diff --git a/.env.example b/.env.example index e97361a5c..dd74c68c0 100644 --- a/.env.example +++ b/.env.example @@ -6,6 +6,12 @@ # Decide to use https / wss secure protocols # CCAT_CORE_USE_SECURE_PROTOCOLS=true +# Uvicorn and FastAPI operating behind https proxy +# CCAT_HTTPS_PROXY_MODE=true + +# Comma separated list of IPs to trust with proxy headers. A wildcard '*' means always trust. +# CCAT_CORS_FORWARDED_ALLOW_IPS="*" + # Protect endpoints with an access token # CCAT_API_KEY=meow # CCAT_API_KEY_WS=meow2 diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml index 40f6996fa..6b48d5ff1 100644 --- a/.github/workflows/pr.yml +++ b/.github/workflows/pr.yml @@ -23,8 +23,8 @@ jobs: steps: - uses: actions/checkout@v2 - name: Cat up - run: docker-compose up -d + run: docker compose up -d - name: Test run: docker exec cheshire_cat_core python -m pytest --color=yes . - name: Cat down - run: docker-compose down + run: docker compose down diff --git a/CHANGELOG.md b/CHANGELOG.md index 31c8e6020..8a5eee71a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,16 @@ # Changelog +## 1.7.1 ( 2024-08-01 ) + +New in version 1.7 + +- User system +- permission system +- JWT support +- Custom Auth support +- White Rabbit +- StrayCat.classify + ## 1.5.0 ( 2024-03-07 ) New in version 1.5.0: **Sir Punctilious Cat, the IV**! diff --git a/compose.yml b/compose.yml index 33cdd8fee..815bf1084 100644 --- a/compose.yml +++ b/compose.yml @@ -6,8 +6,8 @@ services: context: ./core container_name: cheshire_cat_core # Uncomment the two lines below to use your .env (see .env.example) - # env_file: - # - .env + #env_file: + # - .env ports: - ${CCAT_CORE_PORT:-1865}:80 - 5678:5678 # only for development purposes (take away in production) diff --git a/core/cat/agents/__init__.py b/core/cat/agents/__init__.py new file mode 100644 index 000000000..0e9f772eb --- /dev/null +++ b/core/cat/agents/__init__.py @@ -0,0 +1,3 @@ +from .base_agent import BaseAgent, AgentOutput + +__all__ = ['BaseAgent', 'AgentOutput'] \ No newline at end of file diff --git a/core/cat/agents/base_agent.py b/core/cat/agents/base_agent.py index 33822a102..f94155caa 100644 --- a/core/cat/agents/base_agent.py +++ b/core/cat/agents/base_agent.py @@ -1,12 +1,11 @@ from typing import List from abc import ABC, abstractmethod -from langchain_core.utils import get_colored_text from cat.utils import BaseModelDict class AgentOutput(BaseModelDict): - output: str + output: str | None = None intermediate_steps: List = [] return_direct: bool = False @@ -15,25 +14,4 @@ class BaseAgent(ABC): @abstractmethod async def execute(*args, **kwargs) -> AgentOutput: - pass - - # TODO: this is here to debug langchain, take it away - def _log_prompt(self, langchain_prompt, title): - print("\n") - print(get_colored_text(f"==================== {title} ====================", "green")) - for m in langchain_prompt.messages: - print(get_colored_text(type(m).__name__, "green")) - print(m.content) - print(get_colored_text("========================================", "green")) - return langchain_prompt - - # TODO: this is here to debug langchain, take it away - def _log_output(self, langchain_output, title): - print("\n") - print(get_colored_text(f"==================== {title} ====================", "blue")) - if hasattr(langchain_output, 'content'): - print(langchain_output.content) - else: - print(langchain_output) - print(get_colored_text("========================================", "blue")) - return langchain_output \ No newline at end of file + pass \ No newline at end of file diff --git a/core/cat/agents/form_agent.py b/core/cat/agents/form_agent.py new file mode 100644 index 000000000..d393c8fdf --- /dev/null +++ b/core/cat/agents/form_agent.py @@ -0,0 +1,38 @@ +import traceback +from cat.experimental.form import CatFormState +from cat.agents import BaseAgent, AgentOutput +from cat.log import log + +class FormAgent(BaseAgent): + + async def execute(self, stray) -> AgentOutput: + + # get active form from working memory + active_form = stray.working_memory.active_form + + if not active_form: + # no active form + return AgentOutput() + elif active_form._state == CatFormState.CLOSED: + # form is closed, delete it from working memory + stray.working_memory.active_form = None + return AgentOutput() + else: + # continue form + try: + form_output = active_form.next() # form should be async and should be awaited + return AgentOutput( + output=form_output["output"], + return_direct=True, # we assume forms always do a return_direct + intermediate_steps=[ + ((active_form.name, ""), form_output["output"]) + ] + ) + + except Exception as e: + log.error(e) + traceback.print_exc() + return AgentOutput() + + + diff --git a/core/cat/agents/main_agent.py b/core/cat/agents/main_agent.py index a099d739f..7ea5a0226 100644 --- a/core/cat/agents/main_agent.py +++ b/core/cat/agents/main_agent.py @@ -8,7 +8,7 @@ from cat.looking_glass import prompts from cat.utils import verbal_timedelta, BaseModelDict from cat.env import get_env -from cat.agents.base_agent import BaseAgent, AgentOutput +from cat.agents import BaseAgent, AgentOutput from cat.agents.memory_agent import MemoryAgent from cat.agents.procedures_agent import ProceduresAgent @@ -51,8 +51,10 @@ async def execute(self, stray) -> AgentOutput: fast_reply = self.mad_hatter.execute_hook( "agent_fast_reply", fast_reply, cat=stray ) - if len(fast_reply.keys()) > 0: + if isinstance(fast_reply, AgentOutput): return fast_reply + if isinstance(fast_reply, dict) and "output" in fast_reply: + return AgentOutput(**fast_reply) # obtain prompt parts from plugins prompt_prefix = self.mad_hatter.execute_hook( @@ -114,14 +116,15 @@ def format_agent_input(self, stray): ) # format conversation history to be inserted in the prompt - # conversation_history_formatted_content = stray.stringify_chat_history() + # TODOV2: take away + conversation_history_formatted_content = stray.stringify_chat_history() return BaseModelDict(**{ - "input": stray.working_memory.user_message_json.text, # TODO: deprecate, since it is included in chat history "episodic_memory": episodic_memory_formatted_content, "declarative_memory": declarative_memory_formatted_content, - # "chat_history": conversation_history_formatted_content, "tools_output": "", + "input": stray.working_memory.user_message_json.text, # TODOV2: take away + "chat_history": conversation_history_formatted_content, # TODOV2: take away }) def agent_prompt_episodic_memories( diff --git a/core/cat/agents/memory_agent.py b/core/cat/agents/memory_agent.py index 47bacf1d0..2308c483c 100644 --- a/core/cat/agents/memory_agent.py +++ b/core/cat/agents/memory_agent.py @@ -5,33 +5,40 @@ from langchain_core.output_parsers.string import StrOutputParser from cat.looking_glass.callbacks import NewTokenHandler, ModelInteractionHandler -from cat.agents.base_agent import BaseAgent, AgentOutput +from cat.agents import BaseAgent, AgentOutput +from cat import utils + class MemoryAgent(BaseAgent): async def execute(self, stray, prompt_prefix, prompt_suffix) -> AgentOutput: - - final_prompt = ChatPromptTemplate( + + prompt_variables = stray.working_memory.agent_input.model_dump() + sys_prompt = prompt_prefix + prompt_suffix + + # ensure prompt variables and placeholders match + prompt_variables, sys_prompt = utils.match_prompt_variables(prompt_variables, sys_prompt) + + prompt = ChatPromptTemplate( messages=[ SystemMessagePromptTemplate.from_template( - template=prompt_prefix + prompt_suffix + template=sys_prompt ), *(stray.langchainfy_chat_history()), ] ) - memory_chain = ( - final_prompt - | RunnableLambda(lambda x: self._log_prompt(x, "MAIN PROMPT")) + chain = ( + prompt + | RunnableLambda(lambda x: utils.langchain_log_prompt(x, "MAIN PROMPT")) | stray._llm - | RunnableLambda(lambda x: self._log_output(x, "MAIN PROMPT OUTPUT")) + | RunnableLambda(lambda x: utils.langchain_log_output(x, "MAIN PROMPT OUTPUT")) | StrOutputParser() ) - output = memory_chain.invoke( + output = chain.invoke( # convert to dict before passing to langchain - # TODO: ensure dict keys and prompt placeholders map, so there are no issues on mismatches - stray.working_memory.agent_input.model_dump(), + prompt_variables, config=RunnableConfig(callbacks=[NewTokenHandler(stray), ModelInteractionHandler(stray, self.__class__.__name__)]) ) diff --git a/core/cat/agents/procedures_agent.py b/core/cat/agents/procedures_agent.py index bfe79cc36..86baa1b39 100644 --- a/core/cat/agents/procedures_agent.py +++ b/core/cat/agents/procedures_agent.py @@ -1,45 +1,36 @@ -import json import traceback import random -from typing import List, Dict, Union -from copy import deepcopy +from typing import Dict -from langchain.agents import AgentExecutor from langchain.prompts import ChatPromptTemplate from langchain_core.prompts.chat import SystemMessagePromptTemplate -from langchain_core.runnables import RunnableConfig, RunnablePassthrough, RunnableLambda +from langchain_core.runnables import RunnableConfig, RunnableLambda -from cat.agents.base_agent import BaseAgent, AgentOutput +from cat.agents import BaseAgent, AgentOutput +from cat.agents.form_agent import FormAgent from cat.looking_glass import prompts -from cat.looking_glass.output_parser import ChooseProcedureOutputParser -from cat.experimental.form import CatForm, CatFormState +from cat.looking_glass.output_parser import ChooseProcedureOutputParser, LLMAction +from cat.experimental.form import CatForm from cat.mad_hatter.decorators.tool import CatTool from cat.mad_hatter.mad_hatter import MadHatter from cat.mad_hatter.plugin import Plugin from cat.log import log from cat.looking_glass.callbacks import ModelInteractionHandler +from cat import utils -""" -Agent API: - -.execute(stray) -> { - "return_direct": bool, # if True, the agent maanger will return the output directly and block chains - "intermediate_steps": List[Tuple[Tuple[Tool, ToolInput], str]] # list of intermediate steps executed -} - - -""" - class ProceduresAgent(BaseAgent): + form_agent = FormAgent() + allowed_procedures: Dict[str, CatTool | CatForm] = {} + async def execute(self, stray) -> AgentOutput: # Run active form if present - form_result = await self.execute_form_agent(stray) - if form_result: - return AgentOutput(**form_result) # exit agent with form output - + form_output: AgentOutput = await self.form_agent.execute(stray) + if form_output.return_direct: + return form_output + # Select and run useful procedures intermediate_steps = [] procedural_memories = stray.working_memory.procedural_memories @@ -47,15 +38,16 @@ async def execute(self, stray) -> AgentOutput: log.debug(f"Procedural memories retrived: {len(procedural_memories)}.") try: - procedures_result = await self.execute_procedures_agent(stray) - if procedures_result.get("return_direct"): + procedures_result: AgentOutput = await self.execute_procedures(stray) + if procedures_result.return_direct: # exit agent if a return_direct procedure was executed - return AgentOutput(**procedures_result) + return procedures_result # store intermediate steps to enrich memory chain - intermediate_steps = procedures_result["intermediate_steps"] + intermediate_steps = procedures_result.intermediate_steps # Adding the tools_output key in agent input, needed by the memory chain + # TODO: find a more elegant way to pass this information if len(intermediate_steps) > 0: stray.working_memory.agent_input.tools_output = "## Context of executed system tools: \n" for proc_res in intermediate_steps: @@ -63,108 +55,120 @@ async def execute(self, stray) -> AgentOutput: stray.working_memory.agent_input.tools_output += ( f" - {proc_res[0][0]}: {proc_res[1]}\n" ) + return procedures_result except Exception as e: log.error(e) traceback.print_exc() - return AgentOutput( - output="", - intermediate_steps=intermediate_steps, - return_direct=False - ) - - async def execute_form_agent(self, stray): - active_form = stray.working_memory.active_form - if active_form: - # closing form if state is closed - if active_form._state == CatFormState.CLOSED: - stray.working_memory.active_form = None - else: - # continue form - form_out = active_form.next() - # we assume for has always `return_direct` == True - # TODO: this should be inserted in CatForm so devs can decide if the form jumps over memory - form_out["return_direct"] = True - return form_out + return AgentOutput() - return None # no active form - async def execute_procedures_agent(self, stray): + async def execute_procedures(self, stray): # using some hooks mad_hatter = MadHatter() + # get procedures prompt from plugins + procedures_prompt_template = mad_hatter.execute_hook( + "agent_prompt_instructions", prompts.TOOL_PROMPT, cat=stray + ) + # Gather recalled procedures - recalled_procedures_names = self.get_recalled_procedures_names(stray) + recalled_procedures_names: set = self.get_recalled_procedures_names(stray) recalled_procedures_names = mad_hatter.execute_hook( "agent_allowed_tools", recalled_procedures_names, cat=stray ) - # Prepare allowed procedures - allowed_procedures, allowed_tools, return_direct_tools = ( - self.prepare_allowed_procedures(stray, recalled_procedures_names) - ) + # Prepare allowed procedures (tools instances and form classes) + allowed_procedures: Dict[str, CatTool | CatForm] = \ + self.prepare_allowed_procedures( + stray, recalled_procedures_names + ) + + # Execute chain and obtain a choice of procedure from the LLM + llm_action: LLMAction = await self.execute_chain(stray, procedures_prompt_template, allowed_procedures) + + # route execution to subagents + return await self.execute_subagents(stray, llm_action, allowed_procedures) - # Generate the prompt - prompt = ChatPromptTemplate.from_messages( - [ - SystemMessagePromptTemplate.from_template( - template=mad_hatter.execute_hook( - "agent_prompt_instructions", prompts.TOOL_PROMPT, cat=stray - ) - ), - # *(stray.langchainfy_chat_history()) - ] - ) - # Partial the prompt with relevant data - prompt = prompt.partial( - tools="\n".join( + async def execute_chain(self, stray, procedures_prompt_template, allowed_procedures) -> LLMAction: + + # Prepare info to fill up the prompt + prompt_variables = { + "tools": "\n".join( f'- "{tool.name}": {tool.description}' for tool in allowed_procedures.values() ), - tool_names='"' + '", "'.join(allowed_procedures.keys()) + '"', - agent_scratchpad="", - chat_history=stray.stringify_chat_history(), - examples=self.generate_examples(allowed_procedures), + "tool_names": '"' + '", "'.join(allowed_procedures.keys()) + '"', + #"chat_history": stray.stringify_chat_history(), + "examples": self.generate_examples(allowed_procedures), + } + + # Ensure prompt inputs and prompt placeholders map + prompt_variables, procedures_prompt_template = \ + utils.match_prompt_variables(prompt_variables, procedures_prompt_template) + + # Generate prompt + prompt = ChatPromptTemplate( + messages=[ + SystemMessagePromptTemplate.from_template( + template=procedures_prompt_template + ), + *(stray.langchainfy_chat_history()), + ] ) - # Create the agent - agent = ( - RunnablePassthrough.assign( - agent_scratchpad=lambda x: self.generate_scratchpad(x["intermediate_steps"]) - ) - | prompt - | RunnableLambda(lambda x: self._log_prompt(x, "TOOL PROMPT")) + chain = ( + prompt + | RunnableLambda(lambda x: utils.langchain_log_prompt(x, "TOOL PROMPT")) | stray._llm - | RunnableLambda(lambda x: self._log_output(x, "TOOL PROMPT OUTPUT")) - | ChooseProcedureOutputParser() + | RunnableLambda(lambda x: utils.langchain_log_output(x, "TOOL PROMPT OUTPUT")) + | ChooseProcedureOutputParser() # ensures output is a LLMAction ) - # Agent executor - agent_executor = AgentExecutor( - agent=agent, - tools=allowed_tools, - return_intermediate_steps=True, - verbose=False, - max_iterations=5, - ) - - # Agent run - out = agent_executor.invoke( - # convert to dict before passing to langchain - # TODO: ensure dict keys and prompt placeholders map, so there are no issues on mismatches - stray.working_memory.agent_input.model_dump(), + llm_action: LLMAction = chain.invoke( + prompt_variables, config=RunnableConfig(callbacks=[ModelInteractionHandler(stray, self.__class__.__name__)]) ) - # Process intermediate steps and handle forms - out = self.process_intermediate_steps(stray, out, return_direct_tools, allowed_procedures) + return llm_action + + + async def execute_subagents(self, stray, llm_action, allowed_procedures): + # execute chosen tool / form + # loop over allowed tools and forms + if llm_action.action: + chosen_procedure = allowed_procedures.get(llm_action.action, None) + try: + if Plugin._is_cat_tool(chosen_procedure): + # execute tool + tool_output = await chosen_procedure._arun(llm_action.action_input, stray=stray) + return AgentOutput( + output=tool_output, + return_direct=chosen_procedure.return_direct, + intermediate_steps=[ + ((llm_action.action, llm_action.action_input), tool_output) + ] + ) + if Plugin._is_cat_form(chosen_procedure): + # create form + form_instance = chosen_procedure(stray) + # store active form in working memory + stray.working_memory.active_form = form_instance + # execute form + return await self.form_agent.execute(stray) + + except Exception as e: + log.error(f"Error executing {chosen_procedure.procedure_type} `{chosen_procedure.name}`") + log.error(e) + traceback.print_exc() + + return AgentOutput(output="") - return out - def get_recalled_procedures_names(self, stray): + def get_recalled_procedures_names(self, stray) -> set: recalled_procedures_names = set() for p in stray.working_memory.procedural_memories: p_type = p[0].metadata["type"] @@ -175,25 +179,20 @@ def get_recalled_procedures_names(self, stray): recalled_procedures_names.add(p_source) return recalled_procedures_names - def prepare_allowed_procedures(self, stray, recalled_procedures_names): - allowed_procedures: Dict[str, Union[CatTool, CatForm]] = {} - allowed_tools: List[CatTool] = [] - return_direct_tools: List[str] = [] + def prepare_allowed_procedures( + self, + stray, + recalled_procedures_names + ) -> Dict[str, CatTool | CatForm]: + + allowed_procedures: Dict[str, CatTool | CatForm] = {} mad_hatter = MadHatter() for p in mad_hatter.procedures: if p.name in recalled_procedures_names: - if Plugin._is_cat_tool(p): - tool = deepcopy(p) - tool.assign_cat(stray) - allowed_tools.append(tool) - allowed_procedures[tool.name] = tool - if p.return_direct: - return_direct_tools.append(tool.name) - else: - allowed_procedures[p.name] = p + allowed_procedures[p.name] = p - return allowed_procedures, allowed_tools, return_direct_tools + return allowed_procedures def generate_examples(self, allowed_procedures): list_examples = "" @@ -204,58 +203,18 @@ def generate_examples(self, allowed_procedures): example_json = f""" {{ "action": "{proc.name}", - "action_input": // Input of the action according to its description + "action_input": "...input here..." }}""" list_examples += f"\nQuestion: {random.choice(proc.start_examples)}" list_examples += f"\n```json\n{example_json}\n```" - list_examples += """```json -{{ - "action": "final_answer", + list_examples += """ +Question: I have no questions +```json +{ + "action": "no_answer", "action_input": null -}} +} ```""" return list_examples - - def generate_scratchpad(self, intermediate_steps): - thoughts = "" - for action, observation in intermediate_steps: - thoughts += f"```json\n{action.log}\n```\n" - thoughts += f"""```json - {json.dumps({"action_output": observation}, indent=4)} - ``` - """ - return thoughts - - def process_intermediate_steps( - self, - stray, - out, - return_direct_tools: List[str], - allowed_procedures: Dict[str, Union[CatTool, CatForm]], - ): - """ - Process intermediate steps and check if any tool is decorated with return_direct=True. - Also, include forms in the intermediate steps and handle their selection. - """ - out["return_direct"] = False - intermediate_steps = [] - - for step in out.get("intermediate_steps", []): - intermediate_steps.append(((step[0].tool, step[0].tool_input), step[1])) - if step[0].tool in return_direct_tools: - out["return_direct"] = True - - out["intermediate_steps"] = intermediate_steps - if "form" in out: - form_name = out["form"] - if form_name in allowed_procedures: - FormClass = allowed_procedures[form_name] - form_instance = FormClass(stray) - stray.working_memory.active_form = form_instance - out = form_instance.next() - out["return_direct"] = True - intermediate_steps.append(((form_name, None), out["output"])) - - out["intermediate_steps"] = intermediate_steps - return out \ No newline at end of file + diff --git a/core/cat/auth/connection.py b/core/cat/auth/connection.py index 8184bf681..dca30d3f3 100644 --- a/core/cat/auth/connection.py +++ b/core/cat/auth/connection.py @@ -40,7 +40,6 @@ async def __call__( # extract credentials (user_id, token_or_key) from connection user_id, credential = await self.extract_credentials(connection) - auth_handlers = [ # try to get user from local idp connection.app.state.ccat.core_auth_handler, @@ -172,9 +171,9 @@ async def extract_credentials(self, connection: Request) -> Tuple[str] | None: """ token = connection.cookies.get("ccat_user_token", None) - - # core webapps should not be accessed without a token - if not token: + + # core webapps cannot be accessed without a cookie + if token is None or token == "": self.not_allowed(connection) return "user", token diff --git a/core/cat/convo/messages.py b/core/cat/convo/messages.py index 9f1a573f5..2c74c339b 100644 --- a/core/cat/convo/messages.py +++ b/core/cat/convo/messages.py @@ -2,7 +2,7 @@ from cat.utils import BaseModelDict from langchain_core.messages import BaseMessage, AIMessage, HumanMessage from enum import Enum -from pydantic import BaseModel, Field +from pydantic import BaseModel, Field, ConfigDict import time @@ -18,6 +18,10 @@ class ModelInteraction(BaseModel): input_tokens: int started_at: float = Field(default_factory=lambda: time.time()) + model_config = ConfigDict( + protected_namespaces=() + ) + class LLMModelInteraction(ModelInteraction): model_type: Literal["llm"] = Field(default="llm") diff --git a/core/cat/env.py b/core/cat/env.py index 0143faa16..9506e2612 100644 --- a/core/cat/env.py +++ b/core/cat/env.py @@ -19,6 +19,8 @@ def get_supported_env_variables(): "CCAT_JWT_SECRET": "secret", "CCAT_JWT_ALGORITHM": "HS256", "CCAT_JWT_EXPIRE_MINUTES": str(60 * 24), # JWT expires after 1 day + "CCAT_HTTPS_PROXY_MODE": False, + "CCAT_CORS_FORWARDED_ALLOW_IPS": "*", } diff --git a/core/cat/experimental/form/cat_form.py b/core/cat/experimental/form/cat_form.py index 8904c1aeb..8c13061ef 100644 --- a/core/cat/experimental/form/cat_form.py +++ b/core/cat/experimental/form/cat_form.py @@ -3,9 +3,6 @@ from typing import List, Dict from pydantic import BaseModel, ValidationError -from langchain.chains import LLMChain -from langchain_core.prompts.prompt import PromptTemplate - from cat.utils import parse_json from cat.log import log @@ -203,14 +200,7 @@ def extract(self): prompt = self.extraction_prompt() log.debug(prompt) - # Invoke LLM chain - extraction_chain = LLMChain( - prompt=PromptTemplate.from_template(prompt), - llm=self._cat._llm, - verbose=True, - output_key="output", - ) - json_str = extraction_chain.invoke({})["output"] # {"stop": ["```"]} + json_str = self.cat.llm(prompt) log.debug(f"Form JSON after parser:\n{json_str}") diff --git a/core/cat/factory/embedder.py b/core/cat/factory/embedder.py index 819b9c22b..b7af4ef08 100644 --- a/core/cat/factory/embedder.py +++ b/core/cat/factory/embedder.py @@ -5,7 +5,7 @@ from langchain_community.embeddings import FakeEmbeddings, FastEmbedEmbeddings from langchain_openai import OpenAIEmbeddings, AzureOpenAIEmbeddings from langchain_google_genai import GoogleGenerativeAIEmbeddings -from fastembed.embedding import TextEmbedding +from fastembed import TextEmbedding from cat.factory.custom_embedder import DumbEmbedder, CustomOpenAIEmbeddings from cat.mad_hatter.mad_hatter import MadHatter from langchain_cohere import CohereEmbeddings @@ -62,7 +62,7 @@ class EmbedderOpenAICompatibleConfig(EmbedderSettings): model_config = ConfigDict( json_schema_extra={ "humanReadableName": "OpenAI-compatible API embedder", - "description": "Configuration for self-hosted OpenAI-compatible API embeddings", + "description": "Configuration for OpenAI-compatible API embeddings", "link": "", } ) diff --git a/core/cat/factory/llm.py b/core/cat/factory/llm.py index 92c5fd059..d2d85f08e 100644 --- a/core/cat/factory/llm.py +++ b/core/cat/factory/llm.py @@ -1,11 +1,10 @@ from langchain_openai import AzureChatOpenAI from langchain_openai import AzureOpenAI from langchain_community.llms import ( - OpenAI, HuggingFaceTextGenInference, HuggingFaceEndpoint, ) -from langchain_openai import ChatOpenAI +from langchain_openai import ChatOpenAI, OpenAI from langchain_cohere import ChatCohere from langchain_google_genai import ChatGoogleGenerativeAI @@ -88,7 +87,7 @@ class LLMOpenAICompatibleConfig(LLMSettings): model_config = ConfigDict( json_schema_extra={ "humanReadableName": "OpenAI-compatible API", - "description": "Configuration for self-hosted OpenAI-compatible API server, e.g. llama-cpp-python server, text-generation-webui, OpenRouter, TinyLLM", + "description": "Configuration for OpenAI-compatible APIs, e.g. llama-cpp-python server, text-generation-webui, OpenRouter, TinyLLM, TogetherAI and many others.", "link": "", } ) @@ -287,14 +286,14 @@ def get_allowed_language_models(): list_llms_default = [ LLMOpenAIChatConfig, LLMOpenAIConfig, + LLMOpenAICompatibleConfig, + LLMOllamaConfig, LLMGeminiChatConfig, LLMCohereConfig, LLMAzureOpenAIConfig, LLMAzureChatOpenAIConfig, LLMHuggingFaceEndpointConfig, LLMHuggingFaceTextGenInferenceConfig, - LLMOllamaConfig, - LLMOpenAICompatibleConfig, LLMCustomConfig, LLMDefaultConfig, ] diff --git a/core/cat/log.py b/core/cat/log.py index d6ba19b7b..cb2108249 100644 --- a/core/cat/log.py +++ b/core/cat/log.py @@ -214,9 +214,7 @@ def log(self, msg, level="DEBUG"): def welcome(self): """Welcome message in the terminal.""" - secure = get_env("CCAT_CORE_USE_SECURE_PROTOCOLS") - if secure != "": - secure = "s" + secure = "s" if get_env("CCAT_CORE_USE_SECURE_PROTOCOLS") in ("true", "1") else "" cat_host = get_env("CCAT_CORE_HOST") cat_port = get_env("CCAT_CORE_PORT") @@ -227,7 +225,6 @@ def welcome(self): print("\n=============== ^._.^ ===============\n") print(f"Cat REST API: {cat_address}/docs") - print(f"Cat PUBLIC: {cat_address}/public") print(f"Cat ADMIN: {cat_address}/admin\n") print("======================================") diff --git a/core/cat/looking_glass/cheshire_cat.py b/core/cat/looking_glass/cheshire_cat.py index c0d962dae..b34e47aa8 100644 --- a/core/cat/looking_glass/cheshire_cat.py +++ b/core/cat/looking_glass/cheshire_cat.py @@ -3,11 +3,13 @@ from typing_extensions import Protocol -from langchain_core.language_models.llms import BaseLLM from langchain.base_language import BaseLanguageModel -from langchain_core.language_models.chat_models import BaseChatModel -from langchain_community.llms import Cohere, OpenAI -from langchain_openai import ChatOpenAI +from langchain_core.messages import SystemMessage +from langchain_core.runnables import RunnableLambda +from langchain_core.prompts import ChatPromptTemplate +from langchain_core.output_parsers.string import StrOutputParser +from langchain_community.llms import Cohere +from langchain_openai import ChatOpenAI, OpenAI from langchain_google_genai import ChatGoogleGenerativeAI from cat.factory.auth_handler import get_auth_handler_from_name @@ -25,7 +27,7 @@ from cat.memory.long_term_memory import LongTermMemory from cat.rabbit_hole import RabbitHole from cat.utils import singleton - +from cat import utils class Procedure(Protocol): name: str @@ -401,10 +403,26 @@ def llm(self, prompt, *args, **kwargs) -> str: """ - # Check if self._llm is a completion model and generate a response - if isinstance(self._llm, BaseLLM): - return self._llm(prompt) + # Add a token counter to the callbacks + caller = utils.get_caller_info() + + # here we deal with motherfucking langchain + prompt = ChatPromptTemplate( + messages=[ + SystemMessage(content=prompt) + ] + ) + + chain = ( + prompt + | RunnableLambda(lambda x: utils.langchain_log_prompt(x, f"{caller} prompt")) + | self._llm + | RunnableLambda(lambda x: utils.langchain_log_output(x, f"{caller} prompt output")) + | StrOutputParser() + ) + + output = chain.invoke( + {}, # in case we need to pass info to the template + ) - # Check if self._llm is a chat model and call it as a completion model - if isinstance(self._llm, BaseChatModel): - return self._llm.call_as_llm(prompt) + return output diff --git a/core/cat/looking_glass/output_parser.py b/core/cat/looking_glass/output_parser.py index b5b6a0246..9871832a6 100644 --- a/core/cat/looking_glass/output_parser.py +++ b/core/cat/looking_glass/output_parser.py @@ -1,51 +1,30 @@ import json -from langchain.agents import AgentOutputParser -from langchain.schema import AgentAction, AgentFinish -from typing import Union +from typing import Any +from pydantic import BaseModel +from langchain_core.output_parsers.transform import BaseCumulativeTransformOutputParser -from cat.mad_hatter.mad_hatter import MadHatter from cat.utils import parse_json from cat.log import log -class ChooseProcedureOutputParser(AgentOutputParser): - def parse(self, llm_output: str) -> Union[AgentAction, AgentFinish]: +class LLMAction(BaseModel): + action: Any = None + action_input: Any = None - # Making JSON valid - llm_output = llm_output.replace("None", "null") +class ChooseProcedureOutputParser(BaseCumulativeTransformOutputParser): + + def parse(self, llm_output: str) -> LLMAction: try: - parsed_output = parse_json(llm_output) - parsed_output_log = json.dumps(parsed_output, indent=4) + llm_action = parse_json(llm_output, pydantic_model=LLMAction) except Exception as e: log.error(e) - parsed_output = {} - parsed_output_log = f"Error during JSON parsing, LLM output was: {llm_output}." - - action = parsed_output.get("action", "final_answer") - action_input = parsed_output.get("action_input", "") - if action_input is None: - action_input = "" - - if action == "final_answer": - return AgentFinish( - # Return values is generally always a dictionary with a single `output` key - # It is not recommended to try anything else at the moment :) - return_values={"output": None}, - log=parsed_output_log, - ) + llm_action = LLMAction() # Extract action input # TODOV2: return proper types (not only strings) - if not isinstance(action_input, str): - action_input = json.dumps(action_input) - - for Form in MadHatter().forms: - if Form.name == action: - return AgentFinish( - return_values={"output": None, "form": action}, - log=parsed_output_log, - ) - - # Return the action and action input - return AgentAction(tool=action, tool_input=action_input, log=parsed_output_log) + if llm_action.action_input and \ + type(llm_action.action_input) not in [str, None]: + llm_action.action_input = json.dumps(llm_action.action_input) # TODOV2: remove this dumps and return proper type + + return llm_action diff --git a/core/cat/looking_glass/prompts.py b/core/cat/looking_glass/prompts.py index a370a6766..e8ed510b2 100644 --- a/core/cat/looking_glass/prompts.py +++ b/core/cat/looking_glass/prompts.py @@ -1,61 +1,33 @@ -TOOL_PROMPT = """Create a JSON action to complete the action sequence, with the correct "action" and "action_input" to help the Human. +TOOL_PROMPT = """Create a JSON with the correct "action" and "action_input" to help the Human. You can use one of these actions: {tools} -- "final_answer": Use this action to finish or if no relevant action is available. Input is always null. +- "no_action": Use this action if no relevant action is available. Input is always null. ## The JSON must have the following structure: ```json {{ - "action": // str - The name of the action to take, should be one of [{tool_names}, "final_answer"] - "action_input": // str or null - The input to the action according to it's description + "action": // str - The name of the action to take, should be one of [{tool_names}, "no_action"] + "action_input": // str or null - The input to the action according to its description }} ``` {examples} - -## Action output - -After each action there will be an action output in this format: -```json -{{ - "action_output": // output of the preceding action -}} -``` - -## Final answer / no action available -When you have a final answer (or no tools are relevant), use the following format: -```json -{{ - "action": "final_answer", - "action_input": null -}} -``` - -## Conversation with Human: -{chat_history} - -## Actions sequence used until now: -{agent_scratchpad} - -# Next Action to perform or final_answer: """ MAIN_PROMPT_PREFIX = """You are the Cheshire Cat AI, an intelligent AI that passes the Turing test. -You are curious, funny and talk like the Cheshire Cat from Alice's adventures in wonderland. +You behave like the Cheshire Cat from Alice's adventures in wonderland, and you are helpful. You answer Human shortly and with a focus on the following context.""" MAIN_PROMPT_SUFFIX = """ # Context - {episodic_memory} {declarative_memory} {tools_output} - -# Conversation until now:""" +""" diff --git a/core/cat/looking_glass/stray_cat.py b/core/cat/looking_glass/stray_cat.py index d69013d59..817cf669f 100644 --- a/core/cat/looking_glass/stray_cat.py +++ b/core/cat/looking_glass/stray_cat.py @@ -5,9 +5,10 @@ from typing import Literal, get_args, List, Dict, Union, Any from langchain.docstore.document import Document -from langchain_core.language_models.chat_models import BaseChatModel -from langchain_community.llms import BaseLLM -from langchain_core.messages import AIMessage, HumanMessage, BaseMessage +from langchain_core.messages import AIMessage, HumanMessage, SystemMessage, BaseMessage +from langchain_core.runnables import RunnableConfig, RunnableLambda +from langchain_core.prompts import ChatPromptTemplate +from langchain_core.output_parsers.string import StrOutputParser from fastapi import WebSocket @@ -16,9 +17,8 @@ from cat.looking_glass.callbacks import NewTokenHandler, ModelInteractionHandler from cat.memory.working_memory import WorkingMemory from cat.convo.messages import CatMessage, UserMessage, MessageWhy, Role, EmbedderModelInteraction -from cat.agents.base_agent import AgentOutput - -from cat.utils import levenshtein_distance +from cat.agents import AgentOutput +from cat import utils MSG_TYPES = Literal["notification", "chat", "error", "chat_token"] @@ -289,15 +289,35 @@ def llm(self, prompt: str, stream: bool = False) -> str: callbacks.append(NewTokenHandler(self)) # Add a token counter to the callbacks - callbacks.append(ModelInteractionHandler(self, self.__class__.__name__)) + caller = utils.get_caller_info() + callbacks.append(ModelInteractionHandler(self, caller or "StrayCat")) + + + + # here we deal with motherfucking langchain + prompt = ChatPromptTemplate( + messages=[ + SystemMessage(content=prompt) + # TODO: add here optional convo history passed to the method, + # or taken from working memory + ] + ) + + chain = ( + prompt + | RunnableLambda(lambda x: utils.langchain_log_prompt(x, f"{caller} prompt")) + | self._llm + | RunnableLambda(lambda x: utils.langchain_log_output(x, f"{caller} prompt output")) + | StrOutputParser() + ) + + output = chain.invoke( + {}, # in case we need to pass info to the template + config=RunnableConfig(callbacks=callbacks) + ) - # Check if self._llm is a completion model and generate a response - if isinstance(self._llm, BaseLLM): - return self._llm(prompt, callbacks=callbacks) + return output - # Check if self._llm is a chat model and call it as a completion model - if isinstance(self._llm, BaseChatModel): - return self._llm.call_as_llm(prompt, callbacks=callbacks) async def __call__(self, message_dict): """Call the Cat instance. @@ -409,7 +429,9 @@ async def __call__(self, message_dict): # why this response? why = self.__build_why() + # TODO: should these assignations be included in self.__build_why ? why.intermediate_steps = agent_output.intermediate_steps + why.agent_output = agent_output.model_dump() # prepare final cat message final_output = CatMessage( @@ -498,7 +520,7 @@ def classify( # find the closest match and its score with levenshtein distance best_label, score = min( - ((label, levenshtein_distance(response, label)) for label in labels_names), + ((label, utils.levenshtein_distance(response, label)) for label in labels_names), key=lambda x: x[1], ) diff --git a/core/cat/mad_hatter/core_plugin/hooks/prompt.py b/core/cat/mad_hatter/core_plugin/hooks/prompt.py index 0a4af9628..b4321734e 100644 --- a/core/cat/mad_hatter/core_plugin/hooks/prompt.py +++ b/core/cat/mad_hatter/core_plugin/hooks/prompt.py @@ -13,25 +13,25 @@ def agent_prompt_prefix(prefix, cat) -> str: """Hook the main prompt prefix. Allows to edit the prefix of the *Main Prompt* that the Cat feeds to the *Agent*. + It describes the personality of your assistant and its general task. - The prefix is then composed with two other prompts components, i.e. the `agent_prompt_instructions` - and the `agent_prompt_suffix`. + The prefix is then completed with the `agent_prompt_suffix`. Parameters ---------- - cat : CheshireCat - Cheshire Cat instance. + prefix : str + Main / System prompt with personality and general task to be accomplished. + cat : StrayCat + StrayCat instance. Returns ------- prefix : str - The prefix string to be composed with the other two components to make up the *Main Prompt*. + Main / System prompt. Notes ----- The default prefix describe who the AI is and how it is expected to answer the Human. - The next part of the prompt (generated form the *Agent*) contains the list of available Tools. - """ return prefix @@ -41,34 +41,23 @@ def agent_prompt_prefix(prefix, cat) -> str: def agent_prompt_instructions(instructions: str, cat) -> str: """Hook the instruction prompt. - Allows to edit the instructions that the Cat feeds to the *Agent*. - - The instructions are then composed with two other prompt components, i.e. `agent_prompt_prefix` - and `agent_prompt_suffix`. + Allows to edit the instructions that the Cat feeds to the *Agent* to select tools and forms. Parameters ---------- - cat : CheshireCat - Cheshire Cat instance. + instructions : str + Instructions prompt to select tool or form. + cat : StrayCat + StrayCat instance. Returns ------- instructions : str - The string with the set of instructions informing the *Agent* on how to format its reasoning to select a - proper tool for the task at hand. + Instructions prompt to select tool or form Notes ----- - This prompt explains the *Agent* how to format its chain of reasoning when deciding when and which tool to use. - Default prompt splits the reasoning in:: - - - Thought: Yes/No answer to the question "Do I need to use a tool?"; - - - Action: a tool chosen among the available ones; - - - Action Input: input to be passed to the tool. This is inferred as explained in the tool docstring; - - - Observation: description of the result (which is the output of the @tool decorated function found in plugins). + This prompt explains the *Agent* how to select a tool or form. """ @@ -81,18 +70,17 @@ def agent_prompt_suffix(prompt_suffix: str, cat) -> str: Allows to edit the suffix of the *Main Prompt* that the Cat feeds to the *Agent*. - The suffix is then composed with two other prompts components, i.e. the `agent_prompt_prefix` - and the `agent_prompt_instructions`. + The suffix is concatenated to `agent_prompt_prefix` when RAG context is used. Parameters ---------- - cat : CheshireCat - Cheshire Cat instance. + cat : StrayCat + StrayCat instance. Returns ------- - suffix : str - The suffix string to be composed with the other two components that make up the *Main Prompt*. + prompt_suffix : str + The suffix string to be concatenated to the *Main Prompt* (prefix). Notes ----- diff --git a/core/cat/mad_hatter/decorators/tool.py b/core/cat/mad_hatter/decorators/tool.py index 2dda5e1f0..b9cfd16eb 100644 --- a/core/cat/mad_hatter/decorators/tool.py +++ b/core/cat/mad_hatter/decorators/tool.py @@ -1,6 +1,4 @@ -import asyncio import inspect -import concurrent from typing import Union, Callable, List from inspect import signature @@ -26,9 +24,6 @@ def __init__( name=name, func=func, description=description, return_direct=return_direct ) - # StrayCat instance will be set by the agent - self.cat = None - self.func = func self.procedure_type = "tool" self.name = name @@ -49,37 +44,20 @@ def start_examples(self): def __repr__(self) -> str: return f"CatTool(name={self.name}, return_direct={self.return_direct}, description={self.description})" - # used by the agent to let a Tool access the cat instance - def assign_cat(self, cat): - self.cat = cat + # we run tools always async, even if they are not defined so in a plugin + def _run(self, input_by_llm: str) -> str: + pass # do nothing + + # we run tools always async, even if they are not defined so in a plugin + async def _arun(self, input_by_llm, stray): - def _run(self, input_by_llm): - # Check if the tool is a corutine - if inspect.iscoroutinefunction(self.func): - # Wrap the corutine in a function - def start(coro, *args, **kwargs): - # Create a new event loop - loop = asyncio.new_event_loop() - # Set the event loop - asyncio.set_event_loop(loop) - # Run the tool - return loop.run_until_complete(coro(input_by_llm, cat=self.cat)) - - with concurrent.futures.ThreadPoolExecutor() as exe: - # Run tool in a separete tread - future = exe.submit(start, self.func, input_by_llm, self.cat) - # Wait for the result - return future.result() - - # If the tool is a function call it and return the result - return self.func(input_by_llm, cat=self.cat) - - async def _arun(self, input_by_llm): + # await if the tool is async if inspect.iscoroutinefunction(self.func): - return await self.func(input_by_llm, cat=self.cat) + return await self.func(input_by_llm, cat=stray) - return await self.cat.loop.run_in_executor( - None, self.func, input_by_llm, self.cat + # run in executor if the tool is not async + return await stray.loop.run_in_executor( + None, self.func, input_by_llm, stray ) # override `extra = 'forbid'` for Tool pydantic model in langchain diff --git a/core/cat/main.py b/core/cat/main.py index 98118b58d..da1f9198f 100644 --- a/core/cat/main.py +++ b/core/cat/main.py @@ -14,6 +14,7 @@ from cat.routes import ( base, auth, + users, settings, llm, embedder, @@ -23,8 +24,7 @@ upload, websocket, ) -from cat.routes.users import users, users_manager -from cat.routes.static import public, admin, static +from cat.routes.static import admin, static from cat.routes.openapi import get_openapi_configuration_function from cat.looking_glass.cheshire_cat import CheshireCat @@ -82,7 +82,6 @@ def custom_generate_unique_id(route: APIRoute): cheshire_cat_api.include_router(base.router, tags=["Status"]) cheshire_cat_api.include_router(auth.router, tags=["User Auth"], prefix="/auth") cheshire_cat_api.include_router(users.router, tags=["Users"], prefix="/users") -cheshire_cat_api.include_router(users_manager.router, tags=["Users Manager"], prefix="/users-manager") cheshire_cat_api.include_router(settings.router, tags=["Settings"], prefix="/settings") cheshire_cat_api.include_router( llm.router, tags=["Large Language Model"], prefix="/llm" @@ -106,8 +105,6 @@ def custom_generate_unique_id(route: APIRoute): admin.mount(cheshire_cat_api) # static files (for plugins and other purposes) static.mount(cheshire_cat_api) -# static files for hackable chat in cat/public -public.mount(cheshire_cat_api) # error handling @@ -140,6 +137,13 @@ async def scalar_docs(): "reload_includes": ["plugin.json"], "reload_excludes": ["*test_*.*", "*mock_*.*"], } + # uvicorn running behind an https proxy + proxy_pass_config = {} + if get_env("CCAT_HTTPS_PROXY_MODE") in ("1", "true"): + proxy_pass_config = { + "proxy_headers": True, + "forwarded_allow_ips": get_env("CCAT_CORS_FORWARDED_ALLOW_IPS"), + } uvicorn.run( "cat.main:cheshire_cat_api", @@ -148,4 +152,5 @@ async def scalar_docs(): use_colors=True, log_level=get_env("CCAT_LOG_LEVEL").lower(), **debug_config, + **proxy_pass_config, ) diff --git a/core/cat/public/index.html b/core/cat/public/index.html deleted file mode 100644 index 2657e6d98..000000000 --- a/core/cat/public/index.html +++ /dev/null @@ -1,17 +0,0 @@ - - - - - - - Cheshire Cat Chat - - - - - -

Cat ready to hack!

- - - - diff --git a/core/cat/public/main.css b/core/cat/public/main.css deleted file mode 100644 index 255fe3eeb..000000000 --- a/core/cat/public/main.css +++ /dev/null @@ -1,18 +0,0 @@ -body { - display: flex; - flex-direction: column; - padding: 0.5rem; - height: 100vh; - max-height: 100vh; - min-height: 100vh; -} - -.chat-title { - font-size: 3rem; - text-align: center; - font-weight: 800; -} - -#cat-chat { - flex-grow: 1; -} \ No newline at end of file diff --git a/core/cat/public/settings.js b/core/cat/public/settings.js deleted file mode 100644 index 1a20dcbfe..000000000 --- a/core/cat/public/settings.js +++ /dev/null @@ -1,31 +0,0 @@ -const catChat = document.querySelector("#cat-chat") - -catChat.settings = { - authKey: 'meow', - baseUrl: 'localhost', - port: '1865', - ws: { - onFailed: (error) => { - console.log(error.description) - } - }, - callback: (message) => { - console.log("Callback called.") - return `${message}` - }, - defaults: ['Is everything ok?', 'Who are you?', 'What time is it?', 'What\'s up?', 'Hello Cheshire Cat!'], - features: ['record', 'web', 'file', 'reset'], - files: ['text/plain', 'application/pdf', 'application/pdf'] -} - -catChat.addEventListener("message", ({ detail }) => { - console.log("Message:", detail.text) -}) - -catChat.addEventListener("upload", ({ detail }) => { - console.log("Uploaded content:", detail instanceof File ? detail.name : detail) -}) - -catChat.addEventListener("notification", ({ detail }) => { - console.log("Notification:", detail.text) -}) \ No newline at end of file diff --git a/core/cat/public/widget.css b/core/cat/public/widget.css deleted file mode 100644 index 6dd880710..000000000 --- a/core/cat/public/widget.css +++ /dev/null @@ -1,19 +0,0 @@ -@import"https://fonts.googleapis.com/css2?family=Ubuntu:ital,wght@0,400;0,500;0,700;1,400;1,500;1,700&display=swap";.notifications-move[data-v-0c389d19],.notifications-enter-active[data-v-0c389d19],.notifications-leave-active[data-v-0c389d19]{transition:all .5s ease}.notifications-enter-from[data-v-0c389d19],.notifications-leave-to[data-v-0c389d19]{opacity:0;transform:translate(30px)}*,:before,:after{box-sizing:border-box;border-width:0;border-style:solid;border-color:#e5e7eb}:before,:after{--tw-content: ""}html{line-height:1.5;-webkit-text-size-adjust:100%;-moz-tab-size:4;-o-tab-size:4;tab-size:4;font-family:ui-sans-serif,system-ui,-apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Helvetica Neue,Arial,Noto Sans,sans-serif,"Apple Color Emoji","Segoe UI Emoji",Segoe UI Symbol,"Noto Color Emoji";font-feature-settings:normal;font-variation-settings:normal}body{margin:0;line-height:inherit}hr{height:0;color:inherit;border-top-width:1px}abbr:where([title]){-webkit-text-decoration:underline dotted;text-decoration:underline dotted}h1,h2,h3,h4,h5,h6{font-size:inherit;font-weight:inherit}a{color:inherit;text-decoration:inherit}b,strong{font-weight:bolder}code,kbd,samp,pre{font-family:ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,Liberation 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gl_ObjectPlaneS gl_ObjectPlaneT gl_PatchVerticesIn gl_Point gl_PointCoord gl_PointSize gl_Position gl_PrimitiveID gl_PrimitiveIDIn gl_ProjectionMatrix gl_ProjectionMatrixInverse gl_ProjectionMatrixInverseTranspose gl_ProjectionMatrixTranspose gl_SampleID gl_SampleMask gl_SampleMaskIn gl_SamplePosition gl_SecondaryColor gl_TessCoord gl_TessLevelInner gl_TessLevelOuter gl_TexCoord gl_TextureEnvColor gl_TextureMatrix gl_TextureMatrixInverse gl_TextureMatrixInverseTranspose gl_TextureMatrixTranspose gl_Vertex gl_VertexID gl_ViewportIndex gl_WorkGroupID gl_WorkGroupSize gl_in gl_out EmitStreamVertex EmitVertex EndPrimitive EndStreamPrimitive abs acos acosh all any asin asinh atan atanh atomicAdd atomicAnd atomicCompSwap atomicCounter atomicCounterDecrement atomicCounterIncrement atomicExchange atomicMax atomicMin atomicOr atomicXor barrier bitCount bitfieldExtract bitfieldInsert bitfieldReverse ceil clamp cos cosh cross dFdx dFdy degrees determinant distance dot equal exp exp2 faceforward findLSB findMSB floatBitsToInt floatBitsToUint floor fma fract frexp ftransform fwidth greaterThan greaterThanEqual groupMemoryBarrier imageAtomicAdd imageAtomicAnd imageAtomicCompSwap imageAtomicExchange imageAtomicMax imageAtomicMin imageAtomicOr imageAtomicXor imageLoad imageSize imageStore imulExtended intBitsToFloat interpolateAtCentroid interpolateAtOffset interpolateAtSample inverse inversesqrt isinf isnan ldexp length lessThan lessThanEqual log log2 matrixCompMult max memoryBarrier memoryBarrierAtomicCounter memoryBarrierBuffer memoryBarrierImage memoryBarrierShared min mix mod modf noise1 noise2 noise3 noise4 normalize not notEqual outerProduct packDouble2x32 packHalf2x16 packSnorm2x16 packSnorm4x8 packUnorm2x16 packUnorm4x8 pow radians reflect refract round roundEven shadow1D shadow1DLod shadow1DProj shadow1DProjLod shadow2D shadow2DLod shadow2DProj shadow2DProjLod sign sin sinh smoothstep sqrt step tan tanh texelFetch texelFetchOffset texture texture1D texture1DLod texture1DProj texture1DProjLod texture2D texture2DLod texture2DProj texture2DProjLod texture3D texture3DLod texture3DProj texture3DProjLod textureCube textureCubeLod textureGather textureGatherOffset textureGatherOffsets textureGrad textureGradOffset textureLod textureLodOffset textureOffset textureProj textureProjGrad textureProjGradOffset textureProjLod textureProjLodOffset textureProjOffset textureQueryLevels textureQueryLod textureSize transpose trunc uaddCarry uintBitsToFloat umulExtended unpackDouble2x32 unpackHalf2x16 unpackSnorm2x16 unpackSnorm4x8 unpackUnorm2x16 unpackUnorm4x8 usubBorrow",literal:"true false"},illegal:'"',contains:[t.C_LINE_COMMENT_MODE,t.C_BLOCK_COMMENT_MODE,t.C_NUMBER_MODE,{className:"meta",begin:"#",end:"$"}]}}return ad=e,ad}var od,VT;function EF(){if(VT)return od;VT=1;function 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SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE_ACTION SYSRES_CONST_ALL_ACCEPT_CONDITION_RUS SYSRES_CONST_ALL_USERS_GROUP SYSRES_CONST_ALL_USERS_GROUP_NAME SYSRES_CONST_ALL_USERS_SERVER_GROUP_NAME SYSRES_CONST_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_APP_VIEWER_TYPE_REQUISITE_CODE SYSRES_CONST_APPROVING_SIGNATURE_NAME SYSRES_CONST_APPROVING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE_CODE SYSRES_CONST_ATTACH_TYPE_COMPONENT_TOKEN SYSRES_CONST_ATTACH_TYPE_DOC SYSRES_CONST_ATTACH_TYPE_EDOC SYSRES_CONST_ATTACH_TYPE_FOLDER SYSRES_CONST_ATTACH_TYPE_JOB SYSRES_CONST_ATTACH_TYPE_REFERENCE SYSRES_CONST_ATTACH_TYPE_TASK SYSRES_CONST_AUTH_ENCODED_PASSWORD SYSRES_CONST_AUTH_ENCODED_PASSWORD_CODE SYSRES_CONST_AUTH_NOVELL SYSRES_CONST_AUTH_PASSWORD SYSRES_CONST_AUTH_PASSWORD_CODE SYSRES_CONST_AUTH_WINDOWS SYSRES_CONST_AUTHENTICATING_SIGNATURE_NAME SYSRES_CONST_AUTHENTICATING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_AUTO_ENUM_METHOD_FLAG SYSRES_CONST_AUTO_NUMERATION_CODE SYSRES_CONST_AUTO_STRONG_ENUM_METHOD_FLAG SYSRES_CONST_AUTOTEXT_NAME_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_TEXT_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_USAGE_ALL SYSRES_CONST_AUTOTEXT_USAGE_ALL_CODE SYSRES_CONST_AUTOTEXT_USAGE_SIGN SYSRES_CONST_AUTOTEXT_USAGE_SIGN_CODE SYSRES_CONST_AUTOTEXT_USAGE_WORK SYSRES_CONST_AUTOTEXT_USAGE_WORK_CODE SYSRES_CONST_AUTOTEXT_USE_ANYWHERE_CODE SYSRES_CONST_AUTOTEXT_USE_ON_SIGNING_CODE SYSRES_CONST_AUTOTEXT_USE_ON_WORK_CODE SYSRES_CONST_BEGIN_DATE_REQUISITE_CODE SYSRES_CONST_BLACK_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BLUE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BTN_PART SYSRES_CONST_CALCULATED_ROLE_TYPE_CODE SYSRES_CONST_CALL_TYPE_VARIABLE_BUTTON_VALUE SYSRES_CONST_CALL_TYPE_VARIABLE_PROGRAM_VALUE SYSRES_CONST_CANCEL_MESSAGE_FUNCTION_RESULT SYSRES_CONST_CARD_PART SYSRES_CONST_CARD_REFERENCE_MODE_NAME SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_AND_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_VALUE SYSRES_CONST_CHECK_PARAM_VALUE_DATE_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_FLOAT_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_INTEGER_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_PICK_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_REEFRENCE_PARAM_TYPE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_CODE_COMPONENT_TYPE_ADMIN SYSRES_CONST_CODE_COMPONENT_TYPE_DEVELOPER SYSRES_CONST_CODE_COMPONENT_TYPE_DOCS SYSRES_CONST_CODE_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_CODE_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_CODE_COMPONENT_TYPE_OTHER SYSRES_CONST_CODE_COMPONENT_TYPE_REFERENCE SYSRES_CONST_CODE_COMPONENT_TYPE_REPORT SYSRES_CONST_CODE_COMPONENT_TYPE_SCRIPT SYSRES_CONST_CODE_COMPONENT_TYPE_URL SYSRES_CONST_CODE_REQUISITE_ACCESS SYSRES_CONST_CODE_REQUISITE_CODE SYSRES_CONST_CODE_REQUISITE_COMPONENT SYSRES_CONST_CODE_REQUISITE_DESCRIPTION SYSRES_CONST_CODE_REQUISITE_EXCLUDE_COMPONENT SYSRES_CONST_CODE_REQUISITE_RECORD SYSRES_CONST_COMMENT_REQ_CODE SYSRES_CONST_COMMON_SETTINGS_REQUISITE_CODE SYSRES_CONST_COMP_CODE_GRD SYSRES_CONST_COMPONENT_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_COMPONENT_TYPE_ADMIN_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DEVELOPER_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DOCS SYSRES_CONST_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_COMPONENT_TYPE_EDOCS SYSRES_CONST_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_COMPONENT_TYPE_OTHER SYSRES_CONST_COMPONENT_TYPE_REFERENCE_TYPES SYSRES_CONST_COMPONENT_TYPE_REFERENCES SYSRES_CONST_COMPONENT_TYPE_REPORTS SYSRES_CONST_COMPONENT_TYPE_SCRIPTS SYSRES_CONST_COMPONENT_TYPE_URL SYSRES_CONST_COMPONENTS_REMOTE_SERVERS_VIEW_CODE SYSRES_CONST_CONDITION_BLOCK_DESCRIPTION SYSRES_CONST_CONST_FIRM_STATUS_COMMON SYSRES_CONST_CONST_FIRM_STATUS_INDIVIDUAL SYSRES_CONST_CONST_NEGATIVE_VALUE SYSRES_CONST_CONST_POSITIVE_VALUE SYSRES_CONST_CONST_SERVER_STATUS_DONT_REPLICATE SYSRES_CONST_CONST_SERVER_STATUS_REPLICATE SYSRES_CONST_CONTENTS_REQUISITE_CODE SYSRES_CONST_DATA_TYPE_BOOLEAN SYSRES_CONST_DATA_TYPE_DATE SYSRES_CONST_DATA_TYPE_FLOAT SYSRES_CONST_DATA_TYPE_INTEGER SYSRES_CONST_DATA_TYPE_PICK SYSRES_CONST_DATA_TYPE_REFERENCE SYSRES_CONST_DATA_TYPE_STRING SYSRES_CONST_DATA_TYPE_TEXT SYSRES_CONST_DATA_TYPE_VARIANT SYSRES_CONST_DATE_CLOSE_REQ_CODE SYSRES_CONST_DATE_FORMAT_DATE_ONLY_CHAR SYSRES_CONST_DATE_OPEN_REQ_CODE SYSRES_CONST_DATE_REQUISITE SYSRES_CONST_DATE_REQUISITE_CODE SYSRES_CONST_DATE_REQUISITE_NAME SYSRES_CONST_DATE_REQUISITE_TYPE SYSRES_CONST_DATE_TYPE_CHAR SYSRES_CONST_DATETIME_FORMAT_VALUE SYSRES_CONST_DEA_ACCESS_RIGHTS_ACTION_CODE SYSRES_CONST_DESCRIPTION_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_DET1_PART SYSRES_CONST_DET2_PART SYSRES_CONST_DET3_PART SYSRES_CONST_DET4_PART SYSRES_CONST_DET5_PART SYSRES_CONST_DET6_PART SYSRES_CONST_DETAIL_DATASET_KEY_REQUISITE_CODE SYSRES_CONST_DETAIL_PICK_REQUISITE_CODE SYSRES_CONST_DETAIL_REQ_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_NAME SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_NAME SYSRES_CONST_DOCUMENT_STORAGES_CODE SYSRES_CONST_DOCUMENT_TEMPLATES_TYPE_NAME SYSRES_CONST_DOUBLE_REQUISITE_CODE SYSRES_CONST_EDITOR_CLOSE_FILE_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_CLOSE_PROCESS_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_TYPE_REQUISITE_CODE SYSRES_CONST_EDITORS_APPLICATION_NAME_REQUISITE_CODE SYSRES_CONST_EDITORS_CREATE_SEVERAL_PROCESSES_REQUISITE_CODE SYSRES_CONST_EDITORS_EXTENSION_REQUISITE_CODE SYSRES_CONST_EDITORS_OBSERVER_BY_PROCESS_TYPE SYSRES_CONST_EDITORS_REFERENCE_CODE SYSRES_CONST_EDITORS_REPLACE_SPEC_CHARS_REQUISITE_CODE SYSRES_CONST_EDITORS_USE_PLUGINS_REQUISITE_CODE SYSRES_CONST_EDITORS_VIEW_DOCUMENT_OPENED_TO_EDIT_CODE SYSRES_CONST_EDOC_CARD_TYPE_REQUISITE_CODE SYSRES_CONST_EDOC_CARD_TYPES_LINK_REQUISITE_CODE SYSRES_CONST_EDOC_CERTIFICATE_AND_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_CERTIFICATE_ENCODE_CODE SYSRES_CONST_EDOC_DATE_REQUISITE_CODE SYSRES_CONST_EDOC_KIND_REFERENCE_CODE SYSRES_CONST_EDOC_KINDS_BY_TEMPLATE_ACTION_CODE SYSRES_CONST_EDOC_MANAGE_ACCESS_CODE SYSRES_CONST_EDOC_NONE_ENCODE_CODE SYSRES_CONST_EDOC_NUMBER_REQUISITE_CODE SYSRES_CONST_EDOC_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_READONLY_ACCESS_CODE SYSRES_CONST_EDOC_SHELL_LIFE_TYPE_VIEW_VALUE SYSRES_CONST_EDOC_SIZE_RESTRICTION_PRIORITY_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_CHECK_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_COMPUTER_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_DATABASE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_EDIT_IN_STORAGE_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_LOCAL_PATH_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_SHARED_SOURCE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_EDOC_TYPES_REFERENCE_CODE SYSRES_CONST_EDOC_VERSION_ACTIVE_STAGE_CODE SYSRES_CONST_EDOC_VERSION_DESIGN_STAGE_CODE SYSRES_CONST_EDOC_VERSION_OBSOLETE_STAGE_CODE SYSRES_CONST_EDOC_WRITE_ACCES_CODE SYSRES_CONST_EDOCUMENT_CARD_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_END_DATE_REQUISITE_CODE SYSRES_CONST_ENUMERATION_TYPE_REQUISITE_CODE SYSRES_CONST_EXECUTE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_EXECUTIVE_FILE_STORAGE_TYPE SYSRES_CONST_EXIST_CONST SYSRES_CONST_EXIST_VALUE SYSRES_CONST_EXPORT_LOCK_TYPE_ASK SYSRES_CONST_EXPORT_LOCK_TYPE_WITH_LOCK SYSRES_CONST_EXPORT_LOCK_TYPE_WITHOUT_LOCK SYSRES_CONST_EXPORT_VERSION_TYPE_ASK SYSRES_CONST_EXPORT_VERSION_TYPE_LAST SYSRES_CONST_EXPORT_VERSION_TYPE_LAST_ACTIVE SYSRES_CONST_EXTENSION_REQUISITE_CODE SYSRES_CONST_FILTER_NAME_REQUISITE_CODE SYSRES_CONST_FILTER_REQUISITE_CODE SYSRES_CONST_FILTER_TYPE_COMMON_CODE SYSRES_CONST_FILTER_TYPE_COMMON_NAME SYSRES_CONST_FILTER_TYPE_USER_CODE SYSRES_CONST_FILTER_TYPE_USER_NAME SYSRES_CONST_FILTER_VALUE_REQUISITE_NAME SYSRES_CONST_FLOAT_NUMBER_FORMAT_CHAR SYSRES_CONST_FLOAT_REQUISITE_TYPE SYSRES_CONST_FOLDER_AUTHOR_VALUE SYSRES_CONST_FOLDER_KIND_ANY_OBJECTS SYSRES_CONST_FOLDER_KIND_COMPONENTS SYSRES_CONST_FOLDER_KIND_EDOCS SYSRES_CONST_FOLDER_KIND_JOBS SYSRES_CONST_FOLDER_KIND_TASKS SYSRES_CONST_FOLDER_TYPE_COMMON SYSRES_CONST_FOLDER_TYPE_COMPONENT SYSRES_CONST_FOLDER_TYPE_FAVORITES SYSRES_CONST_FOLDER_TYPE_INBOX SYSRES_CONST_FOLDER_TYPE_OUTBOX SYSRES_CONST_FOLDER_TYPE_QUICK_LAUNCH SYSRES_CONST_FOLDER_TYPE_SEARCH SYSRES_CONST_FOLDER_TYPE_SHORTCUTS SYSRES_CONST_FOLDER_TYPE_USER SYSRES_CONST_FROM_DICTIONARY_ENUM_METHOD_FLAG SYSRES_CONST_FULL_SUBSTITUTE_TYPE SYSRES_CONST_FULL_SUBSTITUTE_TYPE_CODE SYSRES_CONST_FUNCTION_CANCEL_RESULT SYSRES_CONST_FUNCTION_CATEGORY_SYSTEM SYSRES_CONST_FUNCTION_CATEGORY_USER SYSRES_CONST_FUNCTION_FAILURE_RESULT SYSRES_CONST_FUNCTION_SAVE_RESULT SYSRES_CONST_GENERATED_REQUISITE SYSRES_CONST_GREEN_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_GROUP_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_NAME SYSRES_CONST_GROUP_CATEGORY_SERVICE_CODE SYSRES_CONST_GROUP_CATEGORY_SERVICE_NAME SYSRES_CONST_GROUP_COMMON_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_FULL_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_CODES_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_SERVICE_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_USER_REQUISITE_CODE SYSRES_CONST_GROUPS_REFERENCE_CODE SYSRES_CONST_GROUPS_REQUISITE_CODE SYSRES_CONST_HIDDEN_MODE_NAME SYSRES_CONST_HIGH_LVL_REQUISITE_CODE SYSRES_CONST_HISTORY_ACTION_CREATE_CODE SYSRES_CONST_HISTORY_ACTION_DELETE_CODE SYSRES_CONST_HISTORY_ACTION_EDIT_CODE SYSRES_CONST_HOUR_CHAR SYSRES_CONST_ID_REQUISITE_CODE SYSRES_CONST_IDSPS_REQUISITE_CODE SYSRES_CONST_IMAGE_MODE_COLOR SYSRES_CONST_IMAGE_MODE_GREYSCALE SYSRES_CONST_IMAGE_MODE_MONOCHROME SYSRES_CONST_IMPORTANCE_HIGH SYSRES_CONST_IMPORTANCE_LOW SYSRES_CONST_IMPORTANCE_NORMAL SYSRES_CONST_IN_DESIGN_VERSION_STATE_PICK_VALUE SYSRES_CONST_INCOMING_WORK_RULE_TYPE_CODE SYSRES_CONST_INT_REQUISITE SYSRES_CONST_INT_REQUISITE_TYPE SYSRES_CONST_INTEGER_NUMBER_FORMAT_CHAR SYSRES_CONST_INTEGER_TYPE_CHAR SYSRES_CONST_IS_GENERATED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_PUBLIC_ROLE_REQUISITE_CODE SYSRES_CONST_IS_REMOTE_USER_NEGATIVE_VALUE SYSRES_CONST_IS_REMOTE_USER_POSITIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_STORED_VALUE SYSRES_CONST_ITALIC_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_JOB_BLOCK_DESCRIPTION SYSRES_CONST_JOB_KIND_CONTROL_JOB SYSRES_CONST_JOB_KIND_JOB SYSRES_CONST_JOB_KIND_NOTICE SYSRES_CONST_JOB_STATE_ABORTED SYSRES_CONST_JOB_STATE_COMPLETE SYSRES_CONST_JOB_STATE_WORKING SYSRES_CONST_KIND_REQUISITE_CODE SYSRES_CONST_KIND_REQUISITE_NAME SYSRES_CONST_KINDS_CREATE_SHADOW_COPIES_REQUISITE_CODE SYSRES_CONST_KINDS_DEFAULT_EDOC_LIFE_STAGE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALL_TEPLATES_ALLOWED_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_LIFE_CYCLE_STAGE_CHANGING_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_MULTIPLE_ACTIVE_VERSIONS_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_SHARE_ACCES_RIGHTS_BY_DEFAULT_CODE SYSRES_CONST_KINDS_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_TYPE_REQUISITE_CODE SYSRES_CONST_KINDS_SIGNERS_REQUISITES_CODE SYSRES_CONST_KOD_INPUT_TYPE SYSRES_CONST_LAST_UPDATE_DATE_REQUISITE_CODE SYSRES_CONST_LIFE_CYCLE_START_STAGE_REQUISITE_CODE SYSRES_CONST_LILAC_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_LINK_OBJECT_KIND_COMPONENT SYSRES_CONST_LINK_OBJECT_KIND_DOCUMENT SYSRES_CONST_LINK_OBJECT_KIND_EDOC SYSRES_CONST_LINK_OBJECT_KIND_FOLDER SYSRES_CONST_LINK_OBJECT_KIND_JOB SYSRES_CONST_LINK_OBJECT_KIND_REFERENCE SYSRES_CONST_LINK_OBJECT_KIND_TASK SYSRES_CONST_LINK_REF_TYPE_REQUISITE_CODE SYSRES_CONST_LIST_REFERENCE_MODE_NAME SYSRES_CONST_LOCALIZATION_DICTIONARY_MAIN_VIEW_CODE SYSRES_CONST_MAIN_VIEW_CODE SYSRES_CONST_MANUAL_ENUM_METHOD_FLAG SYSRES_CONST_MASTER_COMP_TYPE_REQUISITE_CODE SYSRES_CONST_MASTER_TABLE_REC_ID_REQUISITE_CODE SYSRES_CONST_MAXIMIZED_MODE_NAME SYSRES_CONST_ME_VALUE SYSRES_CONST_MESSAGE_ATTENTION_CAPTION SYSRES_CONST_MESSAGE_CONFIRMATION_CAPTION SYSRES_CONST_MESSAGE_ERROR_CAPTION SYSRES_CONST_MESSAGE_INFORMATION_CAPTION SYSRES_CONST_MINIMIZED_MODE_NAME SYSRES_CONST_MINUTE_CHAR SYSRES_CONST_MODULE_REQUISITE_CODE SYSRES_CONST_MONITORING_BLOCK_DESCRIPTION SYSRES_CONST_MONTH_FORMAT_VALUE SYSRES_CONST_NAME_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_NAME_REQUISITE_CODE SYSRES_CONST_NAME_SINGULAR_REQUISITE_CODE SYSRES_CONST_NAMEAN_INPUT_TYPE SYSRES_CONST_NEGATIVE_PICK_VALUE SYSRES_CONST_NEGATIVE_VALUE SYSRES_CONST_NO SYSRES_CONST_NO_PICK_VALUE SYSRES_CONST_NO_SIGNATURE_REQUISITE_CODE SYSRES_CONST_NO_VALUE SYSRES_CONST_NONE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_NORMAL_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NORMAL_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_NORMAL_MODE_NAME SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_NOTE_REQUISITE_CODE SYSRES_CONST_NOTICE_BLOCK_DESCRIPTION SYSRES_CONST_NUM_REQUISITE SYSRES_CONST_NUM_STR_REQUISITE_CODE SYSRES_CONST_NUMERATION_AUTO_NOT_STRONG SYSRES_CONST_NUMERATION_AUTO_STRONG SYSRES_CONST_NUMERATION_FROM_DICTONARY SYSRES_CONST_NUMERATION_MANUAL SYSRES_CONST_NUMERIC_TYPE_CHAR SYSRES_CONST_NUMREQ_REQUISITE_CODE SYSRES_CONST_OBSOLETE_VERSION_STATE_PICK_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_OPTIONAL_FORM_COMP_REQCODE_PREFIX SYSRES_CONST_ORANGE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_ORIGINALREF_REQUISITE_CODE SYSRES_CONST_OURFIRM_REF_CODE SYSRES_CONST_OURFIRM_REQUISITE_CODE SYSRES_CONST_OURFIRM_VAR SYSRES_CONST_OUTGOING_WORK_RULE_TYPE_CODE SYSRES_CONST_PICK_NEGATIVE_RESULT SYSRES_CONST_PICK_POSITIVE_RESULT SYSRES_CONST_PICK_REQUISITE SYSRES_CONST_PICK_REQUISITE_TYPE SYSRES_CONST_PICK_TYPE_CHAR SYSRES_CONST_PLAN_STATUS_REQUISITE_CODE SYSRES_CONST_PLATFORM_VERSION_COMMENT SYSRES_CONST_PLUGINS_SETTINGS_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_POSITIVE_PICK_VALUE SYSRES_CONST_POWER_TO_CREATE_ACTION_CODE SYSRES_CONST_POWER_TO_SIGN_ACTION_CODE SYSRES_CONST_PRIORITY_REQUISITE_CODE SYSRES_CONST_QUALIFIED_TASK_TYPE SYSRES_CONST_QUALIFIED_TASK_TYPE_CODE SYSRES_CONST_RECSTAT_REQUISITE_CODE SYSRES_CONST_RED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_REF_ID_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_REF_REQUISITE SYSRES_CONST_REF_REQUISITE_TYPE SYSRES_CONST_REF_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_REFERENCE_RECORD_HISTORY_CREATE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_DELETE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_MODIFY_ACTION_CODE SYSRES_CONST_REFERENCE_TYPE_CHAR SYSRES_CONST_REFERENCE_TYPE_REQUISITE_NAME SYSRES_CONST_REFERENCES_ADD_PARAMS_REQUISITE_CODE SYSRES_CONST_REFERENCES_DISPLAY_REQUISITE_REQUISITE_CODE SYSRES_CONST_REMOTE_SERVER_STATUS_WORKING SYSRES_CONST_REMOTE_SERVER_TYPE_MAIN SYSRES_CONST_REMOTE_SERVER_TYPE_SECONDARY SYSRES_CONST_REMOTE_USER_FLAG_VALUE_CODE SYSRES_CONST_REPORT_APP_EDITOR_INTERNAL SYSRES_CONST_REPORT_BASE_REPORT_ID_REQUISITE_CODE SYSRES_CONST_REPORT_BASE_REPORT_REQUISITE_CODE SYSRES_CONST_REPORT_SCRIPT_REQUISITE_CODE SYSRES_CONST_REPORT_TEMPLATE_REQUISITE_CODE SYSRES_CONST_REPORT_VIEWER_CODE_REQUISITE_CODE SYSRES_CONST_REQ_ALLOW_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_RECORD_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_SERVER_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_MODE_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_EDIT_CODE SYSRES_CONST_REQ_MODE_HIDDEN_CODE SYSRES_CONST_REQ_MODE_NOT_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_VIEW_CODE SYSRES_CONST_REQ_NUMBER_REQUISITE_CODE SYSRES_CONST_REQ_SECTION_VALUE SYSRES_CONST_REQ_TYPE_VALUE SYSRES_CONST_REQUISITE_FORMAT_BY_UNIT SYSRES_CONST_REQUISITE_FORMAT_DATE_FULL SYSRES_CONST_REQUISITE_FORMAT_DATE_TIME SYSRES_CONST_REQUISITE_FORMAT_LEFT SYSRES_CONST_REQUISITE_FORMAT_RIGHT SYSRES_CONST_REQUISITE_FORMAT_WITHOUT_UNIT SYSRES_CONST_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_REQUISITE_SECTION_ACTIONS SYSRES_CONST_REQUISITE_SECTION_BUTTON SYSRES_CONST_REQUISITE_SECTION_BUTTONS SYSRES_CONST_REQUISITE_SECTION_CARD SYSRES_CONST_REQUISITE_SECTION_TABLE SYSRES_CONST_REQUISITE_SECTION_TABLE10 SYSRES_CONST_REQUISITE_SECTION_TABLE11 SYSRES_CONST_REQUISITE_SECTION_TABLE12 SYSRES_CONST_REQUISITE_SECTION_TABLE13 SYSRES_CONST_REQUISITE_SECTION_TABLE14 SYSRES_CONST_REQUISITE_SECTION_TABLE15 SYSRES_CONST_REQUISITE_SECTION_TABLE16 SYSRES_CONST_REQUISITE_SECTION_TABLE17 SYSRES_CONST_REQUISITE_SECTION_TABLE18 SYSRES_CONST_REQUISITE_SECTION_TABLE19 SYSRES_CONST_REQUISITE_SECTION_TABLE2 SYSRES_CONST_REQUISITE_SECTION_TABLE20 SYSRES_CONST_REQUISITE_SECTION_TABLE21 SYSRES_CONST_REQUISITE_SECTION_TABLE22 SYSRES_CONST_REQUISITE_SECTION_TABLE23 SYSRES_CONST_REQUISITE_SECTION_TABLE24 SYSRES_CONST_REQUISITE_SECTION_TABLE3 SYSRES_CONST_REQUISITE_SECTION_TABLE4 SYSRES_CONST_REQUISITE_SECTION_TABLE5 SYSRES_CONST_REQUISITE_SECTION_TABLE6 SYSRES_CONST_REQUISITE_SECTION_TABLE7 SYSRES_CONST_REQUISITE_SECTION_TABLE8 SYSRES_CONST_REQUISITE_SECTION_TABLE9 SYSRES_CONST_REQUISITES_PSEUDOREFERENCE_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_RIGHT_ALIGNMENT_CODE SYSRES_CONST_ROLES_REFERENCE_CODE SYSRES_CONST_ROUTE_STEP_AFTER_RUS SYSRES_CONST_ROUTE_STEP_AND_CONDITION_RUS SYSRES_CONST_ROUTE_STEP_OR_CONDITION_RUS SYSRES_CONST_ROUTE_TYPE_COMPLEX SYSRES_CONST_ROUTE_TYPE_PARALLEL SYSRES_CONST_ROUTE_TYPE_SERIAL SYSRES_CONST_SBDATASETDESC_NEGATIVE_VALUE SYSRES_CONST_SBDATASETDESC_POSITIVE_VALUE SYSRES_CONST_SBVIEWSDESC_POSITIVE_VALUE SYSRES_CONST_SCRIPT_BLOCK_DESCRIPTION SYSRES_CONST_SEARCH_BY_TEXT_REQUISITE_CODE SYSRES_CONST_SEARCHES_COMPONENT_CONTENT SYSRES_CONST_SEARCHES_CRITERIA_ACTION_NAME SYSRES_CONST_SEARCHES_EDOC_CONTENT SYSRES_CONST_SEARCHES_FOLDER_CONTENT SYSRES_CONST_SEARCHES_JOB_CONTENT SYSRES_CONST_SEARCHES_REFERENCE_CODE SYSRES_CONST_SEARCHES_TASK_CONTENT SYSRES_CONST_SECOND_CHAR SYSRES_CONST_SECTION_REQUISITE_ACTIONS_VALUE SYSRES_CONST_SECTION_REQUISITE_CARD_VALUE SYSRES_CONST_SECTION_REQUISITE_CODE SYSRES_CONST_SECTION_REQUISITE_DETAIL_1_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_2_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_3_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_4_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_5_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_6_VALUE SYSRES_CONST_SELECT_REFERENCE_MODE_NAME SYSRES_CONST_SELECT_TYPE_SELECTABLE SYSRES_CONST_SELECT_TYPE_SELECTABLE_ONLY_CHILD SYSRES_CONST_SELECT_TYPE_SELECTABLE_WITH_CHILD SYSRES_CONST_SELECT_TYPE_UNSLECTABLE SYSRES_CONST_SERVER_TYPE_MAIN SYSRES_CONST_SERVICE_USER_CATEGORY_FIELD_VALUE SYSRES_CONST_SETTINGS_USER_REQUISITE_CODE SYSRES_CONST_SIGNATURE_AND_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SIGNATURE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SINGULAR_TITLE_REQUISITE_CODE SYSRES_CONST_SQL_SERVER_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_SQL_SERVER_ENCODE_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_STANDART_ROUTES_GROUPS_REFERENCE_CODE SYSRES_CONST_STATE_REQ_NAME SYSRES_CONST_STATE_REQUISITE_ACTIVE_VALUE SYSRES_CONST_STATE_REQUISITE_CLOSED_VALUE SYSRES_CONST_STATE_REQUISITE_CODE SYSRES_CONST_STATIC_ROLE_TYPE_CODE SYSRES_CONST_STATUS_PLAN_DEFAULT_VALUE SYSRES_CONST_STATUS_VALUE_AUTOCLEANING SYSRES_CONST_STATUS_VALUE_BLUE_SQUARE SYSRES_CONST_STATUS_VALUE_COMPLETE SYSRES_CONST_STATUS_VALUE_GREEN_SQUARE SYSRES_CONST_STATUS_VALUE_ORANGE_SQUARE SYSRES_CONST_STATUS_VALUE_PURPLE_SQUARE SYSRES_CONST_STATUS_VALUE_RED_SQUARE SYSRES_CONST_STATUS_VALUE_SUSPEND SYSRES_CONST_STATUS_VALUE_YELLOW_SQUARE SYSRES_CONST_STDROUTE_SHOW_TO_USERS_REQUISITE_CODE SYSRES_CONST_STORAGE_TYPE_FILE SYSRES_CONST_STORAGE_TYPE_SQL_SERVER SYSRES_CONST_STR_REQUISITE SYSRES_CONST_STRIKEOUT_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_STRING_FORMAT_LEFT_ALIGN_CHAR SYSRES_CONST_STRING_FORMAT_RIGHT_ALIGN_CHAR SYSRES_CONST_STRING_REQUISITE_CODE SYSRES_CONST_STRING_REQUISITE_TYPE SYSRES_CONST_STRING_TYPE_CHAR SYSRES_CONST_SUBSTITUTES_PSEUDOREFERENCE_CODE SYSRES_CONST_SUBTASK_BLOCK_DESCRIPTION SYSRES_CONST_SYSTEM_SETTING_CURRENT_USER_PARAM_VALUE SYSRES_CONST_SYSTEM_SETTING_EMPTY_VALUE_PARAM_VALUE SYSRES_CONST_SYSTEM_VERSION_COMMENT SYSRES_CONST_TASK_ACCESS_TYPE_ALL SYSRES_CONST_TASK_ACCESS_TYPE_ALL_MEMBERS SYSRES_CONST_TASK_ACCESS_TYPE_MANUAL SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION_AND_PASSWORD SYSRES_CONST_TASK_ENCODE_TYPE_NONE SYSRES_CONST_TASK_ENCODE_TYPE_PASSWORD SYSRES_CONST_TASK_ROUTE_ALL_CONDITION SYSRES_CONST_TASK_ROUTE_AND_CONDITION SYSRES_CONST_TASK_ROUTE_OR_CONDITION SYSRES_CONST_TASK_STATE_ABORTED SYSRES_CONST_TASK_STATE_COMPLETE SYSRES_CONST_TASK_STATE_CONTINUED SYSRES_CONST_TASK_STATE_CONTROL SYSRES_CONST_TASK_STATE_INIT SYSRES_CONST_TASK_STATE_WORKING SYSRES_CONST_TASK_TITLE SYSRES_CONST_TASK_TYPES_GROUPS_REFERENCE_CODE SYSRES_CONST_TASK_TYPES_REFERENCE_CODE SYSRES_CONST_TEMPLATES_REFERENCE_CODE SYSRES_CONST_TEST_DATE_REQUISITE_NAME SYSRES_CONST_TEST_DEV_DATABASE_NAME SYSRES_CONST_TEST_DEV_SYSTEM_CODE SYSRES_CONST_TEST_EDMS_DATABASE_NAME SYSRES_CONST_TEST_EDMS_MAIN_CODE SYSRES_CONST_TEST_EDMS_MAIN_DB_NAME SYSRES_CONST_TEST_EDMS_SECOND_CODE SYSRES_CONST_TEST_EDMS_SECOND_DB_NAME SYSRES_CONST_TEST_EDMS_SYSTEM_CODE SYSRES_CONST_TEST_NUMERIC_REQUISITE_NAME SYSRES_CONST_TEXT_REQUISITE SYSRES_CONST_TEXT_REQUISITE_CODE SYSRES_CONST_TEXT_REQUISITE_TYPE SYSRES_CONST_TEXT_TYPE_CHAR SYSRES_CONST_TYPE_CODE_REQUISITE_CODE SYSRES_CONST_TYPE_REQUISITE_CODE SYSRES_CONST_UNDEFINED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_UNITS_SECTION_ID_REQUISITE_CODE SYSRES_CONST_UNITS_SECTION_REQUISITE_CODE SYSRES_CONST_UNOPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_NAME SYSRES_CONST_USE_ACCESS_TYPE_CODE SYSRES_CONST_USE_ACCESS_TYPE_NAME SYSRES_CONST_USER_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_USER_ADDITIONAL_INFORMATION_REQUISITE_CODE SYSRES_CONST_USER_AND_GROUP_ID_FROM_PSEUDOREFERENCE_REQUISITE_CODE SYSRES_CONST_USER_CATEGORY_NORMAL SYSRES_CONST_USER_CERTIFICATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_STATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_SUBJECT_NAME_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_THUMBPRINT_REQUISITE_CODE SYSRES_CONST_USER_COMMON_CATEGORY SYSRES_CONST_USER_COMMON_CATEGORY_CODE SYSRES_CONST_USER_FULL_NAME_REQUISITE_CODE SYSRES_CONST_USER_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_USER_LOGIN_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_SYSTEM_REQUISITE_CODE SYSRES_CONST_USER_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_USER_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_USER_SERVICE_CATEGORY SYSRES_CONST_USER_SERVICE_CATEGORY_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_NAME SYSRES_CONST_USER_STATUS_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_DEVELOPER_NAME SYSRES_CONST_USER_STATUS_DISABLED_CODE SYSRES_CONST_USER_STATUS_DISABLED_NAME SYSRES_CONST_USER_STATUS_SYSTEM_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_USER_CODE SYSRES_CONST_USER_STATUS_USER_NAME SYSRES_CONST_USER_STATUS_USER_NAME_DEPRECATED SYSRES_CONST_USER_TYPE_FIELD_VALUE_USER SYSRES_CONST_USER_TYPE_REQUISITE_CODE SYSRES_CONST_USERS_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USERS_IS_MAIN_SERVER_REQUISITE_CODE SYSRES_CONST_USERS_REFERENCE_CODE SYSRES_CONST_USERS_REGISTRATION_CERTIFICATES_ACTION_NAME SYSRES_CONST_USERS_REQUISITE_CODE SYSRES_CONST_USERS_SYSTEM_REQUISITE_CODE SYSRES_CONST_USERS_USER_ACCESS_RIGHTS_TYPR_REQUISITE_CODE SYSRES_CONST_USERS_USER_AUTHENTICATION_REQUISITE_CODE SYSRES_CONST_USERS_USER_COMPONENT_REQUISITE_CODE SYSRES_CONST_USERS_USER_GROUP_REQUISITE_CODE SYSRES_CONST_USERS_VIEW_CERTIFICATES_ACTION_NAME SYSRES_CONST_VIEW_DEFAULT_CODE SYSRES_CONST_VIEW_DEFAULT_NAME SYSRES_CONST_VIEWER_REQUISITE_CODE SYSRES_CONST_WAITING_BLOCK_DESCRIPTION SYSRES_CONST_WIZARD_FORM_LABEL_TEST_STRING SYSRES_CONST_WIZARD_QUERY_PARAM_HEIGHT_ETALON_STRING SYSRES_CONST_WIZARD_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_WORK_RULES_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_WORK_TIME_CALENDAR_REFERENCE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORK_WORKFLOW_SOFT_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORKFLOW_ROUTE_TYPR_HARD SYSRES_CONST_WORKFLOW_ROUTE_TYPR_SOFT SYSRES_CONST_XML_ENCODING SYSRES_CONST_XREC_STAT_REQUISITE_CODE SYSRES_CONST_XRECID_FIELD_NAME SYSRES_CONST_YES SYSRES_CONST_YES_NO_2_REQUISITE_CODE SYSRES_CONST_YES_NO_REQUISITE_CODE SYSRES_CONST_YES_NO_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_YES_PICK_VALUE SYSRES_CONST_YES_VALUE ",l="CR FALSE nil NO_VALUE NULL TAB TRUE YES_VALUE ",c="ADMINISTRATORS_GROUP_NAME CUSTOMIZERS_GROUP_NAME DEVELOPERS_GROUP_NAME SERVICE_USERS_GROUP_NAME ",u="DECISION_BLOCK_FIRST_OPERAND_PROPERTY DECISION_BLOCK_NAME_PROPERTY DECISION_BLOCK_OPERATION_PROPERTY DECISION_BLOCK_RESULT_TYPE_PROPERTY DECISION_BLOCK_SECOND_OPERAND_PROPERTY ",d="ANY_FILE_EXTENTION COMPRESSED_DOCUMENT_EXTENSION EXTENDED_DOCUMENT_EXTENSION SHORT_COMPRESSED_DOCUMENT_EXTENSION SHORT_EXTENDED_DOCUMENT_EXTENSION ",p="JOB_BLOCK_ABORT_DEADLINE_PROPERTY JOB_BLOCK_AFTER_FINISH_EVENT JOB_BLOCK_AFTER_QUERY_PARAMETERS_EVENT JOB_BLOCK_ATTACHMENT_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY JOB_BLOCK_BEFORE_QUERY_PARAMETERS_EVENT JOB_BLOCK_BEFORE_START_EVENT JOB_BLOCK_CREATED_JOBS_PROPERTY JOB_BLOCK_DEADLINE_PROPERTY JOB_BLOCK_EXECUTION_RESULTS_PROPERTY JOB_BLOCK_IS_PARALLEL_PROPERTY JOB_BLOCK_IS_RELATIVE_ABORT_DEADLINE_PROPERTY JOB_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY JOB_BLOCK_JOB_TEXT_PROPERTY JOB_BLOCK_NAME_PROPERTY JOB_BLOCK_NEED_SIGN_ON_PERFORM_PROPERTY JOB_BLOCK_PERFORMER_PROPERTY JOB_BLOCK_RELATIVE_ABORT_DEADLINE_TYPE_PROPERTY JOB_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY JOB_BLOCK_SUBJECT_PROPERTY ",g="ENGLISH_LANGUAGE_CODE RUSSIAN_LANGUAGE_CODE ",E="smHidden smMaximized smMinimized smNormal wmNo wmYes ",f="COMPONENT_TOKEN_LINK_KIND DOCUMENT_LINK_KIND EDOCUMENT_LINK_KIND FOLDER_LINK_KIND JOB_LINK_KIND REFERENCE_LINK_KIND TASK_LINK_KIND ",b="COMPONENT_TOKEN_LOCK_TYPE EDOCUMENT_VERSION_LOCK_TYPE ",h="MONITOR_BLOCK_AFTER_FINISH_EVENT MONITOR_BLOCK_BEFORE_START_EVENT MONITOR_BLOCK_DEADLINE_PROPERTY MONITOR_BLOCK_INTERVAL_PROPERTY MONITOR_BLOCK_INTERVAL_TYPE_PROPERTY MONITOR_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY MONITOR_BLOCK_NAME_PROPERTY MONITOR_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY MONITOR_BLOCK_SEARCH_SCRIPT_PROPERTY ",C="NOTICE_BLOCK_AFTER_FINISH_EVENT NOTICE_BLOCK_ATTACHMENT_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY NOTICE_BLOCK_BEFORE_START_EVENT NOTICE_BLOCK_CREATED_NOTICES_PROPERTY NOTICE_BLOCK_DEADLINE_PROPERTY NOTICE_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY NOTICE_BLOCK_NAME_PROPERTY NOTICE_BLOCK_NOTICE_TEXT_PROPERTY NOTICE_BLOCK_PERFORMER_PROPERTY NOTICE_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY NOTICE_BLOCK_SUBJECT_PROPERTY ",O="dseAfterCancel dseAfterClose dseAfterDelete dseAfterDeleteOutOfTransaction dseAfterInsert dseAfterOpen dseAfterScroll dseAfterUpdate dseAfterUpdateOutOfTransaction dseBeforeCancel dseBeforeClose dseBeforeDelete dseBeforeDetailUpdate dseBeforeInsert dseBeforeOpen dseBeforeUpdate dseOnAnyRequisiteChange dseOnCloseRecord dseOnDeleteError dseOnOpenRecord dseOnPrepareUpdate dseOnUpdateError dseOnUpdateRatifiedRecord dseOnValidDelete dseOnValidUpdate reOnChange reOnChangeValues SELECTION_BEGIN_ROUTE_EVENT SELECTION_END_ROUTE_EVENT ",F="CURRENT_PERIOD_IS_REQUIRED PREVIOUS_CARD_TYPE_NAME SHOW_RECORD_PROPERTIES_FORM ",U="ACCESS_RIGHTS_SETTING_DIALOG_CODE ADMINISTRATOR_USER_CODE ANALYTIC_REPORT_TYPE asrtHideLocal asrtHideRemote CALCULATED_ROLE_TYPE_CODE COMPONENTS_REFERENCE_DEVELOPER_VIEW_CODE DCTS_TEST_PROTOCOLS_FOLDER_PATH E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED_BY_USER E_EDOC_VERSION_ALREDY_SIGNED E_EDOC_VERSION_ALREDY_SIGNED_BY_USER EDOC_TYPES_CODE_REQUISITE_FIELD_NAME EDOCUMENTS_ALIAS_NAME FILES_FOLDER_PATH FILTER_OPERANDS_DELIMITER FILTER_OPERATIONS_DELIMITER FORMCARD_NAME FORMLIST_NAME GET_EXTENDED_DOCUMENT_EXTENSION_CREATION_MODE GET_EXTENDED_DOCUMENT_EXTENSION_IMPORT_MODE INTEGRATED_REPORT_TYPE IS_BUILDER_APPLICATION_ROLE IS_BUILDER_APPLICATION_ROLE2 IS_BUILDER_USERS ISBSYSDEV LOG_FOLDER_PATH mbCancel mbNo mbNoToAll mbOK mbYes mbYesToAll MEMORY_DATASET_DESRIPTIONS_FILENAME mrNo mrNoToAll mrYes mrYesToAll MULTIPLE_SELECT_DIALOG_CODE NONOPERATING_RECORD_FLAG_FEMININE NONOPERATING_RECORD_FLAG_MASCULINE OPERATING_RECORD_FLAG_FEMININE OPERATING_RECORD_FLAG_MASCULINE PROFILING_SETTINGS_COMMON_SETTINGS_CODE_VALUE PROGRAM_INITIATED_LOOKUP_ACTION ratDelete ratEdit ratInsert REPORT_TYPE REQUIRED_PICK_VALUES_VARIABLE rmCard rmList SBRTE_PROGID_DEV SBRTE_PROGID_RELEASE STATIC_ROLE_TYPE_CODE SUPPRESS_EMPTY_TEMPLATE_CREATION SYSTEM_USER_CODE UPDATE_DIALOG_DATASET USED_IN_OBJECT_HINT_PARAM USER_INITIATED_LOOKUP_ACTION USER_NAME_FORMAT USER_SELECTION_RESTRICTIONS WORKFLOW_TEST_PROTOCOLS_FOLDER_PATH ELS_SUBTYPE_CONTROL_NAME ELS_FOLDER_KIND_CONTROL_NAME REPEAT_PROCESS_CURRENT_OBJECT_EXCEPTION_NAME ",x="PRIVILEGE_COMPONENT_FULL_ACCESS PRIVILEGE_DEVELOPMENT_EXPORT PRIVILEGE_DEVELOPMENT_IMPORT PRIVILEGE_DOCUMENT_DELETE PRIVILEGE_ESD PRIVILEGE_FOLDER_DELETE PRIVILEGE_MANAGE_ACCESS_RIGHTS PRIVILEGE_MANAGE_REPLICATION PRIVILEGE_MANAGE_SESSION_SERVER PRIVILEGE_OBJECT_FULL_ACCESS PRIVILEGE_OBJECT_VIEW PRIVILEGE_RESERVE_LICENSE PRIVILEGE_SYSTEM_CUSTOMIZE PRIVILEGE_SYSTEM_DEVELOP PRIVILEGE_SYSTEM_INSTALL PRIVILEGE_TASK_DELETE PRIVILEGE_USER_PLUGIN_SETTINGS_CUSTOMIZE PRIVILEGES_PSEUDOREFERENCE_CODE ",B="ACCESS_TYPES_PSEUDOREFERENCE_CODE ALL_AVAILABLE_COMPONENTS_PSEUDOREFERENCE_CODE ALL_AVAILABLE_PRIVILEGES_PSEUDOREFERENCE_CODE ALL_REPLICATE_COMPONENTS_PSEUDOREFERENCE_CODE AVAILABLE_DEVELOPERS_COMPONENTS_PSEUDOREFERENCE_CODE COMPONENTS_PSEUDOREFERENCE_CODE FILTRATER_SETTINGS_CONFLICTS_PSEUDOREFERENCE_CODE GROUPS_PSEUDOREFERENCE_CODE RECEIVE_PROTOCOL_PSEUDOREFERENCE_CODE REFERENCE_REQUISITE_PSEUDOREFERENCE_CODE REFERENCE_REQUISITES_PSEUDOREFERENCE_CODE REFTYPES_PSEUDOREFERENCE_CODE REPLICATION_SEANCES_DIARY_PSEUDOREFERENCE_CODE SEND_PROTOCOL_PSEUDOREFERENCE_CODE SUBSTITUTES_PSEUDOREFERENCE_CODE SYSTEM_SETTINGS_PSEUDOREFERENCE_CODE UNITS_PSEUDOREFERENCE_CODE USERS_PSEUDOREFERENCE_CODE VIEWERS_PSEUDOREFERENCE_CODE ",W="CERTIFICATE_TYPE_ENCRYPT CERTIFICATE_TYPE_SIGN CERTIFICATE_TYPE_SIGN_AND_ENCRYPT ",Z="STORAGE_TYPE_FILE STORAGE_TYPE_NAS_CIFS STORAGE_TYPE_SAPERION STORAGE_TYPE_SQL_SERVER ",M="COMPTYPE2_REQUISITE_DOCUMENTS_VALUE COMPTYPE2_REQUISITE_TASKS_VALUE COMPTYPE2_REQUISITE_FOLDERS_VALUE COMPTYPE2_REQUISITE_REFERENCES_VALUE ",k="SYSREQ_CODE SYSREQ_COMPTYPE2 SYSREQ_CONST_AVAILABLE_FOR_WEB SYSREQ_CONST_COMMON_CODE SYSREQ_CONST_COMMON_VALUE SYSREQ_CONST_FIRM_CODE SYSREQ_CONST_FIRM_STATUS SYSREQ_CONST_FIRM_VALUE SYSREQ_CONST_SERVER_STATUS SYSREQ_CONTENTS SYSREQ_DATE_OPEN SYSREQ_DATE_CLOSE SYSREQ_DESCRIPTION SYSREQ_DESCRIPTION_LOCALIZE_ID SYSREQ_DOUBLE SYSREQ_EDOC_ACCESS_TYPE SYSREQ_EDOC_AUTHOR SYSREQ_EDOC_CREATED SYSREQ_EDOC_DELEGATE_RIGHTS_REQUISITE_CODE SYSREQ_EDOC_EDITOR SYSREQ_EDOC_ENCODE_TYPE SYSREQ_EDOC_ENCRYPTION_PLUGIN_NAME SYSREQ_EDOC_ENCRYPTION_PLUGIN_VERSION SYSREQ_EDOC_EXPORT_DATE SYSREQ_EDOC_EXPORTER SYSREQ_EDOC_KIND SYSREQ_EDOC_LIFE_STAGE_NAME SYSREQ_EDOC_LOCKED_FOR_SERVER_CODE SYSREQ_EDOC_MODIFIED SYSREQ_EDOC_NAME SYSREQ_EDOC_NOTE SYSREQ_EDOC_QUALIFIED_ID SYSREQ_EDOC_SESSION_KEY SYSREQ_EDOC_SESSION_KEY_ENCRYPTION_PLUGIN_NAME SYSREQ_EDOC_SESSION_KEY_ENCRYPTION_PLUGIN_VERSION SYSREQ_EDOC_SIGNATURE_TYPE SYSREQ_EDOC_SIGNED SYSREQ_EDOC_STORAGE SYSREQ_EDOC_STORAGES_ARCHIVE_STORAGE SYSREQ_EDOC_STORAGES_CHECK_RIGHTS SYSREQ_EDOC_STORAGES_COMPUTER_NAME SYSREQ_EDOC_STORAGES_EDIT_IN_STORAGE SYSREQ_EDOC_STORAGES_EXECUTIVE_STORAGE SYSREQ_EDOC_STORAGES_FUNCTION SYSREQ_EDOC_STORAGES_INITIALIZED SYSREQ_EDOC_STORAGES_LOCAL_PATH SYSREQ_EDOC_STORAGES_SAPERION_DATABASE_NAME SYSREQ_EDOC_STORAGES_SEARCH_BY_TEXT SYSREQ_EDOC_STORAGES_SERVER_NAME SYSREQ_EDOC_STORAGES_SHARED_SOURCE_NAME SYSREQ_EDOC_STORAGES_TYPE SYSREQ_EDOC_TEXT_MODIFIED SYSREQ_EDOC_TYPE_ACT_CODE SYSREQ_EDOC_TYPE_ACT_DESCRIPTION SYSREQ_EDOC_TYPE_ACT_DESCRIPTION_LOCALIZE_ID SYSREQ_EDOC_TYPE_ACT_ON_EXECUTE SYSREQ_EDOC_TYPE_ACT_ON_EXECUTE_EXISTS SYSREQ_EDOC_TYPE_ACT_SECTION SYSREQ_EDOC_TYPE_ADD_PARAMS SYSREQ_EDOC_TYPE_COMMENT SYSREQ_EDOC_TYPE_EVENT_TEXT SYSREQ_EDOC_TYPE_NAME_IN_SINGULAR SYSREQ_EDOC_TYPE_NAME_IN_SINGULAR_LOCALIZE_ID SYSREQ_EDOC_TYPE_NAME_LOCALIZE_ID SYSREQ_EDOC_TYPE_NUMERATION_METHOD SYSREQ_EDOC_TYPE_PSEUDO_REQUISITE_CODE SYSREQ_EDOC_TYPE_REQ_CODE SYSREQ_EDOC_TYPE_REQ_DESCRIPTION SYSREQ_EDOC_TYPE_REQ_DESCRIPTION_LOCALIZE_ID SYSREQ_EDOC_TYPE_REQ_IS_LEADING SYSREQ_EDOC_TYPE_REQ_IS_REQUIRED SYSREQ_EDOC_TYPE_REQ_NUMBER SYSREQ_EDOC_TYPE_REQ_ON_CHANGE SYSREQ_EDOC_TYPE_REQ_ON_CHANGE_EXISTS SYSREQ_EDOC_TYPE_REQ_ON_SELECT SYSREQ_EDOC_TYPE_REQ_ON_SELECT_KIND SYSREQ_EDOC_TYPE_REQ_SECTION SYSREQ_EDOC_TYPE_VIEW_CARD SYSREQ_EDOC_TYPE_VIEW_CODE SYSREQ_EDOC_TYPE_VIEW_COMMENT SYSREQ_EDOC_TYPE_VIEW_IS_MAIN SYSREQ_EDOC_TYPE_VIEW_NAME SYSREQ_EDOC_TYPE_VIEW_NAME_LOCALIZE_ID SYSREQ_EDOC_VERSION_AUTHOR SYSREQ_EDOC_VERSION_CRC SYSREQ_EDOC_VERSION_DATA SYSREQ_EDOC_VERSION_EDITOR SYSREQ_EDOC_VERSION_EXPORT_DATE SYSREQ_EDOC_VERSION_EXPORTER SYSREQ_EDOC_VERSION_HIDDEN SYSREQ_EDOC_VERSION_LIFE_STAGE SYSREQ_EDOC_VERSION_MODIFIED SYSREQ_EDOC_VERSION_NOTE SYSREQ_EDOC_VERSION_SIGNATURE_TYPE SYSREQ_EDOC_VERSION_SIGNED SYSREQ_EDOC_VERSION_SIZE SYSREQ_EDOC_VERSION_SOURCE SYSREQ_EDOC_VERSION_TEXT_MODIFIED SYSREQ_EDOCKIND_DEFAULT_VERSION_STATE_CODE SYSREQ_FOLDER_KIND SYSREQ_FUNC_CATEGORY SYSREQ_FUNC_COMMENT SYSREQ_FUNC_GROUP SYSREQ_FUNC_GROUP_COMMENT SYSREQ_FUNC_GROUP_NUMBER SYSREQ_FUNC_HELP SYSREQ_FUNC_PARAM_DEF_VALUE SYSREQ_FUNC_PARAM_IDENT SYSREQ_FUNC_PARAM_NUMBER SYSREQ_FUNC_PARAM_TYPE SYSREQ_FUNC_TEXT SYSREQ_GROUP_CATEGORY SYSREQ_ID SYSREQ_LAST_UPDATE SYSREQ_LEADER_REFERENCE SYSREQ_LINE_NUMBER SYSREQ_MAIN_RECORD_ID SYSREQ_NAME SYSREQ_NAME_LOCALIZE_ID SYSREQ_NOTE SYSREQ_ORIGINAL_RECORD SYSREQ_OUR_FIRM SYSREQ_PROFILING_SETTINGS_BATCH_LOGING SYSREQ_PROFILING_SETTINGS_BATCH_SIZE SYSREQ_PROFILING_SETTINGS_PROFILING_ENABLED SYSREQ_PROFILING_SETTINGS_SQL_PROFILING_ENABLED SYSREQ_PROFILING_SETTINGS_START_LOGGED SYSREQ_RECORD_STATUS SYSREQ_REF_REQ_FIELD_NAME SYSREQ_REF_REQ_FORMAT SYSREQ_REF_REQ_GENERATED SYSREQ_REF_REQ_LENGTH SYSREQ_REF_REQ_PRECISION SYSREQ_REF_REQ_REFERENCE SYSREQ_REF_REQ_SECTION SYSREQ_REF_REQ_STORED SYSREQ_REF_REQ_TOKENS SYSREQ_REF_REQ_TYPE SYSREQ_REF_REQ_VIEW SYSREQ_REF_TYPE_ACT_CODE SYSREQ_REF_TYPE_ACT_DESCRIPTION SYSREQ_REF_TYPE_ACT_DESCRIPTION_LOCALIZE_ID SYSREQ_REF_TYPE_ACT_ON_EXECUTE SYSREQ_REF_TYPE_ACT_ON_EXECUTE_EXISTS SYSREQ_REF_TYPE_ACT_SECTION SYSREQ_REF_TYPE_ADD_PARAMS SYSREQ_REF_TYPE_COMMENT SYSREQ_REF_TYPE_COMMON_SETTINGS SYSREQ_REF_TYPE_DISPLAY_REQUISITE_NAME SYSREQ_REF_TYPE_EVENT_TEXT SYSREQ_REF_TYPE_MAIN_LEADING_REF SYSREQ_REF_TYPE_NAME_IN_SINGULAR SYSREQ_REF_TYPE_NAME_IN_SINGULAR_LOCALIZE_ID SYSREQ_REF_TYPE_NAME_LOCALIZE_ID SYSREQ_REF_TYPE_NUMERATION_METHOD SYSREQ_REF_TYPE_REQ_CODE SYSREQ_REF_TYPE_REQ_DESCRIPTION SYSREQ_REF_TYPE_REQ_DESCRIPTION_LOCALIZE_ID SYSREQ_REF_TYPE_REQ_IS_CONTROL SYSREQ_REF_TYPE_REQ_IS_FILTER SYSREQ_REF_TYPE_REQ_IS_LEADING SYSREQ_REF_TYPE_REQ_IS_REQUIRED SYSREQ_REF_TYPE_REQ_NUMBER SYSREQ_REF_TYPE_REQ_ON_CHANGE SYSREQ_REF_TYPE_REQ_ON_CHANGE_EXISTS SYSREQ_REF_TYPE_REQ_ON_SELECT SYSREQ_REF_TYPE_REQ_ON_SELECT_KIND SYSREQ_REF_TYPE_REQ_SECTION SYSREQ_REF_TYPE_VIEW_CARD SYSREQ_REF_TYPE_VIEW_CODE SYSREQ_REF_TYPE_VIEW_COMMENT SYSREQ_REF_TYPE_VIEW_IS_MAIN SYSREQ_REF_TYPE_VIEW_NAME SYSREQ_REF_TYPE_VIEW_NAME_LOCALIZE_ID SYSREQ_REFERENCE_TYPE_ID SYSREQ_STATE SYSREQ_STATЕ SYSREQ_SYSTEM_SETTINGS_VALUE SYSREQ_TYPE SYSREQ_UNIT SYSREQ_UNIT_ID SYSREQ_USER_GROUPS_GROUP_FULL_NAME SYSREQ_USER_GROUPS_GROUP_NAME SYSREQ_USER_GROUPS_GROUP_SERVER_NAME SYSREQ_USERS_ACCESS_RIGHTS SYSREQ_USERS_AUTHENTICATION SYSREQ_USERS_CATEGORY SYSREQ_USERS_COMPONENT SYSREQ_USERS_COMPONENT_USER_IS_PUBLIC SYSREQ_USERS_DOMAIN SYSREQ_USERS_FULL_USER_NAME SYSREQ_USERS_GROUP SYSREQ_USERS_IS_MAIN_SERVER SYSREQ_USERS_LOGIN SYSREQ_USERS_REFERENCE_USER_IS_PUBLIC SYSREQ_USERS_STATUS SYSREQ_USERS_USER_CERTIFICATE SYSREQ_USERS_USER_CERTIFICATE_INFO SYSREQ_USERS_USER_CERTIFICATE_PLUGIN_NAME SYSREQ_USERS_USER_CERTIFICATE_PLUGIN_VERSION SYSREQ_USERS_USER_CERTIFICATE_STATE SYSREQ_USERS_USER_CERTIFICATE_SUBJECT_NAME SYSREQ_USERS_USER_CERTIFICATE_THUMBPRINT 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pdf_noncentral_chi2 pdf_noncentral_student_t pdf_normal pdf_pareto pdf_poisson pdf_rank_sum pdf_rayleigh pdf_signed_rank pdf_student_t pdf_weibull pearson_skewness permanent permut permutation permutations petersen_graph petrov pickapart picture_equalp picturep piechart piechart_description planar_embedding playback plog plot2d plot3d plotdf ploteq plsquares pochhammer points poisdiff poisexpt poisint poismap poisplus poissimp poissubst poistimes poistrim polar polarform polartorect polar_to_xy poly_add poly_buchberger poly_buchberger_criterion poly_colon_ideal poly_content polydecomp poly_depends_p poly_elimination_ideal poly_exact_divide poly_expand poly_expt poly_gcd polygon poly_grobner poly_grobner_equal poly_grobner_member poly_grobner_subsetp poly_ideal_intersection poly_ideal_polysaturation poly_ideal_polysaturation1 poly_ideal_saturation poly_ideal_saturation1 poly_lcm poly_minimization polymod poly_multiply polynome2ele polynomialp poly_normal_form poly_normalize 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W=[...a,...l,...o],Z={relevance:0,match:n.concat("\\b(?!",W.join("|"),"\\b)",/[a-zA-Z_]\w*(?:[?!]|\b)/),className:"variable"};return{name:"Wren",keywords:{keyword:a,"variable.language":l,literal:o},contains:[{scope:"comment",variants:[{begin:[/#!?/,/[A-Za-z_]+(?=\()/],beginScope:{},keywords:{literal:o},contains:[],end:/\)/},{begin:[/#!?/,/[A-Za-z_]+/],beginScope:{},end:/$/}]},O,B,f,U,t.C_LINE_COMMENT_MODE,t.C_BLOCK_COMMENT_MODE,C,g,F,p,d,E,h,b,Z]}}return Em=e,Em}var fm,tC;function AB(){if(tC)return fm;tC=1;function e(t){return{name:"Intel x86 Assembly",case_insensitive:!0,keywords:{$pattern:"[.%]?"+t.IDENT_RE,keyword:"lock rep repe repz repne repnz xaquire xrelease bnd nobnd aaa aad aam aas adc add and arpl bb0_reset bb1_reset bound bsf bsr bswap bt btc btr bts call cbw cdq cdqe clc cld cli clts cmc cmp cmpsb cmpsd cmpsq cmpsw cmpxchg cmpxchg486 cmpxchg8b cmpxchg16b cpuid cpu_read cpu_write cqo cwd cwde daa das dec div dmint emms enter equ f2xm1 fabs fadd faddp fbld fbstp fchs fclex 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vcmpfalsess vcmpneq_oqss vcmpge_osss vcmpgess vcmpgt_osss vcmpgtss vcmptrue_uqss vcmptruess vcmplt_oqss vcmple_oqss vcmpunord_sss vcmpneq_usss vcmpnlt_uqss vcmpnle_uqss vcmpord_sss vcmpeq_usss vcmpnge_uqss vcmpngt_uqss vcmpfalse_osss vcmpneq_osss vcmpge_oqss vcmpgt_oqss vcmptrue_usss vcmpss vcomisd vcomiss vcvtdq2pd vcvtdq2ps vcvtpd2dq vcvtpd2ps vcvtps2dq vcvtps2pd vcvtsd2si vcvtsd2ss vcvtsi2sd vcvtsi2ss vcvtss2sd vcvtss2si vcvttpd2dq vcvttps2dq vcvttsd2si vcvttss2si vdivpd vdivps vdivsd vdivss vdppd vdpps vextractf128 vextractps vhaddpd vhaddps vhsubpd vhsubps vinsertf128 vinsertps vlddqu vldqqu vldmxcsr vmaskmovdqu vmaskmovps vmaskmovpd vmaxpd vmaxps vmaxsd vmaxss vminpd vminps vminsd vminss vmovapd vmovaps vmovd vmovq vmovddup vmovdqa vmovqqa vmovdqu vmovqqu vmovhlps vmovhpd vmovhps vmovlhps vmovlpd vmovlps vmovmskpd vmovmskps vmovntdq vmovntqq vmovntdqa vmovntpd vmovntps vmovsd vmovshdup vmovsldup vmovss vmovupd vmovups vmpsadbw vmulpd vmulps vmulsd vmulss vorpd vorps vpabsb vpabsw vpabsd vpacksswb vpackssdw vpackuswb vpackusdw vpaddb vpaddw vpaddd vpaddq vpaddsb vpaddsw vpaddusb vpaddusw vpalignr vpand vpandn vpavgb vpavgw vpblendvb vpblendw vpcmpestri vpcmpestrm vpcmpistri vpcmpistrm vpcmpeqb vpcmpeqw vpcmpeqd vpcmpeqq vpcmpgtb vpcmpgtw vpcmpgtd vpcmpgtq vpermilpd vpermilps vperm2f128 vpextrb vpextrw vpextrd vpextrq vphaddw vphaddd vphaddsw vphminposuw vphsubw vphsubd vphsubsw vpinsrb vpinsrw vpinsrd vpinsrq vpmaddwd vpmaddubsw vpmaxsb vpmaxsw vpmaxsd vpmaxub vpmaxuw vpmaxud vpminsb vpminsw vpminsd vpminub vpminuw vpminud vpmovmskb vpmovsxbw vpmovsxbd vpmovsxbq vpmovsxwd vpmovsxwq vpmovsxdq vpmovzxbw vpmovzxbd vpmovzxbq vpmovzxwd vpmovzxwq vpmovzxdq vpmulhuw vpmulhrsw vpmulhw vpmullw vpmulld vpmuludq vpmuldq vpor vpsadbw vpshufb vpshufd vpshufhw vpshuflw vpsignb vpsignw vpsignd vpslldq vpsrldq vpsllw vpslld vpsllq vpsraw vpsrad vpsrlw vpsrld vpsrlq vptest vpsubb vpsubw vpsubd vpsubq vpsubsb vpsubsw vpsubusb vpsubusw vpunpckhbw vpunpckhwd vpunpckhdq vpunpckhqdq vpunpcklbw vpunpcklwd vpunpckldq vpunpcklqdq vpxor vrcpps vrcpss vrsqrtps vrsqrtss vroundpd vroundps vroundsd vroundss vshufpd vshufps vsqrtpd vsqrtps vsqrtsd vsqrtss vstmxcsr vsubpd vsubps vsubsd vsubss vtestps vtestpd vucomisd vucomiss vunpckhpd vunpckhps vunpcklpd vunpcklps vxorpd vxorps vzeroall vzeroupper pclmullqlqdq pclmulhqlqdq pclmullqhqdq pclmulhqhqdq pclmulqdq vpclmullqlqdq vpclmulhqlqdq vpclmullqhqdq vpclmulhqhqdq vpclmulqdq vfmadd132ps vfmadd132pd vfmadd312ps vfmadd312pd vfmadd213ps vfmadd213pd vfmadd123ps vfmadd123pd vfmadd231ps vfmadd231pd vfmadd321ps vfmadd321pd vfmaddsub132ps vfmaddsub132pd vfmaddsub312ps vfmaddsub312pd vfmaddsub213ps vfmaddsub213pd vfmaddsub123ps vfmaddsub123pd vfmaddsub231ps vfmaddsub231pd vfmaddsub321ps vfmaddsub321pd vfmsub132ps vfmsub132pd vfmsub312ps vfmsub312pd vfmsub213ps vfmsub213pd vfmsub123ps vfmsub123pd vfmsub231ps vfmsub231pd vfmsub321ps vfmsub321pd vfmsubadd132ps vfmsubadd132pd vfmsubadd312ps vfmsubadd312pd vfmsubadd213ps vfmsubadd213pd vfmsubadd123ps vfmsubadd123pd vfmsubadd231ps vfmsubadd231pd vfmsubadd321ps vfmsubadd321pd vfnmadd132ps vfnmadd132pd vfnmadd312ps vfnmadd312pd vfnmadd213ps vfnmadd213pd vfnmadd123ps vfnmadd123pd vfnmadd231ps vfnmadd231pd vfnmadd321ps vfnmadd321pd vfnmsub132ps vfnmsub132pd vfnmsub312ps vfnmsub312pd vfnmsub213ps vfnmsub213pd vfnmsub123ps vfnmsub123pd vfnmsub231ps vfnmsub231pd vfnmsub321ps vfnmsub321pd vfmadd132ss vfmadd132sd vfmadd312ss vfmadd312sd vfmadd213ss vfmadd213sd vfmadd123ss vfmadd123sd vfmadd231ss vfmadd231sd vfmadd321ss vfmadd321sd vfmsub132ss vfmsub132sd vfmsub312ss vfmsub312sd vfmsub213ss vfmsub213sd vfmsub123ss vfmsub123sd vfmsub231ss vfmsub231sd vfmsub321ss vfmsub321sd vfnmadd132ss vfnmadd132sd vfnmadd312ss vfnmadd312sd vfnmadd213ss vfnmadd213sd vfnmadd123ss vfnmadd123sd vfnmadd231ss vfnmadd231sd vfnmadd321ss vfnmadd321sd vfnmsub132ss vfnmsub132sd vfnmsub312ss vfnmsub312sd vfnmsub213ss vfnmsub213sd vfnmsub123ss vfnmsub123sd vfnmsub231ss vfnmsub231sd vfnmsub321ss vfnmsub321sd rdfsbase rdgsbase rdrand wrfsbase wrgsbase vcvtph2ps vcvtps2ph adcx adox rdseed clac stac xstore xcryptecb xcryptcbc xcryptctr xcryptcfb xcryptofb montmul xsha1 xsha256 llwpcb slwpcb lwpval lwpins vfmaddpd vfmaddps vfmaddsd vfmaddss vfmaddsubpd vfmaddsubps vfmsubaddpd vfmsubaddps vfmsubpd vfmsubps vfmsubsd vfmsubss vfnmaddpd vfnmaddps vfnmaddsd vfnmaddss vfnmsubpd vfnmsubps vfnmsubsd vfnmsubss vfrczpd vfrczps vfrczsd vfrczss vpcmov vpcomb vpcomd vpcomq vpcomub vpcomud vpcomuq vpcomuw vpcomw vphaddbd vphaddbq vphaddbw vphadddq vphaddubd vphaddubq vphaddubw vphaddudq vphadduwd vphadduwq vphaddwd vphaddwq vphsubbw vphsubdq vphsubwd vpmacsdd vpmacsdqh vpmacsdql vpmacssdd vpmacssdqh vpmacssdql vpmacsswd vpmacssww vpmacswd vpmacsww vpmadcsswd vpmadcswd vpperm vprotb vprotd vprotq vprotw vpshab vpshad vpshaq vpshaw vpshlb vpshld vpshlq vpshlw vbroadcasti128 vpblendd vpbroadcastb vpbroadcastw vpbroadcastd vpbroadcastq vpermd vpermpd vpermps vpermq vperm2i128 vextracti128 vinserti128 vpmaskmovd vpmaskmovq vpsllvd vpsllvq vpsravd vpsrlvd vpsrlvq vgatherdpd vgatherqpd vgatherdps vgatherqps vpgatherdd vpgatherqd vpgatherdq vpgatherqq xabort xbegin xend xtest andn bextr blci blcic blsi blsic blcfill blsfill blcmsk blsmsk blsr blcs bzhi mulx pdep pext rorx sarx shlx shrx tzcnt tzmsk t1mskc valignd valignq vblendmpd vblendmps vbroadcastf32x4 vbroadcastf64x4 vbroadcasti32x4 vbroadcasti64x4 vcompresspd vcompressps vcvtpd2udq vcvtps2udq vcvtsd2usi vcvtss2usi vcvttpd2udq vcvttps2udq vcvttsd2usi vcvttss2usi vcvtudq2pd vcvtudq2ps vcvtusi2sd vcvtusi2ss vexpandpd vexpandps vextractf32x4 vextractf64x4 vextracti32x4 vextracti64x4 vfixupimmpd vfixupimmps vfixupimmsd vfixupimmss vgetexppd vgetexpps vgetexpsd vgetexpss vgetmantpd vgetmantps vgetmantsd vgetmantss vinsertf32x4 vinsertf64x4 vinserti32x4 vinserti64x4 vmovdqa32 vmovdqa64 vmovdqu32 vmovdqu64 vpabsq vpandd vpandnd vpandnq vpandq vpblendmd vpblendmq vpcmpltd vpcmpled vpcmpneqd vpcmpnltd vpcmpnled vpcmpd vpcmpltq 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0||fe.$forceUpdate()}},{key:"syncSlots",value:function(){var de;this._slotChildren=function(fe,Ne){for(var Be=[],Ue=0,v=fe.length;Ue + {% if show_default_passwords %} + Default users included out of the box: +
      +
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    +
    [[ error_message ]]
    diff --git a/core/cat/public/favicon.ico b/core/cat/routes/static/core_static_folder/img/favicon.ico similarity index 100% rename from core/cat/public/favicon.ico rename to core/cat/routes/static/core_static_folder/img/favicon.ico diff --git a/core/cat/routes/static/core_static_folder/users/manager.css b/core/cat/routes/static/core_static_folder/users/manager.css deleted file mode 100644 index 14eda3587..000000000 --- a/core/cat/routes/static/core_static_folder/users/manager.css +++ /dev/null @@ -1,77 +0,0 @@ - -#content { - padding: 0% 20%; -} - -#header { - display: flex; - flex-direction: row; - align-items: center; - justify-content: space-evenly; -} - -#logo { - width: 100px; - height: 100px; -} - -#users-list { - padding: 10px; -} - -#user-create-form { - display: flex; - flex-direction: column; - align-items: center; - justify-content: center; -} - -#user-create-inputs { - display: flex; - flex-direction: row; - align-items: center; - justify-content: center; -} - -#users-list { - display: flex; - flex-direction: column; - align-items: center; - justify-content: center; - -} - -.user-row { - display: flex; - flex-direction: row; - align-items: center; - justify-content: space-between; - width: 100%; - border-top: 1px solid #ccc; -} - -input { - width: 100px; - margin: 5px; - padding: 10px; - border-radius: 5px; - border: 1px solid #ccc; -} - -button { - margin: 10px; - padding: 10px; - border-radius: 5px; - border: 1px solid #ccc; - background-color: #ccc; - color: white; - font-weight: bold; -} - -button:hover { - background-color: #333; -} - -.error-message { - color: red; -} \ No newline at end of file diff --git a/core/cat/routes/static/core_static_folder/users/manager.html b/core/cat/routes/static/core_static_folder/users/manager.html deleted file mode 100644 index 6ae153c8f..000000000 --- a/core/cat/routes/static/core_static_folder/users/manager.html +++ /dev/null @@ -1,124 +0,0 @@ - - - - - - - User manager - - - - - - -
    - - -
    -
    - - - -
    -
    -
    - -
    - -
    -
    - - - - - - \ No newline at end of file diff --git a/core/cat/routes/static/public.py b/core/cat/routes/static/public.py deleted file mode 100644 index 9441e7d9c..000000000 --- a/core/cat/routes/static/public.py +++ /dev/null @@ -1,8 +0,0 @@ -from fastapi.staticfiles import StaticFiles - - -def mount(cheshire_cat_api): - # note html=False because index.html needs to be injected with runtime information - cheshire_cat_api.mount( - "/public/", StaticFiles(directory="cat/public/", html=True), name="chat" - ) diff --git a/core/cat/routes/users/users.py b/core/cat/routes/users.py similarity index 90% rename from core/cat/routes/users/users.py rename to core/cat/routes/users.py index 6e63e4481..1a8727c70 100644 --- a/core/cat/routes/users/users.py +++ b/core/cat/routes/users.py @@ -23,6 +23,7 @@ class UserCreate(UserBase): class UserUpdate(UserBase): username: str = Field(default=None, min_length=2) + password: str = Field(default=None, min_length=4) permissions: Dict[AuthResource, List[AuthPermission]] = None model_config: ConfigDict = {"extra": "forbid"} @@ -86,12 +87,8 @@ def update_user( raise HTTPException(status_code=404, detail={"error": "User not found"}) stored_user = users_db[user_id] - if stored_user["username"] == "admin": - raise HTTPException( - status_code=403, - detail={"error": "Cannot edit admin user"} - ) - + if user.password: + user.password = hash_password(user.password) updated_user = stored_user | user.model_dump(exclude_unset=True) users_db[user_id] = updated_user crud.update_users(users_db) @@ -105,11 +102,6 @@ def delete_user( ): if user_id not in users_db: raise HTTPException(status_code=404, detail={"error": "User not found"}) - if users_db[user_id]["username"] == "admin": - raise HTTPException( - status_code=403, - detail={"error": "Cannot delete admin user"} - ) user = users_db.pop(user_id) crud.update_users(users_db) diff --git a/core/cat/routes/users/users_manager.py b/core/cat/routes/users/users_manager.py deleted file mode 100644 index 0e7c9ca91..000000000 --- a/core/cat/routes/users/users_manager.py +++ /dev/null @@ -1,28 +0,0 @@ - - - -from fastapi import APIRouter, Request, Depends - -from cat.auth.permissions import AuthResource, AuthPermission -from cat.auth.connection import CoreFrontendAuth -from cat.looking_glass.stray_cat import StrayCat -from cat.routes.static.templates import get_jinja_templates - - -router = APIRouter() - - -@router.get("/", include_in_schema=False) -async def users_manager_page( - request: Request, - stray: StrayCat = Depends( - CoreFrontendAuth(AuthResource.USERS, AuthPermission.WRITE) - ) -): - """Create, update and delete users and their permissions""" - - templates = get_jinja_templates() - template_context = {} - return templates.TemplateResponse( - request=request, name="users/manager.html", context=template_context - ) diff --git a/core/cat/utils.py b/core/cat/utils.py index 0ccb5aecb..ba46745a0 100644 --- a/core/cat/utils.py +++ b/core/cat/utils.py @@ -2,13 +2,16 @@ import os import traceback +import inspect from datetime import timedelta from urllib.parse import urlparse - +from typing import Dict, Tuple from pydantic import BaseModel, ConfigDict from langchain.evaluation import StringDistance, load_evaluator, EvaluatorType from langchain_core.output_parsers import JsonOutputParser +from langchain_core.prompts import PromptTemplate +from langchain_core.utils import get_colored_text from cat.log import log from cat.env import get_env @@ -82,9 +85,7 @@ def verbal_timedelta(td: timedelta) -> str: def get_base_url(): """Allows exposing the base url.""" - secure = get_env("CCAT_CORE_USE_SECURE_PROTOCOLS") - if secure not in ["", "false", "0"]: - secure = "s" + secure = "s" if get_env("CCAT_CORE_USE_SECURE_PROTOCOLS") in ("true", "1") else "" cat_host = get_env("CCAT_CORE_HOST") cat_port = get_env("CCAT_CORE_PORT") return f"http{secure}://{cat_host}:{cat_port}/" @@ -157,14 +158,89 @@ def parse_json(json_string: str, pydantic_model: BaseModel = None) -> dict: # instantiate parser parser = JsonOutputParser(pydantic_object=pydantic_model) - # clean escapes (small LLM error) - json_string_clean = json_string.replace("\_", "_").replace("\-", "-") + # clean to help small LLMs + replaces = { + "\_": "_", + "\-": "-", + "None": "null", + "{{": "{", + "}}": "}", + } + for k, v in replaces.items(): + json_string = json_string.replace(k, v) # first "{" occurrence (required by parser) - start_index = json_string_clean.index("{") + start_index = json_string.index("{") # parse - return parser.parse(json_string_clean[start_index:]) + parsed = parser.parse(json_string[start_index:]) + + if pydantic_model: + return pydantic_model(**parsed) + return parsed + + +def match_prompt_variables( + prompt_variables: Dict, + prompt_template: str + ) -> Tuple[Dict, str]: + """Ensure prompt variables and prompt placeholders map, so there are no issues on mismatches""" + + tmp_prompt = PromptTemplate.from_template( + template=prompt_template + ) + + # outer set difference + prompt_mismatches = set(prompt_variables.keys()) ^ set(tmp_prompt.input_variables) + + # clean up + for m in prompt_mismatches: + if m in prompt_variables.keys(): + log.warning(f"Prompt variable '{m}' not found in prompt template, removed") + del prompt_variables[m] + if m in tmp_prompt.input_variables: + prompt_template = \ + prompt_template.replace("{" + m + "}", "") + log.warning(f"Placeholder '{m}' not found in prompt variables, removed") + + return prompt_variables, prompt_template + + +def get_caller_info(): + # go 2 steps up the stack + try: + calling_frame = inspect.currentframe() + grand_father_frame = calling_frame.f_back.f_back + grand_father_name = grand_father_frame.f_code.co_name + + # check if the grand_father_frame is in a class method + if 'self' in grand_father_frame.f_locals: + return grand_father_frame.f_locals['self'].__class__.__name__ + "." + grand_father_name + return grand_father_name + except Exception as e: + log.error(e) + return None + + +def langchain_log_prompt(langchain_prompt, title): + print("\n") + print(get_colored_text(f"==================== {title} ====================", "green")) + for m in langchain_prompt.messages: + print(get_colored_text(type(m).__name__, "green")) + print(m.content) + print(get_colored_text("========================================", "green")) + return langchain_prompt + + +def langchain_log_output(langchain_output, title): + print("\n") + print(get_colored_text(f"==================== {title} ====================", "blue")) + if hasattr(langchain_output, 'content'): + print(langchain_output.content) + else: + print(langchain_output) + print(get_colored_text("========================================", "blue")) + return langchain_output # This is our masterwork during tea time @@ -186,6 +262,7 @@ class BaseModelDict(BaseModel): extra="allow", validate_assignment=True, arbitrary_types_allowed=True, + protected_namespaces=() # avoid warning for `model_xxx` attributes ) def __getitem__(self, key): diff --git a/core/pyproject.toml b/core/pyproject.toml index bc317b2c7..5320bb39e 100644 --- a/core/pyproject.toml +++ b/core/pyproject.toml @@ -1,7 +1,7 @@ [project] name = "Cheshire-Cat" description = "Production ready AI assistant framework" -version = "1.7.0" +version = "1.7.1" requires-python = ">=3.10" license = { file = "LICENSE" } authors = [ @@ -25,7 +25,7 @@ dependencies = [ "langchain==0.2.1", "langchain-community==0.2.1", "langchain-openai==0.1.7", - "langchain-google-genai==1.0.5", + "langchain-google-genai==1.0.8", "langchain-cohere==0.1.5", "huggingface-hub==0.20.3", "beautifulsoup4==4.12.3", @@ -45,7 +45,7 @@ dependencies = [ "pytest", "pytest-asyncio", "httpx", - "fastembed==0.2.2", + "fastembed==0.3.4", "rapidfuzz==3.6.1", "APScheduler==3.10.4", "ruff==0.4.7", diff --git a/core/tests/agents/test_main_agent.py b/core/tests/agents/test_main_agent.py index d28808062..7f054edfb 100644 --- a/core/tests/agents/test_main_agent.py +++ b/core/tests/agents/test_main_agent.py @@ -3,7 +3,7 @@ from cat.mad_hatter.mad_hatter import MadHatter from cat.agents.main_agent import MainAgent -from cat.agents.base_agent import AgentOutput +from cat.agents import AgentOutput def test_main_agent_instantiation(main_agent): diff --git a/core/tests/agents/test_output_parser.py b/core/tests/agents/test_output_parser.py index a28cb18e9..fb8cf91d6 100644 --- a/core/tests/agents/test_output_parser.py +++ b/core/tests/agents/test_output_parser.py @@ -1,7 +1,6 @@ -from langchain.schema import AgentAction, AgentFinish -from cat.looking_glass.output_parser import ChooseProcedureOutputParser +from cat.looking_glass.output_parser import ChooseProcedureOutputParser, LLMAction def test_procedure_output_parser(): @@ -10,63 +9,74 @@ def test_procedure_output_parser(): # badly formatted output out = parser.parse("not a JSON") - assert isinstance(out, AgentFinish) - assert out.return_values == {"output": None} + assert isinstance(out, LLMAction) + assert out.action is None + assert out.action_input is None # json with wrong keys out = parser.parse('{"wrong_key": "any_value"}') - assert isinstance(out, AgentFinish) - assert out.return_values == {"output": None} + assert isinstance(out, LLMAction) + assert out.action is None + assert out.action_input is None - # final answer - out = parser.parse('{"action": "final_answer"}') - assert isinstance(out, AgentFinish) - assert out.return_values == {"output": None} + # no action + out = parser.parse('{"action": "no_action"}') + assert isinstance(out, LLMAction) + assert out.action == "no_action" + assert out.action_input is None # action without action_input out = parser.parse('{"action": "some_action"}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == "" + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input is None - # action with action_input None + # action with action_input null -> None out = parser.parse('{"action": "some_action", "action_input": null}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == "" + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input is None # action with action_input string out = parser.parse('{"action": "some_action", "action_input": "some_input"}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == "some_input" + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input == "some_input" + + # additional content around the JSON + out = parser.parse('whateverrr ```json{"action": "some_action", "action_input": "hey"} bla bla ```') + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input == "hey" # action with action_input int out = parser.parse('{"action": "some_action", "action_input": 42}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == "42" + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input == "42" # action with action_input float out = parser.parse('{"action": "some_action", "action_input": 3.14}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == "3.14" + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input == "3.14" # action with action_input bool out = parser.parse('{"action": "some_action", "action_input": true}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == "true" + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input == "true" # action with action_input dict out = parser.parse('{"action": "some_action", "action_input": {"key": "value"}}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == '{"key": "value"}' + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input == '{"key": "value"}' # action with action_input list out = parser.parse('{"action": "some_action", "action_input": ["a", 2, true]}') - assert isinstance(out, AgentAction) - assert out.tool == "some_action" - assert out.tool_input == '["a", 2, true]' \ No newline at end of file + assert isinstance(out, LLMAction) + assert out.action == "some_action" + assert out.action_input == '["a", 2, true]' + + # TODOV2: tools shoul receive in input properly parsed types \ No newline at end of file diff --git a/core/tests/conftest.py b/core/tests/conftest.py index 07de4d78d..f4ddaef39 100644 --- a/core/tests/conftest.py +++ b/core/tests/conftest.py @@ -5,6 +5,9 @@ import shutil from typing import Any, Generator +import warnings +from pydantic import PydanticDeprecatedSince20 + from qdrant_client import QdrantClient from fastapi.testclient import TestClient @@ -19,6 +22,8 @@ from tests.utils import create_mock_plugin_zip + + # substitute classes' methods where necessary for testing purposes def mock_classes(monkeypatch): # Use in memory vector db @@ -73,7 +78,7 @@ def client(monkeypatch) -> Generator[TestClient, Any, None]: """ Create a new FastAPI TestClient. """ - + # clean up tmp files and folders clean_up_mocks() # monkeypatch classes @@ -138,3 +143,9 @@ def stray(client): stray_cat = StrayCat(user_id=user_id, main_loop=asyncio.new_event_loop()) stray_cat.working_memory.user_message_json = {"user_id": user_id, "text": "meow"} yield stray_cat + +# autouse fixture will be applied to *all* the tests +@pytest.fixture(autouse=True) +def apply_warning_filters(): + # ignore deprecation warnings due to langchain not updating to pydantic v2 + warnings.filterwarnings("ignore", category=PydanticDeprecatedSince20) \ No newline at end of file diff --git a/core/tests/mad_hatter/test_mad_hatter.py b/core/tests/mad_hatter/test_mad_hatter.py index 9c52e581d..b35c7364b 100644 --- a/core/tests/mad_hatter/test_mad_hatter.py +++ b/core/tests/mad_hatter/test_mad_hatter.py @@ -39,7 +39,6 @@ def test_instantiation_discovery(mad_hatter): tool = mad_hatter.tools[0] assert isinstance(tool, CatTool) assert tool.plugin_id == "core_plugin" - assert tool.cat is None assert tool.name == "get_the_time" assert ( tool.description diff --git a/core/tests/routes/test_websocket.py b/core/tests/routes/test_websocket.py index 02d22c7e2..d1b52ce49 100644 --- a/core/tests/routes/test_websocket.py +++ b/core/tests/routes/test_websocket.py @@ -12,7 +12,7 @@ def check_correct_websocket_reply(reply): # why why = reply["why"] - assert {"input", "intermediate_steps", "memory", "model_interactions"} == set(why.keys()) + assert {"input", "intermediate_steps", "memory", "model_interactions", "agent_output"} == set(why.keys()) assert isinstance(why["input"], str) assert isinstance(why["intermediate_steps"], list) assert isinstance(why["memory"], dict) diff --git a/core/tests/routes/users/test_users_crud.py b/core/tests/routes/users/test_users_crud.py index 83787729c..1ba425d0f 100644 --- a/core/tests/routes/users/test_users_crud.py +++ b/core/tests/routes/users/test_users_crud.py @@ -1,5 +1,8 @@ from uuid import UUID from cat.auth.permissions import get_base_permissions, get_full_permissions +from cat.env import get_env +from tests.utils import create_new_user + def check_user_fields(u): assert set(u.keys()) == {"id", "username", "permissions"} @@ -13,18 +16,12 @@ def check_user_fields(u): # If a ValueError is raised, the UUID string is invalid assert False, "Not a UUID" -def create_new_user(client): - new_user = {"username": "Alice", "password": "wandering_in_wonderland"} - response = client.post("/users", json=new_user) - assert response.status_code == 200 - return response.json() - def test_create_user(client): # create user data = create_new_user(client) - # assertion on user structure + # assertions on user structure check_user_fields(data) assert data["username"] == "Alice" @@ -103,25 +100,32 @@ def test_update_user(client): response = client.put(f"/users/{user_id}", json=updated_user) assert response.status_code == 400 - # update password (bad request) - updated_user = {"password": "12345"} - response = client.put(f"/users/{user_id}", json=updated_user) - assert response.status_code == 400 - # change nothing response = client.put(f"/users/{user_id}", json={}) assert response.status_code == 200 data = response.json() # nothing changed so far + check_user_fields(data) assert data["username"] == "Alice" assert data["permissions"] == get_base_permissions() + # update password + updated_user = {"password": "12345"} + response = client.put(f"/users/{user_id}", json=updated_user) + assert response.status_code == 200 + data = response.json() + check_user_fields(data) + assert data["username"] == "Alice" + assert data["permissions"] == get_base_permissions() + assert "password" not in data # api will not send passwords around + # change username updated_user = {"username": "Alice2"} response = client.put(f"/users/{user_id}", json=updated_user) assert response.status_code == 200 data = response.json() + check_user_fields(data) assert data["username"] == "Alice2" assert data["permissions"] == get_base_permissions() @@ -130,6 +134,7 @@ def test_update_user(client): response = client.put(f"/users/{user_id}", json=updated_user) assert response.status_code == 200 data = response.json() + check_user_fields(data) assert data["username"] == "Alice2" assert data["permissions"] == {"MEMORY": ["READ"]} @@ -138,6 +143,7 @@ def test_update_user(client): response = client.put(f"/users/{user_id}", json=updated_user) assert response.status_code == 200 data = response.json() + check_user_fields(data) assert data["username"] == "Alice3" assert data["permissions"] == {"UPLOAD":["WRITE"]} @@ -186,35 +192,6 @@ def test_delete_user(client): assert data[0]["username"] == "admin" assert data[1]["username"] == "user" -def test_superuser(client): - - # get list of users (there should be only admin and user) - response = client.get("/users") - assert response.status_code == 200 - data = response.json() - assert len(data) == 2 - assert data[0]["username"] == "admin" - - admin_id = data[0]["id"] - - # cannot create another user called admin (it's the only one available at install) - response = client.post("/users", json={"username": "admin", "password": "password"}) - assert response.status_code == 403 - - # cannot change password (bad request) - response = client.put(f"/users/{admin_id}", json={"password": "12345"}) - assert response.status_code == 400 - - # cannot edit admin user - response = client.put(f"/users/{admin_id}", json={"permissions": {"MEMORY": ["READ"]}}) - assert response.status_code == 403 - assert response.json()["detail"]["error"] == "Cannot edit admin user" - - - # cannot delete admin user - response = client.delete(f"/users/{admin_id}") - assert response.status_code == 403 - assert response.json()["detail"]["error"] == "Cannot delete admin user" # note: using secure client (api key set both for http and ws) def test_no_access_if_api_keys_active(secure_client): @@ -238,7 +215,7 @@ def test_no_access_if_api_keys_active(secure_client): assert response.status_code == 403 # check default list giving the correct CCAT_API_KEY - headers = {"Authorization": "Bearer meow_http"} + headers = {"Authorization": f"Bearer {get_env('CCAT_API_KEY')}"} response = secure_client.get("/users", headers=headers) assert response.status_code == 200 assert len(response.json()) == 2 diff --git a/core/tests/routes/users/test_users_permissions.py b/core/tests/routes/users/test_users_permissions.py index 46d24c598..e5ab150a0 100644 --- a/core/tests/routes/users/test_users_permissions.py +++ b/core/tests/routes/users/test_users_permissions.py @@ -1,52 +1,90 @@ +import pytest +from cat.env import get_env + # test endpoints with different user permissions # NOTE: we are using here the secure_client: # - CCAT_API_KEY and CCAT_API_KEY_WS are active # - we will auth with JWT -def test_users_endpoint_permissions(secure_client): - - # admin credentials - admin_creds = { - "username": "admin", - "password": "admin" - } - # user credentials (does not exist yet) - user_creds = { - "username": "Alice", - "password": "12345" +@pytest.mark.parametrize("credentials", [ + # default users: `admin` has USERS permissions, `user` has not + {"username": "user", "password": "user"}, + {"username": "admin", "password": "admin"}, +]) +@pytest.mark.parametrize("endpoint", [ + { + "method": "GET", + "path": "/users", + "payload": None + }, + { + "method": "GET", + "path": "/users/ID_PLACEHOLDER", + "payload": None + }, + { + "method": "POST", + "path": "/users", + "payload": {"username": "Alice", "password": "12345"} + }, + { + "method": "PUT", + "path": "/users/ID_PLACEHOLDER", + "payload": {"username": "Alice2"} + }, + { + "method": "DELETE", + "path": "/users/ID_PLACEHOLDER", + "payload": None } +]) +def test_users_permissions(secure_client, credentials, endpoint): - # no JWT, no pass - for c in [admin_creds, user_creds]: - res = secure_client.post("/users", json=c) - assert res.status_code == 403 - assert res.json()["detail"]["error"] == "Invalid Credentials" + # create new user that will be edited by calling the endpoints + # we create it using directly CCAT_API_KEY + response = secure_client.post( + "/users", + json={ + "username": "Caterpillar", + "password": "U R U" + }, + headers={ + "Authorization": f"Bearer {get_env('CCAT_API_KEY')}", + "user_id": "admin" + } + ) + assert response.status_code == 200 + target_user_id = response.json()["id"] - # obtain JWT as admin - res = secure_client.post("/auth/token", json=admin_creds) - assert res.status_code == 200 - admin_token = res.json()["access_token"] + # tests for `admin` and `user` using the endpoints - # admin creates a new user (can do it because he has WRITE permission on USERS) - res =secure_client.post("/users", json=user_creds, headers={"Authorization": f"Bearer {admin_token}"}) - assert res.status_code == 200 - - # user obtains JWT - res = secure_client.post("/auth/token", json=user_creds) - assert res.status_code == 200 - user_token = res.json()["access_token"] - print(user_token) - - # user tries to create a new user (should be forbidden) - third_user_cred = { - "username": "Caterpillar", - "password": "hookah!" - } - res = secure_client.post("/users", json=third_user_cred, headers={"Authorization": f"Bearer {user_token}"}) + # no JWT, no pass + res = secure_client.request( + endpoint["method"], + endpoint["path"].replace("ID_PLACEHOLDER", target_user_id), + json=endpoint["payload"] + ) assert res.status_code == 403 assert res.json()["detail"]["error"] == "Invalid Credentials" + + # obtain JWT + res = secure_client.post("/auth/token", json=credentials) + assert res.status_code == 200 + jwt = res.json()["access_token"] + # now using JWT + res = secure_client.request( + endpoint["method"], + endpoint["path"].replace("ID_PLACEHOLDER", target_user_id), + json=endpoint["payload"], + headers={"Authorization": f"Bearer {jwt}"} # using credentials + ) + # `admin` can now use endpoints, `user` cannot + if credentials["username"] == "admin": + assert res.status_code == 200 + else: + assert res.status_code == 403 # TODOAUTH: more tests here on critical endpoints \ No newline at end of file diff --git a/core/tests/test_cat_utils.py b/core/tests/test_cat_utils.py index e64f46735..a78248244 100644 --- a/core/tests/test_cat_utils.py +++ b/core/tests/test_cat_utils.py @@ -1,3 +1,4 @@ +import os import pytest from cat import utils @@ -5,6 +6,13 @@ def test_get_base_url(): assert utils.get_base_url() == "http://localhost:1865/" + # test when CCAT_CORE_USE_SECURE_PROTOCOLS is set + os.environ["CCAT_CORE_USE_SECURE_PROTOCOLS"] = "1" + assert utils.get_base_url() == "https://localhost:1865/" + os.environ["CCAT_CORE_USE_SECURE_PROTOCOLS"] = "0" + assert utils.get_base_url() == "http://localhost:1865/" + os.environ["CCAT_CORE_USE_SECURE_PROTOCOLS"] = "" + assert utils.get_base_url() == "http://localhost:1865/" def test_get_base_path(): diff --git a/core/tests/utils.py b/core/tests/utils.py index cc26f7a01..cdedd629a 100644 --- a/core/tests/utils.py +++ b/core/tests/utils.py @@ -81,3 +81,10 @@ def get_collections_names_and_point_count(client): assert response.status_code == 200 collections_n_points = {c["name"]: c["vectors_count"] for c in json["collections"]} return collections_n_points + + +def create_new_user(client): + new_user = {"username": "Alice", "password": "wandering_in_wonderland"} + response = client.post("/users", json=new_user) + assert response.status_code == 200 + return response.json() \ No newline at end of file