Class: Foobara::Agent::AccomplishGoal

Inherits:
Command
  • Object
show all
Defined in:
foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb

Constant Summary collapse

RETRY_COUNT = 
3

Constants included from TruncatedInspect

TruncatedInspect::MAX_LENGTH

Instance Attribute Summary collapse

Attributes included from CommandPatternImplementation::Concerns::Subcommands

#is_subcommand

Attributes included from CommandPatternImplementation::Concerns::Runtime

#exception, #outcome, #raw_result

Attributes included from CommandPatternImplementation::Concerns::Errors

#error_collection

Attributes included from CommandPatternImplementation::Concerns::Inputs

#inputs, #raw_inputs

Instance Method Summary collapse

Methods inherited from Command

install!, reset_all

Methods included from Concern

foobara_class_methods_module_for, foobara_concern?, included

Methods included from CommandPatternImplementation::Concerns::Reflection

#initialize

Methods included from CommandPatternImplementation::Concerns::DomainMappers

#domain_map, #domain_map!, #run_mapped_subcommand!

Methods included from CommandPatternImplementation::Concerns::Subcommands

#run_subcommand!, #subcommand?

Methods included from CommandPatternImplementation::Concerns::Entities

#load_entities, #load_records

Methods included from CommandPatternImplementation::Concerns::Transactions

#relevant_entity_classes

Methods included from NestedTransactionable

#auto_detect_current_transactions, #commit_transaction, #commit_transaction_if_open, #open_transaction, #opened_transactions, #relevant_entity_classes, relevant_entity_classes_for_type, #relevant_entity_classes_for_type, #rollback_transaction, #transactions, #use_transaction, with_needed_transactions_for_type

Methods included from CommandPatternImplementation::Concerns::StateMachine

#state_machine

Methods included from CommandPatternImplementation::Concerns::Callbacks

#state_machine_callback_registry

Methods included from CommandPatternImplementation::Concerns::Runtime

#halt!, #run, #run!, #run_execute, #succeed, #success?, #validate, #validate_records

Methods included from CommandPatternImplementation::Concerns::Errors

#initialize

Methods included from CommandPatternImplementation::Concerns::Inputs

#cast_and_validate_inputs, #initialize, #method_missing, #respond_to_missing?, #respond_to_missing_for_inputs?

Methods included from TruncatedInspect

#inspect, truncating

Dynamic Method Handling

This class handles dynamic methods through the method_missing method in the class Foobara::CommandPatternImplementation::Concerns::Inputs

Instance Attribute Details

#command_calls ⇒ Object

Returns the value of attribute command_calls.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def command_calls
  @command_calls
end

#command_outcome ⇒ Object

Returns the value of attribute command_outcome.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def command_outcome
  @command_outcome
end

#command_response ⇒ Object

Returns the value of attribute command_response.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def command_response
  @command_response
end

#delayed_command_name ⇒ Object

Returns the value of attribute delayed_command_name.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def delayed_command_name
  @delayed_command_name
end

#final_message ⇒ Object

Returns the value of attribute final_message.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def final_message
  @final_message
end

#final_result ⇒ Object

Returns the value of attribute final_result.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def final_result
  @final_result
end

#given_up ⇒ Object

Returns the value of attribute given_up.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def given_up
  @given_up
end

#killed ⇒ Object

Returns the value of attribute killed.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def killed
  @killed
end

#llm_call_timestamps ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 534

def llm_call_timestamps
  @llm_call_timestamps ||= []
end

#mission_accomplished ⇒ Object

Returns the value of attribute mission_accomplished.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def mission_accomplished
  @mission_accomplished
end

#next_command ⇒ Object

Returns the value of attribute next_command.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def next_command
  @next_command
end

#next_command_class ⇒ Object

Returns the value of attribute next_command_class.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def next_command_class
  @next_command_class
end

#next_command_inputs ⇒ Object

Returns the value of attribute next_command_inputs.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def next_command_inputs
  @next_command_inputs
end

#next_command_name ⇒ Object

Returns the value of attribute next_command_name.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def next_command_name
  @next_command_name
end

#next_command_raw_inputs ⇒ Object

Returns the value of attribute next_command_raw_inputs.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def next_command_raw_inputs
  @next_command_raw_inputs
end

#timed_out ⇒ Object

Returns the value of attribute timed_out.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 62

def timed_out
  @timed_out
end

Instance Method Details

#add_given_up_error ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 467

def add_given_up_error
  add_runtime_error(:gave_up, reason: final_message)
end

#all_command_classes ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 263

def all_command_classes
  @all_command_classes ||= run_subcommand!(ListCommands, command_connector: agent).values.flatten
end

#build_result ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 484

def build_result
  result_data = if final_result_type_from_declaration
                  outcome = final_result_type_from_declaration.process_value(final_result)

                  if outcome.success?
                    outcome.result
                  elsif given_up? || killed?
                    final_result
                  else
                    # :nocov:
                    raise CommandPatternImplementation::Concerns::Result::CouldNotProcessResult,
                          outcome.errors
                    # :nocov:
                  end
                else
                  final_result
                end

  {
    message_to_user: final_message,
    result_data:
  }
end

#check_if_too_many_calls ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 356

def check_if_too_many_calls
  if command_calls > maximum_command_calls
    add_runtime_error(
      :too_many_command_calls,
      "Too many command calls. " \
      "Stopping. Increase maximum_command_calls if #{maximum_command_calls} is not enough.",
      maximum_command_calls:
    )
  end
end

#command_described?(command_name) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 530

def command_described?(command_name)
  described_commands.include?(command_name)
end

#command_name_type ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 259

def command_name_type
  @command_name_type ||= Agent.foobara_type_from_declaration(:string, one_of: all_command_classes)
end

#compact_command_log ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 290

def compact_command_log
  # Rules:
  # Delete errors for any command that has succeeded since
  # Delete all but the last DescribeCommand call for a given
  describe_command_call_indexes = {}
  commands = {}

  describe_command_name = DescribeCommand.full_command_name
  context.command_log.each.with_index do |command_log_entry, index|
    command_name = command_log_entry.command_name

    if command_name == describe_command_name
      described_command = command_log_entry.inputs[:command_name]

      if command_log_entry.outcome[:success]
        describe_command_call_indexes[described_command] ||= []
        describe_command_call_indexes[described_command] << index
      end
    end

    commands[command_name] ||= [[], []]
    bucket_index = command_log_entry.outcome[:success] ? 0 : 1
    commands[command_name][bucket_index] << index
  end

  indexes_to_delete = []

  describe_command_call_indexes.each_value do |indexes|
    indexes_to_delete += indexes[0..-2]
  end

  commands.each_value do |(success_indexes, failure_indexes)|
    last_success = success_indexes.last
    next unless last_success

    failure_indexes.each do |failure_index|
      # TODO: test this path
      # :nocov:
      if failure_index < last_success
        indexes_to_delete << failure_index
      else
        break
      end
      # :nocov:
    end
  end

  if indexes_to_delete.empty?
    return
  end

  new_log = []
  context.command_log = context.command_log.each.with_index do |entry, index|
    unless indexes_to_delete.include?(index)
      new_log << entry
    end
  end

  context.command_log = new_log
end

#context ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 544

def context
  agent.context
end

#described_commands ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 508

def described_commands
  @described_commands ||= Set.new
end

#determine_next_command_and_inputs(retries = RETRY_COUNT, error_outcome = nil) ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 128

def determine_next_command_and_inputs(retries = RETRY_COUNT, error_outcome = nil)
  return if killed

  if verbose? && retries != RETRY_COUNT
    # :nocov:
    (io_err || $stderr).puts " !!! Retrying to determine next command and inputs. Retries left: #{retries}"
    # :nocov:
  end

  if retries == 0
    # TODO: test this path by irreparably breaking the needed commands
    # :nocov:
    self.next_command_name = GiveUp.full_command_name
    self.next_command_inputs = {
      message_to_user: "While trying to choose the next command and inputs, " \
                       "I've ran into an error several times that I couldn't figure out how to get past. " \
                       "The last error looked like this:\n#{error_outcome.errors_hash}"
    }
    self.next_command_raw_inputs = next_command_inputs

    return
    # :nocov:
  end

  compact_command_log

  inputs_for_determine = { agent:, llm_model: }
  unless pass_aggregates_to_llm.nil?
    inputs_for_determine[:pass_aggregates_to_llm] = pass_aggregates_to_llm
  end
  determine_command = DetermineNextCommandNameAndInputs.new(inputs_for_determine)

  outcome = begin
    record_llm_call_timestamp
    determine_command.run
  rescue CommandPatternImplementation::Concerns::Result::CouldNotProcessResult => e
    # :nocov:
    Outcome.errors(e.errors)
    # :nocov:
  end

  if outcome.success?
    self.next_command_name = outcome.result[:command]
    self.next_command_inputs = outcome.result[:inputs]
    self.next_command_raw_inputs = next_command_inputs

    outcome = validate_next_command_name

    if outcome.success?
      fetch_next_command_class

      if need_to_describe_next_command?
        simulate_describe_command
        return determine_next_command_and_inputs(retries, outcome)
      end

      if next_command_has_inputs?
        outcome = validate_next_command_inputs

        unless outcome.success?
          # TODO: test this path
          # :nocov:
          log_command_outcome(
            command_name: next_command_name,
            inputs: next_command_inputs,
            outcome:
          )

          simulate_describe_command

          determine_next_command_and_inputs(retries - 1, outcome)
          # :nocov:
        end
      else
        self.next_command_inputs = {}
        self.next_command_raw_inputs = next_command_inputs
      end
    else
      log_command_outcome(
        command_name: next_command_name,
        inputs: next_command_inputs,
        outcome:,
        result: nil
      )

      determine_next_command_and_inputs(retries - 1, outcome)
    end
  else
    log_command_outcome(
      command_name: determine_command.class.full_command_name,
      inputs: determine_command.inputs&.except(:context),
      outcome:,
      result: outcome.result || determine_command.raw_result
    )

    determine_next_command_and_inputs(retries - 1, outcome)
  end
end

#empty_attributes?(type) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 512

def empty_attributes?(type)
  type.extends_type?(BuiltinTypes[:attributes]) && type.element_types.empty?
end

#execute ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 40

def execute
  unless list_commands_already_ran?
    simulate_describe_list_commands_command
    simulate_list_commands_run
  end

  until mission_accomplished? or given_up? or killed?
    increment_command_calls
    check_if_too_many_calls

    determine_next_command_and_inputs

    run_next_command
  end

  if given_up?
    add_given_up_error
  end

  build_result
end

#fetch_next_command_class ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 267

def fetch_next_command_class
  self.next_command_class = agent.transformed_command_from_name(next_command_name)
end

#final_result_type_from_declaration ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 471

def final_result_type_from_declaration
  return @final_result_type_from_declaration if defined?(@final_result_type_from_declaration)

  @final_result_type_from_declaration = if final_result_type
                                          if final_result_type.is_a?(Types::Type)
                                            final_result_type
                                          else
                                            domain = result_type.created_in_namespace.foobara_domain
                                            domain.foobara_type_from_declaration(final_result_type)
                                          end
                                        end
end

#give_up!(message) ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 462

def give_up!(message)
  self.given_up = true
  self.final_message = message
end

#given_up? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 552

def given_up?
  given_up
end

#increment_command_calls ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 351

def increment_command_calls
  self.command_calls ||= -1
  self.command_calls += 1
end

#kill! ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 458

def kill!
  self.killed = true
end

#killed? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 556

def killed?
  killed
end

#list_commands_already_ran? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 67

def list_commands_already_ran?
  context.command_log.any? { |log_entry| log_entry.command_name =~ /\bListCommands\z/ }
end

#log_command_code(command_name:, inputs:) ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 419

def log_command_code(command_name:, inputs:)
  if verbose?
    args = if next_command_inputs.nil? || next_command_inputs.empty?
             ""
           else
             s = next_command_inputs.to_s

             if s =~ /\A\{(.*)}\z/
               "(#{::Regexp.last_match(1)})"
             else
               # :nocov:
               raise "Unexpected next_command_inputs: #{next_command_inputs}"
               # :nocov:
             end
           end

    agent_name = agent.agent_name
    prefix = if agent_name && !agent_name.empty?
               "#{agent_name}<#{llm_model}>: "
             else
               # Not setting an agent_name results in non-determinism in NotifyUser... command
               # namespace. This results in problems in the test suite making this code path a little
               # harder to test indirectly.
               # :nocov:
               ""
               # :nocov:
             end

    (io_out || $stdout).puts "#{prefix}#{next_command_name}.run#{args}"
  end
end

#log_command_outcome(command: nil, command_name: nil, inputs: nil, outcome: nil, result: nil, log_command_code: true) ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 367

def log_command_outcome(command: nil,
                        command_name: nil,
                        inputs: nil,
                        outcome: nil,
                        result: nil,
                        log_command_code: true)
  if command
    command_name ||= command.class.full_command_name
    inputs ||= command.raw_inputs
    outcome ||= command.outcome
  end

  if outcome&.success?
    result ||= outcome.result
  end

  outcome_hash = { success: outcome.success? }

  if outcome.success? || result
    outcome_hash[:result] = result
  end

  unless outcome.success?
    outcome_hash[:errors_hash] = outcome.errors_hash
  end

  log_entry = CommandLogEntry.new(
    command_name:,
    inputs:,
    outcome: outcome_hash
  )

  context.command_log << log_entry

  if verbose?
    if log_command_code
      # TODO: test this code path hmmm
      # :nocov:
      self.log_command_code(command_name:, inputs:)
      # :nocov:
    end

    unless log_entry.success?
      # :nocov:
      (io_err || $stderr).puts(
        "Command #{log_entry.command_name} failed:\n#{log_entry.errors_hash}"
      )
      # :nocov:
    end
  end
end

#mission_accomplished!(final_result, message) ⇒ Object

TODO: these are awkwardly called from outside. Come up with a better solution.



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 452

def mission_accomplished!(final_result, message)
  self.mission_accomplished = true
  self.final_result = final_result
  self.final_message = message
end

#mission_accomplished? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 548

def mission_accomplished?
  mission_accomplished
end

#need_to_describe_next_command? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 520

def need_to_describe_next_command?
  return false if command_described?(next_command_name)
  return false if next_command_name == DescribeCommand.full_command_name
  return true if next_command_has_inputs?

  # check if inputs were unexpectedly given for a command that doesn't need them,
  # in which case we should describe it
  next_command_inputs && !next_command_inputs.empty?
end

#next_command_has_inputs? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 271

def next_command_has_inputs?
  type = next_command_class.inputs_type
  type && !empty_attributes?(type)
end

#record_llm_call_timestamp ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 540

def record_llm_call_timestamp
  llm_call_timestamps.unshift(Time.now)
end

#run_next_command ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 276

def run_next_command
  log_command_code(command_name: next_command_name, inputs: next_command_inputs)

  self.command_response = agent.run(
    full_command_name: next_command_name,
    inputs: next_command_inputs,
    action: "run"
  )

  self.command_outcome = command_response.outcome

  log_command_outcome(command: command_response.command, log_command_code: false)
end

#simulate_describe_command(command_name = next_command_name) ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 89

def simulate_describe_command(command_name = next_command_name)
  old_next_command_name = next_command_name
  old_next_command_inputs = next_command_inputs
  old_next_command_raw_inputs = next_command_raw_inputs
  old_next_command_class = next_command_class

  self.next_command_name = DescribeCommand.full_command_name
  self.next_command_inputs = { command_name: }
  self.next_command_raw_inputs = next_command_inputs
  fetch_next_command_class

  run_next_command

  self.next_command_name = old_next_command_name
  self.next_command_inputs = old_next_command_inputs
  self.next_command_raw_inputs = old_next_command_raw_inputs
  self.next_command_class = old_next_command_class
end

#simulate_describe_command_run_for_all_commands ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 108

def simulate_describe_command_run_for_all_commands
  # TODO: currently not using this code path. Unclear if it is worth it.
  # :nocov:
  return if context.command_log.size > 1

  ListCommands.run!(command_connector: agent)[:user_provided_commands].each do |full_command_name|
    next if command_described?(full_command_name)

    self.next_command_name = DescribeCommand.full_command_name
    self.next_command_inputs = { command_name: full_command_name }
    self.next_command_raw_inputs = next_command_inputs
    fetch_next_command_class

    run_next_command
  end
  # :nocov:
end

#simulate_describe_list_commands_command ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 80

def simulate_describe_list_commands_command
  self.next_command_name = DescribeCommand.full_command_name
  self.next_command_inputs = { command_name: ListCommands.full_command_name }
  self.next_command_raw_inputs = next_command_inputs
  fetch_next_command_class

  run_next_command
end

#simulate_list_commands_run ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 71

def simulate_list_commands_run
  self.next_command_name = ListCommands.full_command_name
  self.next_command_raw_inputs = nil
  self.next_command_inputs = nil
  fetch_next_command_class

  run_next_command
end

#validate_next_command_inputs ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 250

def validate_next_command_inputs
  inputs_type = next_command_class.inputs_type

  NestedTransactionable.with_needed_transactions_for_type(inputs_type) do
    inputs = next_command_inputs.nil? ? {} : next_command_inputs
    inputs_type.process_value(inputs)
  end
end

#validate_next_command_name ⇒ Object 



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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 227

def validate_next_command_name
  if next_command_name.is_a?(::String)
    command_class = agent.transformed_command_from_name(next_command_name)

    if command_class
      self.next_command_name = command_class.full_command_name

      return Outcome.success(next_command_name)
    end
  end

  outcome = command_name_type.process_value(next_command_name)

  if outcome.success?
    # TODO: figure out a way to hit this path in the test suite
    # :nocov:
    self.next_command_name = outcome.result
    # :nocov:
  end

  outcome
end

#verbose? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'foobara-agent-0.0.21/src/foobara/agent/accomplish_goal.rb', line 516

def verbose?
  verbose
end