ERP-node/backend-node/src/services/nodeFlowExecutionService.ts

/**
 * 노드 플로우 실행 엔진
 *
 * 기능:
 * - 위상 정렬 (Topological Sort)
 * - 레벨별 병렬 실행 (Promise.allSettled)
 * - 독립 트랜잭션 처리
 * - 연쇄 중단 (부모 실패 시 자식 스킵)
 */

import { query, queryOne, transaction } from "../database/db";
import { logger } from "../utils/logger";

// ===== 타입 정의 =====

export interface FlowNode {
  id: string;
  type: NodeType;
  position?: { x: number; y: number };
  data: NodeData;
}

export type NodeType =
  | "tableSource"
  | "externalDBSource"
  | "restAPISource"
  | "condition"
  | "fieldMapping"
  | "dataTransform"
  | "insertAction"
  | "updateAction"
  | "deleteAction"
  | "upsertAction"
  | "comment"
  | "log";

export interface NodeData {
  displayName?: string;
  [key: string]: any;
}

export interface FlowEdge {
  id: string;
  source: string;
  target: string;
  sourceHandle?: string;
  targetHandle?: string;
}

export interface ExecutionContext {
  sourceData?: any[]; // 외부에서 주입된 데이터 (선택된 행 또는 폼 데이터)
  dataSourceType?: string; // "table-selection" | "form" | "none"
  nodeResults: Map<string, NodeResult>;
  executionOrder: string[];
  buttonContext?: ButtonContext;
}

export interface ButtonContext {
  buttonId: string;
  screenId?: number;
  companyCode?: string;
  userId?: string;
  formData?: Record<string, any>;
  selectedRowsData?: Record<string, any>[];
}

export interface NodeResult {
  nodeId: string;
  status: "pending" | "success" | "failed" | "skipped";
  data?: any;
  error?: Error;
  startTime: number;
  endTime?: number;
}

export interface ExecutionResult {
  success: boolean;
  message: string;
  executionTime: number;
  nodes: NodeExecutionSummary[];
  summary: {
    total: number;
    success: number;
    failed: number;
    skipped: number;
  };
}

export interface NodeExecutionSummary {
  nodeId: string;
  nodeName: string;
  nodeType: NodeType;
  status: "success" | "failed" | "skipped" | "pending";
  duration?: number;
  error?: string;
}

// ===== 메인 실행 서비스 =====

export class NodeFlowExecutionService {
  /**
   * 플로우 실행 메인 함수
   */
  static async executeFlow(
    flowId: number,
    contextData: Record<string, any>
  ): Promise<ExecutionResult> {
    const startTime = Date.now();

    try {
      logger.info(`🚀 플로우 실행 시작: flowId=${flowId}`);

      // 1. 플로우 데이터 조회
      const flow = await queryOne<{
        flow_id: number;
        flow_name: string;
        flow_data: any;
      }>(
        `SELECT flow_id, flow_name, flow_data FROM node_flows WHERE flow_id = $1`,
        [flowId]
      );

      if (!flow) {
        throw new Error(`플로우를 찾을 수 없습니다: flowId=${flowId}`);
      }

      const flowData =
        typeof flow.flow_data === "string"
          ? JSON.parse(flow.flow_data)
          : flow.flow_data;

      const { nodes, edges } = flowData;

      logger.info(`📊 플로우 정보:`, {
        flowName: flow.flow_name,
        nodeCount: nodes.length,
        edgeCount: edges.length,
      });

      // 2. 실행 컨텍스트 준비
      const context: ExecutionContext = {
        sourceData: contextData.sourceData || [],
        dataSourceType: contextData.dataSourceType || "none",
        nodeResults: new Map(),
        executionOrder: [],
        buttonContext: {
          buttonId:
            contextData.buttonId || contextData.context?.buttonId || "unknown",
          screenId: contextData.screenId || contextData.context?.screenId,
          companyCode:
            contextData.companyCode || contextData.context?.companyCode,
          userId: contextData.userId || contextData.context?.userId,
          formData: contextData.formData || contextData.context?.formData,
          selectedRowsData:
            contextData.selectedRowsData ||
            contextData.context?.selectedRowsData,
        },
      };

      logger.info(`📦 실행 컨텍스트:`, {
        dataSourceType: context.dataSourceType,
        sourceDataCount: context.sourceData?.length || 0,
        buttonContext: context.buttonContext,
      });

      // 3. 위상 정렬
      const levels = this.topologicalSort(nodes, edges);
      logger.info(`📋 실행 순서 (레벨별):`, levels);

      // 4. 레벨별 실행
      for (const level of levels) {
        await this.executeLevel(level, nodes, edges, context);
      }

      // 5. 결과 생성
      const executionTime = Date.now() - startTime;
      const result = this.generateExecutionResult(
        nodes,
        context,
        executionTime
      );

      logger.info(`✅ 플로우 실행 완료:`, result.summary);

      return result;
    } catch (error) {
      logger.error(`❌ 플로우 실행 실패:`, error);
      throw error;
    }
  }

  /**
   * 소스 데이터 준비
   */
  private static prepareSourceData(contextData: Record<string, any>): any[] {
    const { controlDataSource, formData, selectedRowsData } = contextData;

    switch (controlDataSource) {
      case "form":
        return formData ? [formData] : [];

      case "table-selection":
        return selectedRowsData || [];

      case "both":
        return [
          { source: "form", data: formData },
          { source: "table", data: selectedRowsData },
        ];

      default:
        return formData ? [formData] : [];
    }
  }

  /**
   * 위상 정렬 (Topological Sort)
   * DAG(Directed Acyclic Graph)를 레벨별로 그룹화
   */
  private static topologicalSort(
    nodes: FlowNode[],
    edges: FlowEdge[]
  ): string[][] {
    const levels: string[][] = [];
    const inDegree = new Map<string, number>();
    const adjacency = new Map<string, string[]>();

    // 초기화
    nodes.forEach((node) => {
      inDegree.set(node.id, 0);
      adjacency.set(node.id, []);
    });

    // 진입 차수 계산
    edges.forEach((edge) => {
      inDegree.set(edge.target, (inDegree.get(edge.target) || 0) + 1);
      adjacency.get(edge.source)?.push(edge.target);
    });

    // 레벨별 분류
    let currentLevel = nodes
      .filter((node) => inDegree.get(node.id) === 0)
      .map((node) => node.id);

    while (currentLevel.length > 0) {
      levels.push([...currentLevel]);

      const nextLevel: string[] = [];
      currentLevel.forEach((nodeId) => {
        const neighbors = adjacency.get(nodeId) || [];
        neighbors.forEach((neighbor) => {
          const newDegree = (inDegree.get(neighbor) || 1) - 1;
          inDegree.set(neighbor, newDegree);
          if (newDegree === 0) {
            nextLevel.push(neighbor);
          }
        });
      });

      currentLevel = nextLevel;
    }

    return levels;
  }

  /**
   * 레벨 내 노드 병렬 실행
   */
  private static async executeLevel(
    nodeIds: string[],
    nodes: FlowNode[],
    edges: FlowEdge[],
    context: ExecutionContext
  ): Promise<void> {
    logger.info(`⏳ 레벨 실행 시작: ${nodeIds.length}개 노드`);

    // Promise.allSettled로 병렬 실행
    const results = await Promise.allSettled(
      nodeIds.map((nodeId) => this.executeNode(nodeId, nodes, edges, context))
    );

    // 결과 저장
    results.forEach((result, index) => {
      const nodeId = nodeIds[index];
      if (result.status === "fulfilled") {
        context.nodeResults.set(nodeId, result.value);
        context.executionOrder.push(nodeId);
      } else {
        context.nodeResults.set(nodeId, {
          nodeId,
          status: "failed",
          error: result.reason,
          startTime: Date.now(),
          endTime: Date.now(),
        });
      }
    });

    logger.info(`✅ 레벨 실행 완료`);
  }

  /**
   * 개별 노드 실행
   */
  private static async executeNode(
    nodeId: string,
    nodes: FlowNode[],
    edges: FlowEdge[],
    context: ExecutionContext
  ): Promise<NodeResult> {
    const startTime = Date.now();
    const node = nodes.find((n) => n.id === nodeId);

    if (!node) {
      throw new Error(`노드를 찾을 수 없습니다: ${nodeId}`);
    }

    logger.info(`🔄 노드 실행 시작: ${nodeId} (${node.type})`);

    // 1. 부모 노드 상태 확인 (연쇄 중단)
    const parents = this.getParentNodes(nodeId, edges);
    const parentFailed = parents.some((parentId) => {
      const parentResult = context.nodeResults.get(parentId);
      return parentResult?.status === "failed";
    });

    if (parentFailed) {
      logger.warn(`⏭️ 노드 스킵 (부모 실패): ${nodeId}`);
      return {
        nodeId,
        status: "skipped",
        error: new Error("Parent node failed"),
        startTime,
        endTime: Date.now(),
      };
    }

    // 2. 입력 데이터 준비
    const inputData = this.prepareInputData(nodeId, parents, edges, context);

    // 3. 노드 타입별 실행
    try {
      const result = await this.executeNodeByType(node, inputData, context);

      logger.info(`✅ 노드 실행 성공: ${nodeId}`);

      return {
        nodeId,
        status: "success",
        data: result,
        startTime,
        endTime: Date.now(),
      };
    } catch (error) {
      logger.error(`❌ 노드 실행 실패: ${nodeId}`, error);

      return {
        nodeId,
        status: "failed",
        error: error as Error,
        startTime,
        endTime: Date.now(),
      };
    }
  }

  /**
   * 부모 노드 목록 조회
   */
  private static getParentNodes(nodeId: string, edges: FlowEdge[]): string[] {
    return edges
      .filter((edge) => edge.target === nodeId)
      .map((edge) => edge.source);
  }

  /**
   * 입력 데이터 준비
   */
  private static prepareInputData(
    nodeId: string,
    parents: string[],
    edges: FlowEdge[],
    context: ExecutionContext
  ): any {
    if (parents.length === 0) {
      // 소스 노드: 원본 데이터 사용
      return context.sourceData;
    } else if (parents.length === 1) {
      // 단일 부모: 부모의 결과 데이터 전달
      const parentResult = context.nodeResults.get(parents[0]);
      return parentResult?.data || context.sourceData;
    } else {
      // 다중 부모: 모든 부모의 데이터 병합
      return parents.map((parentId) => {
        const result = context.nodeResults.get(parentId);
        return result?.data || context.sourceData;
      });
    }
  }

  /**
   * 노드 타입별 실행 로직
   */
  private static async executeNodeByType(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    switch (node.type) {
      case "tableSource":
        return this.executeTableSource(node, context);

      case "dataTransform":
        return this.executeDataTransform(node, inputData, context);

      case "insertAction":
        return this.executeInsertAction(node, inputData, context);

      case "updateAction":
        return this.executeUpdateAction(node, inputData, context);

      case "deleteAction":
        return this.executeDeleteAction(node, inputData, context);

      case "upsertAction":
        return this.executeUpsertAction(node, inputData, context);

      case "condition":
        return this.executeCondition(node, inputData, context);

      case "comment":
      case "log":
        // 로그/코멘트는 실행 없이 통과
        logger.info(`📝 ${node.type}: ${node.data.displayName || node.id}`);
        return { message: "Logged" };

      default:
        logger.warn(`⚠️ 지원하지 않는 노드 타입: ${node.type}`);
        return { message: "Unsupported node type" };
    }
  }

  /**
   * 테이블 소스 노드 실행
   */
  private static async executeTableSource(
    node: FlowNode,
    context: ExecutionContext
  ): Promise<any[]> {
    // 🔥 외부에서 주입된 데이터가 있으면 우선 사용
    if (
      context.sourceData &&
      Array.isArray(context.sourceData) &&
      context.sourceData.length > 0
    ) {
      logger.info(
        `📊 외부 주입 데이터 사용: ${context.dataSourceType}, ${context.sourceData.length}건`
      );
      return context.sourceData;
    }

    // 외부 데이터가 없으면 DB 쿼리 실행
    const { tableName, schema, whereConditions } = node.data;

    if (!tableName) {
      logger.warn(
        "⚠️ 테이블 소스 노드에 테이블명이 없고, 외부 데이터도 없습니다."
      );
      return [];
    }

    const schemaPrefix = schema ? `${schema}.` : "";
    const whereClause = whereConditions
      ? `WHERE ${this.buildWhereClause(whereConditions)}`
      : "";

    const sql = `SELECT * FROM ${schemaPrefix}${tableName} ${whereClause}`;

    const result = await query(sql, []);

    logger.info(`📊 테이블 소스 조회: ${tableName}, ${result.length}건`);

    return result;
  }

  /**
   * INSERT 액션 노드 실행
   */
  private static async executeInsertAction(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetType } = node.data;

    // 🔥 타겟 타입별 분기
    switch (targetType) {
      case "internal":
        return this.executeInternalInsert(node, inputData, context);

      case "external":
        return this.executeExternalInsert(node, inputData, context);

      case "api":
        return this.executeApiInsert(node, inputData, context);

      default:
        // 하위 호환성: targetType이 없으면 internal로 간주
        logger.warn(`⚠️ targetType이 설정되지 않음, internal로 간주`);
        return this.executeInternalInsert(node, inputData, context);
    }
  }

  /**
   * 내부 DB INSERT 실행
   */
  private static async executeInternalInsert(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetTable, fieldMappings } = node.data;

    return transaction(async (client) => {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let insertedCount = 0;

      for (const data of dataArray) {
        const fields: string[] = [];
        const values: any[] = [];

        fieldMappings.forEach((mapping: any) => {
          fields.push(mapping.targetField);
          const value =
            mapping.staticValue !== undefined
              ? mapping.staticValue
              : data[mapping.sourceField];
          values.push(value);
        });

        const sql = `
          INSERT INTO ${targetTable} (${fields.join(", ")})
          VALUES (${fields.map((_, i) => `$${i + 1}`).join(", ")})
        `;

        await client.query(sql, values);
        insertedCount++;
      }

      logger.info(
        `✅ INSERT 완료 (내부 DB): ${targetTable}, ${insertedCount}건`
      );

      return { insertedCount };
    });
  }

  /**
   * 외부 DB INSERT 실행
   */
  private static async executeExternalInsert(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const {
      externalConnectionId,
      externalDbType,
      externalTargetTable,
      fieldMappings,
    } = node.data;

    if (!externalConnectionId || !externalTargetTable) {
      throw new Error("외부 DB 커넥션 또는 테이블이 설정되지 않았습니다.");
    }

    logger.info(
      `🔌 외부 DB INSERT 시작: ${externalDbType} - ${externalTargetTable}`
    );

    // 외부 DB 커넥터 생성
    const connector = await this.createExternalConnector(
      externalConnectionId,
      externalDbType
    );

    try {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let insertedCount = 0;

      // 🔥 Oracle의 경우 autoCommit을 false로 설정하여 트랜잭션 제어
      const isOracle = externalDbType.toLowerCase() === "oracle";

      for (const data of dataArray) {
        const fields: string[] = [];
        const values: any[] = [];

        fieldMappings.forEach((mapping: any) => {
          fields.push(mapping.targetField);
          const value =
            mapping.staticValue !== undefined
              ? mapping.staticValue
              : data[mapping.sourceField];
          values.push(value);
        });

        // 외부 DB별 SQL 문법 차이 처리
        let sql: string;
        let params: any[];

        if (isOracle) {
          // Oracle: :1, :2, ... 형식
          const placeholders = fields.map((_, i) => `:${i + 1}`).join(", ");
          sql = `INSERT INTO ${externalTargetTable} (${fields.join(", ")}) VALUES (${placeholders})`;
          params = values;
        } else if (
          ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
        ) {
          // MySQL/MariaDB: ? 형식
          const placeholders = fields.map(() => "?").join(", ");
          sql = `INSERT INTO ${externalTargetTable} (${fields.join(", ")}) VALUES (${placeholders})`;
          params = values;
        } else if (externalDbType.toLowerCase() === "mssql") {
          // MSSQL: @p1, @p2, ... 형식
          const placeholders = fields.map((_, i) => `@p${i + 1}`).join(", ");
          sql = `INSERT INTO ${externalTargetTable} (${fields.join(", ")}) VALUES (${placeholders})`;
          params = values;
        } else {
          // PostgreSQL: $1, $2, ... 형식 (기본)
          const placeholders = fields.map((_, i) => `$${i + 1}`).join(", ");
          sql = `INSERT INTO ${externalTargetTable} (${fields.join(", ")}) VALUES (${placeholders})`;
          params = values;
        }

        await connector.executeQuery(sql, params);
        insertedCount++;
      }

      // 🔥 Oracle의 경우 명시적 COMMIT
      await this.commitExternalTransaction(
        connector,
        externalDbType,
        insertedCount
      );

      logger.info(
        `✅ INSERT 완료 (외부 DB): ${externalTargetTable}, ${insertedCount}건`
      );

      return { insertedCount };
    } catch (error) {
      // 🔥 Oracle의 경우 오류 시 ROLLBACK
      await this.rollbackExternalTransaction(connector, externalDbType);
      throw error;
    } finally {
      // 연결 해제
      await connector.disconnect();
    }
  }

  /**
   * REST API INSERT 실행 (POST 요청)
   */
  private static async executeApiInsert(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const {
      apiEndpoint,
      apiMethod,
      apiAuthType,
      apiAuthConfig,
      apiHeaders,
      apiBodyTemplate,
      fieldMappings,
    } = node.data;

    if (!apiEndpoint) {
      throw new Error("API 엔드포인트가 설정되지 않았습니다.");
    }

    logger.info(`🌐 REST API INSERT 시작: ${apiMethod} ${apiEndpoint}`);

    const axios = require("axios");
    const dataArray = Array.isArray(inputData) ? inputData : [inputData];
    const results: any[] = [];

    for (const data of dataArray) {
      // 헤더 설정
      const headers: any = { ...apiHeaders };

      // 인증 헤더 추가
      if (apiAuthType === "bearer" && apiAuthConfig?.token) {
        headers["Authorization"] = `Bearer ${apiAuthConfig.token}`;
      } else if (
        apiAuthType === "basic" &&
        apiAuthConfig?.username &&
        apiAuthConfig?.password
      ) {
        const credentials = Buffer.from(
          `${apiAuthConfig.username}:${apiAuthConfig.password}`
        ).toString("base64");
        headers["Authorization"] = `Basic ${credentials}`;
      } else if (apiAuthType === "apikey" && apiAuthConfig?.apiKey) {
        const headerName = apiAuthConfig.apiKeyHeader || "X-API-Key";
        headers[headerName] = apiAuthConfig.apiKey;
      }

      // Content-Type 기본값 설정
      if (!headers["Content-Type"]) {
        headers["Content-Type"] = "application/json";
      }

      // 바디 생성 (템플릿 또는 필드 매핑)
      let body: any;

      if (apiBodyTemplate) {
        // 템플릿 변수 치환
        body = this.replaceTemplateVariables(apiBodyTemplate, data);
      } else if (fieldMappings && fieldMappings.length > 0) {
        // 필드 매핑 사용
        body = {};
        fieldMappings.forEach((mapping: any) => {
          const value =
            mapping.staticValue !== undefined
              ? mapping.staticValue
              : data[mapping.sourceField];
          body[mapping.targetField] = value;
        });
      } else {
        // 전체 데이터 전송
        body = data;
      }

      try {
        const response = await axios({
          method: apiMethod || "POST",
          url: apiEndpoint,
          headers,
          data: body,
          timeout: 30000, // 30초 타임아웃
        });

        results.push({
          status: response.status,
          data: response.data,
        });
      } catch (error: any) {
        logger.error(
          `❌ API 요청 실패: ${error.response?.status || error.message}`
        );
        throw error;
      }
    }

    logger.info(`✅ REST API INSERT 완료: ${results.length}건`);

    return { results };
  }

  /**
   * 템플릿 변수 치환 ({{variable}} 형식)
   */
  private static replaceTemplateVariables(template: string, data: any): string {
    let result = template;

    // {{variable}} 형식의 변수를 찾아서 치환
    const matches = template.match(/\{\{([^}]+)\}\}/g);
    if (matches) {
      matches.forEach((match) => {
        const key = match.replace(/\{\{|\}\}/g, "").trim();
        const value = this.getNestedValue(data, key);
        result = result.replace(match, value !== undefined ? value : "");
      });
    }

    return result;
  }

  /**
   * 중첩된 객체 값 가져오기 (예: "user.name")
   */
  private static getNestedValue(obj: any, path: string): any {
    return path.split(".").reduce((current, key) => current?.[key], obj);
  }

  /**
   * 외부 DB 커넥터 생성 (공통 로직)
   */
  private static async createExternalConnector(
    connectionId: number,
    dbType: string
  ): Promise<any> {
    // 외부 DB 커넥션 정보 조회
    const connectionData: any = await queryOne(
      "SELECT * FROM external_db_connections WHERE id = $1",
      [connectionId]
    );

    if (!connectionData) {
      throw new Error(`외부 DB 커넥션을 찾을 수 없습니다: ${connectionId}`);
    }

    // 패스워드 복호화
    const { EncryptUtil } = await import("../utils/encryptUtil");
    const decryptedPassword = EncryptUtil.decrypt(connectionData.password);

    const config = {
      host: connectionData.host,
      port: connectionData.port,
      database: connectionData.database_name,
      user: connectionData.username,
      password: decryptedPassword,
    };

    // DatabaseConnectorFactory를 사용하여 외부 DB 연결
    const { DatabaseConnectorFactory } = await import(
      "../database/DatabaseConnectorFactory"
    );

    return await DatabaseConnectorFactory.createConnector(
      dbType,
      config,
      connectionId
    );
  }

  /**
   * 외부 DB 트랜잭션 커밋 (Oracle 전용)
   */
  private static async commitExternalTransaction(
    connector: any,
    dbType: string,
    count: number
  ): Promise<void> {
    if (dbType.toLowerCase() === "oracle" && count > 0) {
      await connector.executeQuery("COMMIT");
      logger.info(`✅ Oracle COMMIT 실행: ${count}건`);
    }
  }

  /**
   * 외부 DB 트랜잭션 롤백 (Oracle 전용)
   */
  private static async rollbackExternalTransaction(
    connector: any,
    dbType: string
  ): Promise<void> {
    if (dbType.toLowerCase() === "oracle") {
      try {
        await connector.executeQuery("ROLLBACK");
        logger.info(`⚠️ Oracle ROLLBACK 실행 (오류 발생)`);
      } catch (rollbackError) {
        logger.error(`❌ Oracle ROLLBACK 실패:`, rollbackError);
      }
    }
  }

  /**
   * UPDATE 액션 노드 실행
   */
  private static async executeUpdateAction(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetType } = node.data;

    // 🔥 타겟 타입별 분기
    switch (targetType) {
      case "internal":
        return this.executeInternalUpdate(node, inputData, context);

      case "external":
        return this.executeExternalUpdate(node, inputData, context);

      case "api":
        return this.executeApiUpdate(node, inputData, context);

      default:
        // 하위 호환성: targetType이 없으면 internal로 간주
        logger.warn(`⚠️ targetType이 설정되지 않음, internal로 간주`);
        return this.executeInternalUpdate(node, inputData, context);
    }
  }

  /**
   * 내부 DB UPDATE 실행
   */
  private static async executeInternalUpdate(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetTable, fieldMappings, whereConditions } = node.data;

    return transaction(async (client) => {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let updatedCount = 0;

      for (const data of dataArray) {
        const setClauses: string[] = [];
        const values: any[] = [];
        let paramIndex = 1;

        fieldMappings.forEach((mapping: any) => {
          const value =
            mapping.staticValue !== undefined
              ? mapping.staticValue
              : data[mapping.sourceField];
          setClauses.push(`${mapping.targetField} = $${paramIndex}`);
          values.push(value);
          paramIndex++;
        });

        const whereClause = this.buildWhereClause(
          whereConditions,
          data,
          paramIndex
        );

        const sql = `
          UPDATE ${targetTable}
          SET ${setClauses.join(", ")}
          ${whereClause}
        `;

        const result = await client.query(sql, values);
        updatedCount += result.rowCount || 0;
      }

      logger.info(
        `✅ UPDATE 완료 (내부 DB): ${targetTable}, ${updatedCount}건`
      );

      return { updatedCount };
    });
  }

  /**
   * 외부 DB UPDATE 실행
   */
  private static async executeExternalUpdate(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const {
      externalConnectionId,
      externalDbType,
      externalTargetTable,
      fieldMappings,
      whereConditions,
    } = node.data;

    if (!externalConnectionId || !externalTargetTable) {
      throw new Error("외부 DB 커넥션 또는 테이블이 설정되지 않았습니다.");
    }

    logger.info(
      `🔌 외부 DB UPDATE 시작: ${externalDbType} - ${externalTargetTable}`
    );

    // 외부 DB 커넥터 생성
    const connector = await this.createExternalConnector(
      externalConnectionId,
      externalDbType
    );

    try {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let updatedCount = 0;

      for (const data of dataArray) {
        const setClauses: string[] = [];
        const values: any[] = [];
        let paramIndex = 1;

        fieldMappings.forEach((mapping: any) => {
          const value =
            mapping.staticValue !== undefined
              ? mapping.staticValue
              : data[mapping.sourceField];

          // DB별 플레이스홀더
          if (externalDbType.toLowerCase() === "oracle") {
            setClauses.push(`${mapping.targetField} = :${paramIndex}`);
          } else if (
            ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
          ) {
            setClauses.push(`${mapping.targetField} = ?`);
          } else if (externalDbType.toLowerCase() === "mssql") {
            setClauses.push(`${mapping.targetField} = @p${paramIndex}`);
          } else {
            setClauses.push(`${mapping.targetField} = $${paramIndex}`);
          }

          values.push(value);
          paramIndex++;
        });

        // WHERE 조건 생성
        const whereClauses: string[] = [];
        whereConditions?.forEach((condition: any) => {
          const condValue = data[condition.field];

          if (condition.operator === "IS NULL") {
            whereClauses.push(`${condition.field} IS NULL`);
          } else if (condition.operator === "IS NOT NULL") {
            whereClauses.push(`${condition.field} IS NOT NULL`);
          } else {
            if (externalDbType.toLowerCase() === "oracle") {
              whereClauses.push(
                `${condition.field} ${condition.operator} :${paramIndex}`
              );
            } else if (
              ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
            ) {
              whereClauses.push(`${condition.field} ${condition.operator} ?`);
            } else if (externalDbType.toLowerCase() === "mssql") {
              whereClauses.push(
                `${condition.field} ${condition.operator} @p${paramIndex}`
              );
            } else {
              whereClauses.push(
                `${condition.field} ${condition.operator} $${paramIndex}`
              );
            }
            values.push(condValue);
            paramIndex++;
          }
        });

        const whereClause =
          whereClauses.length > 0 ? `WHERE ${whereClauses.join(" AND ")}` : "";

        const sql = `UPDATE ${externalTargetTable} SET ${setClauses.join(", ")} ${whereClause}`;

        const result = await connector.executeQuery(sql, values);
        updatedCount += result.rowCount || result.affectedRows || 0;
      }

      // 🔥 Oracle의 경우 명시적 COMMIT
      await this.commitExternalTransaction(
        connector,
        externalDbType,
        updatedCount
      );

      logger.info(
        `✅ UPDATE 완료 (외부 DB): ${externalTargetTable}, ${updatedCount}건`
      );

      return { updatedCount };
    } catch (error) {
      // 🔥 Oracle의 경우 오류 시 ROLLBACK
      await this.rollbackExternalTransaction(connector, externalDbType);
      throw error;
    } finally {
      await connector.disconnect();
    }
  }

  /**
   * REST API UPDATE 실행 (PUT/PATCH 요청)
   */
  private static async executeApiUpdate(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const {
      apiEndpoint,
      apiMethod,
      apiAuthType,
      apiAuthConfig,
      apiHeaders,
      apiBodyTemplate,
      fieldMappings,
    } = node.data;

    if (!apiEndpoint) {
      throw new Error("API 엔드포인트가 설정되지 않았습니다.");
    }

    logger.info(`🌐 REST API UPDATE 시작: ${apiMethod} ${apiEndpoint}`);

    const axios = require("axios");
    const dataArray = Array.isArray(inputData) ? inputData : [inputData];
    const results: any[] = [];

    for (const data of dataArray) {
      // 헤더 설정
      const headers: any = { ...apiHeaders };

      // 인증 헤더 추가
      if (apiAuthType === "bearer" && apiAuthConfig?.token) {
        headers["Authorization"] = `Bearer ${apiAuthConfig.token}`;
      } else if (
        apiAuthType === "basic" &&
        apiAuthConfig?.username &&
        apiAuthConfig?.password
      ) {
        const credentials = Buffer.from(
          `${apiAuthConfig.username}:${apiAuthConfig.password}`
        ).toString("base64");
        headers["Authorization"] = `Basic ${credentials}`;
      } else if (apiAuthType === "apikey" && apiAuthConfig?.apiKey) {
        const headerName = apiAuthConfig.apiKeyHeader || "X-API-Key";
        headers[headerName] = apiAuthConfig.apiKey;
      }

      if (!headers["Content-Type"]) {
        headers["Content-Type"] = "application/json";
      }

      // 바디 생성
      let body: any;

      if (apiBodyTemplate) {
        body = this.replaceTemplateVariables(apiBodyTemplate, data);
      } else if (fieldMappings && fieldMappings.length > 0) {
        body = {};
        fieldMappings.forEach((mapping: any) => {
          const value =
            mapping.staticValue !== undefined
              ? mapping.staticValue
              : data[mapping.sourceField];
          body[mapping.targetField] = value;
        });
      } else {
        body = data;
      }

      try {
        const response = await axios({
          method: apiMethod || "PUT",
          url: apiEndpoint,
          headers,
          data: body,
          timeout: 30000,
        });

        results.push({
          status: response.status,
          data: response.data,
        });
      } catch (error: any) {
        logger.error(
          `❌ API 요청 실패: ${error.response?.status || error.message}`
        );
        throw error;
      }
    }

    logger.info(`✅ REST API UPDATE 완료: ${results.length}건`);

    return { results };
  }

  /**
   * DELETE 액션 노드 실행
   */
  private static async executeDeleteAction(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetType } = node.data;

    // 🔥 타겟 타입별 분기
    switch (targetType) {
      case "internal":
        return this.executeInternalDelete(node, inputData, context);

      case "external":
        return this.executeExternalDelete(node, inputData, context);

      case "api":
        return this.executeApiDelete(node, inputData, context);

      default:
        // 하위 호환성: targetType이 없으면 internal로 간주
        logger.warn(`⚠️ targetType이 설정되지 않음, internal로 간주`);
        return this.executeInternalDelete(node, inputData, context);
    }
  }

  /**
   * 내부 DB DELETE 실행
   */
  private static async executeInternalDelete(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetTable, whereConditions } = node.data;

    return transaction(async (client) => {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let deletedCount = 0;

      for (const data of dataArray) {
        const whereClause = this.buildWhereClause(whereConditions, data, 1);

        const sql = `DELETE FROM ${targetTable} ${whereClause}`;

        const result = await client.query(sql, []);
        deletedCount += result.rowCount || 0;
      }

      logger.info(
        `✅ DELETE 완료 (내부 DB): ${targetTable}, ${deletedCount}건`
      );

      return { deletedCount };
    });
  }

  /**
   * 외부 DB DELETE 실행
   */
  private static async executeExternalDelete(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const {
      externalConnectionId,
      externalDbType,
      externalTargetTable,
      whereConditions,
    } = node.data;

    if (!externalConnectionId || !externalTargetTable) {
      throw new Error("외부 DB 커넥션 또는 테이블이 설정되지 않았습니다.");
    }

    logger.info(
      `🔌 외부 DB DELETE 시작: ${externalDbType} - ${externalTargetTable}`
    );

    // 외부 DB 커넥터 생성
    const connector = await this.createExternalConnector(
      externalConnectionId,
      externalDbType
    );

    try {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let deletedCount = 0;

      for (const data of dataArray) {
        const whereClauses: string[] = [];
        const values: any[] = [];
        let paramIndex = 1;

        // WHERE 조건 생성
        whereConditions?.forEach((condition: any) => {
          const condValue = data[condition.field];

          if (condition.operator === "IS NULL") {
            whereClauses.push(`${condition.field} IS NULL`);
          } else if (condition.operator === "IS NOT NULL") {
            whereClauses.push(`${condition.field} IS NOT NULL`);
          } else {
            if (externalDbType.toLowerCase() === "oracle") {
              whereClauses.push(
                `${condition.field} ${condition.operator} :${paramIndex}`
              );
            } else if (
              ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
            ) {
              whereClauses.push(`${condition.field} ${condition.operator} ?`);
            } else if (externalDbType.toLowerCase() === "mssql") {
              whereClauses.push(
                `${condition.field} ${condition.operator} @p${paramIndex}`
              );
            } else {
              whereClauses.push(
                `${condition.field} ${condition.operator} $${paramIndex}`
              );
            }
            values.push(condValue);
            paramIndex++;
          }
        });

        const whereClause =
          whereClauses.length > 0 ? `WHERE ${whereClauses.join(" AND ")}` : "";

        if (!whereClause) {
          throw new Error(
            "DELETE 작업에 WHERE 조건이 필요합니다. (전체 삭제 방지)"
          );
        }

        const sql = `DELETE FROM ${externalTargetTable} ${whereClause}`;

        const result = await connector.executeQuery(sql, values);
        deletedCount += result.rowCount || result.affectedRows || 0;
      }

      // 🔥 Oracle의 경우 명시적 COMMIT
      await this.commitExternalTransaction(
        connector,
        externalDbType,
        deletedCount
      );

      logger.info(
        `✅ DELETE 완료 (외부 DB): ${externalTargetTable}, ${deletedCount}건`
      );

      return { deletedCount };
    } catch (error) {
      // 🔥 Oracle의 경우 오류 시 ROLLBACK
      await this.rollbackExternalTransaction(connector, externalDbType);
      throw error;
    } finally {
      await connector.disconnect();
    }
  }

  /**
   * REST API DELETE 실행 (DELETE 요청)
   */
  private static async executeApiDelete(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { apiEndpoint, apiAuthType, apiAuthConfig, apiHeaders } = node.data;

    if (!apiEndpoint) {
      throw new Error("API 엔드포인트가 설정되지 않았습니다.");
    }

    logger.info(`🌐 REST API DELETE 시작: ${apiEndpoint}`);

    const axios = require("axios");
    const dataArray = Array.isArray(inputData) ? inputData : [inputData];
    const results: any[] = [];

    for (const data of dataArray) {
      // 헤더 설정
      const headers: any = { ...apiHeaders };

      // 인증 헤더 추가
      if (apiAuthType === "bearer" && apiAuthConfig?.token) {
        headers["Authorization"] = `Bearer ${apiAuthConfig.token}`;
      } else if (
        apiAuthType === "basic" &&
        apiAuthConfig?.username &&
        apiAuthConfig?.password
      ) {
        const credentials = Buffer.from(
          `${apiAuthConfig.username}:${apiAuthConfig.password}`
        ).toString("base64");
        headers["Authorization"] = `Basic ${credentials}`;
      } else if (apiAuthType === "apikey" && apiAuthConfig?.apiKey) {
        const headerName = apiAuthConfig.apiKeyHeader || "X-API-Key";
        headers[headerName] = apiAuthConfig.apiKey;
      }

      // DELETE는 일반적으로 URL 파라미터 또는 경로에 ID 포함
      // 템플릿 변수 치환 지원 (예: /api/users/{{id}})
      const url = this.replaceTemplateVariables(apiEndpoint, data);

      try {
        const response = await axios({
          method: "DELETE",
          url,
          headers,
          timeout: 30000,
        });

        results.push({
          status: response.status,
          data: response.data,
        });
      } catch (error: any) {
        logger.error(
          `❌ API 요청 실패: ${error.response?.status || error.message}`
        );
        throw error;
      }
    }

    logger.info(`✅ REST API DELETE 완료: ${results.length}건`);

    return { results };
  }

  /**
   * UPSERT 액션 노드 실행
   */
  private static async executeUpsertAction(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetType } = node.data;

    // 🔥 타겟 타입별 분기
    switch (targetType) {
      case "internal":
        return this.executeInternalUpsert(node, inputData, context);

      case "external":
        return this.executeExternalUpsert(node, inputData, context);

      case "api":
        return this.executeApiUpsert(node, inputData, context);

      default:
        // 하위 호환성: targetType이 없으면 internal로 간주
        logger.warn(`⚠️ targetType이 설정되지 않음, internal로 간주`);
        return this.executeInternalUpsert(node, inputData, context);
    }
  }

  /**
   * 내부 DB UPSERT 실행 (로직 기반)
   * DB 제약 조건 없이 SELECT → UPDATE or INSERT 방식으로 구현
   */
  private static async executeInternalUpsert(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const { targetTable, fieldMappings, conflictKeys } = node.data;

    if (!targetTable || !fieldMappings || fieldMappings.length === 0) {
      throw new Error("UPSERT 액션에 필수 설정이 누락되었습니다.");
    }

    if (!conflictKeys || conflictKeys.length === 0) {
      throw new Error("UPSERT 액션에 충돌 키(Conflict Keys)가 필요합니다.");
    }

    return transaction(async (client) => {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let insertedCount = 0;
      let updatedCount = 0;

      for (const data of dataArray) {
        // 1. 충돌 키 값 추출
        const conflictKeyValues: Record<string, any> = {};
        conflictKeys.forEach((key: string) => {
          const mapping = fieldMappings.find((m: any) => m.targetField === key);
          if (mapping) {
            conflictKeyValues[key] =
              mapping.staticValue !== undefined
                ? mapping.staticValue
                : data[mapping.sourceField];
          }
        });

        // 2. 존재 여부 확인 (SELECT)
        const whereConditions = conflictKeys
          .map((key: string, index: number) => `${key} = $${index + 1}`)
          .join(" AND ");
        const whereValues = conflictKeys.map(
          (key: string) => conflictKeyValues[key]
        );

        const checkSql = `SELECT id FROM ${targetTable} WHERE ${whereConditions} LIMIT 1`;
        const existingRow = await client.query(checkSql, whereValues);

        if (existingRow.rows.length > 0) {
          // 3-A. 존재하면 UPDATE
          const setClauses: string[] = [];
          const updateValues: any[] = [];
          let paramIndex = 1;

          fieldMappings.forEach((mapping: any) => {
            // 충돌 키가 아닌 필드만 UPDATE
            if (!conflictKeys.includes(mapping.targetField)) {
              const value =
                mapping.staticValue !== undefined
                  ? mapping.staticValue
                  : data[mapping.sourceField];
              setClauses.push(`${mapping.targetField} = $${paramIndex}`);
              updateValues.push(value);
              paramIndex++;
            }
          });

          // WHERE 조건 생성 (파라미터 인덱스 이어서)
          const updateWhereConditions = conflictKeys
            .map(
              (key: string, index: number) => `${key} = $${paramIndex + index}`
            )
            .join(" AND ");

          // WHERE 조건 값 추가
          whereValues.forEach((val: any) => {
            updateValues.push(val);
          });

          const updateSql = `
            UPDATE ${targetTable}
            SET ${setClauses.join(", ")}
            WHERE ${updateWhereConditions}
          `;

          logger.info(`🔄 UPDATE 실행:`, {
            table: targetTable,
            conflictKeys,
            conflictKeyValues,
            sql: updateSql,
            values: updateValues,
          });

          await client.query(updateSql, updateValues);
          updatedCount++;
        } else {
          // 3-B. 없으면 INSERT
          const columns: string[] = [];
          const values: any[] = [];

          fieldMappings.forEach((mapping: any) => {
            const value =
              mapping.staticValue !== undefined
                ? mapping.staticValue
                : data[mapping.sourceField];
            columns.push(mapping.targetField);
            values.push(value);
          });

          const placeholders = values.map((_, i) => `$${i + 1}`).join(", ");
          const insertSql = `
            INSERT INTO ${targetTable} (${columns.join(", ")})
            VALUES (${placeholders})
          `;

          logger.info(`➕ INSERT 실행:`, {
            table: targetTable,
            conflictKeys,
            conflictKeyValues,
          });

          await client.query(insertSql, values);
          insertedCount++;
        }
      }

      logger.info(
        `✅ UPSERT 완료 (내부 DB): ${targetTable}, INSERT ${insertedCount}건, UPDATE ${updatedCount}건`
      );

      return {
        insertedCount,
        updatedCount,
        totalCount: insertedCount + updatedCount,
      };
    });
  }

  /**
   * 외부 DB UPSERT 실행 (로직 기반)
   */
  private static async executeExternalUpsert(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const {
      externalConnectionId,
      externalDbType,
      externalTargetTable,
      fieldMappings,
      conflictKeys,
    } = node.data;

    if (!externalConnectionId || !externalTargetTable) {
      throw new Error("외부 DB 커넥션 또는 테이블이 설정되지 않았습니다.");
    }

    if (!fieldMappings || fieldMappings.length === 0) {
      throw new Error("UPSERT 액션에 필수 설정이 누락되었습니다.");
    }

    if (!conflictKeys || conflictKeys.length === 0) {
      throw new Error("UPSERT 액션에 충돌 키(Conflict Keys)가 필요합니다.");
    }

    logger.info(
      `🔌 외부 DB UPSERT 시작: ${externalDbType} - ${externalTargetTable}`
    );

    // 외부 DB 커넥터 생성
    const connector = await this.createExternalConnector(
      externalConnectionId,
      externalDbType
    );

    try {
      const dataArray = Array.isArray(inputData) ? inputData : [inputData];
      let insertedCount = 0;
      let updatedCount = 0;

      for (const data of dataArray) {
        // 1. 충돌 키 값 추출
        const conflictKeyValues: Record<string, any> = {};
        conflictKeys.forEach((key: string) => {
          const mapping = fieldMappings.find((m: any) => m.targetField === key);
          if (mapping) {
            conflictKeyValues[key] =
              mapping.staticValue !== undefined
                ? mapping.staticValue
                : data[mapping.sourceField];
          }
        });

        // 2. 존재 여부 확인 (SELECT)
        const whereClauses: string[] = [];
        const whereValues: any[] = [];
        let paramIndex = 1;

        conflictKeys.forEach((key: string) => {
          if (externalDbType.toLowerCase() === "oracle") {
            whereClauses.push(`${key} = :${paramIndex}`);
          } else if (
            ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
          ) {
            whereClauses.push(`${key} = ?`);
          } else if (externalDbType.toLowerCase() === "mssql") {
            whereClauses.push(`${key} = @p${paramIndex}`);
          } else {
            whereClauses.push(`${key} = $${paramIndex}`);
          }
          whereValues.push(conflictKeyValues[key]);
          paramIndex++;
        });

        const checkSql = `SELECT * FROM ${externalTargetTable} WHERE ${whereClauses.join(" AND ")} LIMIT 1`;
        const existingRow = await connector.executeQuery(checkSql, whereValues);

        const hasExistingRow =
          existingRow.rows?.length > 0 || existingRow.length > 0;

        if (hasExistingRow) {
          // 3-A. 존재하면 UPDATE
          const setClauses: string[] = [];
          const updateValues: any[] = [];
          paramIndex = 1;

          fieldMappings.forEach((mapping: any) => {
            if (!conflictKeys.includes(mapping.targetField)) {
              const value =
                mapping.staticValue !== undefined
                  ? mapping.staticValue
                  : data[mapping.sourceField];

              if (externalDbType.toLowerCase() === "oracle") {
                setClauses.push(`${mapping.targetField} = :${paramIndex}`);
              } else if (
                ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
              ) {
                setClauses.push(`${mapping.targetField} = ?`);
              } else if (externalDbType.toLowerCase() === "mssql") {
                setClauses.push(`${mapping.targetField} = @p${paramIndex}`);
              } else {
                setClauses.push(`${mapping.targetField} = $${paramIndex}`);
              }

              updateValues.push(value);
              paramIndex++;
            }
          });

          // WHERE 조건 생성
          const updateWhereClauses: string[] = [];
          conflictKeys.forEach((key: string) => {
            if (externalDbType.toLowerCase() === "oracle") {
              updateWhereClauses.push(`${key} = :${paramIndex}`);
            } else if (
              ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
            ) {
              updateWhereClauses.push(`${key} = ?`);
            } else if (externalDbType.toLowerCase() === "mssql") {
              updateWhereClauses.push(`${key} = @p${paramIndex}`);
            } else {
              updateWhereClauses.push(`${key} = $${paramIndex}`);
            }
            updateValues.push(conflictKeyValues[key]);
            paramIndex++;
          });

          const updateSql = `UPDATE ${externalTargetTable} SET ${setClauses.join(", ")} WHERE ${updateWhereClauses.join(" AND ")}`;

          await connector.executeQuery(updateSql, updateValues);
          updatedCount++;
        } else {
          // 3-B. 없으면 INSERT
          const columns: string[] = [];
          const values: any[] = [];

          fieldMappings.forEach((mapping: any) => {
            const value =
              mapping.staticValue !== undefined
                ? mapping.staticValue
                : data[mapping.sourceField];
            columns.push(mapping.targetField);
            values.push(value);
          });

          let insertSql: string;
          if (externalDbType.toLowerCase() === "oracle") {
            const placeholders = columns.map((_, i) => `:${i + 1}`).join(", ");
            insertSql = `INSERT INTO ${externalTargetTable} (${columns.join(", ")}) VALUES (${placeholders})`;
          } else if (
            ["mysql", "mariadb"].includes(externalDbType.toLowerCase())
          ) {
            const placeholders = columns.map(() => "?").join(", ");
            insertSql = `INSERT INTO ${externalTargetTable} (${columns.join(", ")}) VALUES (${placeholders})`;
          } else if (externalDbType.toLowerCase() === "mssql") {
            const placeholders = columns.map((_, i) => `@p${i + 1}`).join(", ");
            insertSql = `INSERT INTO ${externalTargetTable} (${columns.join(", ")}) VALUES (${placeholders})`;
          } else {
            const placeholders = columns.map((_, i) => `$${i + 1}`).join(", ");
            insertSql = `INSERT INTO ${externalTargetTable} (${columns.join(", ")}) VALUES (${placeholders})`;
          }

          await connector.executeQuery(insertSql, values);
          insertedCount++;
        }
      }

      // 🔥 Oracle의 경우 명시적 COMMIT
      await this.commitExternalTransaction(
        connector,
        externalDbType,
        insertedCount + updatedCount
      );

      logger.info(
        `✅ UPSERT 완료 (외부 DB): ${externalTargetTable}, INSERT ${insertedCount}건, UPDATE ${updatedCount}건`
      );

      return {
        insertedCount,
        updatedCount,
        totalCount: insertedCount + updatedCount,
      };
    } catch (error) {
      // 🔥 Oracle의 경우 오류 시 ROLLBACK
      await this.rollbackExternalTransaction(connector, externalDbType);
      throw error;
    } finally {
      await connector.disconnect();
    }
  }

  /**
   * REST API UPSERT 실행 (POST/PUT 요청)
   * API 응답에 따라 INSERT/UPDATE 판단
   */
  private static async executeApiUpsert(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any> {
    const {
      apiEndpoint,
      apiMethod,
      apiAuthType,
      apiAuthConfig,
      apiHeaders,
      apiBodyTemplate,
      fieldMappings,
    } = node.data;

    if (!apiEndpoint) {
      throw new Error("API 엔드포인트가 설정되지 않았습니다.");
    }

    logger.info(`🌐 REST API UPSERT 시작: ${apiMethod} ${apiEndpoint}`);

    const axios = require("axios");
    const dataArray = Array.isArray(inputData) ? inputData : [inputData];
    const results: any[] = [];

    for (const data of dataArray) {
      // 헤더 설정
      const headers: any = { ...apiHeaders };

      // 인증 헤더 추가
      if (apiAuthType === "bearer" && apiAuthConfig?.token) {
        headers["Authorization"] = `Bearer ${apiAuthConfig.token}`;
      } else if (
        apiAuthType === "basic" &&
        apiAuthConfig?.username &&
        apiAuthConfig?.password
      ) {
        const credentials = Buffer.from(
          `${apiAuthConfig.username}:${apiAuthConfig.password}`
        ).toString("base64");
        headers["Authorization"] = `Basic ${credentials}`;
      } else if (apiAuthType === "apikey" && apiAuthConfig?.apiKey) {
        const headerName = apiAuthConfig.apiKeyHeader || "X-API-Key";
        headers[headerName] = apiAuthConfig.apiKey;
      }

      if (!headers["Content-Type"]) {
        headers["Content-Type"] = "application/json";
      }

      // 바디 생성
      let body: any;

      if (apiBodyTemplate) {
        body = this.replaceTemplateVariables(apiBodyTemplate, data);
      } else if (fieldMappings && fieldMappings.length > 0) {
        body = {};
        fieldMappings.forEach((mapping: any) => {
          const value =
            mapping.staticValue !== undefined
              ? mapping.staticValue
              : data[mapping.sourceField];
          body[mapping.targetField] = value;
        });
      } else {
        body = data;
      }

      try {
        // UPSERT는 일반적으로 PUT 메서드 사용 (멱등성)
        const response = await axios({
          method: apiMethod || "PUT",
          url: apiEndpoint,
          headers,
          data: body,
          timeout: 30000,
        });

        results.push({
          status: response.status,
          data: response.data,
        });
      } catch (error: any) {
        logger.error(
          `❌ API 요청 실패: ${error.response?.status || error.message}`
        );
        throw error;
      }
    }

    logger.info(`✅ REST API UPSERT 완료: ${results.length}건`);

    return { results };
  }

  /**
   * 조건 노드 실행
   */
  private static async executeCondition(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<boolean> {
    const { conditions, logic } = node.data;

    const results = conditions.map((condition: any) => {
      const fieldValue = inputData[condition.field];
      return this.evaluateCondition(
        fieldValue,
        condition.operator,
        condition.value
      );
    });

    const result =
      logic === "OR"
        ? results.some((r: boolean) => r)
        : results.every((r: boolean) => r);

    logger.info(`🔍 조건 평가 결과: ${result}`);

    return result;
  }

  /**
   * WHERE 절 생성
   */
  private static buildWhereClause(
    conditions: any[],
    data?: any,
    startIndex: number = 1
  ): string {
    if (!conditions || conditions.length === 0) {
      return "";
    }

    const clauses = conditions.map((condition, index) => {
      const value = data ? data[condition.field] : condition.value;
      return `${condition.field} ${condition.operator} $${startIndex + index}`;
    });

    return `WHERE ${clauses.join(" AND ")}`;
  }

  /**
   * 조건 평가
   */
  private static evaluateCondition(
    fieldValue: any,
    operator: string,
    expectedValue: any
  ): boolean {
    switch (operator) {
      case "equals":
      case "=":
        return fieldValue === expectedValue;
      case "notEquals":
      case "!=":
        return fieldValue !== expectedValue;
      case "greaterThan":
      case ">":
        return fieldValue > expectedValue;
      case "lessThan":
      case "<":
        return fieldValue < expectedValue;
      case "contains":
        return String(fieldValue).includes(String(expectedValue));
      default:
        return false;
    }
  }

  /**
   * 실행 결과 생성
   */
  private static generateExecutionResult(
    nodes: FlowNode[],
    context: ExecutionContext,
    executionTime: number
  ): ExecutionResult {
    const nodeSummaries: NodeExecutionSummary[] = nodes.map((node) => {
      const result = context.nodeResults.get(node.id);
      return {
        nodeId: node.id,
        nodeName: node.data.displayName || node.id,
        nodeType: node.type,
        status: result?.status || "pending",
        duration: result?.endTime
          ? result.endTime - result.startTime
          : undefined,
        error: result?.error?.message,
      };
    });

    const summary = {
      total: nodes.length,
      success: nodeSummaries.filter((n) => n.status === "success").length,
      failed: nodeSummaries.filter((n) => n.status === "failed").length,
      skipped: nodeSummaries.filter((n) => n.status === "skipped").length,
    };

    const success = summary.failed === 0;

    return {
      success,
      message: success
        ? `플로우 실행 성공 (${summary.success}/${summary.total})`
        : `플로우 실행 부분 실패 (성공: ${summary.success}, 실패: ${summary.failed})`,
      executionTime,
      nodes: nodeSummaries,
      summary,
    };
  }

  /**
   * 데이터 변환 노드 실행
   */
  private static async executeDataTransform(
    node: FlowNode,
    inputData: any,
    context: ExecutionContext
  ): Promise<any[]> {
    const { transformations } = node.data;

    if (
      !transformations ||
      !Array.isArray(transformations) ||
      transformations.length === 0
    ) {
      logger.warn(`⚠️ 데이터 변환 노드에 변환 규칙이 없습니다: ${node.id}`);
      return Array.isArray(inputData) ? inputData : [inputData];
    }

    // inputData를 배열로 정규화
    const rows = Array.isArray(inputData) ? inputData : [inputData];
    logger.info(
      `🔄 데이터 변환 시작: ${rows.length}개 행, ${transformations.length}개 변환`
    );

    // 각 변환 규칙을 순차적으로 적용
    let transformedRows = rows;

    for (const transform of transformations) {
      const transformType = transform.type;
      logger.info(`   🔹 변환 적용: ${transformType}`);

      transformedRows = this.applyTransformation(transformedRows, transform);
    }

    logger.info(`✅ 데이터 변환 완료: ${transformedRows.length}개 행`);
    return transformedRows;
  }

  /**
   * 단일 변환 규칙 적용
   */
  private static applyTransformation(rows: any[], transform: any): any[] {
    const {
      type,
      sourceField,
      targetField,
      delimiter,
      separator,
      searchValue,
      replaceValue,
      splitIndex,
      castType,
      expression,
    } = transform;

    // 타겟 필드 결정 (비어있으면 소스 필드 사용 = in-place)
    const actualTargetField = targetField || sourceField;

    switch (type) {
      case "UPPERCASE":
        return rows.map((row) => ({
          ...row,
          [actualTargetField]:
            row[sourceField]?.toString().toUpperCase() || row[sourceField],
        }));

      case "LOWERCASE":
        return rows.map((row) => ({
          ...row,
          [actualTargetField]:
            row[sourceField]?.toString().toLowerCase() || row[sourceField],
        }));

      case "TRIM":
        return rows.map((row) => ({
          ...row,
          [actualTargetField]:
            row[sourceField]?.toString().trim() || row[sourceField],
        }));

      case "EXPLODE":
        return this.applyExplode(
          rows,
          sourceField,
          actualTargetField,
          delimiter || ","
        );

      case "CONCAT":
        return rows.map((row) => {
          const value1 = row[sourceField] || "";
          // CONCAT은 여러 필드를 합칠 수 있지만, 단순화하여 expression 사용
          const value2 = expression || "";
          return {
            ...row,
            [actualTargetField]: `${value1}${separator || ""}${value2}`,
          };
        });

      case "SPLIT":
        return rows.map((row) => {
          const value = row[sourceField]?.toString() || "";
          const parts = value.split(delimiter || ",");
          const index = splitIndex !== undefined ? splitIndex : 0;
          return {
            ...row,
            [actualTargetField]: parts[index] || "",
          };
        });

      case "REPLACE":
        return rows.map((row) => {
          const value = row[sourceField]?.toString() || "";
          const replaced = value.replace(
            new RegExp(searchValue || "", "g"),
            replaceValue || ""
          );
          return {
            ...row,
            [actualTargetField]: replaced,
          };
        });

      case "CAST":
        return rows.map((row) => {
          const value = row[sourceField];
          let castedValue = value;

          switch (castType) {
            case "string":
              castedValue = value?.toString() || "";
              break;
            case "number":
              castedValue = parseFloat(value) || 0;
              break;
            case "boolean":
              castedValue = Boolean(value);
              break;
            case "date":
              castedValue = new Date(value);
              break;
          }

          return {
            ...row,
            [actualTargetField]: castedValue,
          };
        });

      case "FORMAT":
      case "CALCULATE":
      case "JSON_EXTRACT":
      case "CUSTOM":
        // 표현식 기반 변환 (현재는 단순 구현)
        logger.warn(`⚠️ ${type} 변환은 아직 완전히 구현되지 않았습니다.`);
        return rows.map((row) => ({
          ...row,
          [actualTargetField]: row[sourceField] || "",
        }));

      default:
        logger.warn(`⚠️ 지원하지 않는 변환 타입: ${type}`);
        return rows;
    }
  }

  /**
   * EXPLODE 변환: 1개 행을 N개 행으로 확장
   */
  private static applyExplode(
    rows: any[],
    sourceField: string,
    targetField: string,
    delimiter: string
  ): any[] {
    const expandedRows: any[] = [];

    for (const row of rows) {
      const value = row[sourceField];

      if (!value) {
        // 값이 없으면 원본 행 유지
        expandedRows.push(row);
        continue;
      }

      // 문자열을 구분자로 분리
      const values = value
        .toString()
        .split(delimiter)
        .map((v: string) => v.trim());

      // 각 값마다 새 행 생성
      for (const val of values) {
        expandedRows.push({
          ...row, // 다른 필드들은 복제
          [targetField]: val, // 타겟 필드에 분리된 값 저장
        });
      }
    }

    logger.info(
      `   💥 EXPLODE: ${rows.length}개 행 → ${expandedRows.length}개 행`
    );
    return expandedRows;
  }
}