", ""),
v1_uid=wi['uid'], sync=False)
new_world_info.socketio = self.socketio
self.worldinfo_v2 = new_world_info
def assign_world_info_to_actions(self, action_id=None, wuid=None):
if action_id is None or action_id not in self.actions.actions:
actions_to_check = self.actions.actions
else:
actions_to_check = {action_id: self.actions.actions[action_id]}
if wuid is None or wuid not in self.worldinfo_v2.world_info:
wi_to_check = self.worldinfo_v2.world_info
else:
wi_to_check = {wuid: self.worldinfo_v2.world_info[wuid]}
for action_id, action in actions_to_check.items():
for uid, wi in wi_to_check.items():
for key in sorted(wi['key'], key=len, reverse=True):
if key in action['Selected Text']:
self.actions.add_wi_to_action(action_id, key, wi['content'])
break
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 and old_value != value:
process_variable_changes(self.socketio, self.__class__.__name__.replace("_settings", ""), name, value, old_value)
#We want to automatically set gamesaved to false if something happens to the actions list (pins, redos, generations, text, etc)
#To do that we need to give the actions list a copy of this data so it can set the gamesaved variable as needed
#autosave action
if name == "gamesaved" and value == False and self.autosave:
logger.debug("Saving story from gamesaved change and on autosave")
self.save_story()
if not new_variable and old_value != value:
#Change game save state
if name in ['story_name', 'prompt', 'memory', 'authornote', 'authornotetemplate', 'andepth', 'chatname', 'actionmode', 'dynamicscan', 'notes', 'biases']:
self.gamesaved = False
if name == 'useprompt':
ignore = self.koboldai_vars.calc_ai_text()
elif name == 'actions':
self.actions.story_settings = self
logger.debug("Calcing AI text after setting actions")
ignore = self.koboldai_vars.calc_ai_text()
elif name == 'story_name':
#reset the story id if we change the name
self.story_id = int.from_bytes(os.urandom(16), 'little', signed=True)
#Recalc token length
elif name in ['authornote', 'memory' ,'prompt', 'tokenizer'] and self.tokenizer is not None:
if name == 'tokenizer' and not new_variable:
self.memory_length = len(self.tokenizer.encode(self.memory))
self.prompt_length = len(self.tokenizer.encode(self.prompt))
self.authornote_length = 0 if self.authornote=="" else len(self.tokenizer.encode(self.authornotetemplate.replace("<|>", self.authornote)))
ignore = self.koboldai_vars.calc_ai_text()
elif name == 'authornote':
self.authornote_length = 0 if value=="" else len(self.tokenizer.encode(self.authornotetemplate.replace("<|>", value)))
ignore = self.koboldai_vars.calc_ai_text()
elif name == 'authornotetemplate':
self.authornote_length = 0 if self.authornote=="" else len(self.tokenizer.encode(value.replace("<|>", self.authornote)))
ignore = self.koboldai_vars.calc_ai_text()
elif name == 'memory':
self.memory_length = len(self.tokenizer.encode(value))
ignore = self.koboldai_vars.calc_ai_text()
elif name == 'prompt':
self.prompt_length = len(self.tokenizer.encode(value))
ignore = self.koboldai_vars.calc_ai_text()
#Because we have seperate variables for action types, this syncs them
elif name == 'storymode':
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.storymode = 1
elif name == 'adventure' and value == False and self.chatmode == False:
self.storymode = 0
elif name == 'chatmode' and value == True:
self.adventure = False
self.storymode = 2
elif name == 'chatmode' and value == False and self.adventure == False:
self.storymode = 0
class user_settings(settings):
local_only_variables = ['socketio', 'importjs']
no_save_variables = ['socketio', 'importnum', 'importjs', 'loadselect', 'spselect', 'svowname', 'saveow', 'laststory', 'sid']
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.frmttriminc = True
self.frmtrmblln = False
self.frmtrmspch = False
self.frmtadsnsp = False
self.singleline = False
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.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
self.output_streaming = True
self.show_probs = False # Whether or not to show token probabilities
self.beep_on_complete = False
self.img_gen_priority = 1
self.show_budget = False
self.cluster_requested_models = [] # The models which we allow to generate during cluster mode
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', '_horde_pid', 'inference_config', 'image_pipeline', 'summarizer', 'summary_tokenizer']
no_save_variables = ['socketio', 'lua_state', 'lua_logname', 'lua_koboldbridge', 'lua_kobold', 'lua_koboldcore', 'sp', '_horde_pid', 'horde_share', 'aibusy', 'serverstarted', 'inference_config', 'image_pipeline', 'summarizer', 'summary_tokenizer', 'use_colab_tpu', 'noai', '']
settings_name = "system"
def __init__(self, socketio, koboldai_var):
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.splist = []
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.spname = "Not in Use" # Name of the 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'^ *(&gt;.*)$', re.MULTILINE) # Pattern for matching actions in the HTML-escaped story so we can apply colouring, etc (make sure to encase part to format in parentheses)
self.comregex_ai = re.compile(r'(?:\n<\|(?:.|\n)*?\|>(?=\n|$))|(?:<\|(?:.|\n)*?\|>\n?)') # Pattern for matching comments to remove them before sending them to the AI
self.comregex_ui = re.compile(r'(&lt;\|(?:.|\n)*?\|&gt;)') # Pattern for matching comments in the editor
self.host = False
self.flaskwebgui = False
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)
self.standalone = False
self.api_tokenizer_id = None
self.disable_set_aibusy = False
self.disable_input_formatting = False
self.disable_output_formatting = False
self.full_determinism = False # Whether or not full determinism is enabled
self.seed_specified = False # Whether or not the current RNG seed was specified by the user (in their settings file)
self.seed = None # The current RNG seed (as an int), or None if unknown
self.alt_gen = False # Use the calc_ai_text method for generating text to go to the AI
self.theme_list = [".".join(f.split(".")[:-1]) for f in os.listdir("./themes") if os.path.isfile(os.path.join("./themes", f))]
self.cloudflare_link = ""
self.story_loads = {} #dict of when each story was last loaded
self.standalone = False
self.disable_set_aibusy = False
self.disable_input_formatting = False
self.disable_output_formatting = False
self.api_tokenizer_id = None
self.port = 5000
try:
import google.colab
self.on_colab = True
except:
self.on_colab = False
pass
print("Colab Check: {}".format(self.on_colab))
self.horde_share = False
self._horde_pid = None
self.sh_apikey = "" # API key to use for txt2img from the Stable Horde.
self.generating_image = False #The current status of image generation
self.image_pipeline = None
self.summarizer = None
self.summary_tokenizer = None
self.keep_img_gen_in_memory = False
self.cookies = {} #cookies for colab since colab's URL changes, cookies are lost
self.experimental_features = False
@dataclass
class _inference_config:
do_streaming: bool = False
do_dynamic_wi: bool = False
# Genamt stopping is mostly tied to Dynamic WI
stop_at_genamt: bool = False
do_core: bool = True
self.inference_config = _inference_config()
self._koboldai_var = koboldai_var
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)
#if name == "aibusy" and value == False and self.abort == True:
# koboldai_vars.abort = False
#for original UI
if name == 'sp_changed':
self.socketio.emit('from_server', {'cmd': 'spstatitems', 'data': {self.spfilename: self.spmeta} if self.allowsp and len(self.spfilename) else {}}, namespace=None, broadcast=True, room="UI_1")
super().__setattr__("sp_changed", False)
if name == 'keep_img_gen_in_memory' and value == False:
self.image_pipeline = None
if name == 'alt_gen' and old_value != value:
logger.debug("Calcing AI Text from setting alt_gen")
self._koboldai_var.calc_ai_text()
if name == 'horde_share':
if self.on_colab == False:
if os.path.exists("./KoboldAI-Horde"):
if value == True:
if self._horde_pid is None:
import subprocess
import random
random.seed()
if os.path.exists('./KoboldAI-Horde/venv/scripts/python.exe'):
self._horde_pid = subprocess.Popen(['./KoboldAI-Horde/venv/scripts/python.exe', './KoboldAI-Horde/bridge.py',
'--kai_url', 'http://127.0.0.1:{}'.format(self.port), '--cluster_url', "http://koboldai.net"])
else:
self._horde_pid = subprocess.Popen(['./KoboldAI-Horde/venv/bin/python', './KoboldAI-Horde/bridge.py',
'--kai_url', 'http://127.0.0.1:{}'.format(self.port), '--cluster_url', "http://koboldai.net"])
else:
if self._horde_pid is not None:
print("kill bridge")
self._horde_pid.terminate()
self._horde_pid = None
class KoboldStoryRegister(object):
def __init__(self, socketio, story_settings, koboldai_vars, tokenizer=None, sequence=[]):
self.socketio = socketio
self.koboldai_vars = koboldai_vars
#### DO NOT DIRECTLY EDIT THE ACTIONS DICT. IT WILL NOT TRANSMIT TO CLIENT. USE FUCTIONS BELOW TO DO SO ###
#### doing actions[x] = game text is OK
self.actions = {} #keys = "Selected Text", "WI Search Text", "Wi_highlighted_text", "Options", "Selected Text Length", "In AI Input", "Probabilities".
#Options being a list of dict with keys of "text", "Pinned", "Previous Selection", "Edited", "Probabilities"
self.action_count = -1
self.story_settings = story_settings
for item in sequence:
self.append(item)
def reset(self, sequence=[]):
self.__init__(self.socketio, self.story_settings, self.koboldai_vars, sequence=sequence)
def add_wi_to_action(action_id, key, content):
#First check to see if we have the wi_highlighted_text variable
if 'wi_highlighted_text' not in self.actions[action_id]:
self.actions[action_id]['wi_highlighted_text'] = [{"text": self.actions[action_id]['Selected Text'], "WI matches": [], "WI Text": ""}]
def __str__(self):
if len(self.actions) > 0:
return "".join([x['Selected Text'] for ignore, x in sorted(self.actions.items())])
else:
return ""
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):
if isinstance(i, slice):
temp = [self.actions[x]["Selected Text"] for x in list(self.actions)[i]]
return temp
else:
if i < 0:
return self.actions[self.action_count+i+1]["Selected Text"]
return self.actions[i]["Selected Text"]
def __setitem__(self, i, text):
if i in self.actions:
old = self.actions[i]
old_text = self.actions[i]["Selected Text"]
old_length = self.actions[i]["Selected Text Length"]
if self.actions[i]["Selected Text"] != text:
self.actions[i]["Selected Text"] = text
self.actions[i]["WI Search Text"] = re.sub("[^0-9a-z \'\"]", "", text)
self.actions[i]["Probabilities"] = []
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
old_length = None
old = None
self.actions[i] = {"Selected Text": text, "WI Search Text": re.sub("[^0-9a-z \'\"]", "", text), "Probabilities": [], "Options": []}
if self.koboldai_vars.tokenizer is not None:
self.actions[i]['Selected Text Length'] = len(self.koboldai_vars.tokenizer.encode(text))
else:
self.actions[i]['Selected Text Length'] = 0
self.actions[i]["In AI Input"] = False
process_variable_changes(self.socketio, "story", 'actions', {"id": i, 'action': self.actions[i]}, old)
logger.debug("Calcing AI Text from Action __setitem__")
ignore = self.koboldai_vars.calc_ai_text()
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)
self.action_count = json_data['action_count']
#JSON forces keys to be strings, so let's fix that
temp = {}
data_to_send = []
for item in json_data['actions']:
temp[int(item)] = json_data['actions'][item]
if "WI Search Text" not in temp[int(item)]:
temp[int(item)]["WI Search Text"] = re.sub("[^0-9a-z \'\"]", "", temp[int(item)]['Selected Text'])
if int(item) >= self.action_count-100:
data_to_send.append({"id": item, 'action': temp[int(item)]})
process_variable_changes(self.socketio, "story", 'actions', data_to_send, None)
self.actions = temp
logger.debug("Calcing AI Text from Action load from json")
ignore = self.koboldai_vars.calc_ai_text()
self.set_game_saved()
def append(self, text, action_id_offset=0, recalc=True):
self.clear_unused_options()
self.action_count+=1
action_id = self.action_count + action_id_offset
if action_id in self.actions:
if self.actions[action_id]["Selected Text"] != text:
self.actions[action_id]["Selected Text"] = text
self.actions[action_id]["WI Search Text"] = re.sub("[^0-9a-z \'\"]", "", text)
self.actions[action_id]["Probabilities"] = []
selected_text_length = 0
self.actions[action_id]["Selected Text Length"] = selected_text_length
self.actions[action_id]["In AI Input"] = False
for item in self.actions[action_id]["Options"]:
if item['text'] == text:
old_options = self.actions[action_id]["Options"]
del item
else:
selected_text_length = 0
self.actions[action_id] = {"Selected Text": text, "Selected Text Length": selected_text_length,
"WI Search Text": re.sub("[^0-9a-z \'\"]", "", text),
"In AI Input": False, "Options": [], "Probabilities": []}
process_variable_changes(self.socketio, "story", 'actions', {"id": action_id, 'action': self.actions[action_id]}, None)
self.set_game_saved()
if recalc:
logger.debug("Calcing AI Text from Action Append")
ignore = self.koboldai_vars.calc_ai_text()
def append_options(self, option_list):
if self.action_count+1 in self.actions:
#First let's check if we did streaming, as we can just replace those items with these
old_options = copy.deepcopy(self.actions[self.action_count+1]["Options"])
i=-1
for option in option_list:
i+=1
found = False
for item in self.actions[self.action_count+1]["Options"]:
if 'stream_id' in item and item['stream_id'] == i:
item['text'] = option
del item['stream_id']
found = True
break
elif item['text'] == option:
found = True
if 'stream_id' in item:
del item['stream_id']
found = True
break
if not found:
self.actions[self.action_count+1]['Options'].append({"text": option, "Pinned": False, "Previous Selection": False, "Edited": False, "Probabilities": []})
else:
old_options = None
self.actions[self.action_count+1] = {"Selected Text": "", "Selected Text Length": 0, "In AI Input": False, "Options": [{"text": x, "Pinned": False, "Previous Selection": False, "Edited": False, "Probabilities": []} for x in option_list]}
process_variable_changes(self.socketio, "story", 'actions', {"id": self.action_count+1, 'action': self.actions[self.action_count+1]}, None)
self.set_game_saved()
def set_options(self, option_list, action_id):
if action_id not in self.actions:
old_options = None
self.actions[action_id] = {"Selected Text": "", "Options": option_list}
else:
old_options = self.actions[action_id]["Options"]
self.actions[action_id]["Options"] = []
for item in option_list:
for old_item in old_options:
if item['text'] == old_item['text']:
#We already have this option, so we need to save the probabilities
item['Probabilities'] = old_item['Probabilities']
self.actions[action_id]["Options"].append(item)
process_variable_changes(self.socketio, "story", 'actions', {"id": action_id, 'action': self.actions[action_id]}, None)
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, "story", 'actions', {"id": pointer, 'action': self.actions[pointer]}, None)
self.set_game_saved()
def set_action_in_ai(self, action_id, used=True):
return
if action_id in self.actions:
if 'In AI Input' in self.actions[action_id]:
old = self.actions[action_id]['In AI Input']
else:
old = None
self.actions[action_id]['In AI Input'] = used
if old != used:
process_variable_changes(self.socketio, "story", 'actions', {"id": action_id, 'action': self.actions[action_id]}, None)
if used:
self.recalc_token_length(action_id)
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, "story", 'actions', {"id": action_step, 'action': self.actions[action_step]}, None)
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, "story", 'actions', {"id": action_step, 'action': self.actions[action_step]}, None)
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, "story", 'actions', {"id": action_step, 'action': self.actions[action_step]}, None)
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']
self.actions[action_step]["WI Search Text"] = re.sub("[^0-9a-z \'\"]", "", self.actions[action_step]["Selected Text"])
if 'Probabilities' in self.actions[action_step]['Options'][option_number]:
self.actions[action_step]["Probabilities"] = self.actions[action_step]['Options'][option_number]['Probabilities']
if self.koboldai_vars.tokenizer is not None:
self.actions[action_step]['Selected Text Length'] = len(self.koboldai_vars.tokenizer.encode(self.actions[action_step]['Options'][option_number]['text']))
else:
self.actions[action_step]['Selected Text Length'] = 0
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, "story", 'actions', {"id": action_step, 'action': self.actions[action_step]}, None)
self.clear_unused_options(pointer=action_step)
self.set_game_saved()
logger.debug("Calcing AI Text from Action Use Option")
ignore = self.koboldai_vars.calc_ai_text()
def delete_option(self, option_number, action_step=None):
if action_step is None:
action_step = self.action_count+1
if action_step in self.actions:
if option_number < len(self.actions[action_step]['Options']):
del self.actions[action_step]['Options'][option_number]
process_variable_changes(self.socketio, "story", 'actions', {"id": action_step, 'action': self.actions[action_step]}, None)
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, "story", 'actions', {"id": action_id, 'action': self.actions[action_id]}, None)
self.set_game_saved()
logger.debug("Calcing AI Text from Action Delete")
ignore = self.koboldai_vars.calc_ai_text()
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)
logger.debug("Calcing AI Text from Action Pop")
ignore = self.koboldai_vars.calc_ai_text()
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 self.story_settings is not None:
self.story_settings.gamesaved = False
def recalc_token_length(self, action_id):
if self.koboldai_vars.tokenizer is not None:
if action_id in self.actions:
if self.actions[action_id]['In AI Input']:
self.actions[action_id]['Selected Text Length'] = len(self.koboldai_vars.tokenizer.encode(self.actions[action_id]['Selected Text']))
process_variable_changes(self.socketio, "story", 'actions', {"id": action_id, 'action': self.actions[action_id]}, None)
eventlet.sleep(0.01)
else:
for key in self.actions:
self.actions[key]['Selected Text Length'] = 0
process_variable_changes(self.socketio, "story", 'actions', {"id": key, 'action': self.actions[key]}, None)
def stream_tokens(self, text_list):
if len(text_list) > 1:
if self.action_count+1 in self.actions:
for i in range(len(text_list)):
found = False
for j in range(len(self.actions[self.action_count+1]['Options'])):
if 'stream_id' in self.actions[self.action_count+1]['Options'][j]:
if self.actions[self.action_count+1]['Options'][j]['stream_id'] == i:
found = True
self.actions[self.action_count+1]['Options'][j]['text'] = "{}{}".format(self.actions[self.action_count+1]['Options'][j]['text'], text_list[i])
if not found:
self.actions[self.action_count+1]['Options'].append({"text": text_list[i], "Pinned": False, "Previous Selection": False, "Edited": False, "Probabilities": [], "stream_id": i})
else:
self.actions[self.action_count+1] = {"Selected Text": "", "Selected Text Length": 0, "Options": []}
for i in range(len(text_list)):
self.actions[self.action_count+1]['Options'].append({"text": text_list[i], "Pinned": False, "Previous Selection": False, "Edited": False, "Probabilities": [], "stream_id": i})
#We need to see if this is the last token being streamed. If so due to the rely it will come in AFTER the actual trimmed final text overwriting it in the UI
if self.koboldai_vars.tokenizer is not None:
if len(self.koboldai_vars.tokenizer.encode(self.actions[self.action_count+1]["Options"][0]['text'])) != self.koboldai_vars.genamt:
#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": None})
process_variable_changes(self.socketio, "story", 'actions', {"id": self.action_count+1, 'action': self.actions[self.action_count+1]}, None)
else:
#We're streaming single options so our output is our selected
#First we need to see if this is actually the prompt. If so we'll just not do streaming:
if self.story_settings.prompt != "":
if self.action_count+1 in self.actions:
if self.koboldai_vars.tokenizer is not None:
selected_text_length = len(self.koboldai_vars.tokenizer.encode(self.actions[self.action_count+1]['Selected Text']))
else:
selected_text_length = 0
self.actions[self.action_count+1]['Selected Text'] = "{}{}".format(self.actions[self.action_count+1]['Selected Text'], text_list[0])
self.actions[self.action_count+1]['Selected Text Length'] = selected_text_length
else:
if self.koboldai_vars.tokenizer is not None:
selected_text_length = len(self.koboldai_vars.tokenizer.encode(text_list[0]))
else:
selected_text_length = 0
self.actions[self.action_count+1] = {"Selected Text": text_list[0], "Selected Text Length": selected_text_length, "Options": []}
if self.koboldai_vars.tokenizer is not None:
if len(self.koboldai_vars.tokenizer.encode(self.actions[self.action_count+1]['Selected Text'])) != self.koboldai_vars.genamt:
#ui1
if queue is not None:
queue.put(["from_server", {"cmd": "streamtoken", "data": [{'decoded': text_list[0]}]}, {"broadcast":True, "room":"UI_1"}])
#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": None})
process_variable_changes(self.socketio, "story", 'actions', {"id": self.action_count+1, 'action': self.actions[self.action_count+1]}, None)
def set_probabilites(self, probabilities, action_id=None):
if action_id is None:
action_id = self.action_count+1
if action_id in self.actions:
self.actions[action_id]['Probabilities'].append(probabilities)
process_variable_changes(self.socketio, "story", 'actions', {"id": action_id, 'action': self.actions[action_id]}, None)
def set_option_probabilities(self, probabilities, option_number, action_id=None):
if action_id is None:
action_id = self.action_count+1
if action_id in self.actions:
old_options = self.actions[action_id]["Options"]
if option_number < len(self.actions[action_id]["Options"]):
if "Probabilities" not in self.actions[action_id]["Options"][option_number]:
self.actions[action_id]["Options"][option_number]["Probabilities"] = []
self.actions[action_id]["Options"][option_number]['Probabilities'].append(probabilities)
process_variable_changes(self.socketio, "story", 'actions', {"id": action_id, 'action': self.actions[action_id]}, None)
def to_sentences(self, submitted_text=""):
#start_time = time.time()
#we're going to split our actions by sentence for better context. We'll add in which actions the sentence covers. Prompt will be added at a -1 ID
actions = {i: self.actions[i]['Selected Text'] for i in self.actions}
if self.story_settings is None:
actions[-1] = ""
else:
actions[-1] = self.story_settings.prompt
if submitted_text != "":
actions[self.action_count+1] = submitted_text
action_text = self.__str__()
action_text = "{}{}{}".format("" if self.story_settings is None else self.story_settings.prompt, action_text, submitted_text)
###########action_text_split = [sentence, actions used in sentence, token length, included in AI context]################
action_text_split = [[x, [], 0, False] for x in re.findall(".*?[.!?]\s+", action_text)]
#The above line can trim out the last sentence if it's incomplete. Let's check for that and add it back in
if len("".join([x[0] for x in action_text_split])) < len(action_text):
action_text_split.append([action_text[len("".join([x[0] for x in action_text_split])):], [], 0, False])
#The last action shouldn't have the extra space from the sentence splitting, so let's remove it
if len(action_text_split) == 0:
return []
Action_Position = [-1, len(actions[-1])] #First element is the action item, second is how much text is left
Sentence_Position = [0, len(action_text_split[0][0])]
while True:
advance_action = False
advance_sentence = False
if Action_Position[1] <= Sentence_Position[1]:
#We have enough text in the sentence to completely cover the action. Advance it to the next action
advance_action = True
if Sentence_Position[1] <= Action_Position[1]:
advance_sentence = True
if Action_Position[0] not in action_text_split[Sentence_Position[0]][1]:
#Since this action is in the sentence, add it to the list if it's not already there
action_text_split[Sentence_Position[0]][1].append(Action_Position[0])
#Fix the text length leftovers first since they interact with each other
if not advance_action:
Action_Position[1] -= Sentence_Position[1]
if not advance_sentence:
Sentence_Position[1] -= Action_Position[1]
if advance_action:
Action_Position[0] += 1
if Action_Position[0] > max(actions):
break
Action_Position[1] = len(actions[Action_Position[0]])
if advance_sentence:
Sentence_Position[0] += 1
if Sentence_Position[0] >= len(action_text_split):
break
Sentence_Position[1] = len(action_text_split[Sentence_Position[0]][0])
#OK, action_text_split now contains a list of [sentence including trailing space if needed, [action IDs that sentence includes]]
#logger.debug("to_sentences: {}s".format(time.time()-start_time))
return action_text_split
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)
class KoboldWorldInfo(object):
def __init__(self, socketio, story_settings, koboldai_vars, tokenizer=None):
self.socketio = socketio
self.koboldai_vars = koboldai_vars
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.koboldai_vars)
def __iter__(self):
self.itter = -1
return self
def __next__(self):
self.itter += 1
if self.itter < len(self.world_info):
try:
return self.world_info[list(self.world_info)[self.itter]].copy()
except:
print(self.itter)
print(list(self.world_info))
raise
else:
raise StopIteration
def __getitem__(self, i):
return self.self.world_info[i].copy()
def __len__(self):
return len(self.world_info)
def recalc_token_length(self, uid):
if self.koboldai_vars.tokenizer is not None:
if uid is not None:
if uid in self.world_info:
logger.debug("Sending single world info after tokenizing {}: {}".format(uid, self.world_info[uid]['title']))
self.world_info[uid]['token_length'] = len(self.koboldai_vars.tokenizer.encode(self.world_info[uid]['content']))
self.socketio.emit("world_info_entry", self.world_info[uid], broadcast=True, room="UI_2")
else:
for uid in self.world_info:
self.world_info[uid]['token_length'] = len(self.koboldai_vars.tokenizer.encode(self.world_info[uid]['content']))
self.send_to_ui()
else:
had_change = False
for uid in self.world_info:
if self.world_info[uid]['token_length'] != 0 and not had_change:
had_change = True
self.world_info[uid]['token_length'] = 0
if had_change:
self.send_to_ui()
def add_folder(self, folder):
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.story_settings.gamesaved = False
self.sync_world_info_to_old_format()
if self.socketio is not None:
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 delete_folder(self, folder):
keys = [key for key in self.world_info]
for key in keys:
if self.world_info[key]['folder'] == folder:
self.delete(key)
if folder in self.world_info_folder:
del self.world_info_folder[folder]
if self.socketio is not None:
self.socketio.emit("delete_world_info_folder", folder, broadcast=True, room="UI_2")
logger.debug("Calcing AI Text from WI Folder Delete")
ignore = self.koboldai_vars.calc_ai_text()
def add_item_to_folder(self, uid, folder, before=None):
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.story_settings.gamesaved = False
self.sync_world_info_to_old_format()
if self.socketio is not None:
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, manual_text,
comment, use_wpp=False, wpp={'name': "", 'type': "", 'format': "W++", 'attributes': {}},
v1_uid=None, recalc=True, sync=True):
if len(self.world_info) == 0:
uid = 0
else:
uid = max(self.world_info)+1
if use_wpp:
if wpp['format'] == "W++":
content = '[{}("{}")\n{{\n'.format(wpp['type'], wpp['name'])
for attribute in wpp['attributes']:
content = "{}{}({})\n".format(content, attribute, " + ".join(['"{}"'.format(x) for x in wpp['attributes'][attribute]]))
content = "{}}}]".format(content)
else:
content = '[ {}: "{}";'.format(wpp['type'], wpp['name'])
for attribute in wpp['attributes']:
content = "{} {}: {};".format(content, attribute, ", ".join(['"{}"'.format(x) for x in wpp['attributes'][attribute]]))
content = "{} ]".format(content[:-1])
else:
content = manual_text
if self.koboldai_vars.tokenizer is not None:
token_length = len(self.koboldai_vars.tokenizer.encode(content))
else:
token_length = 0
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,
'manual_text': manual_text,
"content": content,
"comment": comment,
"token_length": token_length,
"selective": len(keysecondary) > 0,
"used_in_game": constant,
'wpp': wpp,
'use_wpp': use_wpp,
'v1_uid': v1_uid
}
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.story_settings.gamesaved = False
if sync:
self.sync_world_info_to_old_format()
if self.socketio is not None:
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")
if recalc:
logger.debug("Calcing AI Text from WI Add")
ignore = self.koboldai_vars.calc_ai_text()
return uid
def edit_item(self, uid, title, key, keysecondary, folder, constant, manual_text, comment, use_wpp=False, before=None, wpp={'name': "", 'type': "", 'format': "W++", 'attributes': {}}):
logger.debug("Editing World Info {}: {}".format(uid, title))
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 use_wpp:
if wpp['format'] == "W++":
content = '[{}("{}")\n{{\n'.format(wpp['type'], wpp['name'])
for attribute in wpp['attributes']:
content = "{}{}({})\n".format(content, attribute, " + ".join(['"{}"'.format(x) for x in wpp['attributes'][attribute]]))
content = "{}}}]".format(content)
else:
content = '[ {}: "{}";'.format(wpp['type'], wpp['name'])
for attribute in wpp['attributes']:
content = "{} {}: {};".format(content, attribute, ", ".join(['"{}"'.format(x) for x in wpp['attributes'][attribute]]))
content = "{} ]".format(content[:-1])
else:
content = manual_text
if self.koboldai_vars.tokenizer is not None:
token_length = len(self.koboldai_vars.tokenizer.encode(content))
else:
token_length = 0
if folder is None:
folder = "root"
self.world_info[uid] = {"uid": uid,
"title": title,
"key": key,
"keysecondary": keysecondary,
"folder": folder,
"constant": constant,
'manual_text': manual_text,
"content": content,
"comment": comment,
"token_length": token_length,
"selective": len(keysecondary) > 0,
"used_in_game": constant,
'wpp': wpp,
'use_wpp': use_wpp
}
self.story_settings.gamesaved = False
self.sync_world_info_to_old_format()
logger.debug("Calcing AI Text from WI Edit")
ignore = self.koboldai_vars.calc_ai_text()
if self.socketio is not None:
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.story_settings.gamesaved = False
self.sync_world_info_to_old_format()
if self.socketio is not None:
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")
logger.debug("Calcing AI Text from WI Delete")
ignore = self.koboldai_vars.calc_ai_text()
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]
# 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.story_settings.gamesaved = False
self.sync_world_info_to_old_format()
if self.socketio is not None:
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)
self.sync_world_info_to_old_format()
def send_to_ui(self):
if self.socketio is not None:
self.socketio.emit("world_info_folder", {x: self.world_info_folder[x] for x in self.world_info_folder}, broadcast=True, room="UI_2")
logger.debug("Sending all world info from send_to_ui")
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, folder=None):
if folder is None:
return {
"folders": {x: self.world_info_folder[x] for x in self.world_info_folder},
"entries": self.world_info
}
else:
return {
"folders": {x: self.world_info_folder[x] for x in self.world_info_folder if x == folder},
"entries": {x: self.world_info[x] for x in self.world_info if self.world_info[x]['folder'] == folder}
}
def load_json(self, data, folder=None):
if folder is None:
self.world_info = {int(x): data['entries'][x] for x in data['entries']}
self.world_info_folder = data['folders']
#Add the item
for uid, item in data['entries'].items():
start_time = time.time()
self.add_item(item['title'] if 'title' in item else item['key'][0],
item['key'] if 'key' in item else [],
item['keysecondary'] if 'keysecondary' in item else [],
folder,
item['constant'] if 'constant' in item else False,
item['manual_text'] if 'manual_text' in item else item['content'],
item['comment'] if 'comment' in item else '',
use_wpp=item['use_wpp'] if 'use_wpp' in item else False,
wpp=item['wpp'] if 'wpp' in item else {'name': "", 'type': "", 'format': "W++", 'attributes': {}},
recalc=False, sync=False)
logger.debug("Load World Info {} took {}s".format(uid, time.time()-start_time))
try:
start_time = time.time()
self.sync_world_info_to_old_format()
logger.debug("Syncing WI2 to WI1 took {}s".format(time.time()-start_time))
except:
print(self.world_info)
print(data)
raise
self.send_to_ui()
def sync_world_info_to_old_format(self):
#Since the old UI uses world info entries for folders, we need to make some up
folder_entries = {}
i=-1
for folder in self.world_info_folder:
folder_entries[folder] = i
i-=1
#self.worldinfo_i = [] # List of World Info key/value objects sans uninitialized entries
self.story_settings.worldinfo_i = [{
"comment": self.world_info[x]['comment'],
"constant": self.world_info[x]['constant'],
"content": self.world_info[x]['content'],
"folder": folder_entries[self.world_info[x]['folder']],
"init": True,
"key": ",".join(self.world_info[x]['key']),
"keysecondary": ",".join(self.world_info[x]['keysecondary']),
"num": x,
"selective": len(self.world_info[x]['keysecondary'])>0,
"uid": self.world_info[x]['uid'] if 'v1_uid' not in self.world_info[x] or self.world_info[x]['v1_uid'] is None else self.world_info[x]['v1_uid']
} for x in self.world_info]
#self.worldinfo = [] # List of World Info key/value objects
self.story_settings.worldinfo = [x for x in self.story_settings.worldinfo_i]
#We have to have an uninitialized blank entry for every folder or the old method craps out
for folder in folder_entries:
self.story_settings.worldinfo.append({
"comment": "",
"constant": False,
"content": "",
"folder": folder_entries[folder],
"init": False,
"key": "",
"keysecondary": "",
"num": (0 if len(self.world_info) == 0 else max(self.world_info))+(folder_entries[folder]*-1),
"selective": False,
"uid": folder_entries[folder]
})
#self.wifolders_d = {} # Dictionary of World Info folder UID-info pairs
self.story_settings.wifolders_d = {folder_entries[x]: {'collapsed': False, 'name': x} for x in folder_entries}
#self.worldinfo_u = {} # Dictionary of World Info UID - key/value pairs
self.story_settings.worldinfo_u = {x['uid']: x for x in self.story_settings.worldinfo}
#self.wifolders_l = [] # List of World Info folder UIDs
self.story_settings.wifolders_l = [folder_entries[x] for x in folder_entries]
#self.wifolders_u = {} # Dictionary of pairs of folder UID - list of WI UID
self.story_settings.wifolders_u = {folder_entries[x]: [y for y in self.story_settings.worldinfo if y['folder'] == x] for x in folder_entries}
def reset_used_in_game(self):
for key in self.world_info:
if self.world_info[key]["used_in_game"] != self.world_info[key]["constant"]:
self.world_info[key]["used_in_game"] = self.world_info[key]["constant"]
if self.socketio is not None:
self.socketio.emit("world_info_entry_used_in_game", {"uid": key, "used_in_game": False}, broadcast=True, room="UI_2")
def set_world_info_used(self, uid):
if uid in self.world_info:
self.world_info[uid]["used_in_game"] = True
else:
logger.warning("Something tried to set world info UID {} to in game, but it doesn't exist".format(uid))
if self.socketio is not None:
self.socketio.emit("world_info_entry_used_in_game", {"uid": uid, "used_in_game": True}, broadcast=True, room="UI_2")
#self.recalc_token_length(uid)
def get_used_wi(self):
return [x['content'] for x in self.world_info if x['used_in_game']]
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]]
genres = ['Absurdist', 'Action & Adventure', 'Adaptations & Pastiche', 'African American & Black/General', 'African American & Black/Christian', 'African American & Black/Erotica', 'African American & Black/Historical', 'African American & Black/Mystery & Detective', 'African American & Black/Urban & Street Lit', 'African American & Black/Women', 'Alternative History', 'Amish & Mennonite', 'Animals', 'Anthologies (multiple authors)', 'Asian American', 'Biographical', 'Buddhist', 'Christian/General', 'Christian/Biblical', 'Christian/Classic & Allegory', 'Christian/Collections & Anthologies', 'Christian/Contemporary', 'Christian/Fantasy', 'Christian/Futuristic', 'Christian/Historical', 'Christian/Romance/General', 'Christian/Romance/Historical', 'Christian/Romance/Suspense', 'Christian/Suspense', 'Christian/Western', 'City Life', 'Classics', 'Coming of Age', 'Crime', 'Cultural Heritage', 'Disabilities & Special Needs', 'Disaster', 'Dystopian', 'Epistolary', 'Erotica/General', 'Erotica/BDSM', 'Erotica/Collections & Anthologies', 'Erotica/Historical', 'Erotica/LGBTQ+/General', 'Erotica/LGBTQ+/Bisexual', 'Erotica/LGBTQ+/Gay', 'Erotica/LGBTQ+/Lesbian', 'Erotica/LGBTQ+/Transgender', 'Erotica/Science Fiction, Fantasy & Horror', 'Fairy Tales, Folk Tales, Legends & Mythology', 'Family Life/General', 'Family Life/Marriage & Divorce', 'Family Life/Siblings', 'Fantasy/General', 'Fantasy/Action & Adventure', 'Fantasy/Arthurian', 'Fantasy/Collections & Anthologies', 'Fantasy/Contemporary', 'Fantasy/Dark Fantasy', 'Fantasy/Dragons & Mythical Creatures', 'Fantasy/Epic', 'Fantasy/Gaslamp', 'Fantasy/Historical', 'Fantasy/Humorous', 'Fantasy/Military', 'Fantasy/Paranormal', 'Fantasy/Romance', 'Fantasy/Urban', 'Feminist', 'Friendship', 'Ghost', 'Gothic', 'Hispanic & Latino', 'Historical/General', 'Historical/Ancient', 'Historical/Civil War Era', 'Historical/Colonial America & Revolution', 'Historical/Medieval', 'Historical/Renaissance', 'Historical/World War I', 'Historical/World War II', 'Holidays', 'Horror', 'Humorous/General', 'Humorous/Black Humor', 'Indigenous', 'Jewish', 'Legal', 'LGBTQ+/General', 'LGBTQ+/Bisexual', 'LGBTQ+/Gay', 'LGBTQ+/Lesbian', 'LGBTQ+/Transgender', 'Literary', 'LitRPG (Literary Role-Playing Game) *', 'Magical Realism', 'Mashups', 'Media Tie-In', 'Medical', 'Multiple Timelines', 'Muslim', 'Mystery & Detective/General', 'Mystery & Detective/Amateur Sleuth', 'Mystery & Detective/Collections & Anthologies', 'Mystery & Detective/Cozy/General', 'Mystery & Detective/Cozy/Animals', 'Mystery & Detective/Cozy/Crafts', 'Mystery & Detective/Cozy/Culinary', 'Mystery & Detective/Cozy/Holidays & Vacation *', 'Mystery & Detective/Cozy/Paranormal *', 'Mystery & Detective/Hard-Boiled', 'Mystery & Detective/Historical', 'Mystery & Detective/International Crime & Mystery', 'Mystery & Detective/Jewish *', 'Mystery & Detective/Police Procedural', 'Mystery & Detective/Private Investigators', 'Mystery & Detective/Traditional', 'Mystery & Detective/Women Sleuths', 'Nature & the Environment', 'Noir', 'Occult & Supernatural', 'Own Voices', 'Political', 'Psychological', 'Religious', 'Romance/General', 'Romance/Action & Adventure', 'Romance/African American & Black', 'Romance/Billionaires', 'Romance/Clean & Wholesome', 'Romance/Collections & Anthologies', 'Romance/Contemporary', 'Romance/Erotic', 'Romance/Fantasy', 'Romance/Firefighters', 'Romance/Historical/General', 'Romance/Historical/American', 'Romance/Historical/Ancient World', 'Romance/Historical/Gilded Age', 'Romance/Historical/Medieval', 'Romance/Historical/Regency', 'Romance/Historical/Renaissance', 'Romance/Historical/Scottish', 'Romance/Historical/Tudor', 'Romance/Historical/20th Century', 'Romance/Historical/Victorian', 'Romance/Historical/Viking', 'Romance/Holiday', 'Romance/Later in Life', 'Romance/LGBTQ+/General', 'Romance/LGBTQ+/Bisexual', 'Romance/LGBTQ+/Gay', 'Romance/LGBTQ+/Lesbian', 'Romance/LGBTQ+/Transgender', 'Romance/Medical', 'Romance/Military', 'Romance/Multicultural & Interracial', 'Romance/New Adult', 'Romance/Paranormal/General', 'Romance/Paranormal/Shifters', 'Romance/Paranormal/Vampires', 'Romance/Paranormal/Witches', 'Romance/Police & Law Enforcement', 'Romance/Polyamory', 'Romance/Rock Stars', 'Romance/Romantic Comedy', 'Romance/Royalty', 'Romance/Science Fiction', 'Romance/Sports', 'Romance/Suspense', 'Romance/Time Travel', 'Romance/Western', 'Romance/Workplace', 'Sagas', 'Satire', 'Science Fiction/General', 'Science Fiction/Action & Adventure', 'Science Fiction/Alien Contact', 'Science Fiction/Apocalyptic & Post-Apocalyptic', 'Science Fiction/Collections & Anthologies', 'Science Fiction/Crime & Mystery', 'Science Fiction/Cyberpunk', 'Science Fiction/Genetic Engineering', 'Science Fiction/Hard Science Fiction', 'Science Fiction/Humorous', 'Science Fiction/Military', 'Science Fiction/Space Exploration', 'Science Fiction/Space Opera', 'Science Fiction/Steampunk', 'Science Fiction/Time Travel', 'Sea Stories', 'Short Stories (single author)', 'Small Town & Rural', 'Southern', 'Sports', 'Superheroes', 'Thrillers/General', 'Thrillers/Crime', 'Thrillers/Domestic', 'Thrillers/Espionage', 'Thrillers/Historical', 'Thrillers/Legal', 'Thrillers/Medical', 'Thrillers/Military', 'Thrillers/Political', 'Thrillers/Psychological', 'Thrillers/Supernatural', 'Thrillers/Suspense', 'Thrillers/Technological', 'Thrillers/Terrorism', 'Urban & Street Lit', 'Visionary & Metaphysical', 'War & Military', 'Westerns', 'Women', 'World Literature/Africa/General', 'World Literature/Africa/East Africa', 'World Literature/Africa/Nigeria', 'World Literature/Africa/Southern Africa', 'World Literature/Africa/West Africa', 'World Literature/American/General', 'World Literature/American/Colonial & Revolutionary Periods', 'World Literature/American/19th Century', 'World Literature/American/20th Century', 'World Literature/American/21st Century', 'World Literature/Argentina', 'World Literature/Asia (General)', 'World Literature/Australia', 'World Literature/Austria', 'World Literature/Brazil', 'World Literature/Canada/General', 'World Literature/Canada/Colonial & 19th Century', 'World Literature/Canada/20th Century', 'World Literature/Canada/21st Century', 'World Literature/Caribbean & West Indies', 'World Literature/Central America', 'World Literature/Chile', 'World Literature/China/General', 'World Literature/China/19th Century', 'World Literature/China/20th Century', 'World Literature/China/21st Century', 'World Literature/Colombia', 'World Literature/Czech Republic', 'World Literature/Denmark', 'World Literature/England/General', 'World Literature/England/Early & Medieval Periods', 'World Literature/England/16th & 17th Century', 'World Literature/England/18th Century', 'World Literature/England/19th Century', 'World Literature/England/20th Century', 'World Literature/England/21st Century', 'World Literature/Europe (General)', 'World Literature/Finland', 'World Literature/France/General', 'World Literature/France/18th Century', 'World Literature/France/19th Century', 'World Literature/France/20th Century', 'World Literature/France/21st Century', 'World Literature/Germany/General', 'World Literature/Germany/20th Century', 'World Literature/Germany/21st Century', 'World Literature/Greece', 'World Literature/Hungary', 'World Literature/India/General', 'World Literature/India/19th Century', 'World Literature/India/20th Century', 'World Literature/India/21st Century', 'World Literature/Ireland/General', 'World Literature/Ireland/19th Century', 'World Literature/Ireland/20th Century', 'World Literature/Ireland/21st Century', 'World Literature/Italy', 'World Literature/Japan', 'World Literature/Korea', 'World Literature/Mexico', 'World Literature/Middle East/General', 'World Literature/Middle East/Arabian Peninsula', 'World Literature/Middle East/Egypt & North Africa', 'World Literature/Middle East/Israel', 'World Literature/Netherlands', 'World Literature/New Zealand', 'World Literature/Norway', 'World Literature/Oceania', 'World Literature/Pakistan', 'World Literature/Peru', 'World Literature/Poland', 'World Literature/Portugal', 'World Literature/Russia/General', 'World Literature/Russia/19th Century', 'World Literature/Russia/20th Century', 'World Literature/Russia/21st Century', 'World Literature/Scotland/General', 'World Literature/Scotland/19th Century', 'World Literature/Scotland/20th Century', 'World Literature/Scotland/21st Century', 'World Literature/South America (General)', 'World Literature/Southeast Asia', 'World Literature/Spain/General', 'World Literature/Spain/19th Century', 'World Literature/Spain/20th Century', 'World Literature/Spain/21st Century', 'World Literature/Sweden', 'World Literature/Turkey', 'World Literature/Uruguay', 'World Literature/Wales']
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