diff --git a/docs/requirements.txt b/docs/requirements.txt index 7d712119a..a38822096 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,16 +1,16 @@ autodoc_pydantic myst_parser -nbsphinx==0.8.9 -sphinx==4.5.0 +nbsphinx +sphinx recommonmark sphinx_intl -sphinx-autobuild==2021.3.14 +sphinx-autobuild sphinx_book_theme -sphinx_rtd_theme==1.0.0 -sphinx-typlog-theme==0.8.0 +sphinx_rtd_theme +sphinx-typlog-theme sphinx-panels toml myst_nb sphinx_copybutton -pydata-sphinx-theme==0.13.1 +pydata-sphinx-theme furo \ No newline at end of file diff --git a/pilot/openapi/api_v1/api_v1.py b/pilot/openapi/api_v1/api_v1.py index f45a6af95..1507a9a1f 100644 --- a/pilot/openapi/api_v1/api_v1.py +++ b/pilot/openapi/api_v1/api_v1.py @@ -149,6 +149,7 @@ async def dialogue_list(user_id: str = None): conv_uid = item.get("conv_uid") summary = item.get("summary") chat_mode = item.get("chat_mode") + model_name = item.get("model_name", CFG.LLM_MODEL) messages = json.loads(item.get("messages")) last_round = max(messages, key=lambda x: x["chat_order"]) @@ -160,6 +161,7 @@ async def dialogue_list(user_id: str = None): conv_uid=conv_uid, user_input=summary, chat_mode=chat_mode, + model_name=model_name, select_param=select_param, ) dialogues.append(conv_vo) @@ -215,8 +217,10 @@ async def params_list(chat_mode: str = ChatScene.ChatNormal.value()): @router.post("/v1/chat/mode/params/file/load") -async def params_load(conv_uid: str, chat_mode: str, doc_file: UploadFile = File(...)): - print(f"params_load: {conv_uid},{chat_mode}") +async def params_load( + conv_uid: str, chat_mode: str, model_name: str, doc_file: UploadFile = File(...) +): + print(f"params_load: {conv_uid},{chat_mode},{model_name}") try: if doc_file: ## file save @@ -235,7 +239,10 @@ async def params_load(conv_uid: str, chat_mode: str, doc_file: UploadFile = File ) ## chat prepare dialogue = ConversationVo( - conv_uid=conv_uid, chat_mode=chat_mode, select_param=doc_file.filename + conv_uid=conv_uid, + chat_mode=chat_mode, + select_param=doc_file.filename, + model_name=model_name, ) chat: BaseChat = get_chat_instance(dialogue) resp = await chat.prepare() @@ -259,8 +266,11 @@ def get_hist_messages(conv_uid: str): history_messages: List[OnceConversation] = history_mem.get_messages() if history_messages: for once in history_messages: + print(f"once:{once}") + model_name = once.get("model_name", CFG.LLM_MODEL) once_message_vos = [ - message2Vo(element, once["chat_order"]) for element in once["messages"] + message2Vo(element, once["chat_order"], model_name) + for element in once["messages"] ] message_vos.extend(once_message_vos) return message_vos @@ -287,15 +297,19 @@ def get_chat_instance(dialogue: ConversationVo = Body()) -> BaseChat: chat_param = { "chat_session_id": dialogue.conv_uid, - "user_input": dialogue.user_input, + "current_user_input": dialogue.user_input, "select_param": dialogue.select_param, + "model_name": dialogue.model_name, } - chat: BaseChat = CHAT_FACTORY.get_implementation(dialogue.chat_mode, **chat_param) + chat: BaseChat = CHAT_FACTORY.get_implementation( + dialogue.chat_mode, **{"chat_param": chat_param} + ) return chat @router.post("/v1/chat/prepare") async def chat_prepare(dialogue: ConversationVo = Body()): + # dialogue.model_name = CFG.LLM_MODEL logger.info(f"chat_prepare:{dialogue}") ## check conv_uid chat: BaseChat = get_chat_instance(dialogue) @@ -307,7 +321,9 @@ async def chat_prepare(dialogue: ConversationVo = Body()): @router.post("/v1/chat/completions") async def chat_completions(dialogue: ConversationVo = Body()): - print(f"chat_completions:{dialogue.chat_mode},{dialogue.select_param}") + print( + f"chat_completions:{dialogue.chat_mode},{dialogue.select_param},{dialogue.model_name}" + ) chat: BaseChat = get_chat_instance(dialogue) # background_tasks = BackgroundTasks() # background_tasks.add_task(release_model_semaphore) @@ -332,6 +348,30 @@ async def chat_completions(dialogue: ConversationVo = Body()): ) +@router.get("/v1/model/types") +async def model_types(request: Request): + print(f"/controller/model/types") + try: + import httpx + + async with httpx.AsyncClient() as client: + base_url = request.base_url + response = await client.get( + f"{base_url}api/controller/models?healthy_only=true", + ) + types = set() + if response.status_code == 200: + models = json.loads(response.text) + for model in models: + worker_type = model["model_name"].split("@")[1] + if worker_type == "llm": + types.add(model["model_name"].split("@")[0]) + return Result.succ(list(types)) + + except Exception as e: + return Result.faild(code="E000X", msg=f"controller model types error {e}") + + async def no_stream_generator(chat): msg = await chat.nostream_call() msg = msg.replace("\n", "\\n") @@ -356,7 +396,10 @@ async def stream_generator(chat): chat.memory.append(chat.current_message) -def message2Vo(message: dict, order) -> MessageVo: +def message2Vo(message: dict, order, model_name) -> MessageVo: return MessageVo( - role=message["type"], context=message["data"]["content"], order=order + role=message["type"], + context=message["data"]["content"], + order=order, + model_name=model_name, ) diff --git a/pilot/openapi/api_view_model.py b/pilot/openapi/api_view_model.py index 92dbc1e1f..d03beec8d 100644 --- a/pilot/openapi/api_view_model.py +++ b/pilot/openapi/api_view_model.py @@ -54,6 +54,10 @@ class ConversationVo(BaseModel): chat scene select param """ select_param: str = None + """ + llm model name + """ + model_name: str = None class MessageVo(BaseModel): @@ -74,3 +78,8 @@ class MessageVo(BaseModel): time the current message was sent """ time_stamp: Any = None + + """ + model_name + """ + model_name: str diff --git a/pilot/scene/base_chat.py b/pilot/scene/base_chat.py index 9880edcb2..9e7a22373 100644 --- a/pilot/scene/base_chat.py +++ b/pilot/scene/base_chat.py @@ -2,7 +2,7 @@ import traceback import warnings from abc import ABC, abstractmethod -from typing import Any, List +from typing import Any, List, Dict from pilot.configs.config import Config from pilot.configs.model_config import LOGDIR @@ -32,13 +32,13 @@ class Config: arbitrary_types_allowed = True - def __init__( - self, chat_mode, chat_session_id, current_user_input, select_param: Any = None - ): - self.chat_session_id = chat_session_id - self.chat_mode = chat_mode - self.current_user_input: str = current_user_input - self.llm_model = CFG.LLM_MODEL + def __init__(self, chat_param: Dict): + self.chat_session_id = chat_param["chat_session_id"] + self.chat_mode = chat_param["chat_mode"] + self.current_user_input: str = chat_param["current_user_input"] + self.llm_model = ( + chat_param["model_name"] if chat_param["model_name"] else CFG.LLM_MODEL + ) self.llm_echo = False ### load prompt template @@ -55,14 +55,17 @@ def __init__( ) ### can configurable storage methods - self.memory = DuckdbHistoryMemory(chat_session_id) + self.memory = DuckdbHistoryMemory(chat_param["chat_session_id"]) self.history_message: List[OnceConversation] = self.memory.messages() - self.current_message: OnceConversation = OnceConversation(chat_mode.value()) - if select_param: - if len(chat_mode.param_types()) > 0: - self.current_message.param_type = chat_mode.param_types()[0] - self.current_message.param_value = select_param + self.current_message: OnceConversation = OnceConversation( + self.chat_mode.value() + ) + self.current_message.model_name = self.llm_model + if chat_param["select_param"]: + if len(self.chat_mode.param_types()) > 0: + self.current_message.param_type = self.chat_mode.param_types()[0] + self.current_message.param_value = chat_param["select_param"] self.current_tokens_used: int = 0 class Config: diff --git a/pilot/scene/chat_dashboard/chat.py b/pilot/scene/chat_dashboard/chat.py index 1aeca8406..f6213c292 100644 --- a/pilot/scene/chat_dashboard/chat.py +++ b/pilot/scene/chat_dashboard/chat.py @@ -1,7 +1,7 @@ import json import os import uuid -from typing import List +from typing import List, Dict from pilot.scene.base_chat import BaseChat from pilot.scene.base import ChatScene @@ -21,30 +21,20 @@ class ChatDashboard(BaseChat): report_name: str """Number of results to return from the query""" - def __init__( - self, - chat_session_id, - user_input, - select_param: str = "", - report_name: str = "report", - ): + def __init__(self, chat_param: Dict): """ """ - self.db_name = select_param - super().__init__( - chat_mode=ChatScene.ChatDashboard, - chat_session_id=chat_session_id, - current_user_input=user_input, - select_param=self.db_name, - ) + self.db_name = chat_param["select_param"] + chat_param["chat_mode"] = ChatScene.ChatDashboard + super().__init__(chat_param=chat_param) if not self.db_name: raise ValueError(f"{ChatScene.ChatDashboard.value} mode should choose db!") self.db_name = self.db_name - self.report_name = report_name + self.report_name = chat_param["report_name"] or "report" self.database = CFG.LOCAL_DB_MANAGE.get_connect(self.db_name) self.top_k: int = 5 - self.dashboard_template = self.__load_dashboard_template(report_name) + self.dashboard_template = self.__load_dashboard_template(self.report_name) def __load_dashboard_template(self, template_name): current_dir = os.getcwd() diff --git a/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py b/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py index 1d370c78f..27bdeaec8 100644 --- a/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py +++ b/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py @@ -22,25 +22,22 @@ class ChatExcel(BaseChat): chat_scene: str = ChatScene.ChatExcel.value() chat_retention_rounds = 1 - def __init__(self, chat_session_id, user_input, select_param: str = ""): + def __init__(self, chat_param: Dict): chat_mode = ChatScene.ChatExcel - self.select_param = select_param - if has_path(select_param): - self.excel_reader = ExcelReader(select_param) + self.select_param = chat_param["select_param"] + self.model_name = chat_param["model_name"] + chat_param["chat_mode"] = ChatScene.ChatExcel + if has_path(self.select_param): + self.excel_reader = ExcelReader(self.select_param) else: self.excel_reader = ExcelReader( os.path.join( - KNOWLEDGE_UPLOAD_ROOT_PATH, chat_mode.value(), select_param + KNOWLEDGE_UPLOAD_ROOT_PATH, chat_mode.value(), self.select_param ) ) - super().__init__( - chat_mode=chat_mode, - chat_session_id=chat_session_id, - current_user_input=user_input, - select_param=select_param, - ) + super().__init__(chat_param=chat_param) def _generate_command_string(self, command: Dict[str, Any]) -> str: """ @@ -85,6 +82,7 @@ async def prepare(self): "parent_mode": self.chat_mode, "select_param": self.excel_reader.excel_file_name, "excel_reader": self.excel_reader, + "model_name": self.model_name, } learn_chat = ExcelLearning(**chat_param) result = await learn_chat.nostream_call() diff --git a/pilot/scene/chat_data/chat_excel/excel_learning/chat.py b/pilot/scene/chat_data/chat_excel/excel_learning/chat.py index adb556209..96338589c 100644 --- a/pilot/scene/chat_data/chat_excel/excel_learning/chat.py +++ b/pilot/scene/chat_data/chat_excel/excel_learning/chat.py @@ -30,17 +30,20 @@ def __init__( parent_mode: Any = None, select_param: str = None, excel_reader: Any = None, + model_name: str = None, ): chat_mode = ChatScene.ExcelLearning """ """ self.excel_file_path = select_param self.excel_reader = excel_reader - super().__init__( - chat_mode=chat_mode, - chat_session_id=chat_session_id, - current_user_input=user_input, - select_param=select_param, - ) + chat_param = { + "chat_mode": chat_mode, + "chat_session_id": chat_session_id, + "current_user_input": user_input, + "select_param": select_param, + "model_name": model_name, + } + super().__init__(chat_param=chat_param) if parent_mode: self.current_message.chat_mode = parent_mode.value() diff --git a/pilot/scene/chat_db/auto_execute/chat.py b/pilot/scene/chat_db/auto_execute/chat.py index 689222c0a..4e46dea5d 100644 --- a/pilot/scene/chat_db/auto_execute/chat.py +++ b/pilot/scene/chat_db/auto_execute/chat.py @@ -1,3 +1,5 @@ +from typing import Dict + from pilot.scene.base_chat import BaseChat from pilot.scene.base import ChatScene from pilot.common.sql_database import Database @@ -12,15 +14,13 @@ class ChatWithDbAutoExecute(BaseChat): """Number of results to return from the query""" - def __init__(self, chat_session_id, user_input, select_param: str = ""): + def __init__(self, chat_param: Dict): chat_mode = ChatScene.ChatWithDbExecute - self.db_name = select_param + self.db_name = chat_param["select_param"] + chat_param["chat_mode"] = chat_mode """ """ super().__init__( - chat_mode=chat_mode, - chat_session_id=chat_session_id, - current_user_input=user_input, - select_param=self.db_name, + chat_param=chat_param, ) if not self.db_name: raise ValueError( diff --git a/pilot/scene/chat_db/professional_qa/chat.py b/pilot/scene/chat_db/professional_qa/chat.py index 374131bfe..39f4052a6 100644 --- a/pilot/scene/chat_db/professional_qa/chat.py +++ b/pilot/scene/chat_db/professional_qa/chat.py @@ -1,3 +1,5 @@ +from typing import Dict + from pilot.scene.base_chat import BaseChat from pilot.scene.base import ChatScene from pilot.common.sql_database import Database @@ -12,15 +14,11 @@ class ChatWithDbQA(BaseChat): """Number of results to return from the query""" - def __init__(self, chat_session_id, user_input, select_param: str = ""): + def __init__(self, chat_param: Dict): """ """ - self.db_name = select_param - super().__init__( - chat_mode=ChatScene.ChatWithDbQA, - chat_session_id=chat_session_id, - current_user_input=user_input, - select_param=self.db_name, - ) + self.db_name = chat_param["select_param"] + chat_param["chat_mode"] = ChatScene.ChatWithDbQA + super().__init__(chat_param=chat_param) if self.db_name: self.database = CFG.LOCAL_DB_MANAGE.get_connect(self.db_name) diff --git a/pilot/scene/chat_execution/chat.py b/pilot/scene/chat_execution/chat.py index 031d4afb1..fd18a5564 100644 --- a/pilot/scene/chat_execution/chat.py +++ b/pilot/scene/chat_execution/chat.py @@ -1,4 +1,4 @@ -from typing import List +from typing import List, Dict from pilot.scene.base_chat import BaseChat from pilot.scene.base import ChatScene @@ -15,14 +15,10 @@ class ChatWithPlugin(BaseChat): plugins_prompt_generator: PluginPromptGenerator select_plugin: str = None - def __init__(self, chat_session_id, user_input, select_param: str = None): - self.plugin_selector = select_param - super().__init__( - chat_mode=ChatScene.ChatExecution, - chat_session_id=chat_session_id, - current_user_input=user_input, - select_param=self.plugin_selector, - ) + def __init__(self, chat_param: Dict): + self.plugin_selector = chat_param.select_param + chat_param["chat_mode"] = ChatScene.ChatExecution + super().__init__(chat_param=chat_param) self.plugins_prompt_generator = PluginPromptGenerator() self.plugins_prompt_generator.command_registry = CFG.command_registry # 加载插件中可用命令 diff --git a/pilot/scene/chat_knowledge/v1/chat.py b/pilot/scene/chat_knowledge/v1/chat.py index c41345f1d..3856cfb05 100644 --- a/pilot/scene/chat_knowledge/v1/chat.py +++ b/pilot/scene/chat_knowledge/v1/chat.py @@ -1,3 +1,5 @@ +from typing import Dict + from chromadb.errors import NoIndexException from pilot.scene.base_chat import BaseChat @@ -20,16 +22,15 @@ class ChatKnowledge(BaseChat): """Number of results to return from the query""" - def __init__(self, chat_session_id, user_input, select_param: str = None): + def __init__(self, chat_param: Dict): """ """ from pilot.embedding_engine.embedding_engine import EmbeddingEngine from pilot.embedding_engine.embedding_factory import EmbeddingFactory - self.knowledge_space = select_param + self.knowledge_space = chat_param["select_param"] + chat_param["chat_mode"] = ChatScene.ChatKnowledge super().__init__( - chat_mode=ChatScene.ChatKnowledge, - chat_session_id=chat_session_id, - current_user_input=user_input, + chat_param=chat_param, ) self.space_context = self.get_space_context(self.knowledge_space) self.top_k = ( diff --git a/pilot/scene/chat_normal/chat.py b/pilot/scene/chat_normal/chat.py index 56fca35e5..47d1e70b5 100644 --- a/pilot/scene/chat_normal/chat.py +++ b/pilot/scene/chat_normal/chat.py @@ -1,3 +1,5 @@ +from typing import Dict + from pilot.scene.base_chat import BaseChat from pilot.scene.base import ChatScene from pilot.configs.config import Config @@ -12,12 +14,11 @@ class ChatNormal(BaseChat): """Number of results to return from the query""" - def __init__(self, chat_session_id, user_input, select_param: str = None): + def __init__(self, chat_param: Dict): """ """ + chat_param["chat_mode"] = ChatScene.ChatNormal super().__init__( - chat_mode=ChatScene.ChatNormal, - chat_session_id=chat_session_id, - current_user_input=user_input, + chat_param=chat_param, ) def generate_input_values(self): diff --git a/pilot/scene/message.py b/pilot/scene/message.py index af52780f9..4d5a5c383 100644 --- a/pilot/scene/message.py +++ b/pilot/scene/message.py @@ -23,6 +23,7 @@ def __init__(self, chat_mode): self.messages: List[BaseMessage] = [] self.start_date: str = "" self.chat_order: int = 0 + self.model_name: str = "" self.param_type: str = "" self.param_value: str = "" self.cost: int = 0 @@ -104,6 +105,7 @@ def _conversation_to_dic(once: OnceConversation) -> dict: return { "chat_mode": once.chat_mode, + "model_name": once.model_name, "chat_order": once.chat_order, "start_date": start_str, "cost": once.cost if once.cost else 0, @@ -127,6 +129,7 @@ def conversation_from_dict(once: dict) -> OnceConversation: conversation.chat_order = int(once.get("chat_order")) conversation.param_type = once.get("param_type", "") conversation.param_value = once.get("param_value", "") + conversation.model_name = once.get("model_name", "proxyllm") print(once.get("messages")) conversation.messages = messages_from_dict(once.get("messages", [])) return conversation diff --git a/pilot/server/static/404.html b/pilot/server/static/404.html index 40c72fd52..0025ed2a9 100644 --- a/pilot/server/static/404.html +++ b/pilot/server/static/404.html @@ -1 +1 @@ -404: This page could not be found

404

This page could not be found.

\ No newline at end of file +404: This page could not be found

404

This page could not be found.

\ No newline at end of file diff --git a/pilot/server/static/404/index.html b/pilot/server/static/404/index.html index 40c72fd52..0025ed2a9 100644 --- a/pilot/server/static/404/index.html +++ b/pilot/server/static/404/index.html @@ -1 +1 @@ -404: This page could not be found

404

This page could not be found.

\ No newline at end of file +404: This page could not be found

404

This page could not be found.

\ No newline at end of file diff --git a/pilot/server/static/_next/static/6KBZVUsQDSTOXHczAINub/_buildManifest.js b/pilot/server/static/_next/static/6KBZVUsQDSTOXHczAINub/_buildManifest.js new file mode 100644 index 000000000..d0c777097 --- /dev/null +++ b/pilot/server/static/_next/static/6KBZVUsQDSTOXHczAINub/_buildManifest.js @@ -0,0 +1 @@ +self.__BUILD_MANIFEST=function(s,a,c,t,e,d,n,u,f,i){return{__rewrites:{beforeFiles:[],afterFiles:[],fallback:[]},"/":[a,"static/chunks/673-9f0ceb79f1535087.js","static/chunks/pages/index-ad9fe4b8efe06ace.js"],"/_error":["static/chunks/pages/_error-dee72aff9b2e2c12.js"],"/chat":["static/chunks/pages/chat-cf7d95f63f5aacee.js"],"/database":[s,c,d,t,"static/chunks/566-493c6126d6ac9745.js","static/chunks/196-48d8c6ab3e99146c.js","static/chunks/pages/database-670b4fa76152da89.js"],"/datastores":[e,s,a,n,u,"static/chunks/241-4117dd68a591b7fa.js","static/chunks/pages/datastores-cc1916d2425430ee.js"],"/datastores/documents":[e,"static/chunks/75fc9c18-a784766a129ec5fb.js",s,a,n,c,f,d,t,i,u,"static/chunks/749-f876c99e30a851b8.js","static/chunks/pages/datastores/documents-6dd307574a33f39c.js"],"/datastores/documents/chunklist":[e,s,c,f,t,i,"static/chunks/pages/datastores/documents/chunklist-0fae5e5132233223.js"],sortedPages:["/","/_app","/_error","/chat","/database","/datastores","/datastores/documents","/datastores/documents/chunklist"]}}("static/chunks/215-c0761f73cb28fff6.js","static/chunks/913-e3ab2daf183d352e.js","static/chunks/902-4b12ce531524546f.js","static/chunks/455-597a8a48388a0d9b.js","static/chunks/29107295-90b90cb30c825230.js","static/chunks/908-33709e71961cb7a1.js","static/chunks/718-ae767ae95bca674e.js","static/chunks/589-8dfb35868cafc00b.js","static/chunks/289-06c0d9f538f77a71.js","static/chunks/34-c924e44753dd2c5b.js"),self.__BUILD_MANIFEST_CB&&self.__BUILD_MANIFEST_CB(); 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nK{items=[];constructor(e){this.indentation=e}add(...e){for(let t of e)switch(t){case i.SPACE:this.items.push(i.SPACE);break;case i.NO_SPACE:this.trimHorizontalWhitespace();break;case i.NO_NEWLINE:this.trimWhitespace();break;case i.NEWLINE:this.trimHorizontalWhitespace(),this.addNewline(i.NEWLINE);break;case i.MANDATORY_NEWLINE:this.trimHorizontalWhitespace(),this.addNewline(i.MANDATORY_NEWLINE);break;case i.INDENT:this.addIndentation();break;case i.SINGLE_INDENT:this.items.push(i.SINGLE_INDENT);break;default:this.items.push(t)}}trimHorizontalWhitespace(){for(;nz(C(this.items));)this.items.pop()}trimWhitespace(){for(;nj(C(this.items));)this.items.pop()}addNewline(e){if(this.items.length>0)switch(C(this.items)){case i.NEWLINE:this.items.pop(),this.items.push(e);break;case i.MANDATORY_NEWLINE:break;default:this.items.push(e)}}addIndentation(){for(let e=0;ethis.itemToString(e)).join("")}getLayoutItems(){return this.items}itemToString(e){switch(e){case i.SPACE:return" ";case i.NEWLINE:case 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t}(s,r,i):s={...s,...r},c(this.data,a,s),o.silent||this.emit("added",e,t,r)}removeResourceBundle(e,t){this.hasResourceBundle(e,t)&&delete this.data[e][t],this.removeNamespaces(t),this.emit("removed",e,t)}hasResourceBundle(e,t){return void 0!==this.getResource(e,t)}getResourceBundle(e,t){return(t||(t=this.options.defaultNS),"v1"===this.options.compatibilityAPI)?{...this.getResource(e,t)}:this.getResource(e,t)}getDataByLanguage(e){return this.data[e]}hasLanguageSomeTranslations(e){let t=this.getDataByLanguage(e),r=t&&Object.keys(t)||[];return!!r.find(e=>t[e]&&Object.keys(t[e]).length>0)}toJSON(){return this.data}}var b={processors:{},addPostProcessor(e){this.processors[e.name]=e},handle(e,t,r,n,i){return e.forEach(e=>{this.processors[e]&&(t=this.processors[e].process(t,r,n,i))}),t}};let P={};class _ extends a{constructor(e){let t=arguments.length>1&&void 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i=RegExp(`(${n.map(e=>"?"===e?"\\?":e).join("|")})`),o=!i.test(e);if(!o){let t=e.indexOf(r);t>0&&!i.test(e.substring(0,t))&&(o=!0)}return o}(e,r,n);if(o&&!a){let t=e.match(this.interpolator.nestingRegexp);if(t&&t.length>0)return{key:e,namespaces:i};let o=e.split(r);(r!==n||r===n&&this.options.ns.indexOf(o[0])>-1)&&(i=o.shift()),e=o.join(n)}return"string"==typeof i&&(i=[i]),{key:e,namespaces:i}}translate(e,t,r){if("object"!=typeof t&&this.options.overloadTranslationOptionHandler&&(t=this.options.overloadTranslationOptionHandler(arguments)),"object"==typeof t&&(t={...t}),t||(t={}),null==e)return"";Array.isArray(e)||(e=[String(e)]);let n=void 0!==t.returnDetails?t.returnDetails:this.options.returnDetails,i=void 0!==t.keySeparator?t.keySeparator:this.options.keySeparator,{key:o,namespaces:a}=this.extractFromKey(e[e.length-1],t),s=a[a.length-1],l=t.lng||this.language,u=t.appendNamespaceToCIMode||this.options.appendNamespaceToCIMode;if(l&&"cimode"===l.toLowerCase()){if(u){let e=t.nsSeparator||this.options.nsSeparator;return n?{res:`${s}${e}${o}`,usedKey:o,exactUsedKey:o,usedLng:l,usedNS:s}:`${s}${e}${o}`}return n?{res:o,usedKey:o,exactUsedKey:o,usedLng:l,usedNS:s}:o}let c=this.resolve(e,t),h=c&&c.res,d=c&&c.usedKey||o,f=c&&c.exactUsedKey||o,p=Object.prototype.toString.apply(h),g=void 0!==t.joinArrays?t.joinArrays:this.options.joinArrays,m=!this.i18nFormat||this.i18nFormat.handleAsObject,v="string"!=typeof h&&"boolean"!=typeof h&&"number"!=typeof h;if(m&&h&&v&&0>["[object Number]","[object Function]","[object RegExp]"].indexOf(p)&&!("string"==typeof g&&"[object Array]"===p)){if(!t.returnObjects&&!this.options.returnObjects){this.options.returnedObjectHandler||this.logger.warn("accessing an object - but returnObjects options is not enabled!");let e=this.options.returnedObjectHandler?this.options.returnedObjectHandler(d,h,{...t,ns:a}):`key '${o} (${this.language})' returned an object instead of string.`;return n?(c.res=e,c):e}if(i){let e="[object Array]"===p,r=e?[]:{},n=e?f:d;for(let e in h)if(Object.prototype.hasOwnProperty.call(h,e)){let o=`${n}${i}${e}`;r[e]=this.translate(o,{...t,joinArrays:!1,ns:a}),r[e]===o&&(r[e]=h[e])}h=r}}else if(m&&"string"==typeof g&&"[object Array]"===p)(h=h.join(g))&&(h=this.extendTranslation(h,e,t,r));else{let n=!1,a=!1,u=void 0!==t.count&&"string"!=typeof t.count,d=_.hasDefaultValue(t),f=u?this.pluralResolver.getSuffix(l,t.count,t):"",p=t.ordinal&&u?this.pluralResolver.getSuffix(l,t.count,{ordinal:!1}):"",g=t[`defaultValue${f}`]||t[`defaultValue${p}`]||t.defaultValue;!this.isValidLookup(h)&&d&&(n=!0,h=g),this.isValidLookup(h)||(a=!0,h=o);let m=t.missingKeyNoValueFallbackToKey||this.options.missingKeyNoValueFallbackToKey,v=m&&a?void 0:h,y=d&&g!==h&&this.options.updateMissing;if(a||n||y){if(this.logger.log(y?"updateKey":"missingKey",l,s,o,y?g:h),i){let e=this.resolve(o,{...t,keySeparator:!1});e&&e.res&&this.logger.warn("Seems the loaded translations were in flat JSON format instead of nested. 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You access the t function before i18next.init / i18next.loadNamespace / i18next.changeLanguage was done. Wait for the callback or Promise to resolve before accessing it!!!")),f.forEach(r=>{let o;if(this.isValidLookup(t))return;i=r;let s=[l];if(this.i18nFormat&&this.i18nFormat.addLookupKeys)this.i18nFormat.addLookupKeys(s,l,r,e,a);else{let e;c&&(e=this.pluralResolver.getSuffix(r,a.count,a));let t=`${this.options.pluralSeparator}zero`,n=`${this.options.pluralSeparator}ordinal${this.options.pluralSeparator}`;if(c&&(s.push(l+e),a.ordinal&&0===e.indexOf(n)&&s.push(l+e.replace(n,this.options.pluralSeparator)),h&&s.push(l+t)),d){let r=`${l}${this.options.contextSeparator}${a.context}`;s.push(r),c&&(s.push(r+e),a.ordinal&&0===e.indexOf(n)&&s.push(r+e.replace(n,this.options.pluralSeparator)),h&&s.push(r+t))}}for(;o=s.pop();)this.isValidLookup(t)||(n=o,t=this.getResource(r,e,o,a))}))})}),{res:t,usedKey:r,exactUsedKey:n,usedLng:i,usedNS:o}}isValidLookup(e){return void 0!==e&&!(!this.options.returnNull&&null===e)&&!(!this.options.returnEmptyString&&""===e)}getResource(e,t,r){let n=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{};return this.i18nFormat&&this.i18nFormat.getResource?this.i18nFormat.getResource(e,t,r,n):this.resourceStore.getResource(e,t,r,n)}static hasDefaultValue(e){let t="defaultValue";for(let r in e)if(Object.prototype.hasOwnProperty.call(e,r)&&t===r.substring(0,t.length)&&void 0!==e[r])return!0;return!1}}function S(e){return e.charAt(0).toUpperCase()+e.slice(1)}class x{constructor(e){this.options=e,this.supportedLngs=this.options.supportedLngs||!1,this.logger=o.create("languageUtils")}getScriptPartFromCode(e){if(!(e=v(e))||0>e.indexOf("-"))return null;let t=e.split("-");return 2===t.length?null:(t.pop(),"x"===t[t.length-1].toLowerCase())?null:this.formatLanguageCode(t.join("-"))}getLanguagePartFromCode(e){if(!(e=v(e))||0>e.indexOf("-"))return e;let t=e.split("-");return this.formatLanguageCode(t[0])}formatLanguageCode(e){if("string"==typeof e&&e.indexOf("-")>-1){let t=["hans","hant","latn","cyrl","cans","mong","arab"],r=e.split("-");return this.options.lowerCaseLng?r=r.map(e=>e.toLowerCase()):2===r.length?(r[0]=r[0].toLowerCase(),r[1]=r[1].toUpperCase(),t.indexOf(r[1].toLowerCase())>-1&&(r[1]=S(r[1].toLowerCase()))):3===r.length&&(r[0]=r[0].toLowerCase(),2===r[1].length&&(r[1]=r[1].toUpperCase()),"sgn"!==r[0]&&2===r[2].length&&(r[2]=r[2].toUpperCase()),t.indexOf(r[1].toLowerCase())>-1&&(r[1]=S(r[1].toLowerCase())),t.indexOf(r[2].toLowerCase())>-1&&(r[2]=S(r[2].toLowerCase()))),r.join("-")}return this.options.cleanCode||this.options.lowerCaseLng?e.toLowerCase():e}isSupportedCode(e){return("languageOnly"===this.options.load||this.options.nonExplicitSupportedLngs)&&(e=this.getLanguagePartFromCode(e)),!this.supportedLngs||!this.supportedLngs.length||this.supportedLngs.indexOf(e)>-1}getBestMatchFromCodes(e){let t;return e?(e.forEach(e=>{if(t)return;let r=this.formatLanguageCode(e);(!this.options.supportedLngs||this.isSupportedCode(r))&&(t=r)}),!t&&this.options.supportedLngs&&e.forEach(e=>{if(t)return;let r=this.getLanguagePartFromCode(e);if(this.isSupportedCode(r))return t=r;t=this.options.supportedLngs.find(e=>{if(e===r||!(0>e.indexOf("-")&&0>r.indexOf("-"))&&0===e.indexOf(r))return e})}),t||(t=this.getFallbackCodes(this.options.fallbackLng)[0]),t):null}getFallbackCodes(e,t){if(!e)return[];if("function"==typeof e&&(e=e(t)),"string"==typeof e&&(e=[e]),"[object Array]"===Object.prototype.toString.apply(e))return e;if(!t)return e.default||[];let r=e[t];return r||(r=e[this.getScriptPartFromCode(t)]),r||(r=e[this.formatLanguageCode(t)]),r||(r=e[this.getLanguagePartFromCode(t)]),r||(r=e.default),r||[]}toResolveHierarchy(e,t){let r=this.getFallbackCodes(t||this.options.fallbackLng||[],e),n=[],i=e=>{e&&(this.isSupportedCode(e)?n.push(e):this.logger.warn(`rejecting language code not found in supportedLngs: ${e}`))};return"string"==typeof e&&(e.indexOf("-")>-1||e.indexOf("_")>-1)?("languageOnly"!==this.options.load&&i(this.formatLanguageCode(e)),"languageOnly"!==this.options.load&&"currentOnly"!==this.options.load&&i(this.getScriptPartFromCode(e)),"currentOnly"!==this.options.load&&i(this.getLanguagePartFromCode(e))):"string"==typeof e&&i(this.formatLanguageCode(e)),r.forEach(e=>{0>n.indexOf(e)&&i(this.formatLanguageCode(e))}),n}}let w=[{lngs:["ach","ak","am","arn","br","fil","gun","ln","mfe","mg","mi","oc","pt","pt-BR","tg","tl","ti","tr","uz","wa"],nr:[1,2],fc:1},{lngs:["af","an","ast","az","bg","bn","ca","da","de","dev","el","en","eo","es","et","eu","fi","fo","fur","fy","gl","gu","ha","hi","hu","hy","ia","it","kk","kn","ku","lb","mai","ml","mn","mr","nah","nap","nb","ne","nl","nn","no","nso","pa","pap","pms","ps","pt-PT","rm","sco","se","si","so","son","sq","sv","sw","ta","te","tk","ur","yo"],nr:[1,2],fc:2},{lngs:["ay","bo","cgg","fa","ht","id","ja","jbo","ka","km","ko","ky","lo","ms","sah","su","th","tt","ug","vi","wo","zh"],nr:[1],fc:3},{lngs:["be","bs","cnr","dz","hr","ru","sr","uk"],nr:[1,2,5],fc:4},{lngs:["ar"],nr:[0,1,2,3,11,100],fc:5},{lngs:["cs","sk"],nr:[1,2,5],fc:6},{lngs:["csb","pl"],nr:[1,2,5],fc:7},{lngs:["cy"],nr:[1,2,3,8],fc:8},{lngs:["fr"],nr:[1,2],fc:9},{lngs:["ga"],nr:[1,2,3,7,11],fc:10},{lngs:["gd"],nr:[1,2,3,20],fc:11},{lngs:["is"],nr:[1,2],fc:12},{lngs:["jv"],nr:[0,1],fc:13},{lngs:["kw"],nr:[1,2,3,4],fc:14},{lngs:["lt"],nr:[1,2,10],fc:15},{lngs:["lv"],nr:[1,2,0],fc:16},{lngs:["mk"],nr:[1,2],fc:17},{lngs:["mnk"],nr:[0,1,2],fc:18},{lngs:["mt"],nr:[1,2,11,20],fc:19},{lngs:["or"],nr:[2,1],fc:2},{lngs:["ro"],nr:[1,2,20],fc:20},{lngs:["sl"],nr:[5,1,2,3],fc:21},{lngs:["he","iw"],nr:[1,2,20,21],fc:22}],L={1:function(e){return Number(e>1)},2:function(e){return Number(1!=e)},3:function(e){return 0},4:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},5:function(e){return Number(0==e?0:1==e?1:2==e?2:e%100>=3&&e%100<=10?3:e%100>=11?4:5)},6:function(e){return Number(1==e?0:e>=2&&e<=4?1:2)},7:function(e){return Number(1==e?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},8:function(e){return Number(1==e?0:2==e?1:8!=e&&11!=e?2:3)},9:function(e){return Number(e>=2)},10:function(e){return Number(1==e?0:2==e?1:e<7?2:e<11?3:4)},11:function(e){return Number(1==e||11==e?0:2==e||12==e?1:e>2&&e<20?2:3)},12:function(e){return Number(e%10!=1||e%100==11)},13:function(e){return Number(0!==e)},14:function(e){return Number(1==e?0:2==e?1:3==e?2:3)},15:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&(e%100<10||e%100>=20)?1:2)},16:function(e){return Number(e%10==1&&e%100!=11?0:0!==e?1:2)},17:function(e){return Number(1==e||e%10==1&&e%100!=11?0:1)},18:function(e){return 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function(r,n,i){let o=n+JSON.stringify(i),a=t[o];return a||(a=e(v(n),i),t[o]=a),a(r)}}class E{constructor(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};this.logger=o.create("formatter"),this.options=e,this.formats={number:I((e,t)=>{let r=new Intl.NumberFormat(e,{...t});return e=>r.format(e)}),currency:I((e,t)=>{let r=new Intl.NumberFormat(e,{...t,style:"currency"});return e=>r.format(e)}),datetime:I((e,t)=>{let r=new Intl.DateTimeFormat(e,{...t});return e=>r.format(e)}),relativetime:I((e,t)=>{let r=new Intl.RelativeTimeFormat(e,{...t});return e=>r.format(e,t.range||"day")}),list:I((e,t)=>{let r=new Intl.ListFormat(e,{...t});return e=>r.format(e)})},this.init(e)}init(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{interpolation:{}},r=t.interpolation;this.formatSeparator=r.formatSeparator?r.formatSeparator:r.formatSeparator||","}add(e,t){this.formats[e.toLowerCase().trim()]=t}addCached(e,t){this.formats[e.toLowerCase().trim()]=I(t)}format(e,t,r){let 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