import type { BaseChatModel } from '@langchain/core/language_models/chat_models';
import type { FastifyBaseLogger } from 'fastify';
import { LLMProviderFactory, type ModelConfig, LLMProvider, type LicenseModelsConfig } from './provider.js';
import type { ModelMiddleware } from './middleware.js';
import type { License } from '../types/user.js';

/**
 * Model routing strategies
 */
export enum RoutingStrategy {
  /** Use user's preferred model from license */
  USER_PREFERENCE = 'user_preference',
  /** Route based on query complexity */
  COMPLEXITY = 'complexity',
  /** Route based on license tier */
  LICENSE_TIER = 'license_tier',
  /** Use cheapest available model */
  COST_OPTIMIZED = 'cost_optimized',
}

/**
 * Model router
 * Intelligently selects which model to use based on various factors
 */
export class ModelRouter {
  private factory: LLMProviderFactory;
  private logger: FastifyBaseLogger;
  private defaultModel: ModelConfig;
  private licenseModels?: LicenseModelsConfig;

  constructor(factory: LLMProviderFactory, logger: FastifyBaseLogger) {
    this.factory = factory;
    this.logger = logger;
    this.defaultModel = factory.getDefaultModel();
    this.licenseModels = factory.getLicenseModelsConfig();
  }

  /**
   * Route to appropriate model based on context
   */
  async route(
    message: string,
    license: License,
    strategy: RoutingStrategy = RoutingStrategy.USER_PREFERENCE,
    userId?: string,
    maxTokens?: number
  ): Promise<{ model: BaseChatModel; middleware: ModelMiddleware }> {
    let modelConfig: ModelConfig;

    switch (strategy) {
      case RoutingStrategy.USER_PREFERENCE:
        modelConfig = this.routeByUserPreference(license);
        break;

      case RoutingStrategy.COMPLEXITY:
        modelConfig = this.routeByComplexity(message, license);
        break;

      case RoutingStrategy.LICENSE_TIER:
        modelConfig = this.routeByLicenseTier(license);
        break;

      case RoutingStrategy.COST_OPTIMIZED:
        modelConfig = this.routeByCost(license);
        break;

      default:
        modelConfig = this.defaultModel;
    }

    if (maxTokens !== undefined) {
      modelConfig = { ...modelConfig, maxTokens };
    }

    this.logger.info(
      {
        userId,
        strategy,
        provider: modelConfig.provider,
        model: modelConfig.model,
        maxTokens: modelConfig.maxTokens,
      },
      'Routing to model'
    );

    return this.factory.createModel(modelConfig);
  }

  /**
   * Route based on user's preferred model (if set in license)
   */
  private routeByUserPreference(license: License): ModelConfig {
    // Check if user has custom model preference
    const preferredModel = license.preferredModel as ModelConfig | undefined;

    if (preferredModel && this.isModelAllowed(preferredModel, license)) {
      return preferredModel;
    }

    // Fall back to license tier default
    return this.routeByLicenseTier(license);
  }

  /**
   * Route based on query complexity
   */
  private routeByComplexity(message: string, license: License): ModelConfig {
    const isComplex = this.isComplexQuery(message);

    // Use configuration if available
    if (this.licenseModels) {
      const tierConfig = this.licenseModels[license.licenseType];
      if (tierConfig) {
        const model = isComplex ? tierConfig.complex : tierConfig.default;
        return { provider: this.defaultModel.provider as LLMProvider, model };
      }
    }

    // Fallback to hardcoded defaults
    if (license.licenseType === 'enterprise') {
      return isComplex
        ? { provider: LLMProvider.DEEP_INFRA, model: 'Qwen/Qwen3-235B-A22B-Instruct-2507' }
        : { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' };
    }

    if (license.licenseType === 'pro') {
      return isComplex
        ? { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' }
        : { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' };
    }

    return { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' };
  }

  /**
   * Route based on license tier
   */
  private routeByLicenseTier(license: License): ModelConfig {
    // Use configuration if available
    if (this.licenseModels) {
      const tierConfig = this.licenseModels[license.licenseType];
      if (tierConfig) {
        return { provider: this.defaultModel.provider as LLMProvider, model: tierConfig.default };
      }
    }

    // Fallback to hardcoded defaults
    switch (license.licenseType) {
      case 'enterprise':
        return { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' };

      case 'pro':
        return { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' };

      case 'free':
        return { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' };

      default:
        return this.defaultModel;
    }
  }

  /**
   * Route to cheapest available model
   */
  private routeByCost(license: License): ModelConfig {
    // Use configuration if available
    if (this.licenseModels) {
      const tierConfig = this.licenseModels[license.licenseType];
      if (tierConfig) {
        return { provider: this.defaultModel.provider as LLMProvider, model: tierConfig.cost_optimized };
      }
    }

    // Fallback: use GLM-5
    return { provider: LLMProvider.DEEP_INFRA, model: 'zai-org/GLM-5' };
  }

  /**
   * Check if model is allowed for user's license
   */
  private isModelAllowed(model: ModelConfig, license: License): boolean {
    // Use configuration if available
    if (this.licenseModels) {
      const tierConfig = this.licenseModels[license.licenseType];
      if (tierConfig) {
        // Check allowed_models list if defined
        if (tierConfig.allowed_models && tierConfig.allowed_models.length > 0) {
          return tierConfig.allowed_models.includes(model.model);
        }

        // Check blocked_models list if defined
        if (tierConfig.blocked_models && tierConfig.blocked_models.length > 0) {
          return !tierConfig.blocked_models.includes(model.model);
        }

        // No restrictions if neither list is defined
        return true;
      }
    }

    // Fallback to hardcoded defaults
    if (license.licenseType === 'free') {
      const allowedModels = ['zai-org/GLM-5'];
      return allowedModels.includes(model.model);
    }

    if (license.licenseType === 'pro') {
      const blockedModels = ['Qwen/Qwen3-235B-A22B-Instruct-2507'];
      return !blockedModels.includes(model.model);
    }

    // Enterprise: all models allowed
    return true;
  }

  /**
   * Determine if query is complex
   */
  private isComplexQuery(message: string): boolean {
    const complexityIndicators = [
      // Multi-step analysis
      'backtest',
      'analyze',
      'compare',
      'optimize',

      // Code generation
      'write',
      'create',
      'implement',
      'build',

      // Deep reasoning
      'explain why',
      'what if',
      'how would',

      // Long messages (> 200 chars likely complex)
      message.length > 200,
    ];

    const messageLower = message.toLowerCase();

    return complexityIndicators.some((indicator) =>
      typeof indicator === 'string' ? messageLower.includes(indicator) : indicator
    );
  }
}