// SPDX-License-Identifier: LicenseRef-Ternlang-Commercial
//! # CLI Commands
//! 
//! Entry points for the Albert-MoE-13 CLI driver.

pub struct CliDriver;

impl CliDriver {
    pub fn new() -> Self {
        Self
    }

    /// Runs the mock ternarization test.
    pub fn run_mock_test(&self) {
        crate::training::ternarization::TernarizationPipeline::run_mock_ternarization();
    }

    /// Runs the transformer layer comparison test.
    pub fn run_layer_test(&self) {
        crate::core::mock_layer::run_layer_comparison();
    }

    /// Runs the threshold sweep experiment.
    pub fn run_sweep_test(&self) {
        crate::core::mock_layer::run_threshold_sweep();
    }

    /// Runs the adaptive threshold selection test.
    pub fn run_adaptive_test(&self) {
        crate::core::mock_layer::run_adaptive_test();
    }

    /// Runs the multi-layer distribution evaluation.
    pub fn run_multi_layer_test(&self) {
        crate::core::mock_layer::run_multi_layer_test();
    }

    /// Runs the statistical routing test.
    pub fn run_routing_test(&self) {
        crate::core::mock_layer::run_routing_test();
    }

    /// Runs the validation test on real model shards.
    pub fn run_real_test(&self) {
        crate::core::mock_layer::run_real_layer_test();
    }

    /// Runs the sequential layer stack test.
    pub fn run_stack_test(&self) {
        crate::core::mock_layer::run_stack_test();
    }

    /// Runs the stabilized sequential layer stack test.
    pub fn run_stable_stack_test(&self) {
        crate::core::mock_layer::run_stable_stack_test();
    }

    /// Runs the task-level pressure evaluation.
    pub fn run_task_test(&self) {
        crate::core::mock_layer::run_task_test();
    }

    /// Runs the ternary inference engine.
    pub fn run_bench_inference(&self) {
        crate::core::mock_layer::run_bench_inference();
    }

    /// Runs the scaling sweep experiments.
    pub fn run_scaling_sweep(&self) {
        crate::core::mock_layer::run_scaling_sweep();
    }

    /// Runs the performance report summary.
    pub fn run_perf_report(&self) {
        crate::core::mock_layer::run_perf_report();
    }

    /// Runs the concurrency stress test.
    pub fn run_concurrency_test(&self) {
        crate::core::mock_layer::run_concurrency_test();
    }

    /// Runs the routing stress test.
    pub fn run_routing_stress_test(&self, num_experts: usize) {
        crate::core::mock_layer::run_routing_stress_test(num_experts);
    }

    /// Runs the specialization validation experiment.
    pub fn run_specialization_validation(&self) {
        crate::core::mock_layer::run_specialization_validation();
    }

    /// Runs the divergence diagnostic experiment.
    pub fn run_divergence_diagnostic(&self) {
        crate::core::mock_layer::run_divergence_diagnostic();
    }

    /// Runs the temporal stability diagnostic experiment.
    pub fn run_temporal_diagnostic(&self) {
        crate::core::diagnostic_temporal::run_temporal_stability_diagnostic();
    }

    /// Runs the bifurcation analysis experiment.
    pub fn run_bifurcation_analysis(&self) {
        crate::core::diagnostic_bifurcation::run_bifurcation_analysis();
    }

    /// Runs the MOE route test.
    pub fn run_moe_route_test(&self) {
        crate::core::diagnostic_moe::run_moe_route_test();
    }

    /// Runs the MOE divergence test.
    pub fn run_moe_divergence_test(&self) {
        crate::core::diagnostic_moe::run_moe_expert_divergence_test();
    }

    /// Runs the MOE load report.
    pub fn run_moe_load_report(&self) {
        crate::core::diagnostic_moe::run_moe_load_report();
    }

    /// Runs the behavioral test.
    pub fn run_moe_behavior_test(&self) {
        crate::core::diagnostic_behavioral::run_moe_behavior_test();
    }

    /// Runs the task consistency report.
    pub fn run_moe_task_consistency_report(&self) {
        crate::core::diagnostic_behavioral::run_moe_task_consistency_report();
    }

    /// Runs the routing entropy analysis.
    pub fn run_moe_routing_entropy_analysis(&self) {
        crate::core::diagnostic_behavioral::run_moe_routing_entropy_analysis();
    }

    /// Runs the clustering visualization.
    pub fn run_moe_clustering_visualization(&self) {
        crate::core::diagnostic_behavioral::run_moe_clustering_visualization();
    }

    /// Runs the AEDL report.
    pub fn run_moe_aedl_report(&self, router: &crate::core::routing::MoERouter13) {
        crate::core::diagnostic_aedl::run_moe_aedl_report(router);
    }

    /// Runs the hybrid mode test.
    pub fn run_moe_mode_test(&self, router: &crate::core::routing::MoERouter13) {
        crate::core::diagnostic_hybrid::run_moe_mode_test(router);
    }

    /// Runs the stability scan.
    pub fn run_moe_stability_scan(&self, router: &mut crate::core::routing::MoERouter13) {
        crate::core::diagnostic_hybrid::run_moe_stability_scan(router);
    }

    /// Runs the regime sweep.
    pub fn run_moe_regime_sweep(&self, router: &mut crate::core::routing::MoERouter13) {
        crate::core::diagnostic_hybrid::run_moe_regime_sweep(router);
    }

    /// Runs the routing drift analysis.
    pub fn run_moe_routing_drift_analysis(&self, router: &crate::core::routing::MoERouter13) {
        crate::core::diagnostic_aedl::run_moe_routing_drift_analysis(router);
    }

    /// Runs the causal behavioral attribution test.
    pub fn run_moe_causal_test(&self) {
        crate::core::diagnostic_causal::run_mi_test();
    }

    pub fn run_model_import(&self, hf_id: &str) {
        println!("Importing model: {}", hf_id);
    }

    pub fn run_model_validate(&self) {
        println!("Validating model integrity...");
    }

    pub fn run_model_benchmark(&self) {
        println!("Running benchmark...");
    }

    /// Dispatches the 'forge' command to initiate model ternarization.
    pub fn run_forge(&self, config_path: &str) {
        log::info!("Running 'forge' with config: {}", config_path);
        // Implementation: Instantiate TernarizationPipeline and run
    }

    /// Dispatches the 'infer' command for local-first execution.
    pub fn run_inference(&self, _query: &str) {
        // Implementation: Forward pass via InferenceEngine
    }

    /// Main entry point for the CLI.
    pub fn execute(&self, args: &[String]) {
        if args.is_empty() {
            println!("Albert-MoE-13 CLI: Use 'ternary-test', 'forge', or 'infer'.");
            return;
        }

        match args[0].as_str() {
            "ternary-test" => self.run_mock_test(),
            "layer-test" => self.run_layer_test(),
            "sweep-test" => self.run_sweep_test(),
            "adaptive-test" => self.run_adaptive_test(),
            "multi-layer-test" => self.run_multi_layer_test(),
            "routing-test" => self.run_routing_test(),
            "real-test" => self.run_real_test(),
            "stack-test" => self.run_stack_test(),
            "stable-stack-test" => self.run_stable_stack_test(),
            "task-test" => self.run_task_test(),
            "bench-inference" => self.run_bench_inference(),
            "scaling-sweep" => self.run_scaling_sweep(),
            "perf-report" => self.run_perf_report(),
            "concurrency-test" => self.run_concurrency_test(),
            "routing-stress-test" => {
                if args.len() > 1 {
                    self.run_routing_stress_test(args[1].parse().unwrap_or(2));
                } else {
                    self.run_routing_stress_test(2);
                }
            }
            "specialization-validation" => self.run_specialization_validation(),
            "divergence-diagnostic" => self.run_divergence_diagnostic(),
            "temporal-diagnostic" => self.run_temporal_diagnostic(),
            "bifurcation-analysis" => self.run_bifurcation_analysis(),
            "moe-route-test" => self.run_moe_route_test(),
            "moe-divergence-test" => self.run_moe_divergence_test(),
            "moe-load-report" => self.run_moe_load_report(),
            "moe-behavior-test" => self.run_moe_behavior_test(),
            "moe-task-consistency-report" => self.run_moe_task_consistency_report(),
            "moe-routing-entropy-analysis" => self.run_moe_routing_entropy_analysis(),
            "moe-clustering-visualization" => self.run_moe_clustering_visualization(),
            "moe-causal-test" => self.run_moe_causal_test(),
            "model-import" => {
                if args.len() > 1 {
                    self.run_model_import(&args[1]);
                }
            },
            "model-validate" => self.run_model_validate(),
            "model-benchmark" => self.run_model_benchmark(),
            "forge" => {
                if args.len() > 1 {
                    self.run_forge(&args[1]);
                } else {
                    println!("Usage: albert forge <config_path>");
                }
            }
            "infer" => {
                if args.len() > 1 {
                    self.run_inference(&args[1]);
                } else {
                    println!("Usage: albert infer <query>");
                }
            }
            _ => println!("Unknown command: {}. Use 'ternary-test', 'forge', or 'infer'.", args[0]),
        }
    }
}
