Class: LanguageOperator::CLI::Commands::Model::Base

Inherits:
BaseCommand
  • Object
show all
Includes:
Test, Helpers::ClusterValidator, LanguageOperator::Constants
Defined in:
lib/language_operator/cli/commands/model/base.rb

Overview

Model management commands

Constant Summary

Constants included from LanguageOperator::Constants

LanguageOperator::Constants::ALL_MODE_ALIASES, LanguageOperator::Constants::EXECUTION_MODES, LanguageOperator::Constants::PRIMARY_MODES, LanguageOperator::Constants::RESOURCE_AGENT, LanguageOperator::Constants::RESOURCE_AGENT_VERSION, LanguageOperator::Constants::RESOURCE_MODEL, LanguageOperator::Constants::RESOURCE_PERSONA, LanguageOperator::Constants::RESOURCE_TOOL

Instance Method Summary collapse

Methods included from Test

included

Methods included from Helpers::ClusterValidator

current_cluster, current_cluster_config, ensure_cluster_selected!, get_cluster, get_cluster_config, kubernetes_client, validate_cluster_exists!, validate_kubeconfig!

Methods included from LanguageOperator::Constants

normalize_mode, valid_mode?

Methods included from Helpers::UxHelper

#box, #highlight_ruby_code, #logo, #pastel, #prompt, #spinner, #table

Instance Method Details

#create(name = nil) ⇒ Object 



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# File 'lib/language_operator/cli/commands/model/base.rb', line 66

def create(name = nil)
  handle_command_error('create model') do
    # Launch interactive wizard if no arguments provided
    if name.nil? && options[:provider].nil? && options[:model].nil?
      wizard = Wizards::ModelWizard.new(ctx)
      wizard.run
      return
    end

    # Validate required options for non-interactive mode
    if options[:provider].nil? || options[:model].nil?
      Formatters::ProgressFormatter.error(
        'Must provide both --provider and --model, or use interactive mode (run without arguments)'
      )
      exit 1
    end

    # Build LanguageModel resource
    resource = Kubernetes::ResourceBuilder.language_model(
      name,
      provider: options[:provider],
      model: options[:model],
      endpoint: options[:endpoint],
      cluster: ctx.namespace,
      cluster_ref: ctx.name,
      k8s_client: ctx.client
    )

    # Handle dry-run: output manifest and exit
    if options[:dry_run]
      puts resource.to_yaml
      return
    end

    # Check if model already exists
    begin
      ctx.client.get_resource(RESOURCE_MODEL, name, ctx.namespace)
      Formatters::ProgressFormatter.error("Model '#{name}' already exists in cluster '#{ctx.name}'")
      exit 1
    rescue K8s::Error::NotFound
      # Model doesn't exist, proceed with creation
    end

    # Create model
    Formatters::ProgressFormatter.("Creating model '#{name}'") do
      ctx.client.apply_resource(resource)
    end

    Formatters::ProgressFormatter.success("Model '#{name}' created successfully")
    puts
    format_model_details(
      name: name,
      namespace: ctx.namespace,
      cluster: ctx.name,
      status: 'Ready',
      provider: options[:provider],
      model: options[:model],
      endpoint: options[:endpoint],
      created: Time.now.strftime('%Y-%m-%dT%H:%M:%SZ')
    )
  end
end

#delete(name) ⇒ Object 



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# File 'lib/language_operator/cli/commands/model/base.rb', line 172

def delete(name)
  handle_command_error('delete model') do
    get_resource_or_exit(RESOURCE_MODEL, name)

    # Check dependencies and get confirmation
    return unless check_dependencies_and_confirm('model', name, force: options[:force])

    # Confirm deletion unless --force
    return unless confirm_deletion_with_force('model', name, ctx.name, force: options[:force])

    # Delete model
    Formatters::ProgressFormatter.("Deleting model '#{name}'") do
      ctx.client.delete_resource(RESOURCE_MODEL, name, ctx.namespace)
    end
  end
end

#edit(name) ⇒ Object 



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# File 'lib/language_operator/cli/commands/model/base.rb', line 191

def edit(name)
  handle_command_error('edit model') do
    model = get_resource_or_exit(RESOURCE_MODEL, name)

    # Edit model YAML in user's editor
    edited_yaml = Helpers::EditorHelper.edit_content(
      model.to_yaml,
      'model-',
      '.yaml',
      default_editor: 'vim'
    )
    edited_model = YAML.safe_load(edited_yaml)

    # Apply changes
    Formatters::ProgressFormatter.("Updating model '#{name}'") do
      ctx.client.apply_resource(edited_model)
    end

    Formatters::ProgressFormatter.success("Model '#{name}' updated successfully")
  end
end

#inspect(name) ⇒ Object 



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# File 'lib/language_operator/cli/commands/model/base.rb', line 131

def inspect(name)
  handle_command_error('inspect model') do
    model = get_resource_or_exit(RESOURCE_MODEL, name)

    puts
    format_model_details(
      name: name,
      namespace: ctx.namespace,
      cluster: ctx.name,
      status: model.dig('status', 'phase') || 'Unknown',
      provider: model.dig('spec', 'provider'),
      model: model.dig('spec', 'modelName'),
      endpoint: model.dig('spec', 'endpoint'),
      created: model.dig('metadata', 'creationTimestamp')
    )
    puts

    # Get agents using this model
    agents = ctx.client.list_resources(RESOURCE_AGENT, namespace: ctx.namespace)
    agents_using = Helpers::ResourceDependencyChecker.agents_using_model(agents, name)
    agent_names = agents_using.map { |agent| agent.dig('metadata', 'name') }

    list_box(
      title: 'Agents using this model',
      items: agent_names,
      empty_message: 'No agents using this model'
    )

    puts
    labels = model.dig('metadata', 'labels') || {}
    list_box(
      title: 'Labels',
      items: labels,
      style: :key_value
    )
  end
end

#list ⇒ Object 



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# File 'lib/language_operator/cli/commands/model/base.rb', line 20

def list
  handle_command_error('list models') do
    models = list_resources_or_empty(RESOURCE_MODEL, resource_name: 'models') do
      puts
      puts 'Create a model with:'
      puts '  langop model create <name> --provider <provider> --model <model>'
    end

    return if models.empty?

    table_data = models.map do |model|
      name = model.dig('metadata', 'name')
      provider = model.dig('spec', 'provider') || 'unknown'
      model_name = model.dig('spec', 'modelName') || 'unknown'
      status = model.dig('status', 'phase') || 'Unknown'

      {
        name: name,
        namespace: model.dig('metadata', 'namespace') || ctx.namespace,
        provider: provider,
        model: model_name,
        status: status
      }
    end

    Formatters::TableFormatter.models(table_data)
  end
end