From 536d90d5e6627ddbbcfa13971f9b3549fab9aa0b Mon Sep 17 00:00:00 2001 From: KIMB-technologies Date: Sat, 21 Dec 2024 19:01:02 +0100 Subject: [PATCH] Update docs after implement #4 --- web/public/docs/search.js | 2 +- web/public/docs/ums/agent/agent.html | 106 +-- web/public/docs/ums/example/example.html | 272 +++--- web/public/docs/ums/management/db.html | 879 +++++++++--------- web/public/docs/ums/management/process.html | 939 +++++++++++--------- web/public/docs/ums/utils/types.html | 343 +++---- 6 files changed, 1331 insertions(+), 1210 deletions(-) diff --git a/web/public/docs/search.js b/web/public/docs/search.js index 2f25d08..88b9606 100644 --- a/web/public/docs/search.js +++ b/web/public/docs/search.js @@ -1,6 +1,6 @@ window.pdocSearch = (function(){ /** elasticlunr - http://weixsong.github.io * Copyright (C) 2017 Oliver Nightingale * Copyright (C) 2017 Wei Song * MIT Licensed */!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. 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e.elements=this.toArray(),e.length=e.elements.length,e},lunr.SortedSet.prototype.union=function(e){var t,n,i;this.length>=e.length?(t=this,n=e):(t=e,n=this),i=t.clone();for(var o=0,r=n.toArray();oThe package ums contains the Agenten-Plattform, the implementations of the agents shall be created in the package src, see Agent-Template.

\n\n
\n

Side note: The classes with comments may be useful when implementing the agents.\n The classes without comments may be safe to ignore and are (only) used internally.

\n
\n\n
    \n
  • ums.agent\n
      \n
    • Contains the implementation of an agent for handling requests by the implementations in src.
      • \n
    • Check for running single tasks without using management.
      • \n
    • \n
  • ums.example\n
      \n
    • Contains a very simple examples for all types of agents.
      • \n
    • See ums.example.example
      • \n
    • \n
  • ums.management\n
    • \n
  • ums.utils\n
      \n
    • Contains various utilities.
      • \n
    • ums.utils.const.SHARE_PATH The path for shared files between all agents
      • \n
    • ums.utils.const.PERSIST_PATH The path to store persistent data of an agent
      • \n
    • ums.utils.request.ManagementRequest Run request to the management (only necessary in special cases, most requests done automatically by platform)
      • \n
    • ums.utils.schema The schema (types) used in the files storing extracted data from plain data
      • \n
    • ums.utils.types The types used in the communication between agent and management
      • \n
    • \n
\n"}, "ums.agent": {"fullname": "ums.agent", "modulename": "ums.agent", "kind": "module", "doc": "

Run as Agent

\n\n

The env. variable AGENTS_LIST is used to identify the agents classes/ task handlers.\nIt must contain he the package name and a variable name in this package divided by :. \nThen, the variable contains a list of agent classes (subclasses of ums.agent.agent.BasicAgent)

\n\n

For example AGENTS_LIST=ums.example.example:AGENT_CLASSES, then in file ./ums/example/example.py a variable AGENT_CLASSES exists. \nOne line in this file, e.g., is AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent].

\n\n

When starting the Docker container of the agent, the classes specified in AGENTS_LIST are loaded and if the agent receives a task, the task is sent to the agent classes' handle methods.

\n\n

Run Single Task

\n\n

For development it might be cumbersome to always require a running management container and sending messages. \nHence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management.

\n\n

This also uses the AGENTS_LIST env. variable, but the tasks are sent via command line:

\n\n

There are three ways to send a task (if the agent's Docker container is running):

\n\n
    \n
  • docker compose exec agent_all python -m ums.agent -d\n
      \n
    • Run a dummy task
      • \n
    • Possibly agent_all needs to be changed to the service name (see docker-compose.yml) of the agent's Docker container
      • \n
    • \n
  • cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i\n
      \n
    • Send the task (json of AgentMessage) via STDIN from file ./msg.json to the agent
      • \n
    • \n
  • docker compose exec agent_all python -m ums.agent -f msg.json\n
      \n
    • Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory.
      • \n
    • \n
\n\n

If the Agent's Docker container is not running, a temporary container can be started.\nFor the dummy message, the command would be docker compose run --rm --entrypoint \"\" agent_all python -m ums.agent -d.\n(Again, change agent_all for the service name in docker-compose.yml.)

\n"}, "ums.agent.agent": {"fullname": "ums.agent.agent", "modulename": "ums.agent.agent", "kind": "module", "doc": "

\n"}, "ums.agent.agent.AgentCapability": {"fullname": "ums.agent.agent.AgentCapability", "modulename": "ums.agent.agent", "qualname": "AgentCapability", "kind": "class", "doc": "

The three different capabilities an agent can have.

\n", "bases": "enum.Enum"}, "ums.agent.agent.AgentCapability.EXTRACT": {"fullname": "ums.agent.agent.AgentCapability.EXTRACT", "modulename": "ums.agent.agent", "qualname": "AgentCapability.EXTRACT", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.EXTRACT: 'extract'>"}, "ums.agent.agent.AgentCapability.SOLVE": {"fullname": "ums.agent.agent.AgentCapability.SOLVE", "modulename": "ums.agent.agent", "qualname": "AgentCapability.SOLVE", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.SOLVE: 'solve'>"}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"fullname": "ums.agent.agent.AgentCapability.GATEKEEPER", "modulename": "ums.agent.agent", "qualname": "AgentCapability.GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.GATEKEEPER: 'gatekeeper'>"}, "ums.agent.agent.BasicAgent": {"fullname": "ums.agent.agent.BasicAgent", "modulename": "ums.agent.agent", "qualname": "BasicAgent", "kind": "class", "doc": "

A basic agent, each agent will be a subclass of this class.

\n", "bases": "abc.ABC"}, "ums.agent.agent.BasicAgent.agent_capability": {"fullname": "ums.agent.agent.BasicAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "BasicAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.before_response": {"fullname": "ums.agent.agent.BasicAgent.before_response", "modulename": "ums.agent.agent", "qualname": "BasicAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

The response to be sent is in response and send_it is a callable, which sends the response to the management if it gets called. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.message": {"fullname": "ums.agent.agent.BasicAgent.message", "modulename": "ums.agent.agent", "qualname": "BasicAgent.message", "kind": "function", "doc": "

Get the message this agent object is working on.

\n", "signature": "(self) -> ums.utils.types.AgentMessage:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.sub_riddle": {"fullname": "ums.agent.agent.BasicAgent.sub_riddle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.sub_riddle", "kind": "function", "doc": "

Create a new sub-riddle for solving details of the current riddle.\nFor the sub-riddle, give a riddle and optionally, a selection of data items (default none) and a status (default ums.utils.types.RiddleStatus()).\nBy changing a status, different steps can be (de-)selected.

\n\n

Return the message of the sub-riddle or false on error.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData] = [],\tstatus: ums.utils.types.RiddleStatus = None) -> ums.utils.types.AgentMessage | bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.handle": {"fullname": "ums.agent.agent.BasicAgent.handle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.handle", "kind": "function", "doc": "

Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!

\n\n

This is the method to implement!

\n\n

The full message is available via message(), a sub riddle can be created with sub_riddle().

\n", "signature": "(\tself,\t*args: ums.utils.types.RiddleInformation) -> ums.utils.types.RiddleInformation:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.get_extracted": {"fullname": "ums.agent.agent.BasicAgent.get_extracted", "modulename": "ums.agent.agent", "qualname": "BasicAgent.get_extracted", "kind": "function", "doc": "

Loads the extracted data from the data item (i.e., from the file data.file_extracted).

\n\n

Returns None if no extracted data found.

\n", "signature": "(\tself,\tdata: ums.utils.types.RiddleData) -> ums.utils.schema.ExtractedData | None:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent": {"fullname": "ums.agent.agent.ExtractAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAgent", "kind": "class", "doc": "

An extraction agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.ExtractAgent.agent_capability": {"fullname": "ums.agent.agent.ExtractAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.handle": {"fullname": "ums.agent.agent.ExtractAgent.handle", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.store_extracted": {"fullname": "ums.agent.agent.ExtractAgent.store_extracted", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.store_extracted", "kind": "function", "doc": "

Stores the newly extracted data (in extracted) from data (i.e., data.file_plain) \nand returns the filename to use in data.file_extracted.

\n\n

If there already exists an extracted file for this data, the file will be overwritten if allow_overwrite=True.\nGenerally the system will check, if the contents of the current file are equal to the contents to write. \nFile with equal content will not be written again.

\n", "signature": "(\tself,\tdata: ums.utils.types.RiddleData,\textracted: ums.utils.schema.ExtractedData,\tallow_overwrite: bool = True) -> str:", "funcdef": "def"}, "ums.agent.agent.ExtractTextAgent": {"fullname": "ums.agent.agent.ExtractTextAgent", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractTextAgent.extract_type": {"fullname": "ums.agent.agent.ExtractTextAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAudioAgent": {"fullname": "ums.agent.agent.ExtractAudioAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractAudioAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAudioAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractImageAgent": {"fullname": "ums.agent.agent.ExtractImageAgent", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractImageAgent.extract_type": {"fullname": "ums.agent.agent.ExtractImageAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.SolveAgent": {"fullname": "ums.agent.agent.SolveAgent", "modulename": "ums.agent.agent", "qualname": "SolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.SolveAgent.agent_capability": {"fullname": "ums.agent.agent.SolveAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "SolveAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.SolveAgent.handle": {"fullname": "ums.agent.agent.SolveAgent.handle", "modulename": "ums.agent.agent", "qualname": "SolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent": {"fullname": "ums.agent.agent.GatekeeperAgent", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.GatekeeperAgent.agent_capability": {"fullname": "ums.agent.agent.GatekeeperAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent.handle": {"fullname": "ums.agent.agent.GatekeeperAgent.handle", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution of riddle and return solution with populated solution.accepted and solution.review.

\n", "signature": "(\tself,\tsolution: ums.utils.types.RiddleSolution,\triddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.agent.main": {"fullname": "ums.agent.main", "modulename": "ums.agent.main", "kind": "module", "doc": "

\n"}, "ums.agent.main.WebMain": {"fullname": "ums.agent.main.WebMain", "modulename": "ums.agent.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.agent.main.WebMain.msg_process": {"fullname": "ums.agent.main.WebMain.msg_process", "modulename": "ums.agent.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.agent.process": {"fullname": "ums.agent.process", "modulename": "ums.agent.process", "kind": "module", "doc": "

\n"}, "ums.agent.process.MessageProcessor": {"fullname": "ums.agent.process.MessageProcessor", "modulename": "ums.agent.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.agent.process.MessageProcessor.__init__": {"fullname": "ums.agent.process.MessageProcessor.__init__", "modulename": "ums.agent.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(disable_messages: bool = False)"}, "ums.agent.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.agent.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.agent.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.agent.process.MessageProcessor.AGENTS_LIST": {"fullname": "ums.agent.process.MessageProcessor.AGENTS_LIST", "modulename": "ums.agent.process", "qualname": "MessageProcessor.AGENTS_LIST", "kind": "variable", "doc": "

\n", "default_value": "'ums.example.example:AGENT_CLASSES'"}, "ums.agent.process.MessageProcessor.counts": {"fullname": "ums.agent.process.MessageProcessor.counts", "modulename": "ums.agent.process", "qualname": "MessageProcessor.counts", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.disable_messages": {"fullname": "ums.agent.process.MessageProcessor.disable_messages", "modulename": "ums.agent.process", "qualname": "MessageProcessor.disable_messages", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.agent_classes": {"fullname": "ums.agent.process.MessageProcessor.agent_classes", "modulename": "ums.agent.process", "qualname": "MessageProcessor.agent_classes", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.BasicAgent]"}, "ums.agent.process.MessageProcessor.extract_agents": {"fullname": "ums.agent.process.MessageProcessor.extract_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.extract_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.ExtractAgent]"}, "ums.agent.process.MessageProcessor.solve_agents": {"fullname": "ums.agent.process.MessageProcessor.solve_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.solve_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.SolveAgent]"}, "ums.agent.process.MessageProcessor.gatekeeper_agents": {"fullname": "ums.agent.process.MessageProcessor.gatekeeper_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.gatekeeper_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.GatekeeperAgent]"}, "ums.agent.process.MessageProcessor.new_message": {"fullname": "ums.agent.process.MessageProcessor.new_message", "modulename": "ums.agent.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.example": {"fullname": "ums.example", "modulename": "ums.example", "kind": "module", "doc": "

\n"}, "ums.example.example": {"fullname": "ums.example.example", "modulename": "ums.example.example", "kind": "module", "doc": "

\n"}, "ums.example.example.MyExtractAudioAgent": {"fullname": "ums.example.example.MyExtractAudioAgent", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractAudioAgent"}, "ums.example.example.MyExtractAudioAgent.handle": {"fullname": "ums.example.example.MyExtractAudioAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractImageAgent": {"fullname": "ums.example.example.MyExtractImageAgent", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractImageAgent"}, "ums.example.example.MyExtractImageAgent.handle": {"fullname": "ums.example.example.MyExtractImageAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent": {"fullname": "ums.example.example.MyExtractTextAgent", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractTextAgent"}, "ums.example.example.MyExtractTextAgent.before_response": {"fullname": "ums.example.example.MyExtractTextAgent.before_response", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

The response to be sent is in response and send_it is a callable, which sends the response to the management if it gets called. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent.handle": {"fullname": "ums.example.example.MyExtractTextAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MySolveAgent": {"fullname": "ums.example.example.MySolveAgent", "modulename": "ums.example.example", "qualname": "MySolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.SolveAgent"}, "ums.example.example.MySolveAgent.handle": {"fullname": "ums.example.example.MySolveAgent.handle", "modulename": "ums.example.example", "qualname": "MySolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.MyGatekeeperAgent": {"fullname": "ums.example.example.MyGatekeeperAgent", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.GatekeeperAgent"}, "ums.example.example.MyGatekeeperAgent.handle": {"fullname": "ums.example.example.MyGatekeeperAgent.handle", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution of riddle and return solution with populated solution.accepted and solution.review.

\n", "signature": "(\tself,\tsolution: ums.utils.types.RiddleSolution,\triddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.AGENT_CLASSES": {"fullname": "ums.example.example.AGENT_CLASSES", "modulename": "ums.example.example", "qualname": "AGENT_CLASSES", "kind": "variable", "doc": "

\n", "default_value": "[<class 'ums.example.example.MyExtractAudioAgent'>, <class 'ums.example.example.MyExtractImageAgent'>, <class 'ums.example.example.MyExtractTextAgent'>, <class 'ums.example.example.MySolveAgent'>, <class 'ums.example.example.MyGatekeeperAgent'>]"}, "ums.management": {"fullname": "ums.management", "modulename": "ums.management", "kind": "module", "doc": "

\n"}, "ums.management.db": {"fullname": "ums.management.db", "modulename": "ums.management.db", "kind": "module", "doc": "

\n"}, "ums.management.db.DB": {"fullname": "ums.management.db.DB", "modulename": "ums.management.db", "qualname": "DB", "kind": "class", "doc": "

\n"}, "ums.management.db.DB.db": {"fullname": "ums.management.db.DB.db", "modulename": "ums.management.db", "qualname": "DB.db", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.db_lock": {"fullname": "ums.management.db.DB.db_lock", "modulename": "ums.management.db", "qualname": "DB.db_lock", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.add_message": {"fullname": "ums.management.db.DB.add_message", "modulename": "ums.management.db", "qualname": "DB.add_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\trecipient: str,\tmessage: ums.utils.types.AgentMessage,\tprocessed: bool = False) -> int:", "funcdef": "def"}, "ums.management.db.DB.set_processed": {"fullname": "ums.management.db.DB.set_processed", "modulename": "ums.management.db", "qualname": "DB.set_processed", "kind": "function", "doc": "

\n", "signature": "(self, count: int, processed: bool = True) -> bool:", "funcdef": "def"}, "ums.management.db.DB.set_solution": {"fullname": "ums.management.db.DB.set_solution", "modulename": "ums.management.db", "qualname": "DB.set_solution", "kind": "function", "doc": "

\n", "signature": "(self, count: int, solution: bool) -> bool:", "funcdef": "def"}, "ums.management.db.DB.iterate": {"fullname": "ums.management.db.DB.iterate", "modulename": "ums.management.db", "qualname": "DB.iterate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 20,\toffset: int = 0,\t_count_only: bool = False) -> Generator[ums.utils.types.MessageDbRow | int, NoneType, NoneType]:", "funcdef": "def"}, "ums.management.db.DB.len": {"fullname": "ums.management.db.DB.len", "modulename": "ums.management.db", "qualname": "DB.len", "kind": "function", "doc": "

See DB.iterate for possible values of kwargs.

\n", "signature": "(self, **kwargs) -> int:", "funcdef": "def"}, "ums.management.db.DB.by_count": {"fullname": "ums.management.db.DB.by_count", "modulename": "ums.management.db", "qualname": "DB.by_count", "kind": "function", "doc": "

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow | None:", "funcdef": "def"}, "ums.management.interface": {"fullname": "ums.management.interface", "modulename": "ums.management.interface", "kind": "module", "doc": "

\n"}, "ums.management.interface.Interface": {"fullname": "ums.management.interface.Interface", "modulename": "ums.management.interface", "qualname": "Interface", "kind": "class", "doc": "

\n"}, "ums.management.interface.Interface.__init__": {"fullname": "ums.management.interface.Interface.__init__", "modulename": "ums.management.interface", "qualname": "Interface.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttemplate: starlette.templating.Jinja2Templates,\tdb: ums.management.db.DB)"}, "ums.management.interface.Interface.template": {"fullname": "ums.management.interface.Interface.template", "modulename": "ums.management.interface", "qualname": "Interface.template", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.db": {"fullname": "ums.management.interface.Interface.db", "modulename": "ums.management.interface", "qualname": "Interface.db", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.router": {"fullname": "ums.management.interface.Interface.router", "modulename": "ums.management.interface", "qualname": "Interface.router", "kind": "variable", "doc": "

\n"}, "ums.management.main": {"fullname": "ums.management.main", "modulename": "ums.management.main", "kind": "module", "doc": "

\n"}, "ums.management.main.WebMain": {"fullname": "ums.management.main.WebMain", "modulename": "ums.management.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.management.main.WebMain.db": {"fullname": "ums.management.main.WebMain.db", "modulename": "ums.management.main", "qualname": "WebMain.db", "kind": "variable", "doc": "

\n"}, "ums.management.main.WebMain.msg_process": {"fullname": "ums.management.main.WebMain.msg_process", "modulename": "ums.management.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.management.process": {"fullname": "ums.management.process", "modulename": "ums.management.process", "kind": "module", "doc": "

\n"}, "ums.management.process.MessageProcessor": {"fullname": "ums.management.process.MessageProcessor", "modulename": "ums.management.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.management.process.MessageProcessor.__init__": {"fullname": "ums.management.process.MessageProcessor.__init__", "modulename": "ums.management.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(db: ums.management.db.DB)"}, "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS": {"fullname": "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS", "modulename": "ums.management.process", "qualname": "MessageProcessor.SOLUTION_MAX_TRIALS", "kind": "variable", "doc": "

\n", "default_value": "5"}, "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS": {"fullname": "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS", "modulename": "ums.management.process", "qualname": "MessageProcessor.MESSAGE_MAX_CONTACTS", "kind": "variable", "doc": "

\n", "default_value": "100"}, "ums.management.process.MessageProcessor.REQUIRE_FULL_EXTRACT": {"fullname": "ums.management.process.MessageProcessor.REQUIRE_FULL_EXTRACT", "modulename": "ums.management.process", "qualname": "MessageProcessor.REQUIRE_FULL_EXTRACT", "kind": "variable", "doc": "

\n", "default_value": "False"}, "ums.management.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.management.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.management.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.management.process.MessageProcessor.AGENTS_PROCESS": {"fullname": "ums.management.process.MessageProcessor.AGENTS_PROCESS", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_PROCESS", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_SOLVE": {"fullname": "ums.management.process.MessageProcessor.AGENTS_SOLVE", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_SOLVE", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER": {"fullname": "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.db": {"fullname": "ums.management.process.MessageProcessor.db", "modulename": "ums.management.process", "qualname": "MessageProcessor.db", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.management_name": {"fullname": "ums.management.process.MessageProcessor.management_name", "modulename": "ums.management.process", "qualname": "MessageProcessor.management_name", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.new_message": {"fullname": "ums.management.process.MessageProcessor.new_message", "modulename": "ums.management.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\treceiver: str,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils": {"fullname": "ums.utils", "modulename": "ums.utils", "kind": "module", "doc": "

\n"}, "ums.utils.logger": {"fullname": "ums.utils.logger", "modulename": "ums.utils", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger UMS Agenten (WARNING)>"}, "ums.utils.const": {"fullname": "ums.utils.const", "modulename": "ums.utils.const", "kind": "module", "doc": "

This file contains shared constants.\nSee the content ...

\n"}, "ums.utils.const.BASE_PATH": {"fullname": "ums.utils.const.BASE_PATH", "modulename": "ums.utils.const", "qualname": "BASE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten'"}, "ums.utils.const.SHARE_PATH": {"fullname": "ums.utils.const.SHARE_PATH", "modulename": "ums.utils.const", "qualname": "SHARE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/share'"}, "ums.utils.const.PERSIST_PATH": {"fullname": "ums.utils.const.PERSIST_PATH", "modulename": "ums.utils.const", "qualname": "PERSIST_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist'"}, "ums.utils.const.PUBLIC_PATH": {"fullname": "ums.utils.const.PUBLIC_PATH", "modulename": "ums.utils.const", "qualname": "PUBLIC_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/public'"}, "ums.utils.const.TEMPLATE_PATH": {"fullname": "ums.utils.const.TEMPLATE_PATH", "modulename": "ums.utils.const", "qualname": "TEMPLATE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/templates'"}, "ums.utils.const.LOG_FILE": {"fullname": "ums.utils.const.LOG_FILE", "modulename": "ums.utils.const", "qualname": "LOG_FILE", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist/ums.log'"}, "ums.utils.const.LOG_LEVEL": {"fullname": "ums.utils.const.LOG_LEVEL", "modulename": "ums.utils.const", "qualname": "LOG_LEVEL", "kind": "variable", "doc": "

\n", "default_value": "20"}, "ums.utils.functions": {"fullname": "ums.utils.functions", "modulename": "ums.utils.functions", "kind": "module", "doc": "

\n"}, "ums.utils.functions.list_path": {"fullname": "ums.utils.functions.list_path", "modulename": "ums.utils.functions", "qualname": "list_path", "kind": "function", "doc": "

\n", "signature": "(path: str) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared": {"fullname": "ums.utils.functions.list_shared", "modulename": "ums.utils.functions", "qualname": "list_shared", "kind": "function", "doc": "

\n", "signature": "(filter: Callable = <function <lambda>>) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared_data": {"fullname": "ums.utils.functions.list_shared_data", "modulename": "ums.utils.functions", "qualname": "list_shared_data", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.functions.list_shared_schema": {"fullname": "ums.utils.functions.list_shared_schema", "modulename": "ums.utils.functions", "qualname": "list_shared_schema", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.request": {"fullname": "ums.utils.request", "modulename": "ums.utils.request", "kind": "module", "doc": "

Access to the management, e.g., get the list of messages and single messages.\nManually send messages (if necessary, the platforms should do this).

\n\n

Example

\n\n
\n
        m_request = ManagementRequest()\n\n        m_request.get_message(count=12)\n        # MessageDbRow(count=12 sender='from' recipient='to' ...\n\n        m_request.list_messages(id="test", limit=2)\n        # [\n        #       MessageDbRow(count=7256, sender='management', ...),\n        #       MessageDbRow(count=7255, sender='management', ...),\n        # ]\n\n        m_request.total_messages(id="test")\n        # 31\n
\n
\n\n

See also ums.example.__main__ and run in Docker via docker compose exec management python -m ums.example

\n"}, "ums.utils.request.RequestException": {"fullname": "ums.utils.request.RequestException", "modulename": "ums.utils.request", "qualname": "RequestException", "kind": "class", "doc": "

Raised on http and similar errors.

\n", "bases": "builtins.Exception"}, "ums.utils.request.ManagementRequest": {"fullname": "ums.utils.request.ManagementRequest", "modulename": "ums.utils.request", "qualname": "ManagementRequest", "kind": "class", "doc": "

\n"}, "ums.utils.request.ManagementRequest.__init__": {"fullname": "ums.utils.request.ManagementRequest.__init__", "modulename": "ums.utils.request", "qualname": "ManagementRequest.__init__", "kind": "function", "doc": "

If allow_lazy is active, the type checking (by pydantic) is less strict. \nE.g. it does not require that all files in the data section of messages must exist on the file system.

\n", "signature": "(allow_lazy: bool = True)"}, "ums.utils.request.ManagementRequest.MANAGEMENT_URL": {"fullname": "ums.utils.request.ManagementRequest.MANAGEMENT_URL", "modulename": "ums.utils.request", "qualname": "ManagementRequest.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.utils.request.ManagementRequest.get_message": {"fullname": "ums.utils.request.ManagementRequest.get_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.get_message", "kind": "function", "doc": "

Get a message (like a table row) from the management by using the count.

\n\n

May raise RequestException.

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.list_messages": {"fullname": "ums.utils.request.ManagementRequest.list_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.list_messages", "kind": "function", "doc": "

Get the rows in the tables as list of messages.\nThe arguments are used for filtering.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 10,\toffset: int = 0) -> List[ums.utils.types.MessageDbRow]:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.total_messages": {"fullname": "ums.utils.request.ManagementRequest.total_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.total_messages", "kind": "function", "doc": "

Get the total number of rows in the tables matching the filters.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None) -> int:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.send_message": {"fullname": "ums.utils.request.ManagementRequest.send_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.send_message", "kind": "function", "doc": "

Send the message to the management and return the management's agent response.\n(On error an agent response with error message).

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils.schema": {"fullname": "ums.utils.schema", "modulename": "ums.utils.schema", "kind": "module", "doc": "

This represents the basic types used for representing extracted information from the data.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n\n

This is work in progress!

\n"}, "ums.utils.schema.ExtractionSchema": {"fullname": "ums.utils.schema.ExtractionSchema", "modulename": "ums.utils.schema", "qualname": "ExtractionSchema", "kind": "class", "doc": "

This is the basic class used as superclass for all extracted information from data items.

\n\n

For all the ExtractionSchema is is required that the data can be serialized to json. \nThus, mostly only default data types like int, str, bool, list, dict, tuple also including ExtractionSchema and RiddleInformation can be used here!

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.schema.ExtractedContent": {"fullname": "ums.utils.schema.ExtractedContent", "modulename": "ums.utils.schema", "qualname": "ExtractedContent", "kind": "class", "doc": "

An extracted content item.

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedContent.type": {"fullname": "ums.utils.schema.ExtractedContent.type", "modulename": "ums.utils.schema", "qualname": "ExtractedContent.type", "kind": "variable", "doc": "

The type, as a string, the actual string will depend on the extraction agent.

\n", "annotation": ": str"}, "ums.utils.schema.ExtractedContent.content": {"fullname": "ums.utils.schema.ExtractedContent.content", "modulename": "ums.utils.schema", "qualname": "ExtractedContent.content", "kind": "variable", "doc": "

The extracted content

\n", "annotation": ": str | typing.Any"}, "ums.utils.schema.ExtractedPositions": {"fullname": "ums.utils.schema.ExtractedPositions", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions", "kind": "class", "doc": "

A position (like time, coordinates, ...) where something was extracted (each position should belong to a content item).

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedPositions.type": {"fullname": "ums.utils.schema.ExtractedPositions.type", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.type", "kind": "variable", "doc": "

The type, as a string, the actual string will depend on the extraction agent.

\n", "annotation": ": str"}, "ums.utils.schema.ExtractedPositions.position": {"fullname": "ums.utils.schema.ExtractedPositions.position", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.position", "kind": "variable", "doc": "

The position, will also depend on the extraction agent.

\n", "annotation": ": str | int | typing.Any"}, "ums.utils.schema.ExtractedPositions.description": {"fullname": "ums.utils.schema.ExtractedPositions.description", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.description", "kind": "variable", "doc": "

An optional description for more details.

\n", "annotation": ": str | typing.Any"}, "ums.utils.schema.ExtractedData": {"fullname": "ums.utils.schema.ExtractedData", "modulename": "ums.utils.schema", "qualname": "ExtractedData", "kind": "class", "doc": "

Contains the extracted items from a data file.

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedData.contents": {"fullname": "ums.utils.schema.ExtractedData.contents", "modulename": "ums.utils.schema", "qualname": "ExtractedData.contents", "kind": "variable", "doc": "

The extracted contents (i.e., transcriptions etc.), each item here should belong a position item at the same index.

\n", "annotation": ": List[ums.utils.schema.ExtractedContent]"}, "ums.utils.schema.ExtractedData.positions": {"fullname": "ums.utils.schema.ExtractedData.positions", "modulename": "ums.utils.schema", "qualname": "ExtractedData.positions", "kind": "variable", "doc": "

The positions of extracted contents, each item here should belong a content item at the same index.

\n", "annotation": ": List[ums.utils.schema.ExtractedPositions]"}, "ums.utils.schema.ExtractedData.other": {"fullname": "ums.utils.schema.ExtractedData.other", "modulename": "ums.utils.schema", "qualname": "ExtractedData.other", "kind": "variable", "doc": "

Possibly more data. Use a keywords (depending on agent) and store the data there.

\n", "annotation": ": Dict[str, Any]"}, "ums.utils.types": {"fullname": "ums.utils.types", "modulename": "ums.utils.types", "kind": "module", "doc": "

This represents the basic types used to interact with the management.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n\n

Example

\n\n
\n
        ex = AgentMessage(\n                id="ex1",\n                riddle={\n                        "context":"Example 1",\n                        "question":"Get the name of the person."\n                },\n                data=[\n                        RiddleData(\n                                type=RiddleDataType.TEXT,\n                                file_plain="./cv.txt"\n                        )\n                ]\n        )\n        ex.status.extract.required = False\n
\n
\n\n
\n
        {\n                "id": "ex1",\n                "sub_ids": [],\n                "riddle": {\n                        "context": "Example 1",\n                        "question": "Get the name of the person.",\n                        "solutions_before": []\n                },\n                "solution": null,\n                "data": [\n                        {\n                                "type": "text",\n                                "file_plain": "/ums-agenten/share/cv.txt",\n                                "file_extracted": null,\n                                "prompt": null\n                        }\n                ],\n                "status": {\n                        "extract": {\n                                "required": false,\n                                "finished": false\n                        },\n                        "solve": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "validate": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "trial": 0,\n                        "solved": false\n                },\n                "contacts": 0\n        }\n
\n
\n\n
\n
        ex.solution = RiddleSolution(\n                solution="Otto",\n                explanation="Written in line 6 after 'Name:'"\n        )\n
\n
\n\n
\n
        {\n                ...\n                "solution": {\n                        "solution": "Otto",\n                        "explanation": "Written in line 6 after 'Name:'",\n                        "used_data": [],\n                        "accepted": false,\n                        "review": null\n                },\n                ...\n        }\n
\n
\n"}, "ums.utils.types.RiddleInformation": {"fullname": "ums.utils.types.RiddleInformation", "modulename": "ums.utils.types", "qualname": "RiddleInformation", "kind": "class", "doc": "

Usage docs: https://docs.pydantic.dev/2.9/concepts/models/

\n\n

A base class for creating Pydantic models.

\n\n
Attributes:
\n\n
    \n
  • __class_vars__: The names of the class variables defined on the model.
    • \n
  • __private_attributes__: Metadata about the private attributes of the model.
    • \n
  • __signature__: The synthesized __init__ [Signature][inspect.Signature] of the model.
    • \n
  • __pydantic_complete__: Whether model building is completed, or if there are still undefined fields.
    • \n
  • __pydantic_core_schema__: The core schema of the model.
    • \n
  • __pydantic_custom_init__: Whether the model has a custom __init__ function.
    • \n
  • __pydantic_decorators__: Metadata containing the decorators defined on the model.\nThis replaces Model.__validators__ and Model.__root_validators__ from Pydantic V1.
    • \n
  • __pydantic_generic_metadata__: Metadata for generic models; contains data used for a similar purpose to\n__args__, __origin__, __parameters__ in typing-module generics. May eventually be replaced by these.
    • \n
  • __pydantic_parent_namespace__: Parent namespace of the model, used for automatic rebuilding of models.
    • \n
  • __pydantic_post_init__: The name of the post-init method for the model, if defined.
    • \n
  • __pydantic_root_model__: Whether the model is a [RootModel][pydantic.root_model.RootModel].
    • \n
  • __pydantic_serializer__: The pydantic-core SchemaSerializer used to dump instances of the model.
    • \n
  • __pydantic_validator__: The pydantic-core SchemaValidator used to validate instances of the model.
    • \n
  • __pydantic_extra__: A dictionary containing extra values, if [extra][pydantic.config.ConfigDict.extra]\nis set to 'allow'.
    • \n
  • __pydantic_fields_set__: The names of fields explicitly set during instantiation.
    • \n
  • __pydantic_private__: Values of private attributes set on the model instance.
    • \n
\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.RiddleDataType": {"fullname": "ums.utils.types.RiddleDataType", "modulename": "ums.utils.types", "qualname": "RiddleDataType", "kind": "class", "doc": "

Enum for the three types of data used in a riddle.

\n", "bases": "enum.Enum"}, "ums.utils.types.RiddleDataType.TEXT": {"fullname": "ums.utils.types.RiddleDataType.TEXT", "modulename": "ums.utils.types", "qualname": "RiddleDataType.TEXT", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.TEXT: 'text'>"}, "ums.utils.types.RiddleDataType.IMAGE": {"fullname": "ums.utils.types.RiddleDataType.IMAGE", "modulename": "ums.utils.types", "qualname": "RiddleDataType.IMAGE", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.IMAGE: 'image'>"}, "ums.utils.types.RiddleDataType.AUDIO": {"fullname": "ums.utils.types.RiddleDataType.AUDIO", "modulename": "ums.utils.types", "qualname": "RiddleDataType.AUDIO", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.AUDIO: 'audio'>"}, "ums.utils.types.RiddleData": {"fullname": "ums.utils.types.RiddleData", "modulename": "ums.utils.types", "qualname": "RiddleData", "kind": "class", "doc": "

A data item to be used to solve the riddle

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleData.type": {"fullname": "ums.utils.types.RiddleData.type", "modulename": "ums.utils.types", "qualname": "RiddleData.type", "kind": "variable", "doc": "

The type of the data item.

\n", "annotation": ": ums.utils.types.RiddleDataType"}, "ums.utils.types.RiddleData.file_plain": {"fullname": "ums.utils.types.RiddleData.file_plain", "modulename": "ums.utils.types", "qualname": "RiddleData.file_plain", "kind": "variable", "doc": "

The plain file (as path to file system) without any processing.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Annotated[str, AfterValidator(func=<function _check_data_file at 0x102682480>), WrapValidator(func=<function _ignore_file_missing at 0x1027331a0>, json_schema_input_type=PydanticUndefined)]"}, "ums.utils.types.RiddleData.file_extracted": {"fullname": "ums.utils.types.RiddleData.file_extracted", "modulename": "ums.utils.types", "qualname": "RiddleData.file_extracted", "kind": "variable", "doc": "

The processed files (as path to file system), i.e., a schematic file containing all extracted informations.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x102682480>), WrapValidator(func=<function _ignore_file_missing at 0x1027331a0>, json_schema_input_type=PydanticUndefined)]]"}, "ums.utils.types.RiddleData.prompt": {"fullname": "ums.utils.types.RiddleData.prompt", "modulename": "ums.utils.types", "qualname": "RiddleData.prompt", "kind": "variable", "doc": "

An optional prompt giving more details to the extraction agent, e.g., selecting a type of extraction/ task to do with the data.

\n", "annotation": ": str | ums.utils.schema.ExtractionSchema | None"}, "ums.utils.types.RiddleSolution": {"fullname": "ums.utils.types.RiddleSolution", "modulename": "ums.utils.types", "qualname": "RiddleSolution", "kind": "class", "doc": "

A solution of a riddle.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSolution.solution": {"fullname": "ums.utils.types.RiddleSolution.solution", "modulename": "ums.utils.types", "qualname": "RiddleSolution.solution", "kind": "variable", "doc": "

The textual value of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.explanation": {"fullname": "ums.utils.types.RiddleSolution.explanation", "modulename": "ums.utils.types", "qualname": "RiddleSolution.explanation", "kind": "variable", "doc": "

An explanation of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.used_data": {"fullname": "ums.utils.types.RiddleSolution.used_data", "modulename": "ums.utils.types", "qualname": "RiddleSolution.used_data", "kind": "variable", "doc": "

The data items used to create the solution (optional).

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.RiddleSolution.accepted": {"fullname": "ums.utils.types.RiddleSolution.accepted", "modulename": "ums.utils.types", "qualname": "RiddleSolution.accepted", "kind": "variable", "doc": "

If the solution is accepted by validator/ gatekeeper.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSolution.review": {"fullname": "ums.utils.types.RiddleSolution.review", "modulename": "ums.utils.types", "qualname": "RiddleSolution.review", "kind": "variable", "doc": "

A review of the solution (if None: not tried to validate)

\n", "annotation": ": str | None"}, "ums.utils.types.Riddle": {"fullname": "ums.utils.types.Riddle", "modulename": "ums.utils.types", "qualname": "Riddle", "kind": "class", "doc": "

The riddle (the task description and possibly a solution)

\n", "bases": "RiddleInformation"}, "ums.utils.types.Riddle.context": {"fullname": "ums.utils.types.Riddle.context", "modulename": "ums.utils.types", "qualname": "Riddle.context", "kind": "variable", "doc": "

The context of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.question": {"fullname": "ums.utils.types.Riddle.question", "modulename": "ums.utils.types", "qualname": "Riddle.question", "kind": "variable", "doc": "

The actual main question of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.solutions_before": {"fullname": "ums.utils.types.Riddle.solutions_before", "modulename": "ums.utils.types", "qualname": "Riddle.solutions_before", "kind": "variable", "doc": "

If already tried to solve this riddle before, the (not accepted) solutions are stored here

\n", "annotation": ": List[ums.utils.types.RiddleSolution]"}, "ums.utils.types.RiddleSubStatus": {"fullname": "ums.utils.types.RiddleSubStatus", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus", "kind": "class", "doc": "

The sub status for each possible step a riddle may go though.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSubStatus.required": {"fullname": "ums.utils.types.RiddleSubStatus.required", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.required", "kind": "variable", "doc": "

Is this step required (i.e., requested)

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSubStatus.finished": {"fullname": "ums.utils.types.RiddleSubStatus.finished", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.finished", "kind": "variable", "doc": "

Was this step already executed.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleStatus": {"fullname": "ums.utils.types.RiddleStatus", "modulename": "ums.utils.types", "qualname": "RiddleStatus", "kind": "class", "doc": "

The status of a riddle, will be mostly changed by Management when the riddle is sent to different agents while solving it.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleStatus.extract": {"fullname": "ums.utils.types.RiddleStatus.extract", "modulename": "ums.utils.types", "qualname": "RiddleStatus.extract", "kind": "variable", "doc": "

The first extract step (image, text, audio -> more sematic data)

\n\n

The RiddleData items in AgentMessage.data shall have file_extracted afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.solve": {"fullname": "ums.utils.types.RiddleStatus.solve", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solve", "kind": "variable", "doc": "

The main solving step.

\n\n

AgentMessage.solution shall be an RiddleSolution afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.validate": {"fullname": "ums.utils.types.RiddleStatus.validate", "modulename": "ums.utils.types", "qualname": "RiddleStatus.validate", "kind": "function", "doc": "

The validation step, i.e., does the gatekeeper accept the solution in AgentMessage.solution.

\n", "signature": "(cls, value: Any) -> Self:", "funcdef": "def"}, "ums.utils.types.RiddleStatus.trial": {"fullname": "ums.utils.types.RiddleStatus.trial", "modulename": "ums.utils.types", "qualname": "RiddleStatus.trial", "kind": "variable", "doc": "

A counter for the number of trials.\nEach time the gatekeeper does not accept a solution of this riddle, the value is incremented.

\n", "annotation": ": int"}, "ums.utils.types.RiddleStatus.solved": {"fullname": "ums.utils.types.RiddleStatus.solved", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solved", "kind": "variable", "doc": "

True, after the gatekeeper accepts the solution at AgentMessage.solution

\n", "annotation": ": bool"}, "ums.utils.types.AgentMessage": {"fullname": "ums.utils.types.AgentMessage", "modulename": "ums.utils.types", "qualname": "AgentMessage", "kind": "class", "doc": "

The basic message, which is sent be the agent and the management.\nThe objects will be JSON en- and decoded.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentMessage.id": {"fullname": "ums.utils.types.AgentMessage.id", "modulename": "ums.utils.types", "qualname": "AgentMessage.id", "kind": "variable", "doc": "

The riddle id, e.g., ex1\nThis is a unique string and identifies the riddle.

\n", "annotation": ": str"}, "ums.utils.types.AgentMessage.sub_ids": {"fullname": "ums.utils.types.AgentMessage.sub_ids", "modulename": "ums.utils.types", "qualname": "AgentMessage.sub_ids", "kind": "variable", "doc": "

There might be cases, when an agent decided to split in riddle in multiple smaller steps.\nEach sub riddle will then get its own id (i.e., ex1-sub1) while the sub id is added here as reference.

\n", "annotation": ": List[str]"}, "ums.utils.types.AgentMessage.riddle": {"fullname": "ums.utils.types.AgentMessage.riddle", "modulename": "ums.utils.types", "qualname": "AgentMessage.riddle", "kind": "variable", "doc": "

The riddle to solve.

\n", "annotation": ": ums.utils.types.Riddle"}, "ums.utils.types.AgentMessage.solution": {"fullname": "ums.utils.types.AgentMessage.solution", "modulename": "ums.utils.types", "qualname": "AgentMessage.solution", "kind": "variable", "doc": "

The solution of the riddle (or empty if no solution available)

\n", "annotation": ": ums.utils.types.RiddleSolution | None"}, "ums.utils.types.AgentMessage.data": {"fullname": "ums.utils.types.AgentMessage.data", "modulename": "ums.utils.types", "qualname": "AgentMessage.data", "kind": "variable", "doc": "

The data to get the solution from.

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.AgentMessage.status": {"fullname": "ums.utils.types.AgentMessage.status", "modulename": "ums.utils.types", "qualname": "AgentMessage.status", "kind": "variable", "doc": "

The status of the riddle.

\n", "annotation": ": ums.utils.types.RiddleStatus"}, "ums.utils.types.AgentMessage.contacts": {"fullname": "ums.utils.types.AgentMessage.contacts", "modulename": "ums.utils.types", "qualname": "AgentMessage.contacts", "kind": "variable", "doc": "

A counter representing the number of contacts the management had with this message.\nEach time the management processes the message, this counter is incremented by 1.\nUsing this counter the management is able to detect cycles and stop them.

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse": {"fullname": "ums.utils.types.AgentResponse", "modulename": "ums.utils.types", "qualname": "AgentResponse", "kind": "class", "doc": "

Returned by the management when receiving an AgentMessage.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentResponse.count": {"fullname": "ums.utils.types.AgentResponse.count", "modulename": "ums.utils.types", "qualname": "AgentResponse.count", "kind": "variable", "doc": "

The count of the message (overall numeric id).

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse.msg": {"fullname": "ums.utils.types.AgentResponse.msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.msg", "kind": "variable", "doc": "

An additional message.

\n", "annotation": ": str | None"}, "ums.utils.types.AgentResponse.error": {"fullname": "ums.utils.types.AgentResponse.error", "modulename": "ums.utils.types", "qualname": "AgentResponse.error", "kind": "variable", "doc": "

If an error occurred.

\n", "annotation": ": bool"}, "ums.utils.types.AgentResponse.error_msg": {"fullname": "ums.utils.types.AgentResponse.error_msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.error_msg", "kind": "variable", "doc": "

Error message (if error )

\n", "annotation": ": str | None"}, "ums.utils.types.MessageDbRow": {"fullname": "ums.utils.types.MessageDbRow", "modulename": "ums.utils.types", "qualname": "MessageDbRow", "kind": "class", "doc": "

Object representing a database row.

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.MessageDbRow.count": {"fullname": "ums.utils.types.MessageDbRow.count", "modulename": "ums.utils.types", "qualname": "MessageDbRow.count", "kind": "variable", "doc": "

The count (primary key) of the item.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.sender": {"fullname": "ums.utils.types.MessageDbRow.sender", "modulename": "ums.utils.types", "qualname": "MessageDbRow.sender", "kind": "variable", "doc": "

The sender of the message.

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.recipient": {"fullname": "ums.utils.types.MessageDbRow.recipient", "modulename": "ums.utils.types", "qualname": "MessageDbRow.recipient", "kind": "variable", "doc": "

The recipient of the message

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.time": {"fullname": "ums.utils.types.MessageDbRow.time", "modulename": "ums.utils.types", "qualname": "MessageDbRow.time", "kind": "variable", "doc": "

The time (unix timestamp) the message was received/ sent.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.message": {"fullname": "ums.utils.types.MessageDbRow.message", "modulename": "ums.utils.types", "qualname": "MessageDbRow.message", "kind": "variable", "doc": "

The message received/ sent.

\n", "annotation": ": ums.utils.types.AgentMessage"}, "ums.utils.types.MessageDbRow.processed": {"fullname": "ums.utils.types.MessageDbRow.processed", "modulename": "ums.utils.types", "qualname": "MessageDbRow.processed", "kind": "variable", "doc": "

Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).

\n", "annotation": ": bool"}, "ums.utils.types.MessageDbRow.solution": {"fullname": "ums.utils.types.MessageDbRow.solution", "modulename": "ums.utils.types", "qualname": "MessageDbRow.solution", "kind": "variable", "doc": "

Does this message contain a valid solution?\nTrue if contains valid solution, False if solution not valid, Null/None if not applicable

\n", "annotation": ": bool | None"}}, "docInfo": {"ums": {"qualname": 0, "fullname": 1, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 297}, "ums.agent": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 429}, "ums.agent.agent": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "ums.agent.agent.AgentCapability.EXTRACT": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.SOLVE": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, 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1}}, "df": 1}}}}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "t": {"docs": {"ums.utils.request": {"tf": 2}, "ums.utils.types": {"tf": 9.591663046625438}}, "df": 2}}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"ums.utils.types": {"tf": 1.4142135623730951}, "ums.utils.types.Riddle.question": {"tf": 1}}, "df": 2}}}}}}}}}}}, "pipeline": ["trimmer"], "_isPrebuiltIndex": true}; + /** pdoc search index */const docs = {"version": "0.9.5", "fields": ["qualname", "fullname", "annotation", "default_value", "signature", "bases", "doc"], "ref": "fullname", "documentStore": {"docs": {"ums": {"fullname": "ums", "modulename": "ums", "kind": "module", "doc": "

The package ums contains the Agenten-Plattform, the implementations of the agents shall be created in the package src, see Agent-Template.

\n\n
\n

Side note: The classes with comments may be useful when implementing the agents.\n The classes without comments may be safe to ignore and are (only) used internally.

\n
\n\n
    \n
  • ums.agent\n
      \n
    • Contains the implementation of an agent for handling requests by the implementations in src.
      • \n
    • Check for running single tasks without using management.
      • \n
    • \n
  • ums.example\n
      \n
    • Contains a very simple examples for all types of agents.
      • \n
    • See ums.example.example
      • \n
    • \n
  • ums.management\n
    • \n
  • ums.utils\n
      \n
    • Contains various utilities.
      • \n
    • ums.utils.const.SHARE_PATH The path for shared files between all agents
      • \n
    • ums.utils.const.PERSIST_PATH The path to store persistent data of an agent
      • \n
    • ums.utils.request.ManagementRequest Run request to the management (only necessary in special cases, most requests done automatically by platform)
      • \n
    • ums.utils.schema The schema (types) used in the files storing extracted data from plain data
      • \n
    • ums.utils.types The types used in the communication between agent and management
      • \n
    • \n
\n"}, "ums.agent": {"fullname": "ums.agent", "modulename": "ums.agent", "kind": "module", "doc": "

Run as Agent

\n\n

The env. variable AGENTS_LIST is used to identify the agents classes/ task handlers.\nIt must contain he the package name and a variable name in this package divided by :. \nThen, the variable contains a list of agent classes (subclasses of ums.agent.agent.BasicAgent)

\n\n

For example AGENTS_LIST=ums.example.example:AGENT_CLASSES, then in file ./ums/example/example.py a variable AGENT_CLASSES exists. \nOne line in this file, e.g., is AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent].

\n\n

When starting the Docker container of the agent, the classes specified in AGENTS_LIST are loaded and if the agent receives a task, the task is sent to the agent classes' handle methods.

\n\n

Run Single Task

\n\n

For development it might be cumbersome to always require a running management container and sending messages. \nHence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management.

\n\n

This also uses the AGENTS_LIST env. variable, but the tasks are sent via command line:

\n\n

There are three ways to send a task (if the agent's Docker container is running):

\n\n
    \n
  • docker compose exec agent_all python -m ums.agent -d\n
      \n
    • Run a dummy task
      • \n
    • Possibly agent_all needs to be changed to the service name (see docker-compose.yml) of the agent's Docker container
      • \n
    • \n
  • cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i\n
      \n
    • Send the task (json of AgentMessage) via STDIN from file ./msg.json to the agent
      • \n
    • \n
  • docker compose exec agent_all python -m ums.agent -f msg.json\n
      \n
    • Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory.
      • \n
    • \n
\n\n

If the Agent's Docker container is not running, a temporary container can be started.\nFor the dummy message, the command would be docker compose run --rm --entrypoint \"\" agent_all python -m ums.agent -d.\n(Again, change agent_all for the service name in docker-compose.yml.)

\n"}, "ums.agent.agent": {"fullname": "ums.agent.agent", "modulename": "ums.agent.agent", "kind": "module", "doc": "

\n"}, "ums.agent.agent.AgentCapability": {"fullname": "ums.agent.agent.AgentCapability", "modulename": "ums.agent.agent", "qualname": "AgentCapability", "kind": "class", "doc": "

The three different capabilities an agent can have.

\n", "bases": "enum.Enum"}, "ums.agent.agent.AgentCapability.EXTRACT": {"fullname": "ums.agent.agent.AgentCapability.EXTRACT", "modulename": "ums.agent.agent", "qualname": "AgentCapability.EXTRACT", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.EXTRACT: 'extract'>"}, "ums.agent.agent.AgentCapability.SOLVE": {"fullname": "ums.agent.agent.AgentCapability.SOLVE", "modulename": "ums.agent.agent", "qualname": "AgentCapability.SOLVE", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.SOLVE: 'solve'>"}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"fullname": "ums.agent.agent.AgentCapability.GATEKEEPER", "modulename": "ums.agent.agent", "qualname": "AgentCapability.GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.GATEKEEPER: 'gatekeeper'>"}, "ums.agent.agent.BasicAgent": {"fullname": "ums.agent.agent.BasicAgent", "modulename": "ums.agent.agent", "qualname": "BasicAgent", "kind": "class", "doc": "

A basic agent, each agent will be a subclass of this class.

\n", "bases": "abc.ABC"}, "ums.agent.agent.BasicAgent.agent_capability": {"fullname": "ums.agent.agent.BasicAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "BasicAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.before_response": {"fullname": "ums.agent.agent.BasicAgent.before_response", "modulename": "ums.agent.agent", "qualname": "BasicAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

The response to be sent is in response and send_it is a callable, which sends the response to the management if it gets called. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.message": {"fullname": "ums.agent.agent.BasicAgent.message", "modulename": "ums.agent.agent", "qualname": "BasicAgent.message", "kind": "function", "doc": "

Get the message this agent object is working on.

\n", "signature": "(self) -> ums.utils.types.AgentMessage:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.sub_riddle": {"fullname": "ums.agent.agent.BasicAgent.sub_riddle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.sub_riddle", "kind": "function", "doc": "

Create a new sub-riddle for solving details of the current riddle.\nFor the sub-riddle, give a riddle and optionally, a selection of data items (default none) and a status (default ums.utils.types.RiddleStatus()).\nBy changing a status, different steps can be (de-)selected.

\n\n

Return the message of the sub-riddle or false on error.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData] = [],\tstatus: ums.utils.types.RiddleStatus = None) -> ums.utils.types.AgentMessage | bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.handle": {"fullname": "ums.agent.agent.BasicAgent.handle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.handle", "kind": "function", "doc": "

Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!

\n\n

This is the method to implement!

\n\n

The full message is available via message(), a sub riddle can be created with sub_riddle().

\n", "signature": "(\tself,\t*args: ums.utils.types.RiddleInformation) -> ums.utils.types.RiddleInformation:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.get_extracted": {"fullname": "ums.agent.agent.BasicAgent.get_extracted", "modulename": "ums.agent.agent", "qualname": "BasicAgent.get_extracted", "kind": "function", "doc": "

Loads the extracted data from the data item (i.e., from the file data.file_extracted).

\n\n

Returns None if no extracted data found.

\n", "signature": "(\tself,\tdata: ums.utils.types.RiddleData) -> ums.utils.schema.ExtractedData | None:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent": {"fullname": "ums.agent.agent.ExtractAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAgent", "kind": "class", "doc": "

An extraction agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.ExtractAgent.agent_capability": {"fullname": "ums.agent.agent.ExtractAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.handle": {"fullname": "ums.agent.agent.ExtractAgent.handle", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.store_extracted": {"fullname": "ums.agent.agent.ExtractAgent.store_extracted", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.store_extracted", "kind": "function", "doc": "

Stores the newly extracted data (in extracted) from data (i.e., data.file_plain) \nand returns the filename to use in data.file_extracted.

\n\n

If there already exists an extracted file for this data, the file will be overwritten if allow_overwrite=True.\nGenerally the system will check, if the contents of the current file are equal to the contents to write. \nFile with equal content will not be written again.

\n", "signature": "(\tself,\tdata: ums.utils.types.RiddleData,\textracted: ums.utils.schema.ExtractedData,\tallow_overwrite: bool = True) -> str:", "funcdef": "def"}, "ums.agent.agent.ExtractTextAgent": {"fullname": "ums.agent.agent.ExtractTextAgent", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractTextAgent.extract_type": {"fullname": "ums.agent.agent.ExtractTextAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAudioAgent": {"fullname": "ums.agent.agent.ExtractAudioAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractAudioAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAudioAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractImageAgent": {"fullname": "ums.agent.agent.ExtractImageAgent", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractImageAgent.extract_type": {"fullname": "ums.agent.agent.ExtractImageAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.SolveAgent": {"fullname": "ums.agent.agent.SolveAgent", "modulename": "ums.agent.agent", "qualname": "SolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.SolveAgent.agent_capability": {"fullname": "ums.agent.agent.SolveAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "SolveAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.SolveAgent.handle": {"fullname": "ums.agent.agent.SolveAgent.handle", "modulename": "ums.agent.agent", "qualname": "SolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a single solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent": {"fullname": "ums.agent.agent.GatekeeperAgent", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.GatekeeperAgent.agent_capability": {"fullname": "ums.agent.agent.GatekeeperAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent.handle": {"fullname": "ums.agent.agent.GatekeeperAgent.handle", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution (multiple if multiple solver involved) of riddle and return solutions with populated solution[i].accepted and solution[i].review.

\n", "signature": "(\tself,\tsolution: List[ums.utils.types.RiddleSolution],\triddle: ums.utils.types.Riddle) -> List[ums.utils.types.RiddleSolution]:", "funcdef": "def"}, "ums.agent.main": {"fullname": "ums.agent.main", "modulename": "ums.agent.main", "kind": "module", "doc": "

\n"}, "ums.agent.main.WebMain": {"fullname": "ums.agent.main.WebMain", "modulename": "ums.agent.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.agent.main.WebMain.msg_process": {"fullname": "ums.agent.main.WebMain.msg_process", "modulename": "ums.agent.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.agent.process": {"fullname": "ums.agent.process", "modulename": "ums.agent.process", "kind": "module", "doc": "

\n"}, "ums.agent.process.MessageProcessor": {"fullname": "ums.agent.process.MessageProcessor", "modulename": "ums.agent.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.agent.process.MessageProcessor.__init__": {"fullname": "ums.agent.process.MessageProcessor.__init__", "modulename": "ums.agent.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(disable_messages: bool = False)"}, "ums.agent.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.agent.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.agent.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.agent.process.MessageProcessor.AGENTS_LIST": {"fullname": "ums.agent.process.MessageProcessor.AGENTS_LIST", "modulename": "ums.agent.process", "qualname": "MessageProcessor.AGENTS_LIST", "kind": "variable", "doc": "

\n", "default_value": "'ums.example.example:AGENT_CLASSES'"}, "ums.agent.process.MessageProcessor.counts": {"fullname": "ums.agent.process.MessageProcessor.counts", "modulename": "ums.agent.process", "qualname": "MessageProcessor.counts", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.disable_messages": {"fullname": "ums.agent.process.MessageProcessor.disable_messages", "modulename": "ums.agent.process", "qualname": "MessageProcessor.disable_messages", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.agent_classes": {"fullname": "ums.agent.process.MessageProcessor.agent_classes", "modulename": "ums.agent.process", "qualname": "MessageProcessor.agent_classes", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.BasicAgent]"}, "ums.agent.process.MessageProcessor.extract_agents": {"fullname": "ums.agent.process.MessageProcessor.extract_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.extract_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.ExtractAgent]"}, "ums.agent.process.MessageProcessor.solve_agents": {"fullname": "ums.agent.process.MessageProcessor.solve_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.solve_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.SolveAgent]"}, "ums.agent.process.MessageProcessor.gatekeeper_agents": {"fullname": "ums.agent.process.MessageProcessor.gatekeeper_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.gatekeeper_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.GatekeeperAgent]"}, "ums.agent.process.MessageProcessor.new_message": {"fullname": "ums.agent.process.MessageProcessor.new_message", "modulename": "ums.agent.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.example": {"fullname": "ums.example", "modulename": "ums.example", "kind": "module", "doc": "

\n"}, "ums.example.example": {"fullname": "ums.example.example", "modulename": "ums.example.example", "kind": "module", "doc": "

\n"}, "ums.example.example.MyExtractAudioAgent": {"fullname": "ums.example.example.MyExtractAudioAgent", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractAudioAgent"}, "ums.example.example.MyExtractAudioAgent.handle": {"fullname": "ums.example.example.MyExtractAudioAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractImageAgent": {"fullname": "ums.example.example.MyExtractImageAgent", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractImageAgent"}, "ums.example.example.MyExtractImageAgent.handle": {"fullname": "ums.example.example.MyExtractImageAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent": {"fullname": "ums.example.example.MyExtractTextAgent", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractTextAgent"}, "ums.example.example.MyExtractTextAgent.before_response": {"fullname": "ums.example.example.MyExtractTextAgent.before_response", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

The response to be sent is in response and send_it is a callable, which sends the response to the management if it gets called. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent.handle": {"fullname": "ums.example.example.MyExtractTextAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MySolveAgent": {"fullname": "ums.example.example.MySolveAgent", "modulename": "ums.example.example", "qualname": "MySolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.SolveAgent"}, "ums.example.example.MySolveAgent.handle": {"fullname": "ums.example.example.MySolveAgent.handle", "modulename": "ums.example.example", "qualname": "MySolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a single solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.MyGatekeeperAgent": {"fullname": "ums.example.example.MyGatekeeperAgent", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.GatekeeperAgent"}, "ums.example.example.MyGatekeeperAgent.handle": {"fullname": "ums.example.example.MyGatekeeperAgent.handle", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution (multiple if multiple solver involved) of riddle and return solutions with populated solution[i].accepted and solution[i].review.

\n", "signature": "(\tself,\tsolution: List[ums.utils.types.RiddleSolution],\triddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.AGENT_CLASSES": {"fullname": "ums.example.example.AGENT_CLASSES", "modulename": "ums.example.example", "qualname": "AGENT_CLASSES", "kind": "variable", "doc": "

\n", "default_value": "[<class 'ums.example.example.MyExtractAudioAgent'>, <class 'ums.example.example.MyExtractImageAgent'>, <class 'ums.example.example.MyExtractTextAgent'>, <class 'ums.example.example.MySolveAgent'>, <class 'ums.example.example.MyGatekeeperAgent'>]"}, "ums.management": {"fullname": "ums.management", "modulename": "ums.management", "kind": "module", "doc": "

\n"}, "ums.management.db": {"fullname": "ums.management.db", "modulename": "ums.management.db", "kind": "module", "doc": "

\n"}, "ums.management.db.DB": {"fullname": "ums.management.db.DB", "modulename": "ums.management.db", "qualname": "DB", "kind": "class", "doc": "

\n"}, "ums.management.db.DB.db": {"fullname": "ums.management.db.DB.db", "modulename": "ums.management.db", "qualname": "DB.db", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.db_lock": {"fullname": "ums.management.db.DB.db_lock", "modulename": "ums.management.db", "qualname": "DB.db_lock", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.add_message": {"fullname": "ums.management.db.DB.add_message", "modulename": "ums.management.db", "qualname": "DB.add_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\trecipient: str,\tmessage: ums.utils.types.AgentMessage,\tprocessed: bool = False) -> int:", "funcdef": "def"}, "ums.management.db.DB.set_processed": {"fullname": "ums.management.db.DB.set_processed", "modulename": "ums.management.db", "qualname": "DB.set_processed", "kind": "function", "doc": "

\n", "signature": "(self, count: int, processed: bool = True) -> bool:", "funcdef": "def"}, "ums.management.db.DB.set_solution": {"fullname": "ums.management.db.DB.set_solution", "modulename": "ums.management.db", "qualname": "DB.set_solution", "kind": "function", "doc": "

\n", "signature": "(self, count: int, solution: bool) -> bool:", "funcdef": "def"}, "ums.management.db.DB.iterate": {"fullname": "ums.management.db.DB.iterate", "modulename": "ums.management.db", "qualname": "DB.iterate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 20,\toffset: int = 0,\t_count_only: bool = False) -> Generator[ums.utils.types.MessageDbRow | int, NoneType, NoneType]:", "funcdef": "def"}, "ums.management.db.DB.len": {"fullname": "ums.management.db.DB.len", "modulename": "ums.management.db", "qualname": "DB.len", "kind": "function", "doc": "

See DB.iterate for possible values of kwargs.

\n", "signature": "(self, **kwargs) -> int:", "funcdef": "def"}, "ums.management.db.DB.by_count": {"fullname": "ums.management.db.DB.by_count", "modulename": "ums.management.db", "qualname": "DB.by_count", "kind": "function", "doc": "

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow | None:", "funcdef": "def"}, "ums.management.interface": {"fullname": "ums.management.interface", "modulename": "ums.management.interface", "kind": "module", "doc": "

\n"}, "ums.management.interface.Interface": {"fullname": "ums.management.interface.Interface", "modulename": "ums.management.interface", "qualname": "Interface", "kind": "class", "doc": "

\n"}, "ums.management.interface.Interface.__init__": {"fullname": "ums.management.interface.Interface.__init__", "modulename": "ums.management.interface", "qualname": "Interface.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttemplate: starlette.templating.Jinja2Templates,\tdb: ums.management.db.DB)"}, "ums.management.interface.Interface.template": {"fullname": "ums.management.interface.Interface.template", "modulename": "ums.management.interface", "qualname": "Interface.template", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.db": {"fullname": "ums.management.interface.Interface.db", "modulename": "ums.management.interface", "qualname": "Interface.db", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.router": {"fullname": "ums.management.interface.Interface.router", "modulename": "ums.management.interface", "qualname": "Interface.router", "kind": "variable", "doc": "

\n"}, "ums.management.main": {"fullname": "ums.management.main", "modulename": "ums.management.main", "kind": "module", "doc": "

\n"}, "ums.management.main.WebMain": {"fullname": "ums.management.main.WebMain", "modulename": "ums.management.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.management.main.WebMain.db": {"fullname": "ums.management.main.WebMain.db", "modulename": "ums.management.main", "qualname": "WebMain.db", "kind": "variable", "doc": "

\n"}, "ums.management.main.WebMain.msg_process": {"fullname": "ums.management.main.WebMain.msg_process", "modulename": "ums.management.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.management.process": {"fullname": "ums.management.process", "modulename": "ums.management.process", "kind": "module", "doc": "

\n"}, "ums.management.process.MessageProcessor": {"fullname": "ums.management.process.MessageProcessor", "modulename": "ums.management.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.management.process.MessageProcessor.__init__": {"fullname": "ums.management.process.MessageProcessor.__init__", "modulename": "ums.management.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(db: ums.management.db.DB)"}, "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS": {"fullname": "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS", "modulename": "ums.management.process", "qualname": "MessageProcessor.SOLUTION_MAX_TRIALS", "kind": "variable", "doc": "

\n", "default_value": "5"}, "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS": {"fullname": "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS", "modulename": "ums.management.process", "qualname": "MessageProcessor.MESSAGE_MAX_CONTACTS", "kind": "variable", "doc": "

\n", "default_value": "100"}, "ums.management.process.MessageProcessor.REQUIRE_FULL_EXTRACT": {"fullname": "ums.management.process.MessageProcessor.REQUIRE_FULL_EXTRACT", "modulename": "ums.management.process", "qualname": "MessageProcessor.REQUIRE_FULL_EXTRACT", "kind": "variable", "doc": "

\n", "default_value": "False"}, "ums.management.process.MessageProcessor.REQUIRE_FULL_SOLVE": {"fullname": "ums.management.process.MessageProcessor.REQUIRE_FULL_SOLVE", "modulename": "ums.management.process", "qualname": "MessageProcessor.REQUIRE_FULL_SOLVE", "kind": "variable", "doc": "

\n", "default_value": "False"}, "ums.management.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.management.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.management.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.management.process.MessageProcessor.AGENTS_PROCESS": {"fullname": "ums.management.process.MessageProcessor.AGENTS_PROCESS", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_PROCESS", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_SOLVE": {"fullname": "ums.management.process.MessageProcessor.AGENTS_SOLVE", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_SOLVE", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER": {"fullname": "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.db": {"fullname": "ums.management.process.MessageProcessor.db", "modulename": "ums.management.process", "qualname": "MessageProcessor.db", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.management_name": {"fullname": "ums.management.process.MessageProcessor.management_name", "modulename": "ums.management.process", "qualname": "MessageProcessor.management_name", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.new_message": {"fullname": "ums.management.process.MessageProcessor.new_message", "modulename": "ums.management.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\treceiver: str,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils": {"fullname": "ums.utils", "modulename": "ums.utils", "kind": "module", "doc": "

\n"}, "ums.utils.logger": {"fullname": "ums.utils.logger", "modulename": "ums.utils", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger UMS Agenten (WARNING)>"}, "ums.utils.const": {"fullname": "ums.utils.const", "modulename": "ums.utils.const", "kind": "module", "doc": "

This file contains shared constants.\nSee the content ...

\n"}, "ums.utils.const.BASE_PATH": {"fullname": "ums.utils.const.BASE_PATH", "modulename": "ums.utils.const", "qualname": "BASE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten'"}, "ums.utils.const.SHARE_PATH": {"fullname": "ums.utils.const.SHARE_PATH", "modulename": "ums.utils.const", "qualname": "SHARE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/share'"}, "ums.utils.const.PERSIST_PATH": {"fullname": "ums.utils.const.PERSIST_PATH", "modulename": "ums.utils.const", "qualname": "PERSIST_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist'"}, "ums.utils.const.PUBLIC_PATH": {"fullname": "ums.utils.const.PUBLIC_PATH", "modulename": "ums.utils.const", "qualname": "PUBLIC_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/public'"}, "ums.utils.const.TEMPLATE_PATH": {"fullname": "ums.utils.const.TEMPLATE_PATH", "modulename": "ums.utils.const", "qualname": "TEMPLATE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/templates'"}, "ums.utils.const.LOG_FILE": {"fullname": "ums.utils.const.LOG_FILE", "modulename": "ums.utils.const", "qualname": "LOG_FILE", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist/ums.log'"}, "ums.utils.const.LOG_LEVEL": {"fullname": "ums.utils.const.LOG_LEVEL", "modulename": "ums.utils.const", "qualname": "LOG_LEVEL", "kind": "variable", "doc": "

\n", "default_value": "20"}, "ums.utils.functions": {"fullname": "ums.utils.functions", "modulename": "ums.utils.functions", "kind": "module", "doc": "

\n"}, "ums.utils.functions.list_path": {"fullname": "ums.utils.functions.list_path", "modulename": "ums.utils.functions", "qualname": "list_path", "kind": "function", "doc": "

\n", "signature": "(path: str) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared": {"fullname": "ums.utils.functions.list_shared", "modulename": "ums.utils.functions", "qualname": "list_shared", "kind": "function", "doc": "

\n", "signature": "(filter: Callable = <function <lambda>>) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared_data": {"fullname": "ums.utils.functions.list_shared_data", "modulename": "ums.utils.functions", "qualname": "list_shared_data", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.functions.list_shared_schema": {"fullname": "ums.utils.functions.list_shared_schema", "modulename": "ums.utils.functions", "qualname": "list_shared_schema", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.request": {"fullname": "ums.utils.request", "modulename": "ums.utils.request", "kind": "module", "doc": "

Access to the management, e.g., get the list of messages and single messages.\nManually send messages (if necessary, the platforms should do this).

\n\n

Example

\n\n
\n
        m_request = ManagementRequest()\n\n        m_request.get_message(count=12)\n        # MessageDbRow(count=12 sender='from' recipient='to' ...\n\n        m_request.list_messages(id="test", limit=2)\n        # [\n        #       MessageDbRow(count=7256, sender='management', ...),\n        #       MessageDbRow(count=7255, sender='management', ...),\n        # ]\n\n        m_request.total_messages(id="test")\n        # 31\n
\n
\n\n

See also ums.example.__main__ and run in Docker via docker compose exec management python -m ums.example

\n"}, "ums.utils.request.RequestException": {"fullname": "ums.utils.request.RequestException", "modulename": "ums.utils.request", "qualname": "RequestException", "kind": "class", "doc": "

Raised on http and similar errors.

\n", "bases": "builtins.Exception"}, "ums.utils.request.ManagementRequest": {"fullname": "ums.utils.request.ManagementRequest", "modulename": "ums.utils.request", "qualname": "ManagementRequest", "kind": "class", "doc": "

\n"}, "ums.utils.request.ManagementRequest.__init__": {"fullname": "ums.utils.request.ManagementRequest.__init__", "modulename": "ums.utils.request", "qualname": "ManagementRequest.__init__", "kind": "function", "doc": "

If allow_lazy is active, the type checking (by pydantic) is less strict. \nE.g. it does not require that all files in the data section of messages must exist on the file system.

\n", "signature": "(allow_lazy: bool = True)"}, "ums.utils.request.ManagementRequest.MANAGEMENT_URL": {"fullname": "ums.utils.request.ManagementRequest.MANAGEMENT_URL", "modulename": "ums.utils.request", "qualname": "ManagementRequest.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.utils.request.ManagementRequest.get_message": {"fullname": "ums.utils.request.ManagementRequest.get_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.get_message", "kind": "function", "doc": "

Get a message (like a table row) from the management by using the count.

\n\n

May raise RequestException.

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.list_messages": {"fullname": "ums.utils.request.ManagementRequest.list_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.list_messages", "kind": "function", "doc": "

Get the rows in the tables as list of messages.\nThe arguments are used for filtering.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 10,\toffset: int = 0) -> List[ums.utils.types.MessageDbRow]:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.total_messages": {"fullname": "ums.utils.request.ManagementRequest.total_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.total_messages", "kind": "function", "doc": "

Get the total number of rows in the tables matching the filters.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None) -> int:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.send_message": {"fullname": "ums.utils.request.ManagementRequest.send_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.send_message", "kind": "function", "doc": "

Send the message to the management and return the management's agent response.\n(On error an agent response with error message).

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils.schema": {"fullname": "ums.utils.schema", "modulename": "ums.utils.schema", "kind": "module", "doc": "

This represents the basic types used for representing extracted information from the data.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n\n

This is work in progress!

\n"}, "ums.utils.schema.ExtractionSchema": {"fullname": "ums.utils.schema.ExtractionSchema", "modulename": "ums.utils.schema", "qualname": "ExtractionSchema", "kind": "class", "doc": "

This is the basic class used as superclass for all extracted information from data items.

\n\n

For all the ExtractionSchema is is required that the data can be serialized to json. \nThus, mostly only default data types like int, str, bool, list, dict, tuple also including ExtractionSchema and RiddleInformation can be used here!

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.schema.ExtractedContent": {"fullname": "ums.utils.schema.ExtractedContent", "modulename": "ums.utils.schema", "qualname": "ExtractedContent", "kind": "class", "doc": "

An extracted content item.

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedContent.type": {"fullname": "ums.utils.schema.ExtractedContent.type", "modulename": "ums.utils.schema", "qualname": "ExtractedContent.type", "kind": "variable", "doc": "

The type, as a string, the actual string will depend on the extraction agent.

\n", "annotation": ": str"}, "ums.utils.schema.ExtractedContent.content": {"fullname": "ums.utils.schema.ExtractedContent.content", "modulename": "ums.utils.schema", "qualname": "ExtractedContent.content", "kind": "variable", "doc": "

The extracted content

\n", "annotation": ": str | typing.Any"}, "ums.utils.schema.ExtractedPositions": {"fullname": "ums.utils.schema.ExtractedPositions", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions", "kind": "class", "doc": "

A position (like time, coordinates, ...) where something was extracted (each position should belong to a content item).

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedPositions.type": {"fullname": "ums.utils.schema.ExtractedPositions.type", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.type", "kind": "variable", "doc": "

The type, as a string, the actual string will depend on the extraction agent.

\n", "annotation": ": str"}, "ums.utils.schema.ExtractedPositions.position": {"fullname": "ums.utils.schema.ExtractedPositions.position", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.position", "kind": "variable", "doc": "

The position, will also depend on the extraction agent.

\n", "annotation": ": str | int | typing.Any"}, "ums.utils.schema.ExtractedPositions.description": {"fullname": "ums.utils.schema.ExtractedPositions.description", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.description", "kind": "variable", "doc": "

An optional description for more details.

\n", "annotation": ": str | typing.Any"}, "ums.utils.schema.ExtractedData": {"fullname": "ums.utils.schema.ExtractedData", "modulename": "ums.utils.schema", "qualname": "ExtractedData", "kind": "class", "doc": "

Contains the extracted items from a data file.

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedData.contents": {"fullname": "ums.utils.schema.ExtractedData.contents", "modulename": "ums.utils.schema", "qualname": "ExtractedData.contents", "kind": "variable", "doc": "

The extracted contents (i.e., transcriptions etc.), each item here should belong a position item at the same index.

\n", "annotation": ": List[ums.utils.schema.ExtractedContent]"}, "ums.utils.schema.ExtractedData.positions": {"fullname": "ums.utils.schema.ExtractedData.positions", "modulename": "ums.utils.schema", "qualname": "ExtractedData.positions", "kind": "variable", "doc": "

The positions of extracted contents, each item here should belong a content item at the same index.

\n", "annotation": ": List[ums.utils.schema.ExtractedPositions]"}, "ums.utils.schema.ExtractedData.other": {"fullname": "ums.utils.schema.ExtractedData.other", "modulename": "ums.utils.schema", "qualname": "ExtractedData.other", "kind": "variable", "doc": "

Possibly more data. Use a keywords (depending on agent) and store the data there.

\n", "annotation": ": Dict[str, Any]"}, "ums.utils.types": {"fullname": "ums.utils.types", "modulename": "ums.utils.types", "kind": "module", "doc": "

This represents the basic types used to interact with the management.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n\n

Example

\n\n
\n
        ex = AgentMessage(\n                id="ex1",\n                riddle={\n                        "context":"Example 1",\n                        "question":"Get the name of the person."\n                },\n                data=[\n                        RiddleData(\n                                type=RiddleDataType.TEXT,\n                                file_plain="./cv.txt"\n                        )\n                ]\n        )\n        ex.status.extract.required = False\n
\n
\n\n
\n
        {\n                "id": "ex1",\n                "sub_ids": [],\n                "riddle": {\n                        "context": "Example 1",\n                        "question": "Get the name of the person.",\n                        "solutions_before": []\n                },\n                "solution": [],\n                "data": [\n                        {\n                                "type": "text",\n                                "file_plain": "/ums-agenten/share/cv.txt",\n                                "file_extracted": null,\n                                "prompt": null\n                        }\n                ],\n                "status": {\n                        "extract": {\n                                "required": false,\n                                "finished": false\n                        },\n                        "solve": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "validate": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "trial": 0,\n                        "solved": false\n                },\n                "contacts": 0\n        }\n
\n
\n\n
\n
        ex.solution = RiddleSolution(\n                solution="Otto",\n                explanation="Written in line 6 after 'Name:'"\n        )\n
\n
\n\n
\n
        {\n                ...\n                "solution": [{\n                        "solution": "Otto",\n                        "explanation": "Written in line 6 after 'Name:'",\n                        "used_data": [],\n                        "accepted": false,\n                        "review": null\n                }],\n                ...\n        }\n
\n
\n"}, "ums.utils.types.RiddleInformation": {"fullname": "ums.utils.types.RiddleInformation", "modulename": "ums.utils.types", "qualname": "RiddleInformation", "kind": "class", "doc": "

Usage docs: https://docs.pydantic.dev/2.9/concepts/models/

\n\n

A base class for creating Pydantic models.

\n\n
Attributes:
\n\n
    \n
  • __class_vars__: The names of the class variables defined on the model.
    • \n
  • __private_attributes__: Metadata about the private attributes of the model.
    • \n
  • __signature__: The synthesized __init__ [Signature][inspect.Signature] of the model.
    • \n
  • __pydantic_complete__: Whether model building is completed, or if there are still undefined fields.
    • \n
  • __pydantic_core_schema__: The core schema of the model.
    • \n
  • __pydantic_custom_init__: Whether the model has a custom __init__ function.
    • \n
  • __pydantic_decorators__: Metadata containing the decorators defined on the model.\nThis replaces Model.__validators__ and Model.__root_validators__ from Pydantic V1.
    • \n
  • __pydantic_generic_metadata__: Metadata for generic models; contains data used for a similar purpose to\n__args__, __origin__, __parameters__ in typing-module generics. May eventually be replaced by these.
    • \n
  • __pydantic_parent_namespace__: Parent namespace of the model, used for automatic rebuilding of models.
    • \n
  • __pydantic_post_init__: The name of the post-init method for the model, if defined.
    • \n
  • __pydantic_root_model__: Whether the model is a [RootModel][pydantic.root_model.RootModel].
    • \n
  • __pydantic_serializer__: The pydantic-core SchemaSerializer used to dump instances of the model.
    • \n
  • __pydantic_validator__: The pydantic-core SchemaValidator used to validate instances of the model.
    • \n
  • __pydantic_extra__: A dictionary containing extra values, if [extra][pydantic.config.ConfigDict.extra]\nis set to 'allow'.
    • \n
  • __pydantic_fields_set__: The names of fields explicitly set during instantiation.
    • \n
  • __pydantic_private__: Values of private attributes set on the model instance.
    • \n
\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.RiddleDataType": {"fullname": "ums.utils.types.RiddleDataType", "modulename": "ums.utils.types", "qualname": "RiddleDataType", "kind": "class", "doc": "

Enum for the three types of data used in a riddle.

\n", "bases": "enum.Enum"}, "ums.utils.types.RiddleDataType.TEXT": {"fullname": "ums.utils.types.RiddleDataType.TEXT", "modulename": "ums.utils.types", "qualname": "RiddleDataType.TEXT", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.TEXT: 'text'>"}, "ums.utils.types.RiddleDataType.IMAGE": {"fullname": "ums.utils.types.RiddleDataType.IMAGE", "modulename": "ums.utils.types", "qualname": "RiddleDataType.IMAGE", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.IMAGE: 'image'>"}, "ums.utils.types.RiddleDataType.AUDIO": {"fullname": "ums.utils.types.RiddleDataType.AUDIO", "modulename": "ums.utils.types", "qualname": "RiddleDataType.AUDIO", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.AUDIO: 'audio'>"}, "ums.utils.types.RiddleData": {"fullname": "ums.utils.types.RiddleData", "modulename": "ums.utils.types", "qualname": "RiddleData", "kind": "class", "doc": "

A data item to be used to solve the riddle

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleData.type": {"fullname": "ums.utils.types.RiddleData.type", "modulename": "ums.utils.types", "qualname": "RiddleData.type", "kind": "variable", "doc": "

The type of the data item.

\n", "annotation": ": ums.utils.types.RiddleDataType"}, "ums.utils.types.RiddleData.file_plain": {"fullname": "ums.utils.types.RiddleData.file_plain", "modulename": "ums.utils.types", "qualname": "RiddleData.file_plain", "kind": "variable", "doc": "

The plain file (as path to file system) without any processing.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Annotated[str, AfterValidator(func=<function _check_data_file at 0x104a52700>), WrapValidator(func=<function _ignore_file_missing at 0x104b034c0>, json_schema_input_type=PydanticUndefined)]"}, "ums.utils.types.RiddleData.file_extracted": {"fullname": "ums.utils.types.RiddleData.file_extracted", "modulename": "ums.utils.types", "qualname": "RiddleData.file_extracted", "kind": "variable", "doc": "

The processed files (as path to file system), i.e., a schematic file containing all extracted informations.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x104a52700>), WrapValidator(func=<function _ignore_file_missing at 0x104b034c0>, json_schema_input_type=PydanticUndefined)]]"}, "ums.utils.types.RiddleData.prompt": {"fullname": "ums.utils.types.RiddleData.prompt", "modulename": "ums.utils.types", "qualname": "RiddleData.prompt", "kind": "variable", "doc": "

An optional prompt giving more details to the extraction agent, e.g., selecting a type of extraction/ task to do with the data.

\n", "annotation": ": str | ums.utils.schema.ExtractionSchema | None"}, "ums.utils.types.RiddleSolution": {"fullname": "ums.utils.types.RiddleSolution", "modulename": "ums.utils.types", "qualname": "RiddleSolution", "kind": "class", "doc": "

A solution of a riddle.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSolution.solution": {"fullname": "ums.utils.types.RiddleSolution.solution", "modulename": "ums.utils.types", "qualname": "RiddleSolution.solution", "kind": "variable", "doc": "

The textual value of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.explanation": {"fullname": "ums.utils.types.RiddleSolution.explanation", "modulename": "ums.utils.types", "qualname": "RiddleSolution.explanation", "kind": "variable", "doc": "

An explanation of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.used_data": {"fullname": "ums.utils.types.RiddleSolution.used_data", "modulename": "ums.utils.types", "qualname": "RiddleSolution.used_data", "kind": "variable", "doc": "

The data items used to create the solution (optional).

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.RiddleSolution.accepted": {"fullname": "ums.utils.types.RiddleSolution.accepted", "modulename": "ums.utils.types", "qualname": "RiddleSolution.accepted", "kind": "variable", "doc": "

If the solution is accepted by validator/ gatekeeper.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSolution.review": {"fullname": "ums.utils.types.RiddleSolution.review", "modulename": "ums.utils.types", "qualname": "RiddleSolution.review", "kind": "variable", "doc": "

A review of the solution (if None: not tried to validate)

\n", "annotation": ": str | None"}, "ums.utils.types.Riddle": {"fullname": "ums.utils.types.Riddle", "modulename": "ums.utils.types", "qualname": "Riddle", "kind": "class", "doc": "

The riddle (the task description and possibly a solution)

\n", "bases": "RiddleInformation"}, "ums.utils.types.Riddle.context": {"fullname": "ums.utils.types.Riddle.context", "modulename": "ums.utils.types", "qualname": "Riddle.context", "kind": "variable", "doc": "

The context of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.question": {"fullname": "ums.utils.types.Riddle.question", "modulename": "ums.utils.types", "qualname": "Riddle.question", "kind": "variable", "doc": "

The actual main question of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.solutions_before": {"fullname": "ums.utils.types.Riddle.solutions_before", "modulename": "ums.utils.types", "qualname": "Riddle.solutions_before", "kind": "variable", "doc": "

If already tried to solve this riddle before, the (not accepted) solutions are stored here

\n", "annotation": ": List[ums.utils.types.RiddleSolution]"}, "ums.utils.types.RiddleSubStatus": {"fullname": "ums.utils.types.RiddleSubStatus", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus", "kind": "class", "doc": "

The sub status for each possible step a riddle may go though.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSubStatus.required": {"fullname": "ums.utils.types.RiddleSubStatus.required", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.required", "kind": "variable", "doc": "

Is this step required (i.e., requested)

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSubStatus.finished": {"fullname": "ums.utils.types.RiddleSubStatus.finished", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.finished", "kind": "variable", "doc": "

Was this step already executed.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleStatus": {"fullname": "ums.utils.types.RiddleStatus", "modulename": "ums.utils.types", "qualname": "RiddleStatus", "kind": "class", "doc": "

The status of a riddle, will be mostly changed by Management when the riddle is sent to different agents while solving it.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleStatus.extract": {"fullname": "ums.utils.types.RiddleStatus.extract", "modulename": "ums.utils.types", "qualname": "RiddleStatus.extract", "kind": "variable", "doc": "

The first extract step (image, text, audio -> more sematic data)

\n\n

The RiddleData items in AgentMessage.data shall have file_extracted afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.solve": {"fullname": "ums.utils.types.RiddleStatus.solve", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solve", "kind": "variable", "doc": "

The main solving step.

\n\n

AgentMessage.solution shall contain an RiddleSolution afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.validate": {"fullname": "ums.utils.types.RiddleStatus.validate", "modulename": "ums.utils.types", "qualname": "RiddleStatus.validate", "kind": "function", "doc": "

The validation step, i.e., does the gatekeeper accept the solution(s) in AgentMessage.solution.

\n", "signature": "(cls, value: Any) -> Self:", "funcdef": "def"}, "ums.utils.types.RiddleStatus.trial": {"fullname": "ums.utils.types.RiddleStatus.trial", "modulename": "ums.utils.types", "qualname": "RiddleStatus.trial", "kind": "variable", "doc": "

A counter for the number of trials.\nEach time the gatekeeper does not accept a solution of this riddle, the value is incremented.

\n", "annotation": ": int"}, "ums.utils.types.RiddleStatus.solved": {"fullname": "ums.utils.types.RiddleStatus.solved", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solved", "kind": "variable", "doc": "

True, after the gatekeeper accepts the solution(s) at AgentMessage.solution

\n", "annotation": ": bool"}, "ums.utils.types.AgentMessage": {"fullname": "ums.utils.types.AgentMessage", "modulename": "ums.utils.types", "qualname": "AgentMessage", "kind": "class", "doc": "

The basic message, which is sent be the agent and the management.\nThe objects will be JSON en- and decoded.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentMessage.id": {"fullname": "ums.utils.types.AgentMessage.id", "modulename": "ums.utils.types", "qualname": "AgentMessage.id", "kind": "variable", "doc": "

The riddle id, e.g., ex1\nThis is a unique string and identifies the riddle.

\n", "annotation": ": str"}, "ums.utils.types.AgentMessage.sub_ids": {"fullname": "ums.utils.types.AgentMessage.sub_ids", "modulename": "ums.utils.types", "qualname": "AgentMessage.sub_ids", "kind": "variable", "doc": "

There might be cases, when an agent decided to split in riddle in multiple smaller steps.\nEach sub riddle will then get its own id (i.e., ex1-sub1) while the sub id is added here as reference.

\n", "annotation": ": List[str]"}, "ums.utils.types.AgentMessage.riddle": {"fullname": "ums.utils.types.AgentMessage.riddle", "modulename": "ums.utils.types", "qualname": "AgentMessage.riddle", "kind": "variable", "doc": "

The riddle to solve.

\n", "annotation": ": ums.utils.types.Riddle"}, "ums.utils.types.AgentMessage.solution": {"fullname": "ums.utils.types.AgentMessage.solution", "modulename": "ums.utils.types", "qualname": "AgentMessage.solution", "kind": "variable", "doc": "

The solutions of the riddle (or empty list if no solutions available)\n(When assigning a single object of RiddleSolution will be convert to list with this single object.)

\n", "annotation": ": Annotated[List[ums.utils.types.RiddleSolution], BeforeValidator(func=<function _transform_to_list at 0x104b03600>, json_schema_input_type=PydanticUndefined)]"}, "ums.utils.types.AgentMessage.data": {"fullname": "ums.utils.types.AgentMessage.data", "modulename": "ums.utils.types", "qualname": "AgentMessage.data", "kind": "variable", "doc": "

The data to get the solution from.

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.AgentMessage.status": {"fullname": "ums.utils.types.AgentMessage.status", "modulename": "ums.utils.types", "qualname": "AgentMessage.status", "kind": "variable", "doc": "

The status of the riddle.

\n", "annotation": ": ums.utils.types.RiddleStatus"}, "ums.utils.types.AgentMessage.contacts": {"fullname": "ums.utils.types.AgentMessage.contacts", "modulename": "ums.utils.types", "qualname": "AgentMessage.contacts", "kind": "variable", "doc": "

A counter representing the number of contacts the management had with this message.\nEach time the management processes the message, this counter is incremented by 1.\nUsing this counter the management is able to detect cycles and stop them.

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse": {"fullname": "ums.utils.types.AgentResponse", "modulename": "ums.utils.types", "qualname": "AgentResponse", "kind": "class", "doc": "

Returned by the management when receiving an AgentMessage.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentResponse.count": {"fullname": "ums.utils.types.AgentResponse.count", "modulename": "ums.utils.types", "qualname": "AgentResponse.count", "kind": "variable", "doc": "

The count of the message (overall numeric id).

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse.msg": {"fullname": "ums.utils.types.AgentResponse.msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.msg", "kind": "variable", "doc": "

An additional message.

\n", "annotation": ": str | None"}, "ums.utils.types.AgentResponse.error": {"fullname": "ums.utils.types.AgentResponse.error", "modulename": "ums.utils.types", "qualname": "AgentResponse.error", "kind": "variable", "doc": "

If an error occurred.

\n", "annotation": ": bool"}, "ums.utils.types.AgentResponse.error_msg": {"fullname": "ums.utils.types.AgentResponse.error_msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.error_msg", "kind": "variable", "doc": "

Error message (if error )

\n", "annotation": ": str | None"}, "ums.utils.types.MessageDbRow": {"fullname": "ums.utils.types.MessageDbRow", "modulename": "ums.utils.types", "qualname": "MessageDbRow", "kind": "class", "doc": "

Object representing a database row.

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.MessageDbRow.count": {"fullname": "ums.utils.types.MessageDbRow.count", "modulename": "ums.utils.types", "qualname": "MessageDbRow.count", "kind": "variable", "doc": "

The count (primary key) of the item.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.sender": {"fullname": "ums.utils.types.MessageDbRow.sender", "modulename": "ums.utils.types", "qualname": "MessageDbRow.sender", "kind": "variable", "doc": "

The sender of the message.

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.recipient": {"fullname": "ums.utils.types.MessageDbRow.recipient", "modulename": "ums.utils.types", "qualname": "MessageDbRow.recipient", "kind": "variable", "doc": "

The recipient of the message

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.time": {"fullname": "ums.utils.types.MessageDbRow.time", "modulename": "ums.utils.types", "qualname": "MessageDbRow.time", "kind": "variable", "doc": "

The time (unix timestamp) the message was received/ sent.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.message": {"fullname": "ums.utils.types.MessageDbRow.message", "modulename": "ums.utils.types", "qualname": "MessageDbRow.message", "kind": "variable", "doc": "

The message received/ sent.

\n", "annotation": ": ums.utils.types.AgentMessage"}, "ums.utils.types.MessageDbRow.processed": {"fullname": "ums.utils.types.MessageDbRow.processed", "modulename": "ums.utils.types", "qualname": "MessageDbRow.processed", "kind": "variable", "doc": "

Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).

\n", "annotation": ": bool"}, "ums.utils.types.MessageDbRow.solution": {"fullname": "ums.utils.types.MessageDbRow.solution", "modulename": "ums.utils.types", "qualname": "MessageDbRow.solution", "kind": "variable", "doc": "

Does this message contain a valid solution?\nTrue if contains valid solution, False if solution not valid, Null/None if not applicable

\n", "annotation": ": bool | None"}}, "docInfo": {"ums": {"qualname": 0, "fullname": 1, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 297}, "ums.agent": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 429}, "ums.agent.agent": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "ums.agent.agent.AgentCapability.EXTRACT": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.SOLVE": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.BasicAgent": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 15}, "ums.agent.agent.BasicAgent.agent_capability": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 25, "bases": 0, "doc": 23}, "ums.agent.agent.BasicAgent.before_response": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 61, "bases": 0, "doc": 85}, "ums.agent.agent.BasicAgent.message": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 29, "bases": 0, "doc": 12}, "ums.agent.agent.BasicAgent.sub_riddle": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 134, "bases": 0, "doc": 74}, "ums.agent.agent.BasicAgent.handle": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 58, "bases": 0, "doc": 57}, "ums.agent.agent.BasicAgent.get_extracted": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 62, "bases": 0, "doc": 33}, "ums.agent.agent.ExtractAgent": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 1, "doc": 6}, "ums.agent.agent.ExtractAgent.agent_capability": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 25, "bases": 0, "doc": 23}, "ums.agent.agent.ExtractAgent.extract_type": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 25, "bases": 0, "doc": 10}, "ums.agent.agent.ExtractAgent.handle": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 54, "bases": 0, "doc": 24}, "ums.agent.agent.ExtractAgent.store_extracted": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 86, "bases": 0, "doc": 89}, "ums.agent.agent.ExtractTextAgent": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 1, "doc": 14}, "ums.agent.agent.ExtractTextAgent.extract_type": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 25, "bases": 0, "doc": 10}, "ums.agent.agent.ExtractAudioAgent": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 1, "doc": 14}, "ums.agent.agent.ExtractAudioAgent.extract_type": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 25, "bases": 0, "doc": 10}, "ums.agent.agent.ExtractImageAgent": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 1, "doc": 14}, "ums.agent.agent.ExtractImageAgent.extract_type": {"qualname": 3, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 25, "bases": 0, "doc": 10}, "ums.agent.agent.SolveAgent": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 1, "doc": 12}, "ums.agent.agent.SolveAgent.agent_capability": {"qualname": 3, "fullname": 6, "annotation": 0, 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{"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "y": {"docs": {"ums.agent": {"tf": 1.4142135623730951}}, "df": 1}}, "p": {"docs": {"ums.utils.types.RiddleInformation": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"ums.utils.types.RiddleInformation": {"tf": 1}}, "df": 1}}}}}, "b": {"docs": {"ums.management.db.DB.len": {"tf": 1}}, "df": 1}}, "y": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "l": {"docs": {"ums.agent": {"tf": 1.4142135623730951}}, "df": 1}}, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {"ums.agent.agent.ExtractTextAgent": {"tf": 1}, "ums.agent.agent.ExtractAudioAgent": {"tf": 1}, "ums.agent.agent.ExtractImageAgent": {"tf": 1}, "ums.agent.agent.SolveAgent": {"tf": 1}, "ums.agent.agent.GatekeeperAgent": {"tf": 1}, "ums.example.example.MyExtractAudioAgent": {"tf": 1}, "ums.example.example.MyExtractImageAgent": {"tf": 1}, "ums.example.example.MyExtractTextAgent": {"tf": 1}, "ums.example.example.MySolveAgent": {"tf": 1}, "ums.example.example.MyGatekeeperAgent": {"tf": 1}}, "df": 10}}}}, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"ums.agent": {"tf": 2.23606797749979}, "ums.utils.schema": {"tf": 1}, "ums.utils.schema.ExtractionSchema": {"tf": 1}, "ums.utils.types": {"tf": 1}, "ums.utils.types.AgentMessage": {"tf": 1}}, "df": 5}}}}, "k": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"ums.management.db.DB.len": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "y": {"docs": {"ums.utils.types.MessageDbRow.count": {"tf": 1}}, "df": 1, "w": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "s": {"docs": {"ums.utils.schema.ExtractedData.other": {"tf": 1}}, "df": 1}}}}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "t": {"docs": {"ums.utils.request": {"tf": 2}, "ums.utils.types": {"tf": 9.591663046625438}}, "df": 2}}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"ums.utils.types": {"tf": 1.4142135623730951}, "ums.utils.types.Riddle.question": {"tf": 1}}, "df": 2}}}}}}}}}}}, "pipeline": ["trimmer"], "_isPrebuiltIndex": true}; // mirrored in build-search-index.js (part 1) // Also split on html tags. this is a cheap heuristic, but good enough. diff --git a/web/public/docs/ums/agent/agent.html b/web/public/docs/ums/agent/agent.html index 9231706..e2eae79 100644 --- a/web/public/docs/ums/agent/agent.html +++ b/web/public/docs/ums/agent/agent.html @@ -443,7 +443,7 @@ 280 if len(solution.solution) == 0 or len(solution.explanation) == 0: 281 logger.info(f"Riddle {self._response.id}: Empty solution/ explanation after handling") 282 -283 self._response.solution = solution +283 self._response.solution.append(solution) 284 self._response.status.solve.finished = True 285 286 self._do_response = True @@ -452,7 +452,7 @@ 289 @validate_call 290 def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution: 291 """ -292 Solve the `riddle` using `data` and return a solution. +292 Solve the `riddle` using `data` and return a single solution. 293 """ 294 295class GatekeeperAgent(BasicAgent): @@ -464,28 +464,29 @@ 301 return AgentCapability.GATEKEEPER 302 303 def _process(self): -304 if self._response.solution is None: -305 self._response.solution = RiddleSolution(solution="", explanation="") +304 if len(self._response.solution) == 0: +305 self._response.solution.append(RiddleSolution(solution="", explanation="")) 306 307 logger.debug(f"Start validate: {self._response.id}") 308 solution = self.handle(self._response.solution, self._response.riddle) -309 logger.debug(f"End validate: {self._response.id} ({solution.review}, {solution.accepted})") -310 -311 if solution.review is None or len(solution.review) == 0: -312 logger.info(f"Riddle {self._response.id}: Empty review after handling") -313 -314 self._response.solution = solution -315 self._response.status.validate.finished = True -316 self._response.status.solved = solution.accepted -317 -318 self._do_response = True -319 -320 @abstractmethod -321 @validate_call -322 def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution: -323 """ -324 Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`. -325 """ +309 +310 for single_solution in solution: +311 logger.debug(f"End validate: {self._response.id} ({single_solution.review}, {single_solution.accepted})") +312 if single_solution.review is None or len(single_solution.review) == 0: +313 logger.info(f"Riddle {self._response.id}: Empty review after handling") +314 +315 self._response.solution = solution +316 self._response.status.validate.finished = True +317 self._response.status.solved = any(single_solution.accepted for single_solution in solution) +318 +319 self._do_response = True +320 +321 @abstractmethod +322 @validate_call +323 def handle(self, solution:List[RiddleSolution], riddle:Riddle) -> List[RiddleSolution]: +324 """ +325 Check the `solution` (multiple if multiple solver involved) of `riddle` and return solutions with populated `solution[i].accepted` and `solution[i].review`. +326 """ @@ -1401,7 +1402,7 @@ File with equal content will not be written again.

281 if len(solution.solution) == 0 or len(solution.explanation) == 0: 282 logger.info(f"Riddle {self._response.id}: Empty solution/ explanation after handling") 283 -284 self._response.solution = solution +284 self._response.solution.append(solution) 285 self._response.status.solve.finished = True 286 287 self._do_response = True @@ -1410,7 +1411,7 @@ File with equal content will not be written again.

290 @validate_call 291 def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution: 292 """ -293 Solve the `riddle` using `data` and return a solution. +293 Solve the `riddle` using `data` and return a single solution. 294 """ @@ -1457,12 +1458,12 @@ File with equal content will not be written again.

290 @validate_call 291 def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution: 292 """ -293 Solve the `riddle` using `data` and return a solution. +293 Solve the `riddle` using `data` and return a single solution. 294 """ -

Solve the riddle using data and return a solution.

+

Solve the riddle using data and return a single solution.

@@ -1500,28 +1501,29 @@ File with equal content will not be written again.

302 return AgentCapability.GATEKEEPER 303 304 def _process(self): -305 if self._response.solution is None: -306 self._response.solution = RiddleSolution(solution="", explanation="") +305 if len(self._response.solution) == 0: +306 self._response.solution.append(RiddleSolution(solution="", explanation="")) 307 308 logger.debug(f"Start validate: {self._response.id}") 309 solution = self.handle(self._response.solution, self._response.riddle) -310 logger.debug(f"End validate: {self._response.id} ({solution.review}, {solution.accepted})") -311 -312 if solution.review is None or len(solution.review) == 0: -313 logger.info(f"Riddle {self._response.id}: Empty review after handling") -314 -315 self._response.solution = solution -316 self._response.status.validate.finished = True -317 self._response.status.solved = solution.accepted -318 -319 self._do_response = True -320 -321 @abstractmethod -322 @validate_call -323 def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution: -324 """ -325 Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`. -326 """ +310 +311 for single_solution in solution: +312 logger.debug(f"End validate: {self._response.id} ({single_solution.review}, {single_solution.accepted})") +313 if single_solution.review is None or len(single_solution.review) == 0: +314 logger.info(f"Riddle {self._response.id}: Empty review after handling") +315 +316 self._response.solution = solution +317 self._response.status.validate.finished = True +318 self._response.status.solved = any(single_solution.accepted for single_solution in solution) +319 +320 self._do_response = True +321 +322 @abstractmethod +323 @validate_call +324 def handle(self, solution:List[RiddleSolution], riddle:Riddle) -> List[RiddleSolution]: +325 """ +326 Check the `solution` (multiple if multiple solver involved) of `riddle` and return solutions with populated `solution[i].accepted` and `solution[i].review`. +327 """
@@ -1557,22 +1559,22 @@ File with equal content will not be written again.

@validate_call
def - handle( self, solution: ums.utils.types.RiddleSolution, riddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution: + handle( self, solution: List[ums.utils.types.RiddleSolution], riddle: ums.utils.types.Riddle) -> List[ums.utils.types.RiddleSolution]: - 
321	@abstractmethod
-322	@validate_call
-323	def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution:
-324		"""
-325			Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`.
-326		"""
+            
322	@abstractmethod
+323	@validate_call
+324	def handle(self, solution:List[RiddleSolution], riddle:Riddle) -> List[RiddleSolution]:
+325		"""
+326			Check the `solution` (multiple if multiple solver involved) of `riddle` and return solutions with populated `solution[i].accepted` and `solution[i].review`.
+327		"""
 

 
 
-            
Check the solution of riddle and return solution with populated solution.accepted and solution.review.

+            
Check the solution (multiple if multiple solver involved) of riddle and return solutions with populated solution[i].accepted and solution[i].review.

 

 
 
diff --git a/web/public/docs/ums/example/example.html b/web/public/docs/ums/example/example.html
index f50be97..6de47a6 100644
--- a/web/public/docs/ums/example/example.html
+++ b/web/public/docs/ums/example/example.html
@@ -114,73 +114,75 @@
  8# source code released under the terms of GNU Public License Version 3
  9# https://www.gnu.org/licenses/gpl-3.0.txt
 10
-11from typing import Callable, List
-12from ums.agent import ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent, SolveAgent, GatekeeperAgent
-13
-14from ums.utils import AgentMessage, Riddle, RiddleData, RiddleSolution, RiddleStatus, ExtractedData
+11import random
+12
+13from typing import Callable, List
+14from ums.agent import ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent, SolveAgent, GatekeeperAgent
 15
-16"""
-17	Examples for simple agents.
-18
-19	Each agent is represented by its own class. The handling of tasks is done by `handle()` in each agent.
+16from ums.utils import AgentMessage, Riddle, RiddleData, RiddleSolution, RiddleStatus, ExtractedData
+17
+18"""
+19	Examples for simple agents.
 20
-21	Finally `AGENT_CLASSES` contains the classes of the agents in a list. Via environmental variables this list is specified to the ums.agent system. 
-22"""
-23
-24class MyExtractAudioAgent(ExtractAudioAgent):
+21	Each agent is represented by its own class. The handling of tasks is done by `handle()` in each agent.
+22
+23	Finally `AGENT_CLASSES` contains the classes of the agents in a list. Via environmental variables this list is specified to the ums.agent system. 
+24"""
 25
-26	def handle(self, data: RiddleData) -> RiddleData:
-27		print("Audio Process:", data.file_plain)
-28		return data
-29
-30class MyExtractImageAgent(ExtractImageAgent):
+26class MyExtractAudioAgent(ExtractAudioAgent):
+27
+28	def handle(self, data: RiddleData) -> RiddleData:
+29		print("Audio Process:", data.file_plain)
+30		return data
 31
-32	def handle(self, data: RiddleData) -> RiddleData:
-33		print("Image Process:", data.file_plain)
-34
-35		extracted = ExtractedData(other={"info":"just a test"})
-36		data.file_extracted = self.store_extracted(data, extracted)
-37		return data
-38	
-39class MyExtractTextAgent(ExtractTextAgent):
-40
-41	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
-42		print("The response will be:", response)
-43		return True
-44
-45	def handle(self, data: RiddleData) -> RiddleData:
-46		print("Text Process:", data.file_plain)
-47		return data
-48
-49
-50class MySolveAgent(SolveAgent):
+32class MyExtractImageAgent(ExtractImageAgent):
+33
+34	def handle(self, data: RiddleData) -> RiddleData:
+35		print("Image Process:", data.file_plain)
+36
+37		extracted = ExtractedData(other={"info":"just a test"})
+38		data.file_extracted = self.store_extracted(data, extracted)
+39		return data
+40	
+41class MyExtractTextAgent(ExtractTextAgent):
+42
+43	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
+44		print("The response will be:", response)
+45		return True
+46
+47	def handle(self, data: RiddleData) -> RiddleData:
+48		print("Text Process:", data.file_plain)
+49		return data
+50
 51
-52	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+52class MySolveAgent(SolveAgent):
 53
-54		for d in data:
-55			print(self.get_extracted(d))
-56		
-57		if self.message().id == "test":
-58			status = RiddleStatus()
-59			status.extract.required = False
-60			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
-61
-62		return RiddleSolution(solution="Huii", explanation="Blubb")
-63	
-64
-65class MyGatekeeperAgent(GatekeeperAgent):
+54	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+55
+56		for d in data:
+57			print(self.get_extracted(d))
+58		
+59		if self.message().id == "test":
+60			status = RiddleStatus()
+61			status.extract.required = False
+62			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
+63
+64		return RiddleSolution(solution="Huii", explanation=f"Blubb, {random.random()}")
+65	
 66
-67	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
-68		solution.accepted = True 
-69		solution.review = "Ok"
-70		
-71		return solution
-72
-73AGENT_CLASSES = [
-74	MyExtractAudioAgent, MyExtractImageAgent, MyExtractTextAgent,
-75	MySolveAgent,
-76	MyGatekeeperAgent
-77]
+67class MyGatekeeperAgent(GatekeeperAgent):
+68
+69	def handle(self, solution: List[RiddleSolution], riddle: Riddle) -> RiddleSolution:
+70		solution[0].accepted = True 
+71		solution[0].review = "Ok"
+72		
+73		return solution
+74
+75AGENT_CLASSES = [
+76	MyExtractAudioAgent, MyExtractImageAgent, MyExtractTextAgent,
+77	MySolveAgent,
+78	MyGatekeeperAgent
+79]
@@ -196,11 +198,11 @@ - 
25class MyExtractAudioAgent(ExtractAudioAgent):
-26
-27	def handle(self, data: RiddleData) -> RiddleData:
-28		print("Audio Process:", data.file_plain)
-29		return data
+            
27class MyExtractAudioAgent(ExtractAudioAgent):
+28
+29	def handle(self, data: RiddleData) -> RiddleData:
+30		print("Audio Process:", data.file_plain)
+31		return data
 

 
 
@@ -219,9 +221,9 @@
- 
27	def handle(self, data: RiddleData) -> RiddleData:
-28		print("Audio Process:", data.file_plain)
-29		return data
+            
29	def handle(self, data: RiddleData) -> RiddleData:
+30		print("Audio Process:", data.file_plain)
+31		return data
 

 
 
@@ -264,14 +266,14 @@
- 
31class MyExtractImageAgent(ExtractImageAgent):
-32
-33	def handle(self, data: RiddleData) -> RiddleData:
-34		print("Image Process:", data.file_plain)
-35
-36		extracted = ExtractedData(other={"info":"just a test"})
-37		data.file_extracted = self.store_extracted(data, extracted)
-38		return data
+            
33class MyExtractImageAgent(ExtractImageAgent):
+34
+35	def handle(self, data: RiddleData) -> RiddleData:
+36		print("Image Process:", data.file_plain)
+37
+38		extracted = ExtractedData(other={"info":"just a test"})
+39		data.file_extracted = self.store_extracted(data, extracted)
+40		return data
 

 
 
@@ -290,12 +292,12 @@
- 
33	def handle(self, data: RiddleData) -> RiddleData:
-34		print("Image Process:", data.file_plain)
-35
-36		extracted = ExtractedData(other={"info":"just a test"})
-37		data.file_extracted = self.store_extracted(data, extracted)
-38		return data
+            
35	def handle(self, data: RiddleData) -> RiddleData:
+36		print("Image Process:", data.file_plain)
+37
+38		extracted = ExtractedData(other={"info":"just a test"})
+39		data.file_extracted = self.store_extracted(data, extracted)
+40		return data
 

 
 
@@ -338,15 +340,15 @@
- 
40class MyExtractTextAgent(ExtractTextAgent):
-41
-42	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
-43		print("The response will be:", response)
-44		return True
-45
-46	def handle(self, data: RiddleData) -> RiddleData:
-47		print("Text Process:", data.file_plain)
-48		return data
+            
42class MyExtractTextAgent(ExtractTextAgent):
+43
+44	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
+45		print("The response will be:", response)
+46		return True
+47
+48	def handle(self, data: RiddleData) -> RiddleData:
+49		print("Text Process:", data.file_plain)
+50		return data
 

 
 
@@ -365,9 +367,9 @@
- 
42	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
-43		print("The response will be:", response)
-44		return True
+            
44	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
+45		print("The response will be:", response)
+46		return True
 

 
 
@@ -392,9 +394,9 @@ Thus, by overwriting this method, a response can be prevented.
- 
46	def handle(self, data: RiddleData) -> RiddleData:
-47		print("Text Process:", data.file_plain)
-48		return data
+            
48	def handle(self, data: RiddleData) -> RiddleData:
+49		print("Text Process:", data.file_plain)
+50		return data
 

 
 
@@ -436,19 +438,19 @@ Thus, by overwriting this method, a response can be prevented.
- 
51class MySolveAgent(SolveAgent):
-52
-53	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+            
53class MySolveAgent(SolveAgent):
 54
-55		for d in data:
-56			print(self.get_extracted(d))
-57		
-58		if self.message().id == "test":
-59			status = RiddleStatus()
-60			status.extract.required = False
-61			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
-62
-63		return RiddleSolution(solution="Huii", explanation="Blubb")
+55	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+56
+57		for d in data:
+58			print(self.get_extracted(d))
+59		
+60		if self.message().id == "test":
+61			status = RiddleStatus()
+62			status.extract.required = False
+63			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
+64
+65		return RiddleSolution(solution="Huii", explanation=f"Blubb, {random.random()}")
 

 
 
@@ -467,21 +469,21 @@ Thus, by overwriting this method, a response can be prevented.
- 
53	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
-54
-55		for d in data:
-56			print(self.get_extracted(d))
-57		
-58		if self.message().id == "test":
-59			status = RiddleStatus()
-60			status.extract.required = False
-61			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
-62
-63		return RiddleSolution(solution="Huii", explanation="Blubb")
+            
55	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+56
+57		for d in data:
+58			print(self.get_extracted(d))
+59		
+60		if self.message().id == "test":
+61			status = RiddleStatus()
+62			status.extract.required = False
+63			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
+64
+65		return RiddleSolution(solution="Huii", explanation=f"Blubb, {random.random()}")
 

 
 
-            
Solve the riddle using data and return a solution.

+            
Solve the riddle using data and return a single solution.

 

 
 
@@ -515,13 +517,13 @@ Thus, by overwriting this method, a response can be prevented.

 
     

     
-            
66class MyGatekeeperAgent(GatekeeperAgent):
-67
-68	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
-69		solution.accepted = True 
-70		solution.review = "Ok"
-71		
-72		return solution
+            
68class MyGatekeeperAgent(GatekeeperAgent):
+69
+70	def handle(self, solution: List[RiddleSolution], riddle: Riddle) -> RiddleSolution:
+71		solution[0].accepted = True 
+72		solution[0].review = "Ok"
+73		
+74		return solution
 

 
 
@@ -534,21 +536,21 @@ Thus, by overwriting this method, a response can be prevented.

 

             
         def
-        handle(	self,	solution: ums.utils.types.RiddleSolution,	riddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:
+        handle(	self,	solution: List[ums.utils.types.RiddleSolution],	riddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:
 
                 
 
     

     
-            
68	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
-69		solution.accepted = True 
-70		solution.review = "Ok"
-71		
-72		return solution
+            
70	def handle(self, solution: List[RiddleSolution], riddle: Riddle) -> RiddleSolution:
+71		solution[0].accepted = True 
+72		solution[0].review = "Ok"
+73		
+74		return solution
 

 
 
-            
Check the solution of riddle and return solution with populated solution.accepted and solution.review.

+            
Check the solution (multiple if multiple solver involved) of riddle and return solutions with populated solution[i].accepted and solution[i].review.

 

 
 
diff --git a/web/public/docs/ums/management/db.html b/web/public/docs/ums/management/db.html
index b946bdc..a64f901 100644
--- a/web/public/docs/ums/management/db.html
+++ b/web/public/docs/ums/management/db.html
@@ -111,173 +111,173 @@
  26	def __init__(self):
  27		self.db = sqlite3.connect(
  28			os.path.join(PERSIST_PATH, 'messages.db'),
- 29			check_same_thread=False
- 30		)
- 31		self.db.row_factory = sqlite3.Row
- 32		atexit.register(lambda db : db.close(), self.db)
- 33
- 34		self.db_lock = Lock()
- 35
- 36		self._assure_tables()
- 37
- 38	def _assure_tables(self):
- 39		self.db_lock.acquire()
- 40		with self.db:
- 41			self.db.execute("""CREATE TABLE IF NOT EXISTS Messages ( 
- 42				count INTEGER PRIMARY KEY AUTOINCREMENT,
- 43				id TEXT, 
- 44				sender TEXT,
- 45			 	recipient TEXT,
- 46				time TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
- 47				json BLOB,
- 48				processed BOOL DEFAULT FALSE,
- 49				solution BOOL DEFAULT NULL
- 50			)""")
- 51		self.db_lock.release()
- 52
- 53	@validate_call
- 54	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False ) -> int:
- 55		self.db_lock.acquire()
- 56		with self.db:
- 57			self.db.execute(
- 58				"""INSERT INTO Messages (
- 59						id, sender, recipient, json, processed
- 60					) VALUES (
- 61						:id, :sender, :recipient, :json, :processed
- 62				)""", {
- 63					"id" : message.id,
- 64					"sender" : sender,
- 65					"recipient" : recipient,
- 66					"json" : message.model_dump_json(),
- 67					"processed" : processed
- 68				})
- 69			new_count = self.db.execute("SELECT LAST_INSERT_ROWID() as last").fetchone()
- 70		self.db_lock.release()
- 71
- 72		return new_count['last']
- 73
- 74	@validate_call
- 75	def set_processed(self, count:int, processed:bool=True) -> bool:
- 76		self.db_lock.acquire()
- 77		with self.db:
- 78			try:
- 79				self.db.execute("UPDATE Messages SET processed = ? WHERE count = ?", (processed, count))
- 80				return True
- 81			except:
- 82				return False
- 83			finally:
- 84				self.db_lock.release()
- 85
- 86	@validate_call
- 87	def set_solution(self, count:int, solution:bool) -> bool:
- 88		self.db_lock.acquire()
- 89		with self.db:
- 90			try:
- 91				self.db.execute("UPDATE Messages SET solution = ? WHERE count = ?", (solution, count))
- 92				return True
- 93			except:
- 94				return False
- 95			finally:
- 96				self.db_lock.release()
- 97
- 98	def __iter__(self) -> Generator[MessageDbRow, None, None]:
- 99		yield from self.iterate()
-100
-101	@validate_call
-102	def iterate(self,
-103		id:str|None=None, sender:str|None=None, recipient:str|None=None,
-104		processed:bool|None=None, solution:bool|None=None,
-105		time_after:int|None=None, time_before:int|None=None,
-106		limit:int=20, offset:int=0, _count_only:bool=False
-107	) -> Generator[MessageDbRow|int, None, None]:
-108		
-109		where = []
-110		params = {
-111			"lim": limit,
-112			"off": offset
-113		}
-114
-115		for v,n in (
-116				(id,'id'),
-117				(sender,'sender'), (recipient,'recipient'),
-118				(processed,'processed'), (solution,'solution')
-119			):
-120			if not v is None:
-121				where.append('{} = :{}'.format(n,n))
-122				params[n] = v
-123
-124		if time_after:
-125			where.append("time > :t_after")
-126			params['t_after'] = datetime.fromtimestamp(time_after).strftime(self._DB_TIME_FORMAT)
-127
-128		if time_before:
-129			where.append("time < :t_before")
-130			params['t_before'] = datetime.fromtimestamp(time_before).strftime(self._DB_TIME_FORMAT)
-131
-132		if len(where) > 0:
-133			where_clause = "WHERE " + (' AND '.join(where))
-134		else:
-135			where_clause = ""
-136
-137		with self.db:
-138			if _count_only:
-139				count = self.db.execute(
-140					"SELECT COUNT(*) as count FROM Messages {}".format(where_clause),
-141					params
-142				).fetchone()
-143
-144				yield count['count']
-145			else:
-146				for row in self.db.execute(
-147					"SELECT * FROM Messages {} ORDER BY time DESC, count DESC LIMIT :lim OFFSET :off".format(where_clause),
-148					params
-149				):
-150					yield self._create_row_object(row, allow_lazy=True)
-151
-152	def __len__(self) -> int:
-153		return self.len()
-154
-155	def len(self, **kwargs) -> int:
-156		"""
-157			See `DB.iterate` for possible values of `kwargs`.
-158		"""
-159		kwargs['_count_only'] = True
-160		return next(self.iterate(**kwargs))
-161
-162	def _create_row_object(self, row:sqlite3.Row, allow_lazy:bool=True) -> MessageDbRow:
-163		try:
-164			message = AgentMessage.model_validate_json(
-165					row['json'],
-166					context={"require_file_exists": not allow_lazy}
-167				)
-168		except ValidationError as e:
-169			if allow_lazy:
-170				message = AgentMessage(
-171					id="error",
-172					riddle={"context":str(e),"question":"Failed to load from Database!"}
-173				) 
-174			else:
-175				raise e
-176		
-177		return MessageDbRow(
-178			count=row['count'],
-179			sender=row['sender'],
-180			recipient=row['recipient'],
-181			time=int(datetime.strptime(row['time'], self._DB_TIME_FORMAT).timestamp()),
-182			message=message,
-183			processed=row['processed'],
-184			solution=row['solution']
-185		)
-186
-187	def by_count(self, count:int) -> MessageDbRow|None:
-188		with self.db:
-189			try:
-190				return self._create_row_object(
-191					self.db.execute("SELECT * FROM Messages WHERE count = ?", (count,)).fetchone()
-192				)
-193			except:
-194				return None
-195	
+ 29			check_same_thread=False,
+ 30			autocommit=False
+ 31		)
+ 32		self.db.row_factory = sqlite3.Row
+ 33		atexit.register(lambda db : db.close(), self.db)
+ 34
+ 35		self.db_lock = Lock()
+ 36
+ 37		self._assure_tables()
+ 38
+ 39	def _assure_tables(self):
+ 40		self.db_lock.acquire()
+ 41		with self.db:
+ 42			self.db.execute("""CREATE TABLE IF NOT EXISTS Messages ( 
+ 43				count INTEGER PRIMARY KEY AUTOINCREMENT,
+ 44				id TEXT, 
+ 45				sender TEXT,
+ 46			 	recipient TEXT,
+ 47				time TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+ 48				json BLOB,
+ 49				processed BOOL DEFAULT FALSE,
+ 50				solution BOOL DEFAULT NULL
+ 51			)""")
+ 52		self.db_lock.release()
+ 53
+ 54	@validate_call
+ 55	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False ) -> int:
+ 56		self.db_lock.acquire()
+ 57		with self.db:
+ 58			self.db.execute(
+ 59				"""INSERT INTO Messages (
+ 60						id, sender, recipient, json, processed
+ 61					) VALUES (
+ 62						:id, :sender, :recipient, :json, :processed
+ 63				)""", {
+ 64					"id" : message.id,
+ 65					"sender" : sender,
+ 66					"recipient" : recipient,
+ 67					"json" : message.model_dump_json(),
+ 68					"processed" : processed
+ 69				})
+ 70			new_count = self.db.execute("SELECT LAST_INSERT_ROWID() as last").fetchone()
+ 71		self.db_lock.release()
+ 72
+ 73		return new_count['last']
+ 74
+ 75	@validate_call
+ 76	def set_processed(self, count:int, processed:bool=True) -> bool:
+ 77		self.db_lock.acquire()
+ 78		with self.db:
+ 79			try:
+ 80				self.db.execute("UPDATE Messages SET processed = ? WHERE count = ?", (processed, count))
+ 81				return True
+ 82			except:
+ 83				return False
+ 84			finally:
+ 85				self.db_lock.release()
+ 86
+ 87	@validate_call
+ 88	def set_solution(self, count:int, solution:bool) -> bool:
+ 89		self.db_lock.acquire()
+ 90		with self.db:
+ 91			try:
+ 92				self.db.execute("UPDATE Messages SET solution = ? WHERE count = ?", (solution, count))
+ 93				return True
+ 94			except:
+ 95				return False
+ 96			finally:
+ 97				self.db_lock.release()
+ 98
+ 99	def __iter__(self) -> Generator[MessageDbRow, None, None]:
+100		yield from self.iterate()
+101
+102	@validate_call
+103	def iterate(self,
+104		id:str|None=None, sender:str|None=None, recipient:str|None=None,
+105		processed:bool|None=None, solution:bool|None=None,
+106		time_after:int|None=None, time_before:int|None=None,
+107		limit:int=20, offset:int=0, _count_only:bool=False
+108	) -> Generator[MessageDbRow|int, None, None]:
+109		
+110		where = []
+111		params = {
+112			"lim": limit,
+113			"off": offset
+114		}
+115
+116		for v,n in (
+117				(id,'id'),
+118				(sender,'sender'), (recipient,'recipient'),
+119				(processed,'processed'), (solution,'solution')
+120			):
+121			if not v is None:
+122				where.append('{} = :{}'.format(n,n))
+123				params[n] = v
+124
+125		if time_after:
+126			where.append("time > :t_after")
+127			params['t_after'] = datetime.fromtimestamp(time_after).strftime(self._DB_TIME_FORMAT)
+128
+129		if time_before:
+130			where.append("time < :t_before")
+131			params['t_before'] = datetime.fromtimestamp(time_before).strftime(self._DB_TIME_FORMAT)
+132
+133		if len(where) > 0:
+134			where_clause = "WHERE " + (' AND '.join(where))
+135		else:
+136			where_clause = ""
+137
+138		with self.db:
+139			if _count_only:
+140				count = self.db.execute(
+141					"SELECT COUNT(*) as count FROM Messages {}".format(where_clause),
+142					params
+143				).fetchone()
+144
+145				yield count['count']
+146			else:
+147				for row in self.db.execute(
+148					"SELECT * FROM Messages {} ORDER BY time DESC, count DESC LIMIT :lim OFFSET :off".format(where_clause),
+149					params
+150				):
+151					yield self._create_row_object(row, allow_lazy=True)
+152
+153	def __len__(self) -> int:
+154		return self.len()
+155
+156	def len(self, **kwargs) -> int:
+157		"""
+158			See `DB.iterate` for possible values of `kwargs`.
+159		"""
+160		kwargs['_count_only'] = True
+161		return next(self.iterate(**kwargs))
+162
+163	def _create_row_object(self, row:sqlite3.Row, allow_lazy:bool=True) -> MessageDbRow:
+164		try:
+165			message = AgentMessage.model_validate_json(
+166					row['json'],
+167					context={"require_file_exists": not allow_lazy}
+168				)
+169		except ValidationError as e:
+170			if allow_lazy:
+171				message = AgentMessage(
+172					id="error",
+173					riddle={"context":str(e),"question":"Failed to load from Database!"}
+174				) 
+175			else:
+176				raise e
+177		
+178		return MessageDbRow(
+179			count=row['count'],
+180			sender=row['sender'],
+181			recipient=row['recipient'],
+182			time=int(datetime.strptime(row['time'], self._DB_TIME_FORMAT).timestamp()),
+183			message=message,
+184			processed=row['processed'],
+185			solution=row['solution']
+186		)
+187
+188	def by_count(self, count:int) -> MessageDbRow|None:
+189		with self.db:
+190			try:
+191				return self._create_row_object(
+192					self.db.execute("SELECT * FROM Messages WHERE count = ?", (count,)).fetchone()
+193				)
+194			except:
+195				return None
 

 
 
@@ -300,172 +300,173 @@
  27	def __init__(self):
  28		self.db = sqlite3.connect(
  29			os.path.join(PERSIST_PATH, 'messages.db'),
- 30			check_same_thread=False
- 31		)
- 32		self.db.row_factory = sqlite3.Row
- 33		atexit.register(lambda db : db.close(), self.db)
- 34
- 35		self.db_lock = Lock()
- 36
- 37		self._assure_tables()
- 38
- 39	def _assure_tables(self):
- 40		self.db_lock.acquire()
- 41		with self.db:
- 42			self.db.execute("""CREATE TABLE IF NOT EXISTS Messages ( 
- 43				count INTEGER PRIMARY KEY AUTOINCREMENT,
- 44				id TEXT, 
- 45				sender TEXT,
- 46			 	recipient TEXT,
- 47				time TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
- 48				json BLOB,
- 49				processed BOOL DEFAULT FALSE,
- 50				solution BOOL DEFAULT NULL
- 51			)""")
- 52		self.db_lock.release()
- 53
- 54	@validate_call
- 55	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False ) -> int:
- 56		self.db_lock.acquire()
- 57		with self.db:
- 58			self.db.execute(
- 59				"""INSERT INTO Messages (
- 60						id, sender, recipient, json, processed
- 61					) VALUES (
- 62						:id, :sender, :recipient, :json, :processed
- 63				)""", {
- 64					"id" : message.id,
- 65					"sender" : sender,
- 66					"recipient" : recipient,
- 67					"json" : message.model_dump_json(),
- 68					"processed" : processed
- 69				})
- 70			new_count = self.db.execute("SELECT LAST_INSERT_ROWID() as last").fetchone()
- 71		self.db_lock.release()
- 72
- 73		return new_count['last']
- 74
- 75	@validate_call
- 76	def set_processed(self, count:int, processed:bool=True) -> bool:
- 77		self.db_lock.acquire()
- 78		with self.db:
- 79			try:
- 80				self.db.execute("UPDATE Messages SET processed = ? WHERE count = ?", (processed, count))
- 81				return True
- 82			except:
- 83				return False
- 84			finally:
- 85				self.db_lock.release()
- 86
- 87	@validate_call
- 88	def set_solution(self, count:int, solution:bool) -> bool:
- 89		self.db_lock.acquire()
- 90		with self.db:
- 91			try:
- 92				self.db.execute("UPDATE Messages SET solution = ? WHERE count = ?", (solution, count))
- 93				return True
- 94			except:
- 95				return False
- 96			finally:
- 97				self.db_lock.release()
- 98
- 99	def __iter__(self) -> Generator[MessageDbRow, None, None]:
-100		yield from self.iterate()
-101
-102	@validate_call
-103	def iterate(self,
-104		id:str|None=None, sender:str|None=None, recipient:str|None=None,
-105		processed:bool|None=None, solution:bool|None=None,
-106		time_after:int|None=None, time_before:int|None=None,
-107		limit:int=20, offset:int=0, _count_only:bool=False
-108	) -> Generator[MessageDbRow|int, None, None]:
-109		
-110		where = []
-111		params = {
-112			"lim": limit,
-113			"off": offset
-114		}
-115
-116		for v,n in (
-117				(id,'id'),
-118				(sender,'sender'), (recipient,'recipient'),
-119				(processed,'processed'), (solution,'solution')
-120			):
-121			if not v is None:
-122				where.append('{} = :{}'.format(n,n))
-123				params[n] = v
-124
-125		if time_after:
-126			where.append("time > :t_after")
-127			params['t_after'] = datetime.fromtimestamp(time_after).strftime(self._DB_TIME_FORMAT)
-128
-129		if time_before:
-130			where.append("time < :t_before")
-131			params['t_before'] = datetime.fromtimestamp(time_before).strftime(self._DB_TIME_FORMAT)
-132
-133		if len(where) > 0:
-134			where_clause = "WHERE " + (' AND '.join(where))
-135		else:
-136			where_clause = ""
-137
-138		with self.db:
-139			if _count_only:
-140				count = self.db.execute(
-141					"SELECT COUNT(*) as count FROM Messages {}".format(where_clause),
-142					params
-143				).fetchone()
-144
-145				yield count['count']
-146			else:
-147				for row in self.db.execute(
-148					"SELECT * FROM Messages {} ORDER BY time DESC, count DESC LIMIT :lim OFFSET :off".format(where_clause),
-149					params
-150				):
-151					yield self._create_row_object(row, allow_lazy=True)
-152
-153	def __len__(self) -> int:
-154		return self.len()
-155
-156	def len(self, **kwargs) -> int:
-157		"""
-158			See `DB.iterate` for possible values of `kwargs`.
-159		"""
-160		kwargs['_count_only'] = True
-161		return next(self.iterate(**kwargs))
-162
-163	def _create_row_object(self, row:sqlite3.Row, allow_lazy:bool=True) -> MessageDbRow:
-164		try:
-165			message = AgentMessage.model_validate_json(
-166					row['json'],
-167					context={"require_file_exists": not allow_lazy}
-168				)
-169		except ValidationError as e:
-170			if allow_lazy:
-171				message = AgentMessage(
-172					id="error",
-173					riddle={"context":str(e),"question":"Failed to load from Database!"}
-174				) 
-175			else:
-176				raise e
-177		
-178		return MessageDbRow(
-179			count=row['count'],
-180			sender=row['sender'],
-181			recipient=row['recipient'],
-182			time=int(datetime.strptime(row['time'], self._DB_TIME_FORMAT).timestamp()),
-183			message=message,
-184			processed=row['processed'],
-185			solution=row['solution']
-186		)
-187
-188	def by_count(self, count:int) -> MessageDbRow|None:
-189		with self.db:
-190			try:
-191				return self._create_row_object(
-192					self.db.execute("SELECT * FROM Messages WHERE count = ?", (count,)).fetchone()
-193				)
-194			except:
-195				return None
+ 30			check_same_thread=False,
+ 31			autocommit=False
+ 32		)
+ 33		self.db.row_factory = sqlite3.Row
+ 34		atexit.register(lambda db : db.close(), self.db)
+ 35
+ 36		self.db_lock = Lock()
+ 37
+ 38		self._assure_tables()
+ 39
+ 40	def _assure_tables(self):
+ 41		self.db_lock.acquire()
+ 42		with self.db:
+ 43			self.db.execute("""CREATE TABLE IF NOT EXISTS Messages ( 
+ 44				count INTEGER PRIMARY KEY AUTOINCREMENT,
+ 45				id TEXT, 
+ 46				sender TEXT,
+ 47			 	recipient TEXT,
+ 48				time TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+ 49				json BLOB,
+ 50				processed BOOL DEFAULT FALSE,
+ 51				solution BOOL DEFAULT NULL
+ 52			)""")
+ 53		self.db_lock.release()
+ 54
+ 55	@validate_call
+ 56	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False ) -> int:
+ 57		self.db_lock.acquire()
+ 58		with self.db:
+ 59			self.db.execute(
+ 60				"""INSERT INTO Messages (
+ 61						id, sender, recipient, json, processed
+ 62					) VALUES (
+ 63						:id, :sender, :recipient, :json, :processed
+ 64				)""", {
+ 65					"id" : message.id,
+ 66					"sender" : sender,
+ 67					"recipient" : recipient,
+ 68					"json" : message.model_dump_json(),
+ 69					"processed" : processed
+ 70				})
+ 71			new_count = self.db.execute("SELECT LAST_INSERT_ROWID() as last").fetchone()
+ 72		self.db_lock.release()
+ 73
+ 74		return new_count['last']
+ 75
+ 76	@validate_call
+ 77	def set_processed(self, count:int, processed:bool=True) -> bool:
+ 78		self.db_lock.acquire()
+ 79		with self.db:
+ 80			try:
+ 81				self.db.execute("UPDATE Messages SET processed = ? WHERE count = ?", (processed, count))
+ 82				return True
+ 83			except:
+ 84				return False
+ 85			finally:
+ 86				self.db_lock.release()
+ 87
+ 88	@validate_call
+ 89	def set_solution(self, count:int, solution:bool) -> bool:
+ 90		self.db_lock.acquire()
+ 91		with self.db:
+ 92			try:
+ 93				self.db.execute("UPDATE Messages SET solution = ? WHERE count = ?", (solution, count))
+ 94				return True
+ 95			except:
+ 96				return False
+ 97			finally:
+ 98				self.db_lock.release()
+ 99
+100	def __iter__(self) -> Generator[MessageDbRow, None, None]:
+101		yield from self.iterate()
+102
+103	@validate_call
+104	def iterate(self,
+105		id:str|None=None, sender:str|None=None, recipient:str|None=None,
+106		processed:bool|None=None, solution:bool|None=None,
+107		time_after:int|None=None, time_before:int|None=None,
+108		limit:int=20, offset:int=0, _count_only:bool=False
+109	) -> Generator[MessageDbRow|int, None, None]:
+110		
+111		where = []
+112		params = {
+113			"lim": limit,
+114			"off": offset
+115		}
+116
+117		for v,n in (
+118				(id,'id'),
+119				(sender,'sender'), (recipient,'recipient'),
+120				(processed,'processed'), (solution,'solution')
+121			):
+122			if not v is None:
+123				where.append('{} = :{}'.format(n,n))
+124				params[n] = v
+125
+126		if time_after:
+127			where.append("time > :t_after")
+128			params['t_after'] = datetime.fromtimestamp(time_after).strftime(self._DB_TIME_FORMAT)
+129
+130		if time_before:
+131			where.append("time < :t_before")
+132			params['t_before'] = datetime.fromtimestamp(time_before).strftime(self._DB_TIME_FORMAT)
+133
+134		if len(where) > 0:
+135			where_clause = "WHERE " + (' AND '.join(where))
+136		else:
+137			where_clause = ""
+138
+139		with self.db:
+140			if _count_only:
+141				count = self.db.execute(
+142					"SELECT COUNT(*) as count FROM Messages {}".format(where_clause),
+143					params
+144				).fetchone()
+145
+146				yield count['count']
+147			else:
+148				for row in self.db.execute(
+149					"SELECT * FROM Messages {} ORDER BY time DESC, count DESC LIMIT :lim OFFSET :off".format(where_clause),
+150					params
+151				):
+152					yield self._create_row_object(row, allow_lazy=True)
+153
+154	def __len__(self) -> int:
+155		return self.len()
+156
+157	def len(self, **kwargs) -> int:
+158		"""
+159			See `DB.iterate` for possible values of `kwargs`.
+160		"""
+161		kwargs['_count_only'] = True
+162		return next(self.iterate(**kwargs))
+163
+164	def _create_row_object(self, row:sqlite3.Row, allow_lazy:bool=True) -> MessageDbRow:
+165		try:
+166			message = AgentMessage.model_validate_json(
+167					row['json'],
+168					context={"require_file_exists": not allow_lazy}
+169				)
+170		except ValidationError as e:
+171			if allow_lazy:
+172				message = AgentMessage(
+173					id="error",
+174					riddle={"context":str(e),"question":"Failed to load from Database!"}
+175				) 
+176			else:
+177				raise e
+178		
+179		return MessageDbRow(
+180			count=row['count'],
+181			sender=row['sender'],
+182			recipient=row['recipient'],
+183			time=int(datetime.strptime(row['time'], self._DB_TIME_FORMAT).timestamp()),
+184			message=message,
+185			processed=row['processed'],
+186			solution=row['solution']
+187		)
+188
+189	def by_count(self, count:int) -> MessageDbRow|None:
+190		with self.db:
+191			try:
+192				return self._create_row_object(
+193					self.db.execute("SELECT * FROM Messages WHERE count = ?", (count,)).fetchone()
+194				)
+195			except:
+196				return None
 

 
 
@@ -505,26 +506,26 @@
- 
54	@validate_call
-55	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False ) -> int:
-56		self.db_lock.acquire()
-57		with self.db:
-58			self.db.execute(
-59				"""INSERT INTO Messages (
-60						id, sender, recipient, json, processed
-61					) VALUES (
-62						:id, :sender, :recipient, :json, :processed
-63				)""", {
-64					"id" : message.id,
-65					"sender" : sender,
-66					"recipient" : recipient,
-67					"json" : message.model_dump_json(),
-68					"processed" : processed
-69				})
-70			new_count = self.db.execute("SELECT LAST_INSERT_ROWID() as last").fetchone()
-71		self.db_lock.release()
-72
-73		return new_count['last']
+            
55	@validate_call
+56	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False ) -> int:
+57		self.db_lock.acquire()
+58		with self.db:
+59			self.db.execute(
+60				"""INSERT INTO Messages (
+61						id, sender, recipient, json, processed
+62					) VALUES (
+63						:id, :sender, :recipient, :json, :processed
+64				)""", {
+65					"id" : message.id,
+66					"sender" : sender,
+67					"recipient" : recipient,
+68					"json" : message.model_dump_json(),
+69					"processed" : processed
+70				})
+71			new_count = self.db.execute("SELECT LAST_INSERT_ROWID() as last").fetchone()
+72		self.db_lock.release()
+73
+74		return new_count['last']
 

 
 
@@ -543,17 +544,17 @@
- 
75	@validate_call
-76	def set_processed(self, count:int, processed:bool=True) -> bool:
-77		self.db_lock.acquire()
-78		with self.db:
-79			try:
-80				self.db.execute("UPDATE Messages SET processed = ? WHERE count = ?", (processed, count))
-81				return True
-82			except:
-83				return False
-84			finally:
-85				self.db_lock.release()
+            
76	@validate_call
+77	def set_processed(self, count:int, processed:bool=True) -> bool:
+78		self.db_lock.acquire()
+79		with self.db:
+80			try:
+81				self.db.execute("UPDATE Messages SET processed = ? WHERE count = ?", (processed, count))
+82				return True
+83			except:
+84				return False
+85			finally:
+86				self.db_lock.release()
 

 
 
@@ -572,17 +573,17 @@
- 
87	@validate_call
-88	def set_solution(self, count:int, solution:bool) -> bool:
-89		self.db_lock.acquire()
-90		with self.db:
-91			try:
-92				self.db.execute("UPDATE Messages SET solution = ? WHERE count = ?", (solution, count))
-93				return True
-94			except:
-95				return False
-96			finally:
-97				self.db_lock.release()
+            
88	@validate_call
+89	def set_solution(self, count:int, solution:bool) -> bool:
+90		self.db_lock.acquire()
+91		with self.db:
+92			try:
+93				self.db.execute("UPDATE Messages SET solution = ? WHERE count = ?", (solution, count))
+94				return True
+95			except:
+96				return False
+97			finally:
+98				self.db_lock.release()
 

 
 
@@ -601,56 +602,56 @@
- 
102	@validate_call
-103	def iterate(self,
-104		id:str|None=None, sender:str|None=None, recipient:str|None=None,
-105		processed:bool|None=None, solution:bool|None=None,
-106		time_after:int|None=None, time_before:int|None=None,
-107		limit:int=20, offset:int=0, _count_only:bool=False
-108	) -> Generator[MessageDbRow|int, None, None]:
-109		
-110		where = []
-111		params = {
-112			"lim": limit,
-113			"off": offset
-114		}
-115
-116		for v,n in (
-117				(id,'id'),
-118				(sender,'sender'), (recipient,'recipient'),
-119				(processed,'processed'), (solution,'solution')
-120			):
-121			if not v is None:
-122				where.append('{} = :{}'.format(n,n))
-123				params[n] = v
-124
-125		if time_after:
-126			where.append("time > :t_after")
-127			params['t_after'] = datetime.fromtimestamp(time_after).strftime(self._DB_TIME_FORMAT)
-128
-129		if time_before:
-130			where.append("time < :t_before")
-131			params['t_before'] = datetime.fromtimestamp(time_before).strftime(self._DB_TIME_FORMAT)
-132
-133		if len(where) > 0:
-134			where_clause = "WHERE " + (' AND '.join(where))
-135		else:
-136			where_clause = ""
-137
-138		with self.db:
-139			if _count_only:
-140				count = self.db.execute(
-141					"SELECT COUNT(*) as count FROM Messages {}".format(where_clause),
-142					params
-143				).fetchone()
-144
-145				yield count['count']
-146			else:
-147				for row in self.db.execute(
-148					"SELECT * FROM Messages {} ORDER BY time DESC, count DESC LIMIT :lim OFFSET :off".format(where_clause),
-149					params
-150				):
-151					yield self._create_row_object(row, allow_lazy=True)
+            
103	@validate_call
+104	def iterate(self,
+105		id:str|None=None, sender:str|None=None, recipient:str|None=None,
+106		processed:bool|None=None, solution:bool|None=None,
+107		time_after:int|None=None, time_before:int|None=None,
+108		limit:int=20, offset:int=0, _count_only:bool=False
+109	) -> Generator[MessageDbRow|int, None, None]:
+110		
+111		where = []
+112		params = {
+113			"lim": limit,
+114			"off": offset
+115		}
+116
+117		for v,n in (
+118				(id,'id'),
+119				(sender,'sender'), (recipient,'recipient'),
+120				(processed,'processed'), (solution,'solution')
+121			):
+122			if not v is None:
+123				where.append('{} = :{}'.format(n,n))
+124				params[n] = v
+125
+126		if time_after:
+127			where.append("time > :t_after")
+128			params['t_after'] = datetime.fromtimestamp(time_after).strftime(self._DB_TIME_FORMAT)
+129
+130		if time_before:
+131			where.append("time < :t_before")
+132			params['t_before'] = datetime.fromtimestamp(time_before).strftime(self._DB_TIME_FORMAT)
+133
+134		if len(where) > 0:
+135			where_clause = "WHERE " + (' AND '.join(where))
+136		else:
+137			where_clause = ""
+138
+139		with self.db:
+140			if _count_only:
+141				count = self.db.execute(
+142					"SELECT COUNT(*) as count FROM Messages {}".format(where_clause),
+143					params
+144				).fetchone()
+145
+146				yield count['count']
+147			else:
+148				for row in self.db.execute(
+149					"SELECT * FROM Messages {} ORDER BY time DESC, count DESC LIMIT :lim OFFSET :off".format(where_clause),
+150					params
+151				):
+152					yield self._create_row_object(row, allow_lazy=True)
 

 
 
@@ -668,12 +669,12 @@
- 
156	def len(self, **kwargs) -> int:
-157		"""
-158			See `DB.iterate` for possible values of `kwargs`.
-159		"""
-160		kwargs['_count_only'] = True
-161		return next(self.iterate(**kwargs))
+            
157	def len(self, **kwargs) -> int:
+158		"""
+159			See `DB.iterate` for possible values of `kwargs`.
+160		"""
+161		kwargs['_count_only'] = True
+162		return next(self.iterate(**kwargs))
 

 
 
@@ -693,14 +694,14 @@
- 
188	def by_count(self, count:int) -> MessageDbRow|None:
-189		with self.db:
-190			try:
-191				return self._create_row_object(
-192					self.db.execute("SELECT * FROM Messages WHERE count = ?", (count,)).fetchone()
-193				)
-194			except:
-195				return None
+            
189	def by_count(self, count:int) -> MessageDbRow|None:
+190		with self.db:
+191			try:
+192				return self._create_row_object(
+193					self.db.execute("SELECT * FROM Messages WHERE count = ?", (count,)).fetchone()
+194				)
+195			except:
+196				return None
 

 
 
diff --git a/web/public/docs/ums/management/process.html b/web/public/docs/ums/management/process.html
index 302e6c1..2d68e41 100644
--- a/web/public/docs/ums/management/process.html
+++ b/web/public/docs/ums/management/process.html
@@ -47,6 +47,9 @@
                         
  • 
                                 REQUIRE_FULL_EXTRACT
                         
    • 
+                        
  • 
+                                REQUIRE_FULL_SOLVE
+                        
    • 
                         
  • 
                                 MANAGEMENT_URL
                         
    • 
@@ -109,7 +112,7 @@
      15from fastapi import BackgroundTasks
  16
  17from ums.management.db import DB
- 18from ums.utils import AgentMessage, AgentResponse, logger, RiddleData
+ 18from ums.utils import AgentMessage, AgentResponse, logger, RiddleData, RiddleSolution
  19
  20class MessageProcessor():
  21
@@ -117,202 +120,249 @@
  23	MESSAGE_MAX_CONTACTS = int(os.environ.get('MESSAGE_MAX_CONTACTS', 100))
  24
  25	REQUIRE_FULL_EXTRACT = os.environ.get('REQUIRE_FULL_EXTRACT', 'false').lower() == 'true'
- 26
- 27	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
- 28	
- 29	AGENTS_PROCESS = tuple(map(
- 30		lambda s:s.strip().strip('/'),
- 31		os.environ.get('AGENTS_PROCESS', '').split(',')
- 32	))
- 33	AGENTS_SOLVE = tuple(map(
- 34		lambda s:s.strip().strip('/'),
- 35		os.environ.get('AGENTS_SOLVE', '').split(',')
- 36	))
- 37	AGENTS_GATEKEEPER = tuple(map(
- 38		lambda s:s.strip().strip('/'),
- 39		os.environ.get('AGENTS_GATEKEEPER', '').split(',')
- 40	))
- 41
- 42	def __init__(self, db:DB):
- 43		self.db = db
- 44		self.management_name = self._get_name(self.MANAGEMENT_URL)
- 45
- 46		if len(self.AGENTS_PROCESS) == 0:
- 47			logger.warning(f"Not Process Agent (AGENTS_PROCESS) found, this may be a problem!")
- 48		if len(self.AGENTS_SOLVE) == 0:
- 49			logger.warning(f"Not Solve Agent (AGENTS_SOLVE) found, this may be a problem!")
- 50		if len(self.AGENTS_GATEKEEPER) == 0:
- 51			logger.warning(f"Not Gatekeeper Agent (AGENTS_GATEKEEPER) found, this may be a problem!")
- 52
- 53	def _get_name(self, url:str) -> str:
- 54		m = re.match(r'^https?://([^:]*)(?::(\d+))?$', url)
- 55		return "unknown" if m == None else m.group(1)
- 56
- 57	def new_message(self,
- 58		sender:str, receiver:str, message:AgentMessage,
- 59		background_tasks: BackgroundTasks
- 60	) -> AgentResponse:
- 61
- 62		try:
- 63			db_count = self.db.add_message(sender, receiver, message)
- 64			background_tasks.add_task(self._process_message, db_count)
- 65
- 66			return AgentResponse(
- 67				count=db_count,
- 68				msg="Added message to queue"
- 69			)
- 70		except Exception as e:
- 71			return AgentResponse(
- 72				count=-1,
- 73				error=True,
- 74				error_msg=str(e)
- 75			)
- 76
- 77	def _process_message(self, count:int, ignore_processed:bool=False):
- 78		db_message = self.db.by_count(count)
- 79
- 80		if db_message.processed and not ignore_processed:
- 81			# do not process processed messages again
- 82			return
- 83		
- 84		# now message processed!
- 85		self.db.set_processed(count=count, processed=True)
- 86		
- 87		# increment contacts counter
- 88		db_message.message.contacts += 1
- 89		if db_message.message.contacts > self.MESSAGE_MAX_CONTACTS:
- 90			logger.warning(f"Message reached max number of contacts! {db_message.message.id}, {count}")
- 91			return
- 92		
- 93		# combine different extractions in data items
- 94		#	will update items in `db_message.message.data`
- 95		fully_extracted = self._add_extractions(db_message.message.id, db_message.message.data)
- 96		if (self.REQUIRE_FULL_EXTRACT and not fully_extracted) \
- 97			and not (db_message.message.status.extract.required and not db_message.message.status.extract.finished):
- 98			logger.warning(f"Postpone message, wait for full extract of items! {db_message.message.id}, {count}")
+ 26	REQUIRE_FULL_SOLVE = os.environ.get('REQUIRE_FULL_SOLVE', 'false').lower() == 'true'
+ 27
+ 28	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
+ 29	
+ 30	AGENTS_PROCESS = tuple(map(
+ 31		lambda s:s.strip().strip('/'),
+ 32		os.environ.get('AGENTS_PROCESS', '').split(',')
+ 33	))
+ 34	AGENTS_SOLVE = tuple(map(
+ 35		lambda s:s.strip().strip('/'),
+ 36		os.environ.get('AGENTS_SOLVE', '').split(',')
+ 37	))
+ 38	AGENTS_GATEKEEPER = tuple(map(
+ 39		lambda s:s.strip().strip('/'),
+ 40		os.environ.get('AGENTS_GATEKEEPER', '').split(',')
+ 41	))
+ 42
+ 43	def __init__(self, db:DB):
+ 44		self.db = db
+ 45		self.management_name = self._get_name(self.MANAGEMENT_URL)
+ 46
+ 47		if len(self.AGENTS_PROCESS) == 0:
+ 48			logger.warning(f"Not Process Agent (AGENTS_PROCESS) found, this may be a problem!")
+ 49		if len(self.AGENTS_SOLVE) == 0:
+ 50			logger.warning(f"Not Solve Agent (AGENTS_SOLVE) found, this may be a problem!")
+ 51		if len(self.AGENTS_GATEKEEPER) == 0:
+ 52			logger.warning(f"Not Gatekeeper Agent (AGENTS_GATEKEEPER) found, this may be a problem!")
+ 53
+ 54	def _get_name(self, url:str) -> str:
+ 55		m = re.match(r'^https?://([^:]*)(?::(\d+))?$', url)
+ 56		return "unknown" if m == None else m.group(1)
+ 57
+ 58	def new_message(self,
+ 59		sender:str, receiver:str, message:AgentMessage,
+ 60		background_tasks: BackgroundTasks
+ 61	) -> AgentResponse:
+ 62
+ 63		try:
+ 64			db_count = self.db.add_message(sender, receiver, message)
+ 65			background_tasks.add_task(self._process_message, db_count)
+ 66
+ 67			return AgentResponse(
+ 68				count=db_count,
+ 69				msg="Added message to queue"
+ 70			)
+ 71		except Exception as e:
+ 72			return AgentResponse(
+ 73				count=-1,
+ 74				error=True,
+ 75				error_msg=str(e)
+ 76			)
+ 77
+ 78	def _process_message(self, count:int, ignore_processed:bool=False):
+ 79		db_message = self.db.by_count(count)
+ 80
+ 81		if db_message.processed and not ignore_processed:
+ 82			# do not process processed messages again
+ 83			return
+ 84		
+ 85		# now message processed!
+ 86		self.db.set_processed(count=count, processed=True)
+ 87		
+ 88		# increment contacts counter
+ 89		db_message.message.contacts += 1
+ 90		if db_message.message.contacts > self.MESSAGE_MAX_CONTACTS:
+ 91			logger.warning(f"Message reached max number of contacts! {db_message.message.id}, {count}")
+ 92			return
+ 93		
+ 94		# check which step/ state the message requires the management to do
+ 95		# -> IF
+ 96		if db_message.message.status.extract.required and not db_message.message.status.extract.finished:
+ 97			# send to extract agents
+ 98			self._send_messages(self.AGENTS_PROCESS, db_message.message)
  99			return
-100
-101		# check which step/ state the message requires the management to do
-102		if db_message.message.status.extract.required and not db_message.message.status.extract.finished:
-103			# send to extract agents
-104			self._send_messages(self.AGENTS_PROCESS, db_message.message)
-105
-106		elif db_message.message.status.solve.required and not db_message.message.status.solve.finished:
-107			# send to solve agents
-108			self._send_messages(self.AGENTS_SOLVE, db_message.message)
-109			
-110		elif db_message.message.status.validate.required and not db_message.message.status.validate.finished:
-111			# send to solve agents
-112			self._send_messages(self.AGENTS_GATEKEEPER, db_message.message)
+100		
+101		# combine different extractions in data items
+102		#	will update items in `db_message.message.data`
+103		fully_extracted = self._add_extractions(db_message.message.id, db_message.message.data)
+104		if self.REQUIRE_FULL_EXTRACT and not fully_extracted:
+105			logger.warning(f"Postpone message, wait for full extract of items! {db_message.message.id}, {count}")
+106			return
+107
+108		# -> EL IF
+109		if db_message.message.status.solve.required and not db_message.message.status.solve.finished:
+110			# send to solve agents
+111			self._send_messages(self.AGENTS_SOLVE, db_message.message)
+112			return
 113
-114		else: # all steps "done"
-115
-116			# validate not required? (then solved will never be set to true, thus set it here)
-117			if not db_message.message.status.validate.required:
-118				db_message.message.status.solved = True
-119
-120			if db_message.message.status.solved:
-121				# yay, message is solved
-122				self.db.set_solution(count=count, solution=True);
-123			else:
-124				# not solved, but all steps done
-125				self.db.set_solution(count=count, solution=False);
-126		
-127				# try again
-128				self._do_again(db_message.message)
+114		# combine different solutions
+115		#	will add solutions received before to `db_message.message.solution`
+116		fully_solved = self._add_solutions(db_message.message.id, db_message.message.solution, db_message.message.status.trial)
+117		if self.REQUIRE_FULL_SOLVE and not fully_solved:
+118			logger.warning(f"Postpone message, wait for all solutions of riddle! {db_message.message.id}, {count}")
+119			return
+120
+121		# -> EL IF	
+122		if db_message.message.status.validate.required and not db_message.message.status.validate.finished:
+123			# send to solve agents
+124			self._send_messages(self.AGENTS_GATEKEEPER, db_message.message)
+125			return
+126
+127		# -> ELSE
+128		# all steps "done"
 129
-130	def _hash_data(self, d:RiddleData) -> int:
-131		return hash((d.file_plain, d.type, d.prompt))
-132
-133	def _add_extractions(self, riddle_id:str, data:List[RiddleData]) -> bool:
-134		
-135		# get all the data items without extraction
-136		empty_data = {}
-137		for i, d in enumerate(data):
-138			if d.file_extracted is None:
-139				empty_data[self._hash_data(d)] = i
-140
-141		# search db for extractions already available
-142		for row in self.db.iterate(
-143			id=riddle_id,
-144			limit=min(self.db.len(id=riddle_id), 250)
-145		):
-146			# check for required extraction
-147			for d in row.message.data:
-148				# already extracted ? 
-149				#	extraction file exists ?
-150				#	one of the items, we do not have extractions for ?
-151				#	the same data item ?
-152				if not d.file_extracted is None \
-153					and not d.file_extracted.startswith("missing:") \
-154					and self._hash_data(d) in empty_data:
-155						# copy the reference to the extracted data
-156						data[empty_data[self._hash_data(d)]].file_extracted = d.file_extracted
-157						# remove from items we need extracted data for
-158						del empty_data[self._hash_data(d)]
-159
-160			# break if all extractions found
-161			if len(empty_data) == 0:
-162				break
-163
-164		return len(empty_data) == 0 # fully extracted
-165
-166	def _do_again(self, message:AgentMessage):
-167		if message.status.trial < self.SOLUTION_MAX_TRIALS:
-168			# try again, recycle message
-169
-170			# require steps again
-171			if message.status.extract.required:
-172				message.status.extract.finished = False 
-173			if message.status.solve.required:
-174				message.status.solve.finished = False 
-175			if message.status.validate.required:
-176				message.status.validate.finished = False
-177
-178			# increment trial
-179			message.status.trial += 1
-180
-181			# append current solution als old one
-182			if not message.solution is None:
-183				message.riddle.solutions_before.append(
-184					message.solution
-185				)
-186				# reset current solution
-187				message.solution = None
-188
-189			# add the riddle as new to management
-190			self._send_message(self.MANAGEMENT_URL, message)
-191
-192		else:
-193			logger.info(f"Unsolved riddle after max number of trials: {message.id}")
-194
-195	def _send_messages(self, recipients:List[str], message:AgentMessage) -> bool:
-196		ok  = True
-197		for r in recipients:
-198			ok = ok and self._send_message(r, message)
-199		return ok
-200
-201	def _send_message(self, recipient:str, message:AgentMessage) -> bool:
-202		db_count = self.db.add_message(
-203			sender=self.management_name,
-204			recipient=self._get_name(recipient),
-205			message=message,
-206			processed=False
-207		)
-208
-209		r = requests.post(
-210			"{}/message".format(recipient),
-211			data=message.model_dump_json(),
-212			headers={"accept" : "application/json", "content-type" : "application/json"}
-213		)
-214
-215		if r.status_code == 200:
-216			self.db.set_processed(db_count, processed=True)
-217			return True
-218		else:
-219			logger.warning(f"Error sending message to: {recipient} {(r.text, r.headers)}")
-220			return False
-221			
+130		# validate not required? (then solved will never be set to true, thus set it here)
+131		if not db_message.message.status.validate.required:
+132			db_message.message.status.solved = True
+133
+134		if db_message.message.status.solved:
+135			# yay, message is solved
+136			self.db.set_solution(count=count, solution=True);
+137		else:
+138			# not solved, but all steps done
+139			self.db.set_solution(count=count, solution=False);
+140	
+141			# try again
+142			self._do_again(db_message.message)
+143
+144	def _hash_solution(self, s:RiddleSolution) -> int:
+145		return hash((s.solution, s.explanation, tuple((d.file_plain, d.type) for d in s.used_data)))
+146	
+147	def _add_solutions(self, riddle_id:str, solution:List[RiddleSolution], trial:int) -> bool:
+148		# do not do anything, if all solutions available
+149		if len(solution) >= len(self.AGENTS_SOLVE):
+150			return True
+151		
+152		contained = set(self._hash_solution(s) for s in solution)
+153		
+154		# search db for solutions from before 
+155		for row in self.db.iterate(
+156			id=riddle_id,
+157			limit=min(self.db.len(id=riddle_id), 250)
+158		):
+159			# make sure to only use solutions from same "trial"
+160			if row.message.status.trial == trial:
+161				for s in row.message.solution:
+162					h = self._hash_solution(s)
+163					if h not in contained:
+164						# add the 'new' solution
+165						solution.append(s)
+166						contained.add(h)
+167
+168			# all solutions found ?
+169			if len(solution) >= len(self.AGENTS_SOLVE):
+170				break
+171
+172		return len(solution) >= len(self.AGENTS_SOLVE)
+173	
+174	def _hash_data(self, d:RiddleData) -> int:
+175		return hash((d.file_plain, d.type, d.prompt))
+176
+177	def _add_extractions(self, riddle_id:str, data:List[RiddleData]) -> bool:
+178		# get all the data items without extraction
+179		empty_data = {}
+180		for i, d in enumerate(data):
+181			if d.file_extracted is None:
+182				empty_data[self._hash_data(d)] = i
+183		
+184		# do not do anything if fully extracted
+185		if len(empty_data) == 0:
+186			return True
+187
+188		# search db for extractions already available
+189		for row in self.db.iterate(
+190			id=riddle_id,
+191			limit=min(self.db.len(id=riddle_id), 250)
+192		):
+193			# check for required extraction
+194			for d in row.message.data:
+195				# already extracted ? 
+196				#	extraction file exists ?
+197				#	one of the items, we do not have extractions for ?
+198				#	the same data item ?
+199				if not d.file_extracted is None \
+200					and not d.file_extracted.startswith("missing:") \
+201					and self._hash_data(d) in empty_data:
+202						# copy the reference to the extracted data
+203						data[empty_data[self._hash_data(d)]].file_extracted = d.file_extracted
+204						# remove from items we need extracted data for
+205						del empty_data[self._hash_data(d)]
+206
+207			# break if all extractions found
+208			if len(empty_data) == 0:
+209				break
+210
+211		return len(empty_data) == 0 # fully extracted
+212
+213	def _do_again(self, message:AgentMessage):
+214		if message.status.trial < self.SOLUTION_MAX_TRIALS:
+215			# try again, recycle message
+216
+217			# require steps again
+218			if message.status.extract.required:
+219				message.status.extract.finished = False 
+220			if message.status.solve.required:
+221				message.status.solve.finished = False 
+222			if message.status.validate.required:
+223				message.status.validate.finished = False
+224
+225			# increment trial
+226			message.status.trial += 1
+227
+228			# append current solution(s) als old one(s)
+229			if len(message.solution) > 0:
+230				message.riddle.solutions_before.extend(
+231					message.solution
+232				)
+233				# reset current solution
+234				message.solution = []
+235
+236			# add the riddle as new to management
+237			self._send_message(self.MANAGEMENT_URL, message)
+238
+239		else:
+240			logger.info(f"Unsolved riddle after max number of trials: {message.id}")
+241
+242	def _send_messages(self, recipients:List[str], message:AgentMessage) -> bool:
+243		ok  = True
+244		for r in recipients:
+245			ok = ok and self._send_message(r, message)
+246		return ok
+247
+248	def _send_message(self, recipient:str, message:AgentMessage) -> bool:
+249		db_count = self.db.add_message(
+250			sender=self.management_name,
+251			recipient=self._get_name(recipient),
+252			message=message,
+253			processed=False
+254		)
+255
+256		r = requests.post(
+257			"{}/message".format(recipient),
+258			data=message.model_dump_json(),
+259			headers={"accept" : "application/json", "content-type" : "application/json"}
+260		)
+261
+262		if r.status_code == 200:
+263			self.db.set_processed(db_count, processed=True)
+264			return True
+265		else:
+266			logger.warning(f"Error sending message to: {recipient} {(r.text, r.headers)}")
+267			return False
+268
    @@ -334,201 +384,248 @@ 24 MESSAGE_MAX_CONTACTS = int(os.environ.get('MESSAGE_MAX_CONTACTS', 100)) 25 26 REQUIRE_FULL_EXTRACT = os.environ.get('REQUIRE_FULL_EXTRACT', 'false').lower() == 'true' - 27 - 28 MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/') - 29 - 30 AGENTS_PROCESS = tuple(map( - 31 lambda s:s.strip().strip('/'), - 32 os.environ.get('AGENTS_PROCESS', '').split(',') - 33 )) - 34 AGENTS_SOLVE = tuple(map( - 35 lambda s:s.strip().strip('/'), - 36 os.environ.get('AGENTS_SOLVE', '').split(',') - 37 )) - 38 AGENTS_GATEKEEPER = tuple(map( - 39 lambda s:s.strip().strip('/'), - 40 os.environ.get('AGENTS_GATEKEEPER', '').split(',') - 41 )) - 42 - 43 def __init__(self, db:DB): - 44 self.db = db - 45 self.management_name = self._get_name(self.MANAGEMENT_URL) - 46 - 47 if len(self.AGENTS_PROCESS) == 0: - 48 logger.warning(f"Not Process Agent (AGENTS_PROCESS) found, this may be a problem!") - 49 if len(self.AGENTS_SOLVE) == 0: - 50 logger.warning(f"Not Solve Agent (AGENTS_SOLVE) found, this may be a problem!") - 51 if len(self.AGENTS_GATEKEEPER) == 0: - 52 logger.warning(f"Not Gatekeeper Agent (AGENTS_GATEKEEPER) found, this may be a problem!") - 53 - 54 def _get_name(self, url:str) -> str: - 55 m = re.match(r'^https?://([^:]*)(?::(\d+))?$', url) - 56 return "unknown" if m == None else m.group(1) - 57 - 58 def new_message(self, - 59 sender:str, receiver:str, message:AgentMessage, - 60 background_tasks: BackgroundTasks - 61 ) -> AgentResponse: - 62 - 63 try: - 64 db_count = self.db.add_message(sender, receiver, message) - 65 background_tasks.add_task(self._process_message, db_count) - 66 - 67 return AgentResponse( - 68 count=db_count, - 69 msg="Added message to queue" - 70 ) - 71 except Exception as e: - 72 return AgentResponse( - 73 count=-1, - 74 error=True, - 75 error_msg=str(e) - 76 ) - 77 - 78 def _process_message(self, count:int, ignore_processed:bool=False): - 79 db_message = self.db.by_count(count) - 80 - 81 if db_message.processed and not ignore_processed: - 82 # do not process processed messages again - 83 return - 84 - 85 # now message processed! - 86 self.db.set_processed(count=count, processed=True) - 87 - 88 # increment contacts counter - 89 db_message.message.contacts += 1 - 90 if db_message.message.contacts > self.MESSAGE_MAX_CONTACTS: - 91 logger.warning(f"Message reached max number of contacts! {db_message.message.id}, {count}") - 92 return - 93 - 94 # combine different extractions in data items - 95 # will update items in `db_message.message.data` - 96 fully_extracted = self._add_extractions(db_message.message.id, db_message.message.data) - 97 if (self.REQUIRE_FULL_EXTRACT and not fully_extracted) \ - 98 and not (db_message.message.status.extract.required and not db_message.message.status.extract.finished): - 99 logger.warning(f"Postpone message, wait for full extract of items! {db_message.message.id}, {count}") + 27 REQUIRE_FULL_SOLVE = os.environ.get('REQUIRE_FULL_SOLVE', 'false').lower() == 'true' + 28 + 29 MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/') + 30 + 31 AGENTS_PROCESS = tuple(map( + 32 lambda s:s.strip().strip('/'), + 33 os.environ.get('AGENTS_PROCESS', '').split(',') + 34 )) + 35 AGENTS_SOLVE = tuple(map( + 36 lambda s:s.strip().strip('/'), + 37 os.environ.get('AGENTS_SOLVE', '').split(',') + 38 )) + 39 AGENTS_GATEKEEPER = tuple(map( + 40 lambda s:s.strip().strip('/'), + 41 os.environ.get('AGENTS_GATEKEEPER', '').split(',') + 42 )) + 43 + 44 def __init__(self, db:DB): + 45 self.db = db + 46 self.management_name = self._get_name(self.MANAGEMENT_URL) + 47 + 48 if len(self.AGENTS_PROCESS) == 0: + 49 logger.warning(f"Not Process Agent (AGENTS_PROCESS) found, this may be a problem!") + 50 if len(self.AGENTS_SOLVE) == 0: + 51 logger.warning(f"Not Solve Agent (AGENTS_SOLVE) found, this may be a problem!") + 52 if len(self.AGENTS_GATEKEEPER) == 0: + 53 logger.warning(f"Not Gatekeeper Agent (AGENTS_GATEKEEPER) found, this may be a problem!") + 54 + 55 def _get_name(self, url:str) -> str: + 56 m = re.match(r'^https?://([^:]*)(?::(\d+))?$', url) + 57 return "unknown" if m == None else m.group(1) + 58 + 59 def new_message(self, + 60 sender:str, receiver:str, message:AgentMessage, + 61 background_tasks: BackgroundTasks + 62 ) -> AgentResponse: + 63 + 64 try: + 65 db_count = self.db.add_message(sender, receiver, message) + 66 background_tasks.add_task(self._process_message, db_count) + 67 + 68 return AgentResponse( + 69 count=db_count, + 70 msg="Added message to queue" + 71 ) + 72 except Exception as e: + 73 return AgentResponse( + 74 count=-1, + 75 error=True, + 76 error_msg=str(e) + 77 ) + 78 + 79 def _process_message(self, count:int, ignore_processed:bool=False): + 80 db_message = self.db.by_count(count) + 81 + 82 if db_message.processed and not ignore_processed: + 83 # do not process processed messages again + 84 return + 85 + 86 # now message processed! + 87 self.db.set_processed(count=count, processed=True) + 88 + 89 # increment contacts counter + 90 db_message.message.contacts += 1 + 91 if db_message.message.contacts > self.MESSAGE_MAX_CONTACTS: + 92 logger.warning(f"Message reached max number of contacts! {db_message.message.id}, {count}") + 93 return + 94 + 95 # check which step/ state the message requires the management to do + 96 # -> IF + 97 if db_message.message.status.extract.required and not db_message.message.status.extract.finished: + 98 # send to extract agents + 99 self._send_messages(self.AGENTS_PROCESS, db_message.message) 100 return -101 -102 # check which step/ state the message requires the management to do -103 if db_message.message.status.extract.required and not db_message.message.status.extract.finished: -104 # send to extract agents -105 self._send_messages(self.AGENTS_PROCESS, db_message.message) -106 -107 elif db_message.message.status.solve.required and not db_message.message.status.solve.finished: -108 # send to solve agents -109 self._send_messages(self.AGENTS_SOLVE, db_message.message) -110 -111 elif db_message.message.status.validate.required and not db_message.message.status.validate.finished: -112 # send to solve agents -113 self._send_messages(self.AGENTS_GATEKEEPER, db_message.message) +101 +102 # combine different extractions in data items +103 # will update items in `db_message.message.data` +104 fully_extracted = self._add_extractions(db_message.message.id, db_message.message.data) +105 if self.REQUIRE_FULL_EXTRACT and not fully_extracted: +106 logger.warning(f"Postpone message, wait for full extract of items! {db_message.message.id}, {count}") +107 return +108 +109 # -> EL IF +110 if db_message.message.status.solve.required and not db_message.message.status.solve.finished: +111 # send to solve agents +112 self._send_messages(self.AGENTS_SOLVE, db_message.message) +113 return 114 -115 else: # all steps "done" -116 -117 # validate not required? (then solved will never be set to true, thus set it here) -118 if not db_message.message.status.validate.required: -119 db_message.message.status.solved = True -120 -121 if db_message.message.status.solved: -122 # yay, message is solved -123 self.db.set_solution(count=count, solution=True); -124 else: -125 # not solved, but all steps done -126 self.db.set_solution(count=count, solution=False); -127 -128 # try again -129 self._do_again(db_message.message) +115 # combine different solutions +116 # will add solutions received before to `db_message.message.solution` +117 fully_solved = self._add_solutions(db_message.message.id, db_message.message.solution, db_message.message.status.trial) +118 if self.REQUIRE_FULL_SOLVE and not fully_solved: +119 logger.warning(f"Postpone message, wait for all solutions of riddle! {db_message.message.id}, {count}") +120 return +121 +122 # -> EL IF +123 if db_message.message.status.validate.required and not db_message.message.status.validate.finished: +124 # send to solve agents +125 self._send_messages(self.AGENTS_GATEKEEPER, db_message.message) +126 return +127 +128 # -> ELSE +129 # all steps "done" 130 -131 def _hash_data(self, d:RiddleData) -> int: -132 return hash((d.file_plain, d.type, d.prompt)) -133 -134 def _add_extractions(self, riddle_id:str, data:List[RiddleData]) -> bool: -135 -136 # get all the data items without extraction -137 empty_data = {} -138 for i, d in enumerate(data): -139 if d.file_extracted is None: -140 empty_data[self._hash_data(d)] = i -141 -142 # search db for extractions already available -143 for row in self.db.iterate( -144 id=riddle_id, -145 limit=min(self.db.len(id=riddle_id), 250) -146 ): -147 # check for required extraction -148 for d in row.message.data: -149 # already extracted ? -150 # extraction file exists ? -151 # one of the items, we do not have extractions for ? -152 # the same data item ? -153 if not d.file_extracted is None \ -154 and not d.file_extracted.startswith("missing:") \ -155 and self._hash_data(d) in empty_data: -156 # copy the reference to the extracted data -157 data[empty_data[self._hash_data(d)]].file_extracted = d.file_extracted -158 # remove from items we need extracted data for -159 del empty_data[self._hash_data(d)] -160 -161 # break if all extractions found -162 if len(empty_data) == 0: -163 break -164 -165 return len(empty_data) == 0 # fully extracted -166 -167 def _do_again(self, message:AgentMessage): -168 if message.status.trial < self.SOLUTION_MAX_TRIALS: -169 # try again, recycle message -170 -171 # require steps again -172 if message.status.extract.required: -173 message.status.extract.finished = False -174 if message.status.solve.required: -175 message.status.solve.finished = False -176 if message.status.validate.required: -177 message.status.validate.finished = False -178 -179 # increment trial -180 message.status.trial += 1 -181 -182 # append current solution als old one -183 if not message.solution is None: -184 message.riddle.solutions_before.append( -185 message.solution -186 ) -187 # reset current solution -188 message.solution = None -189 -190 # add the riddle as new to management -191 self._send_message(self.MANAGEMENT_URL, message) -192 -193 else: -194 logger.info(f"Unsolved riddle after max number of trials: {message.id}") -195 -196 def _send_messages(self, recipients:List[str], message:AgentMessage) -> bool: -197 ok = True -198 for r in recipients: -199 ok = ok and self._send_message(r, message) -200 return ok -201 -202 def _send_message(self, recipient:str, message:AgentMessage) -> bool: -203 db_count = self.db.add_message( -204 sender=self.management_name, -205 recipient=self._get_name(recipient), -206 message=message, -207 processed=False -208 ) -209 -210 r = requests.post( -211 "{}/message".format(recipient), -212 data=message.model_dump_json(), -213 headers={"accept" : "application/json", "content-type" : "application/json"} -214 ) -215 -216 if r.status_code == 200: -217 self.db.set_processed(db_count, processed=True) -218 return True -219 else: -220 logger.warning(f"Error sending message to: {recipient} {(r.text, r.headers)}") -221 return False +131 # validate not required? (then solved will never be set to true, thus set it here) +132 if not db_message.message.status.validate.required: +133 db_message.message.status.solved = True +134 +135 if db_message.message.status.solved: +136 # yay, message is solved +137 self.db.set_solution(count=count, solution=True); +138 else: +139 # not solved, but all steps done +140 self.db.set_solution(count=count, solution=False); +141 +142 # try again +143 self._do_again(db_message.message) +144 +145 def _hash_solution(self, s:RiddleSolution) -> int: +146 return hash((s.solution, s.explanation, tuple((d.file_plain, d.type) for d in s.used_data))) +147 +148 def _add_solutions(self, riddle_id:str, solution:List[RiddleSolution], trial:int) -> bool: +149 # do not do anything, if all solutions available +150 if len(solution) >= len(self.AGENTS_SOLVE): +151 return True +152 +153 contained = set(self._hash_solution(s) for s in solution) +154 +155 # search db for solutions from before +156 for row in self.db.iterate( +157 id=riddle_id, +158 limit=min(self.db.len(id=riddle_id), 250) +159 ): +160 # make sure to only use solutions from same "trial" +161 if row.message.status.trial == trial: +162 for s in row.message.solution: +163 h = self._hash_solution(s) +164 if h not in contained: +165 # add the 'new' solution +166 solution.append(s) +167 contained.add(h) +168 +169 # all solutions found ? +170 if len(solution) >= len(self.AGENTS_SOLVE): +171 break +172 +173 return len(solution) >= len(self.AGENTS_SOLVE) +174 +175 def _hash_data(self, d:RiddleData) -> int: +176 return hash((d.file_plain, d.type, d.prompt)) +177 +178 def _add_extractions(self, riddle_id:str, data:List[RiddleData]) -> bool: +179 # get all the data items without extraction +180 empty_data = {} +181 for i, d in enumerate(data): +182 if d.file_extracted is None: +183 empty_data[self._hash_data(d)] = i +184 +185 # do not do anything if fully extracted +186 if len(empty_data) == 0: +187 return True +188 +189 # search db for extractions already available +190 for row in self.db.iterate( +191 id=riddle_id, +192 limit=min(self.db.len(id=riddle_id), 250) +193 ): +194 # check for required extraction +195 for d in row.message.data: +196 # already extracted ? +197 # extraction file exists ? +198 # one of the items, we do not have extractions for ? +199 # the same data item ? +200 if not d.file_extracted is None \ +201 and not d.file_extracted.startswith("missing:") \ +202 and self._hash_data(d) in empty_data: +203 # copy the reference to the extracted data +204 data[empty_data[self._hash_data(d)]].file_extracted = d.file_extracted +205 # remove from items we need extracted data for +206 del empty_data[self._hash_data(d)] +207 +208 # break if all extractions found +209 if len(empty_data) == 0: +210 break +211 +212 return len(empty_data) == 0 # fully extracted +213 +214 def _do_again(self, message:AgentMessage): +215 if message.status.trial < self.SOLUTION_MAX_TRIALS: +216 # try again, recycle message +217 +218 # require steps again +219 if message.status.extract.required: +220 message.status.extract.finished = False +221 if message.status.solve.required: +222 message.status.solve.finished = False +223 if message.status.validate.required: +224 message.status.validate.finished = False +225 +226 # increment trial +227 message.status.trial += 1 +228 +229 # append current solution(s) als old one(s) +230 if len(message.solution) > 0: +231 message.riddle.solutions_before.extend( +232 message.solution +233 ) +234 # reset current solution +235 message.solution = [] +236 +237 # add the riddle as new to management +238 self._send_message(self.MANAGEMENT_URL, message) +239 +240 else: +241 logger.info(f"Unsolved riddle after max number of trials: {message.id}") +242 +243 def _send_messages(self, recipients:List[str], message:AgentMessage) -> bool: +244 ok = True +245 for r in recipients: +246 ok = ok and self._send_message(r, message) +247 return ok +248 +249 def _send_message(self, recipient:str, message:AgentMessage) -> bool: +250 db_count = self.db.add_message( +251 sender=self.management_name, +252 recipient=self._get_name(recipient), +253 message=message, +254 processed=False +255 ) +256 +257 r = requests.post( +258 "{}/message".format(recipient), +259 data=message.model_dump_json(), +260 headers={"accept" : "application/json", "content-type" : "application/json"} +261 ) +262 +263 if r.status_code == 200: +264 self.db.set_processed(db_count, processed=True) +265 return True +266 else: +267 logger.warning(f"Error sending message to: {recipient} {(r.text, r.headers)}") +268 return False @@ -544,16 +641,16 @@ - 
    43	def __init__(self, db:DB):
-44		self.db = db
-45		self.management_name = self._get_name(self.MANAGEMENT_URL)
-46
-47		if len(self.AGENTS_PROCESS) == 0:
-48			logger.warning(f"Not Process Agent (AGENTS_PROCESS) found, this may be a problem!")
-49		if len(self.AGENTS_SOLVE) == 0:
-50			logger.warning(f"Not Solve Agent (AGENTS_SOLVE) found, this may be a problem!")
-51		if len(self.AGENTS_GATEKEEPER) == 0:
-52			logger.warning(f"Not Gatekeeper Agent (AGENTS_GATEKEEPER) found, this may be a problem!")
+            
    44	def __init__(self, db:DB):
+45		self.db = db
+46		self.management_name = self._get_name(self.MANAGEMENT_URL)
+47
+48		if len(self.AGENTS_PROCESS) == 0:
+49			logger.warning(f"Not Process Agent (AGENTS_PROCESS) found, this may be a problem!")
+50		if len(self.AGENTS_SOLVE) == 0:
+51			logger.warning(f"Not Solve Agent (AGENTS_SOLVE) found, this may be a problem!")
+52		if len(self.AGENTS_GATEKEEPER) == 0:
+53			logger.warning(f"Not Gatekeeper Agent (AGENTS_GATEKEEPER) found, this may be a problem!")
 
    
 
 
@@ -595,6 +692,18 @@
     
     
 
+
    +
    +
    + REQUIRE_FULL_SOLVE = +False + + +
    + + + +
    @@ -677,25 +786,25 @@
    - 
    58	def new_message(self,
-59		sender:str, receiver:str, message:AgentMessage,
-60		background_tasks: BackgroundTasks
-61	) -> AgentResponse:
-62
-63		try:
-64			db_count = self.db.add_message(sender, receiver, message)
-65			background_tasks.add_task(self._process_message, db_count)
-66
-67			return AgentResponse(
-68				count=db_count,
-69				msg="Added message to queue"
-70			)
-71		except Exception as e:
-72			return AgentResponse(
-73				count=-1,
-74				error=True,
-75				error_msg=str(e)
-76			)
+            
    59	def new_message(self,
+60		sender:str, receiver:str, message:AgentMessage,
+61		background_tasks: BackgroundTasks
+62	) -> AgentResponse:
+63
+64		try:
+65			db_count = self.db.add_message(sender, receiver, message)
+66			background_tasks.add_task(self._process_message, db_count)
+67
+68			return AgentResponse(
+69				count=db_count,
+70				msg="Added message to queue"
+71			)
+72		except Exception as e:
+73			return AgentResponse(
+74				count=-1,
+75				error=True,
+76				error_msg=str(e)
+77			)
 
    
 
 
diff --git a/web/public/docs/ums/utils/types.html b/web/public/docs/ums/utils/types.html
index 8959a1d..3ff3777 100644
--- a/web/public/docs/ums/utils/types.html
+++ b/web/public/docs/ums/utils/types.html
@@ -261,7 +261,7 @@ It provides validation, allow JSON serialization and works well with                             "question": "Get the name of the person.",
                         "solutions_before": []
                 },
-                "solution": null,
+                "solution": [],
                 "data": [
                         {
                                 "type": "text",
@@ -302,13 +302,13 @@ It provides validation, allow JSON serialization and works well with 
 
            {
                 ...
-                "solution": {
+                "solution": [{
                         "solution": "Otto",
                         "explanation": "Written in line 6 after 'Name:'",
                         "used_data": [],
                         "accepted": false,
                         "review": null
-                },
+                }],
                 ...
         }
 
    
@@ -361,7 +361,7 @@ It provides validation, allow JSON serialization and works well with      40				"question": "Get the name of the person.",
  41				"solutions_before": []
  42			},
- 43			"solution": null,
+ 43			"solution": [],
  44			"data": [
  45				{
  46					"type": "text",
@@ -398,13 +398,13 @@ It provides validation, allow JSON serialization and works well with  77	```json
  78		{
  79			...
- 80			"solution": {
+ 80			"solution": [{
  81				"solution": "Otto",
  82				"explanation": "Written in line 6 after 'Name:'",
  83				"used_data": [],
  84				"accepted": false,
  85				"review": null
- 86			},
+ 86			}],
  87			...
  88		}
  89	```
@@ -419,11 +419,11 @@ It provides validation, allow JSON serialization and works well with  98from typing_extensions import Annotated
  99
 100from pydantic import (
-101    BaseModel,
-102    ValidationError, ValidationInfo,
-103    ValidatorFunctionWrapHandler
-104)
-105from pydantic.functional_validators import WrapValidator, AfterValidator
+101	BaseModel,
+102	ValidationError, ValidationInfo,
+103	ValidatorFunctionWrapHandler,
+104	WrapValidator, AfterValidator, BeforeValidator
+105)
 106
 107from ums.utils.const import SHARE_PATH
 108from ums.utils.schema import ExtractionSchema
@@ -589,12 +589,12 @@ It provides validation, allow JSON serialization and works well with 268	"""
 269		The *main* solving step.
 270
-271		`AgentMessage.solution` shall be an `RiddleSolution` afterwards.
+271		`AgentMessage.solution` shall contain an `RiddleSolution` afterwards.
 272	"""
 273
 274	validate: RiddleSubStatus = RiddleSubStatus()
 275	"""
-276		The validation step, i.e., does the gatekeeper accept the solution in `AgentMessage.solution`.
+276		The validation step, i.e., does the gatekeeper accept the solution(s) in `AgentMessage.solution`.
 277	"""
 278
 279	trial: int = 0
@@ -605,119 +605,124 @@ It provides validation, allow JSON serialization and works well with 284
 285	solved: bool = False
 286	"""
-287		True, after the gatekeeper accepts the solution at `AgentMessage.solution`
+287		True, after the gatekeeper accepts the solution(s) at `AgentMessage.solution`
 288	"""
 289
-290class AgentMessage(RiddleInformation):
-291	"""
-292		The basic message, which is sent be the agent and the management.
-293		The objects will be JSON en- and decoded.
-294	"""
-295
-296	id: str
-297	"""
-298		The riddle id, e.g., ``ex1``
-299		This is a unique string and identifies the riddle.
-300	"""
-301
-302	sub_ids: List[str] = []
-303	"""
-304		There might be cases, when an agent decided to split in riddle in multiple *smaller* steps.
-305		Each *sub* riddle will then get its own id (i.e., ``ex1-sub1``) while the sub id is added here as reference.
-306	"""
-307
-308	riddle: Riddle
-309	"""
-310		The riddle to solve.
-311	"""
-312
-313	solution: RiddleSolution | None = None
-314	"""
-315		The solution of the riddle (or empty if no solution available)
-316	"""
-317
-318	data: List[RiddleData] = []
-319	"""
-320		The data to get the solution from.
+290def _transform_to_list(value : Any) -> List[Any]:
+291	# type check of items is done next by pydantic
+292	return value if isinstance(value, list) else [value]
+293
+294class AgentMessage(RiddleInformation):
+295	"""
+296		The basic message, which is sent be the agent and the management.
+297		The objects will be JSON en- and decoded.
+298	"""
+299
+300	id: str
+301	"""
+302		The riddle id, e.g., ``ex1``
+303		This is a unique string and identifies the riddle.
+304	"""
+305
+306	sub_ids: List[str] = []
+307	"""
+308		There might be cases, when an agent decided to split in riddle in multiple *smaller* steps.
+309		Each *sub* riddle will then get its own id (i.e., ``ex1-sub1``) while the sub id is added here as reference.
+310	"""
+311
+312	riddle: Riddle
+313	"""
+314		The riddle to solve.
+315	"""
+316
+317	solution: Annotated[List[RiddleSolution], BeforeValidator(_transform_to_list)] = []
+318	"""
+319		The solutions of the riddle (or empty list if no solutions available)
+320		(When assigning a single object of `RiddleSolution` will be convert to list with this single object.)
 321	"""
 322
-323	status: RiddleStatus = RiddleStatus()
+323	data: List[RiddleData] = []
 324	"""
-325		The status of the riddle.
+325		The data to get the solution from.
 326	"""
 327
-328	contacts : int = 0
+328	status: RiddleStatus = RiddleStatus()
 329	"""
-330		A counter representing the number of contacts the management had with this message.
-331		Each time the management processes the message, this counter is incremented by 1.
-332		Using this counter the management is able to detect cycles and stop them.
-333	"""
-334
-335class AgentResponse(RiddleInformation):
-336	"""
-337		Returned by the management when receiving an `AgentMessage`.
+330		The status of the riddle.
+331	"""
+332
+333	contacts : int = 0
+334	"""
+335		A counter representing the number of contacts the management had with this message.
+336		Each time the management processes the message, this counter is incremented by 1.
+337		Using this counter the management is able to detect cycles and stop them.
 338	"""
 339
-340	count : int
+340class AgentResponse(RiddleInformation):
 341	"""
-342		The count of the message (overall numeric id).
+342		Returned by the management when receiving an `AgentMessage`.
 343	"""
 344
-345	msg: str|None = None
+345	count : int
 346	"""
-347		An additional message.
+347		The count of the message (overall numeric id).
 348	"""
 349
-350	error: bool = False
+350	msg: str|None = None
 351	"""
-352		If an error occurred.
+352		An additional message.
 353	"""
 354
-355	error_msg: str|None = None
+355	error: bool = False
 356	"""
-357		Error message (if `error` )
+357		If an error occurred.
 358	"""
 359
-360class MessageDbRow(BaseModel):
+360	error_msg: str|None = None
 361	"""
-362		Object representing a database row.
+362		Error message (if `error` )
 363	"""
 364
-365	count : int
+365class MessageDbRow(BaseModel):
 366	"""
-367		The count (primary key) of the item.
+367		Object representing a database row.
 368	"""
 369
-370	sender : str
+370	count : int
 371	"""
-372		The sender of the message.
-373	""" 
+372		The count (primary key) of the item.
+373	"""
 374
-375	recipient : str
+375	sender : str
 376	"""
-377		The recipient of the message
-378	"""
+377		The sender of the message.
+378	""" 
 379
-380	time : int
+380	recipient : str
 381	"""
-382		The time (unix timestamp) the message was received/ sent.
+382		The recipient of the message
 383	"""
 384
-385	message : AgentMessage
+385	time : int
 386	"""
-387		The message  received/ sent.
+387		The time (unix timestamp) the message was received/ sent.
 388	"""
 389
-390	processed : bool
+390	message : AgentMessage
 391	"""
-392		Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).
+392		The message  received/ sent.
 393	"""
 394
-395	solution : bool|None = None
+395	processed : bool
 396	"""
-397		Does this message contain a valid solution?
-398		True if contains valid solution, False if solution not valid, Null/None if not applicable
-399	"""
+397		Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).
+398	"""
+399
+400	solution : bool|None = None
+401	"""
+402		Does this message contain a valid solution?
+403		True if contains valid solution, False if solution not valid, Null/None if not applicable
+404	"""
    @@ -949,7 +954,7 @@ is set to 'allow'.
    - file_plain: Annotated[str, AfterValidator(func=<function _check_data_file at 0x102682480>), WrapValidator(func=<function _ignore_file_missing at 0x1027331a0>, json_schema_input_type=PydanticUndefined)] + file_plain: Annotated[str, AfterValidator(func=<function _check_data_file at 0x104a52700>), WrapValidator(func=<function _ignore_file_missing at 0x104b034c0>, json_schema_input_type=PydanticUndefined)]
    @@ -965,7 +970,7 @@ The file must exist.

    - file_extracted: Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x102682480>), WrapValidator(func=<function _ignore_file_missing at 0x1027331a0>, json_schema_input_type=PydanticUndefined)]] + file_extracted: Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x104a52700>), WrapValidator(func=<function _ignore_file_missing at 0x104b034c0>, json_schema_input_type=PydanticUndefined)]]
    @@ -1405,12 +1410,12 @@ The file must exist.

    269 """ 270 The *main* solving step. 271 -272 `AgentMessage.solution` shall be an `RiddleSolution` afterwards. +272 `AgentMessage.solution` shall contain an `RiddleSolution` afterwards. 273 """ 274 275 validate: RiddleSubStatus = RiddleSubStatus() 276 """ -277 The validation step, i.e., does the gatekeeper accept the solution in `AgentMessage.solution`. +277 The validation step, i.e., does the gatekeeper accept the solution(s) in `AgentMessage.solution`. 278 """ 279 280 trial: int = 0 @@ -1421,7 +1426,7 @@ The file must exist.

    285 286 solved: bool = False 287 """ -288 True, after the gatekeeper accepts the solution at `AgentMessage.solution` +288 True, after the gatekeeper accepts the solution(s) at `AgentMessage.solution` 289 """
    @@ -1455,7 +1460,7 @@ The file must exist.

    The main solving step.

    -

    AgentMessage.solution shall be an RiddleSolution afterwards.

    +

    AgentMessage.solution shall contain an RiddleSolution afterwards.

    @@ -1483,7 +1488,7 @@ The file must exist.

    -

    The validation step, i.e., does the gatekeeper accept the solution in AgentMessage.solution.

    +

    The validation step, i.e., does the gatekeeper accept the solution(s) in AgentMessage.solution.

    @@ -1510,7 +1515,7 @@ Each time the gatekeeper does not accept a solution of this riddle, the value is
    -

    True, after the gatekeeper accepts the solution at AgentMessage.solution

    +

    True, after the gatekeeper accepts the solution(s) at AgentMessage.solution

    @@ -1560,50 +1565,51 @@ Each time the gatekeeper does not accept a solution of this riddle, the value is
    - 
    291class AgentMessage(RiddleInformation):
-292	"""
-293		The basic message, which is sent be the agent and the management.
-294		The objects will be JSON en- and decoded.
-295	"""
-296
-297	id: str
-298	"""
-299		The riddle id, e.g., ``ex1``
-300		This is a unique string and identifies the riddle.
-301	"""
-302
-303	sub_ids: List[str] = []
-304	"""
-305		There might be cases, when an agent decided to split in riddle in multiple *smaller* steps.
-306		Each *sub* riddle will then get its own id (i.e., ``ex1-sub1``) while the sub id is added here as reference.
-307	"""
-308
-309	riddle: Riddle
-310	"""
-311		The riddle to solve.
-312	"""
-313
-314	solution: RiddleSolution | None = None
-315	"""
-316		The solution of the riddle (or empty if no solution available)
-317	"""
-318
-319	data: List[RiddleData] = []
-320	"""
-321		The data to get the solution from.
+            
    295class AgentMessage(RiddleInformation):
+296	"""
+297		The basic message, which is sent be the agent and the management.
+298		The objects will be JSON en- and decoded.
+299	"""
+300
+301	id: str
+302	"""
+303		The riddle id, e.g., ``ex1``
+304		This is a unique string and identifies the riddle.
+305	"""
+306
+307	sub_ids: List[str] = []
+308	"""
+309		There might be cases, when an agent decided to split in riddle in multiple *smaller* steps.
+310		Each *sub* riddle will then get its own id (i.e., ``ex1-sub1``) while the sub id is added here as reference.
+311	"""
+312
+313	riddle: Riddle
+314	"""
+315		The riddle to solve.
+316	"""
+317
+318	solution: Annotated[List[RiddleSolution], BeforeValidator(_transform_to_list)] = []
+319	"""
+320		The solutions of the riddle (or empty list if no solutions available)
+321		(When assigning a single object of `RiddleSolution` will be convert to list with this single object.)
 322	"""
 323
-324	status: RiddleStatus = RiddleStatus()
+324	data: List[RiddleData] = []
 325	"""
-326		The status of the riddle.
+326		The data to get the solution from.
 327	"""
 328
-329	contacts : int = 0
+329	status: RiddleStatus = RiddleStatus()
 330	"""
-331		A counter representing the number of contacts the management had with this message.
-332		Each time the management processes the message, this counter is incremented by 1.
-333		Using this counter the management is able to detect cycles and stop them.
-334	"""
+331		The status of the riddle.
+332	"""
+333
+334	contacts : int = 0
+335	"""
+336		A counter representing the number of contacts the management had with this message.
+337		Each time the management processes the message, this counter is incremented by 1.
+338		Using this counter the management is able to detect cycles and stop them.
+339	"""
 
    
 
 
@@ -1655,13 +1661,14 @@ Each sub riddle will then get its own id (i.e., ex1-sub1)
    - solution: RiddleSolution | None + solution: Annotated[List[RiddleSolution], BeforeValidator(func=<function _transform_to_list at 0x104b03600>, json_schema_input_type=PydanticUndefined)]
    -

    The solution of the riddle (or empty if no solution available)

    +

    The solutions of the riddle (or empty list if no solutions available) +(When assigning a single object of RiddleSolution will be convert to list with this single object.)

    @@ -1753,30 +1760,30 @@ Using this counter the management is able to detect cycles and stop them.

    - 
    336class AgentResponse(RiddleInformation):
-337	"""
-338		Returned by the management when receiving an `AgentMessage`.
-339	"""
-340
-341	count : int
+            
    341class AgentResponse(RiddleInformation):
 342	"""
-343		The count of the message (overall numeric id).
+343		Returned by the management when receiving an `AgentMessage`.
 344	"""
 345
-346	msg: str|None = None
+346	count : int
 347	"""
-348		An additional message.
+348		The count of the message (overall numeric id).
 349	"""
 350
-351	error: bool = False
+351	msg: str|None = None
 352	"""
-353		If an error occurred.
+353		An additional message.
 354	"""
 355
-356	error_msg: str|None = None
+356	error: bool = False
 357	"""
-358		Error message (if `error` )
+358		If an error occurred.
 359	"""
+360
+361	error_msg: str|None = None
+362	"""
+363		Error message (if `error` )
+364	"""
 
    
 
 
@@ -1882,46 +1889,46 @@ Using this counter the management is able to detect cycles and stop them.
    - 
    361class MessageDbRow(BaseModel):
-362	"""
-363		Object representing a database row.
-364	"""
-365
-366	count : int
+            
    366class MessageDbRow(BaseModel):
 367	"""
-368		The count (primary key) of the item.
+368		Object representing a database row.
 369	"""
 370
-371	sender : str
+371	count : int
 372	"""
-373		The sender of the message.
-374	""" 
+373		The count (primary key) of the item.
+374	"""
 375
-376	recipient : str
+376	sender : str
 377	"""
-378		The recipient of the message
-379	"""
+378		The sender of the message.
+379	""" 
 380
-381	time : int
+381	recipient : str
 382	"""
-383		The time (unix timestamp) the message was received/ sent.
+383		The recipient of the message
 384	"""
 385
-386	message : AgentMessage
+386	time : int
 387	"""
-388		The message  received/ sent.
+388		The time (unix timestamp) the message was received/ sent.
 389	"""
 390
-391	processed : bool
+391	message : AgentMessage
 392	"""
-393		Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).
+393		The message  received/ sent.
 394	"""
 395
-396	solution : bool|None = None
+396	processed : bool
 397	"""
-398		Does this message contain a valid solution?
-399		True if contains valid solution, False if solution not valid, Null/None if not applicable
-400	"""
+398		Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).
+399	"""
+400
+401	solution : bool|None = None
+402	"""
+403		Does this message contain a valid solution?
+404		True if contains valid solution, False if solution not valid, Null/None if not applicable
+405	"""