ZKLT/Hadoop/ZKLT.Hadoop/TableService.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Security.Policy;
using System.Text;
using System.Threading.Tasks;
using MySql.Data.MySqlClient;
using Dapper;
using ZKLT.Hadoop.Interface;
using ZKLT.Hadoop.Model;
using MySqlX.XDevAPI.Relational;
using Mysqlx.Crud;
using Newtonsoft.Json;
using Mysqlx.Resultset;
using Newtonsoft.Json.Linq;
using System.Transactions;

namespace ZKLT.Hadoop
{
    public class TableService : ITableService
    {
        public TableService()
        {
            _Source = new HDP_Source();

            _Tables = new List<HDP_Table>();
        }

        private HDP_Source _Source;

        private List<HDP_Table> _Tables;

        /// <summary>
        /// 合并条件
        /// </summary>
        /// <param name="table">表</param>
        /// <param name="where">条件</param>
        /// <param name="data">数据</param>
        /// <param name="param">参数</param>
        private string MergeWhere(HDP_Table table, JToken? where, JToken? data, Dictionary<string, object> param)
        {
            StringBuilder _wherestr = new StringBuilder();
            string _guid = "";
            if (where != null && data != null)
            {
                _wherestr.AppendLine("WHERE");
                var _wheres = new List<JObject>();
                var _datas = new List<JObject>();
                if (where.Type == JTokenType.Object)
                {
                    _wheres.Add((JObject)where);
                    _datas.Add((JObject)data);
                }
                else if (where.Type == JTokenType.Array)
                {
                    for (var i = 0; i < where.Count(); i++)
                    {
                        _wheres.Add((JObject)where.Children().ToArray()[i]);
                        _datas.Add((JObject)data.Children().ToArray()[i]);
                    }
                }
                for (var j = 0; j < _wheres.Count; j++)
                {
                    if (j > 0)
                    {
                        _wherestr.AppendLine("OR");
                    }
                    _wherestr.AppendLine("(");
                    _wherestr.AppendLine("1 = 1");
                    var _where = _wheres[j];
                    var _data = _datas[j];
                    if (_where.Count > 0)
                    {
                        var _fileds = _where.Children().ToArray();
                        for (var i = 0; i < _fileds.Length; i++)
                        {
                            var _item = (JProperty)_fileds[i];
                            if (table.Columns!.Any(x => x.Key == _item.Name) && _data.ContainsKey(_item.Name))
                            {
                                List<string> _Itemv = new List<string>();
                                List<JToken> _Colv = new List<JToken>();
                                if (_item.Value.Type == JTokenType.String)
                                {
                                    _Itemv.Add(_item.Value.ToString());
                                    _Colv.Add(_data[_item.Name]!);
                                }
                                else if (_item.Value.Type == JTokenType.Array)
                                {
                                    _Itemv.AddRange(_item.Value.ToObject<string[]>()!);
                                    _Colv.AddRange(_data[_item.Name]!);
                                }

                                for (var k = 0; k < _Itemv.Count; k++)
                                {
                                    _guid = Guid.NewGuid().ToString("N");
                                    switch (_Itemv[k])
                                    {
                                        case HDP_WhereType.LIKE:
                                            _wherestr.AppendLine(@$"AND `{_item.Name}` {_Itemv[k]} @{_guid}");
                                            param.Add(_guid, $@"%{((JValue)_Colv[k]!).Value!}%");
                                            break;
                                        case HDP_WhereType.IN:
                                        case HDP_WhereType.NOTIN:
                                            _wherestr.AppendLine(@$"AND `{_item.Name}` {_Itemv[k]} @{_guid}");
                                            param.Add(_guid, _Colv[k]!);
                                            break;
                                        case HDP_WhereType.QUERYIN:
                                            var _Command = JsonConvert.DeserializeObject<HDP_Command>(_Colv[k].ToString())!;
                                            var _Query = QueryString(_Command.SourceId!, _Command.TableId!, _Command.Where, _Command.Data, _Command.Order, _Command.Col, param);
                                            _wherestr.AppendLine(@$"AND `{_item.Name}` IN ({_Query})");
                                            break;
                                        case HDP_WhereType.BETWEEN:
                                            _wherestr.AppendLine(@$"AND `{_item.Name}` BETWEEN @{_guid}1 AND @{_guid}2");
                                            param.Add(_guid + "1", ((JArray)_Colv[k]!)[0].ToString());
                                            param.Add(_guid + "2", ((JArray)_Colv[k]!)[1].ToString());
                                            break;
                                        case HDP_WhereType.EQUAL:
                                        case HDP_WhereType.NOTEQUAL:
                                        case HDP_WhereType.MORE:
                                        case HDP_WhereType.LESS:
                                        case HDP_WhereType.MORETHEN:
                                        case HDP_WhereType.LESSTHEN:
                                        default:
                                            _wherestr.AppendLine(@$"AND `{_item.Name}` {_Itemv[k]} @{_guid}");
                                            param.Add(_guid, ((JValue)_Colv[k]!).Value!);
                                            break;
                                    }
                                }
                            }
                        }
                    }
                    _wherestr.AppendLine(")");
                }
            }
            return _wherestr.ToString();
        }

        /// <summary>
        /// 合并列
        /// </summary>
        /// <param name="table">表</param>
        /// <param name="cols">列</param>
        /// <param name="command">命令</param>
        private void MergeCols(HDP_Table table, string[]? cols, StringBuilder command)
        {
            if (cols == null || cols.Length == 0)
            {
                command.AppendLine(" * ");
            }
            StringBuilder _colstr = new StringBuilder();
            for (var i = 0; i < table.Columns!.Length; i++)
            {
                if (cols!.Any(x => x == table.Columns[i].Key))
                {
                    _colstr.Append($@"`{table.Columns[i].Key}`,");
                }
            }
            if (_colstr[_colstr.Length - 1] == ',')
            {
                _colstr.Remove(_colstr.Length - 1, 1);
            }
            command.AppendLine(_colstr.ToString());
        }

        /// <summary>
        /// 合并排序
        /// </summary>
        /// <param name="table">表</param>
        /// <param name="order">排序</param>
        /// <returns></returns>
        private string MergeOrder(HDP_Table table, JToken? order, Dictionary<string, object> param)
        {
            string _guid = "";
            StringBuilder _orderstr = new StringBuilder();
            if (order != null && order.Count() > 0)
            {
                _orderstr.Append("ORDER BY ");
                var _fields = order.Children().ToArray();
                foreach (var field in _fields)
                {
                    var _field = (JProperty)field;
                    if (table.Columns!.Any(x => x.Key == _field.Name))
                    {
                        var _column = table.Columns!.First(x => x.Key == _field.Name);
                        if (_field.Value.Type == JTokenType.String)
                        {
                            switch (_field.Value.ToString())
                            {
                                case "DESC":
                                    _orderstr.Append($@"`{_column.Key!}` DESC,");
                                    break;
                                default:
                                    _orderstr.Append($@"`{_column.Key!}` ASC,");
                                    break;
                            }
                        }
                        else if (_field.Value.Type == JTokenType.Array)
                        {
                            var _orderTemp = _field.Value.ToObject<object[]>();
                            _orderstr.Append(@$"CASE `{_column.Key!}`");
                            for (var i = 0; i < _orderTemp!.Length; i++)
                            {
                                _guid = Guid.NewGuid().ToString("N");
                                _orderstr.Append(@$" WHEN @{_guid} THEN {i}");
                                param.Add(_guid, _orderTemp[i]);
                            }
                            _orderstr.Append($@" ELSE {_orderTemp.Length} END,");
                        }
                    }
                }
                if (_orderstr.Length > 0 && _orderstr[_orderstr.Length - 1] == ',')
                {
                    _orderstr.Remove(_orderstr.Length - 1, 1);
                }
            }
            return _orderstr.ToString();
        }

        /// <summary>
        /// 初始化云计算
        /// </summary>
        /// <param name="config">配置</param>
        public void Init(Action<HDP_Source> config)
        {
            if (config == null)
            {
                throw new ArgumentNullException("配置无效");
            }
            config(_Source);

            //参数校验
            if (string.IsNullOrEmpty(_Source.Host))
            {
                throw new ArgumentException("主机无效");
            }
            if (string.IsNullOrEmpty(_Source.Key))
            {
                throw new ArgumentException("源无效");
            }
            if (string.IsNullOrEmpty(_Source.Account))
            {
                throw new ArgumentException("用户名无效");
            }
            if (string.IsNullOrEmpty(_Source.PassWord))
            {
                throw new ArgumentException("密码无效");
            }

            //初始化
            if (_Source.Port == null)
            {
                _Source.Port = 3306;
            }
            if (string.IsNullOrEmpty(_Source.Id))
            {
                _Source.Id = "";
            }
            if (string.IsNullOrEmpty(_Source.Description))
            {
                _Source.Description = "云计算系统";
            }

            var _source = HDP_Table.Class2Table<HDP_Source>();
            _Tables.Add(_source);
            if (!InitStruct(_Source.Id, _source))
            {
                throw new Exception("初始化数据源失败");
            }

            var _table = HDP_Table.Class2Table<HDP_Table>();
            _Tables.Add(_table);
            if (!InitStruct(_Source.Id, _table))
            {
                throw new Exception("初始化数据表失败");
            }

            var _column = HDP_Table.Class2Table<HDP_Column>();
            _Tables.Add(_column);
            if (!InitStruct(_Source.Id, _column))
            {
                throw new Exception("初始化数据列失败");
            }
        }

        /// <summary>
        /// 获取源
        /// </summary>
        /// <param name="sourceid">数据源编号</param>
        /// <returns>结果</returns>
        public HDP_Source GetSource(string sourceid)
        {
            if (string.IsNullOrEmpty(sourceid) || _Source.Id == sourceid)
            {
                return _Source;
            }

            var _result = QuerySingle<HDP_Source>("", "HDP_Source", new JObject
            {
                { "Id","=" }
            }, new JObject {
                { "Id",sourceid}
            }, null);

            if (_result == null)
            {
                throw new ArgumentNullException("数据源不存在");
            }
            return _result;
        }

        /// <summary>
        /// 获取表
        /// </summary>
        /// <param name="tableid">表编号</param>
        /// <returns>结果</returns>
        public HDP_Table GetTable(string tableid)
        {
            if (string.IsNullOrEmpty(tableid))
            {
                throw new ArgumentNullException("数据表编号无效");
            }

            if (_Tables.Any(x => x.Id == tableid))
            {
                return _Tables.First(x => x.Id == tableid);
            }

            var _result = QuerySingle<HDP_Table>("", "HDP_Table", new JObject
            {
                { "Id","=" }
            }, new JObject{
                { "Id",tableid}
            }, null);

            if (_result != null)
            {
                _result.Columns = Query<HDP_Column>("", "HDP_Column", new JObject {
                    { "TableId","="}
                }, new JObject{
                    {"TableId",_result.Id! }
                }, null, null);
            }
            else
            {
                throw new ArgumentNullException("数据表不存在");
            }
            return _result;
        }


        /// <summary>
        /// 同步结构
        /// </summary>
        /// <param name="sourceId">数据源</param>
        /// <param name="table">数据表</param>
        /// <returns>是否成功</returns>
        public bool InitStruct(string sourceId, HDP_Table table)
        {
            var source = GetSource(sourceId);
            //数据校验
            if (string.IsNullOrEmpty(table.Key))
            {
                throw new ArgumentNullException("表键无效");
            }
            if (table.Columns == null || table.Columns.Length == 0)
            {
                throw new ArgumentNullException("列无效");
            }
            using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
            {
                try
                {
                    _connection.Open();
                }
                catch
                {
                    throw new ArgumentException("数据源连接失败");
                }

                StringBuilder _command = new StringBuilder();
                if (DbExistTable(sourceId, table.Key))
                {
                    var _dbColumns = DbGetColumns(sourceId, table.Key);
                    _command.AppendLine($@"ALTER TABLE `{table.Key}`");
                    _command.AppendLine("DROP PRIMARY KEY,");

                    //加载列
                    for (var i = 0; i < table.Columns.Length; i++)
                    {
                        StringBuilder _colstr = new StringBuilder();
                        var _column = table.Columns[i];
                        if (_dbColumns.Any(x => x.Key!.ToLower() == _column.Key!.ToLower()))
                        {
                            _colstr.Append($@"MODIFY `{_column.Key}`");
                        }
                        else
                        {
                            _colstr.Append($@"ADD `{_column.Key}`");
                        }
                        switch (_column.DataType)
                        {
                            case HDP_ColumnDataType.VARCHAR:
                                if (_column.Length == 0)
                                {
                                    throw new ArgumentNullException(@$"列{_column.Key}长度无效");
                                }
                                _colstr.Append($@" {_column.DataType}({_column.Length})");
                                break;
                            case HDP_ColumnDataType.DECIMAL:
                                if (_column.Length == 0 || _column.DecimalLength == 0)
                                {
                                    throw new ArgumentNullException(@$"列{_column.Key}长度无效");
                                }
                                _colstr.Append($@" {_column.DataType}({_column.Length},{_column.DecimalLength})");
                                break;
                            default:
                                _colstr.Append(@$" {_column.DataType}");
                                break;
                        }
                        if (!string.IsNullOrEmpty(_column.Description))
                        {
                            _colstr.Append($@" COMMENT '{_column.Description}'");
                        }
                        _colstr.Append(",");
                        _command.AppendLine(_colstr.ToString());
                    }

                    //加载主键
                    var _primarys = table.Columns.Where(x => x.IsPrimary == true).ToArray();
                    if (_primarys.Length > 0)
                    {
                        StringBuilder _primaryStr = new StringBuilder();
                        _primaryStr.Append("ADD PRIMARY KEY (");
                        for (var i = 0; i < _primarys.Length; i++)
                        {
                            var _primary = _primarys[i];
                            _primaryStr.Append($@"`{_primary.Key}`");
                            if (i < _primarys.Length - 1)
                            {
                                _primaryStr.Append(",");
                            }
                        }
                        _primaryStr.Append(")");
                        _command.AppendLine(_primaryStr.ToString());
                    }
                    if (!string.IsNullOrEmpty(table.Description))
                    {
                        _command.AppendLine(@$"COMMENT '{table.Description}'");
                    }
                    _connection.Execute(_command.ToString());
                    return true;
                }
                else
                {
                    _command.AppendLine($@"CREATE TABLE `{table.Key}` (");

                    //加载列
                    for (int i = 0; i < table.Columns.Length; i++)
                    {
                        StringBuilder _colstr = new StringBuilder();
                        var _column = table.Columns[i];
                        _colstr.Append($@"`{_column.Key}`");
                        switch (_column.DataType)
                        {
                            case HDP_ColumnDataType.VARCHAR:
                                if (_column.Length == 0)
                                {
                                    throw new ArgumentNullException(@$"列{_column.Key}长度无效");
                                }
                                _colstr.Append($@" {_column.DataType}({_column.Length})");
                                break;
                            case HDP_ColumnDataType.DECIMAL:
                                if (_column.Length == 0 || _column.DecimalLength == 0)
                                {
                                    throw new ArgumentNullException(@$"列{_column.Key}长度无效");
                                }
                                _colstr.Append($@" {_column.DataType}({_column.Length},{_column.DecimalLength})");
                                break;
                            default:
                                _colstr.Append(@$" {_column.DataType}");
                                break;
                        }
                        if (!string.IsNullOrEmpty(_column.Description))
                        {
                            _colstr.Append($@" COMMENT '{_column.Description}'");
                        }
                        if (i < table.Columns.Length - 1)
                        {
                            _colstr.Append(",");
                        }
                        _command.AppendLine(_colstr.ToString());
                    }

                    //加载主键
                    var _primarys = table.Columns.Where(x => x.IsPrimary == true).ToArray();
                    if (_primarys.Length > 0)
                    {
                        _command.Append(",");
                        StringBuilder _primaryStr = new StringBuilder();
                        _primaryStr.Append("PRIMARY KEY (");
                        for (var i = 0; i < _primarys.Length; i++)
                        {
                            var _primary = _primarys[i];
                            _primaryStr.Append($@"`{_primary.Key}`");
                            if (i < _primarys.Length - 1)
                            {
                                _primaryStr.Append(",");
                            }
                        }
                        _primaryStr.Append(")");
                        _command.AppendLine(_primaryStr.ToString());
                    }

                    _command.AppendLine(")");
                    if (!string.IsNullOrEmpty(table.Description))
                    {
                        _command.AppendLine(@$"COMMENT '{table.Description}'");
                    }
                    _connection.Execute(_command.ToString());
                }
                _connection.Close();
                return true;
            }
        }

        /// <summary>
        /// 删除结构
        /// </summary>
        /// <param name="sourceId">源</param>
        /// <param name="tableId">表</param>
        /// <returns>是否成功</returns>
        public bool RemoveStruct(string sourceId, string tableId)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);

            using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
            {
                try
                {
                    _connection.Open();
                }
                catch
                {
                    throw new ArgumentException("数据源连接失败");
                }

                StringBuilder _command = new StringBuilder();
                _command.AppendLine(@$"DROP TABLE {table.Key}");
                _connection.Execute(_command.ToString());
                _connection.Close();
                return !DbExistTable(sourceId, table.Key!);
            }
        }

        /// <summary>
        /// 插入数据
        /// </summary>
        /// <param name="sourceId">数据源</param>
        /// <param name="tableId">数据表</param>
        /// <param name="data">数据</param>
        /// <returns>是否成功</returns>
        public bool Insert(string sourceId, string tableId, JToken? data)
        {
            var source = GetSource(sourceId)!;
            var table = GetTable(tableId)!;
            //数据校验
            if (string.IsNullOrEmpty(table.Key))
            {
                throw new ArgumentNullException("表键无效");
            }
            if (table.Columns == null || table.Columns.Length == 0)
            {
                throw new ArgumentNullException("列无效");
            }
            if (data == null || data.Count() == 0)
            {
                throw new ArgumentNullException("数据无效");
            }
            List<JObject> _data = new List<JObject>();
            if (data.Type == JTokenType.Object)
            {
                _data.Add((JObject)data);
            }
            else if (data.Type == JTokenType.Array)
            {
                _data = data.ToObject<List<JObject>>()!;
            }
            var _result = 0;
            using (TransactionScope _scope = new TransactionScope())
            {
                using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
                {
                    try
                    {
                        _connection.Open();
                    }
                    catch
                    {
                        throw new ArgumentException("数据源连接失败");
                    }
                    for (var j = 0; j < _data.Count; j++)
                    {
                        var _row = _data[j];

                        StringBuilder _command = new StringBuilder();

                        //主键检查
                        var _primarys = table.Columns.Where(x => x.IsPrimary == true).ToArray();
                        for (var i = 0; i < _primarys.Length; i++)
                        {
                            var _primary = _primarys[i];
                            if (!string.IsNullOrEmpty(_primary.InsertDefault) || _row.ContainsKey(_primary.Key!))
                            {
                                continue;
                            }
                            else
                            {
                                throw new ArgumentException($@"主键{_primary.Key}值无效");
                            }
                        }

                        //插入命令
                        _command.AppendLine($@"INSERT INTO `{table.Key}` (");
                        StringBuilder _colstr = new StringBuilder();
                        StringBuilder _parmstr = new StringBuilder();
                        Dictionary<string, object> _params = new Dictionary<string, object>();
                        for (var i = 0; i < table.Columns.Length; i++)
                        {
                            var _column = table.Columns[i];
                            if (_row.ContainsKey(_column.Key!))
                            {
                                _colstr.Append($@"`{_column.Key!}`,");
                                _parmstr.Append($@"@{_column.Key},");
                                _params.Add(_column.Key!, ((JValue)_row[_column.Key!]!).Value!);
                            }
                            else if (!string.IsNullOrEmpty(_column.InsertDefault))
                            {
                                _colstr.Append($@"`{_column.Key!}`,");
                                _parmstr.Append($@"@{_column.Key},");
                                _params.Add(_column.Key!, HDP_CommandAction.Convert(_column.InsertDefault, _row));
                            }
                        }
                        if (_colstr[_colstr.Length - 1] == ',')
                        {
                            _colstr.Remove(_colstr.Length - 1, 1);
                        }
                        if (_parmstr[_parmstr.Length - 1] == ',')
                        {
                            _parmstr.Remove(_parmstr.Length - 1, 1);
                        }
                        _command.AppendLine(_colstr.ToString());
                        _command.AppendLine(") VALUES (");
                        _command.AppendLine(_parmstr.ToString());
                        _command.AppendLine(")");
                        _result += _connection.Execute(_command.ToString(), _params);
                    }
                    _connection.Close();
                    if (_result >= _data.Count)
                    {
                        _scope.Complete();
                        return true;
                    }
                    else
                    {
                        return false;
                    }
                }
            }
        }

        /// <summary>
        /// 更新
        /// </summary>
        /// <param name="source">数据源</param>
        /// <param name="table">数据表</param>
        /// <param name="where">条件</param>
        /// <param name="data">数据</param>
        /// <returns>是否成功</returns>
        public bool Update(string sourceId, string tableId, JToken? where, JToken? data)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);
            //数据校验
            if (string.IsNullOrEmpty(table.Key))
            {
                throw new ArgumentNullException("表键无效");
            }
            if (table.Columns == null || table.Columns.Length == 0)
            {
                throw new ArgumentNullException("列无效");
            }
            if (where == null)
            {
                throw new ArgumentNullException("条件无效");
            }
            List<JObject> _where = new List<JObject>();
            if (where.Type == JTokenType.Object)
            {
                _where.Add((JObject)where);
            }
            else if (where.Type == JTokenType.Array)
            {
                _where.AddRange(((JArray)where).ToObject<JObject[]>()!);
            }
            if (data == null || data.Count() == 0)
            {
                throw new ArgumentNullException("数据无效");
            }
            List<JObject> _data = new List<JObject>();
            if (data.Type == JTokenType.Object)
            {
                _data.Add((JObject)data);
            }
            else if (data.Type == JTokenType.Array)
            {
                _data = data.ToObject<List<JObject>>()!;
            }
            var _result = 0;
            using (TransactionScope _scope = new TransactionScope())
            {
                using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
                {
                    try
                    {
                        _connection.Open();
                    }
                    catch
                    {
                        throw new ArgumentException("数据源连接失败");
                    }
                    for (var j = 0; j < _data.Count; j++)
                    {
                        var _row = _data[j];
                        //更新命令
                        StringBuilder _command = new StringBuilder();
                        Dictionary<string, object> _params = new Dictionary<string, object>();
                        _command.AppendLine(@$"UPDATE `{table.Key}` SET ");

                        //更新列
                        StringBuilder _colstr = new StringBuilder();
                        for (var i = 0; i < table.Columns.Length; i++)
                        {
                            var _column = table.Columns[i];
                            if (_row.ContainsKey(_column.Key!) && !_where.Any(x => x.ContainsKey(_column.Key!)))
                            {
                                _colstr.Append(@$"`{_column.Key!}`={HDP_CommandAction.ColConvert(_column, _params, ((JValue)_row[_column.Key!]!).Value!)},");
                            }
                            else if (!string.IsNullOrEmpty(_column.UpdateDefault))
                            {
                                _colstr.Append($@"`{_column.Key!}`=@{_column.Key!},");
                                _params.Add(_column.Key!, HDP_CommandAction.Convert(_column.UpdateDefault, _row));
                            }
                        }
                        if (_colstr[_colstr.Length - 1] == ',')
                        {
                            _colstr.Remove(_colstr.Length - 1, 1);
                        }
                        _command.AppendLine(_colstr.ToString());

                        //执行条件
                        _command.AppendLine(MergeWhere(table, where, _row, _params));

                        _result += _connection.Execute(_command.ToString(), _params);
                    }
                    _connection.Close();
                    if (_result >= _data.Count)
                    {
                        _scope.Complete();
                        return true;
                    }
                    else
                    {
                        return false;
                    }
                }
            }
        }

        /// <summary>
        /// 删除
        /// </summary>
        /// <param name="sourceId">数据源</param>
        /// <param name="tableId">数据表</param>
        /// <param name="where">条件</param>
        /// <param name="row">数据</param>
        /// <returns>是否成功</returns>
        public bool Delete(string sourceId, string tableId, JToken? where, JToken? data)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);
            //数据校验
            if (string.IsNullOrEmpty(table.Key))
            {
                throw new ArgumentNullException("表键无效");
            }
            if (table.Columns == null || table.Columns.Length == 0)
            {
                throw new ArgumentNullException("列无效");
            }
            if (where == null)
            {
                throw new ArgumentNullException("条件无效");
            }
            if (data == null || data.Count() == 0)
            {
                throw new ArgumentNullException("数据无效");
            }
            List<JObject> _data = new List<JObject>();
            if (data.Type == JTokenType.Object)
            {
                _data.Add((JObject)data);
            }
            else if (data.Type == JTokenType.Array)
            {
                _data = data.ToObject<List<JObject>>()!;
            }
            var _result = 0;
            using (TransactionScope _scope = new TransactionScope())
            {
                using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
                {
                    try
                    {
                        _connection.Open();
                    }
                    catch
                    {
                        throw new ArgumentException("数据源连接失败");
                    }

                    for (var j = 0; j < _data.Count; j++)
                    {
                        var _row = _data[j];
                        //删除命令
                        StringBuilder _command = new StringBuilder();
                        Dictionary<string, object> _params = new Dictionary<string, object>();
                        _command.AppendLine(@$"DELETE FROM `{table.Key}`");

                        _command.AppendLine(MergeWhere(table, where, _row, _params));

                        _result += _connection.Execute(_command.ToString(), _params);
                    }
                    _connection.Close();
                    if (_result >= _data.Count)
                    {
                        _scope.Complete();
                        return true;
                    }
                    else
                    {
                        return false;
                    }
                }
            }
        }

        /// <summary>
        /// 查询单个
        /// </summary>
        /// <param name="sourceId">数据源</param>
        /// <param name="tableId">数据表</param>
        /// <param name="where">条件</param>
        /// <param name="data">数据</param>
        /// <returns>结果</returns>
        public T? QuerySingle<T>(string sourceId, string tableId, JToken? where, JToken? data,
            string[]? col)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);

            //数据校验
            if (string.IsNullOrEmpty(table.Key))
            {
                throw new ArgumentNullException("表键无效");
            }
            if (table.Columns == null || table.Columns.Length == 0)
            {
                throw new ArgumentNullException("列无效");
            }
            if (where == null)
            {
                throw new ArgumentNullException("条件无效");
            }
            if (data == null || data.Count() == 0)
            {
                throw new ArgumentNullException("数据无效");
            }
            using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
            {
                try
                {
                    _connection.Open();
                }
                catch
                {
                    throw new ArgumentException("数据源连接失败");
                }

                //查询命令
                StringBuilder _command = new StringBuilder();
                Dictionary<string, object> _params = new Dictionary<string, object>();
                if (col == null || col.Length == 0)
                {
                    _command.AppendLine(@$"SELECT * FROM `{table.Key}`");
                }
                else
                {
                    _command.AppendLine("SELECT");
                    MergeCols(table, col, _command);
                    _command.AppendLine($@"FROM `{table.Key}`");
                }

                //执行条件
                _command.AppendLine(MergeWhere(table, where, data, _params));

                var _result = _connection.Query<T>(_command.ToString(), _params).ToArray();
                _connection.Close();
                if (_result.Length > 0)
                {
                    return _result[0];
                }
                else
                {
                    return default(T);
                }
            }
        }

        /// <summary>
        /// 查询列表
        /// </summary>
        /// <typeparam name="T">返回类型</typeparam>
        /// <param name="source">数据源</param>
        /// <param name="table">数据表</param>
        /// <param name="where">条件</param>
        /// <param name="data">数据</param>
        /// <param name="order">排序</param>
        /// <param name="col">筛选返回字段</param>
        /// <returns>结果集</returns>
        public T[] Query<T>(string sourceId, string tableId, JToken? where, JToken? data,
            JToken? order, string[]? col)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);

            Dictionary<string, object> _params = new Dictionary<string, object>();
            using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
            {
                try
                {
                    _connection.Open();
                }
                catch
                {
                    throw new ArgumentException("数据源连接失败");
                }

                var _result = _connection.Query<T>(QueryString(sourceId, tableId, where, data, order, col, _params), _params);
                _connection.Close();
                return _result.ToArray();
            }
        }

        public string QueryString(string sourceId, string tableId, JToken? where, JToken? data,
            JToken? order, string[]? col, Dictionary<string, object> param)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);
            //数据校验
            if (string.IsNullOrEmpty(table.Key))
            {
                throw new ArgumentNullException("表键无效");
            }
            if (table.Columns == null || table.Columns.Length == 0)
            {
                throw new ArgumentNullException("列无效");
            }

            //查询命令
            StringBuilder _command = new StringBuilder();
            if (col == null || col.Length == 0)
            {
                _command.AppendLine(@$"SELECT * FROM `{table.Key}`");
            }
            else
            {
                _command.AppendLine("SELECT");
                MergeCols(table, col, _command);
                _command.AppendLine($@"FROM `{table.Key}`");
            }

            //执行条件
            _command.AppendLine(MergeWhere(table, where, data, param));

            //执行排序
            _command.AppendLine(MergeOrder(table, order, param));

            return _command.ToString();
        }

        /// <summary>
        /// 查询分页列表
        /// </summary>
        /// <typeparam name="T">返回类型</typeparam>
        /// <param name="sourceId">数据源</param>
        /// <param name="tableId">数据表</param>
        /// <param name="pageIndex">分页下标</param>
        /// <param name="pageSize">分页大小</param>
        /// <param name="where">条件</param>
        /// <param name="data">数据</param>
        /// <param name="order">排序</param>
        /// <param name="col">返回咧</param>
        /// <returns>结果集</returns>
        public HDP_Page<T> QueryPage<T>(string sourceId, string tableId, int pageIndex, int pageSize, JToken? where,
            JToken? data, JToken? order, string[]? col)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);

            //数据校验
            if (string.IsNullOrEmpty(table.Key))
            {
                throw new ArgumentNullException("表键无效");
            }
            if (table.Columns == null || table.Columns.Length == 0)
            {
                throw new ArgumentNullException("列无效");
            }
            using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
            {
                try
                {
                    _connection.Open();
                }
                catch
                {
                    throw new ArgumentException("数据源连接失败");
                }

                //查询命令
                StringBuilder _command = new StringBuilder();
                Dictionary<string, object> _params = new Dictionary<string, object>();
                if (col == null || col.Length == 0)
                {
                    _command.AppendLine(@$"SELECT * FROM `{table.Key}`");
                }
                else
                {
                    _command.AppendLine("SELECT");
                    MergeCols(table, col, _command);
                    _command.AppendLine($@"FROM `{table.Key}`");
                }

                //执行条件
                _command.AppendLine(MergeWhere(table, where, data, _params));

                //执行排序
                _command.AppendLine(MergeOrder(table, order, _params));
                var _result = new HDP_Page<T>();
                _result.PageIndex = pageIndex;
                _result.PageSize = pageSize;
                StringBuilder _totalstr = new StringBuilder();
                _totalstr.AppendLine($@"SELECT COUNT(0) FROM (");
                _totalstr.AppendLine(_command.ToString());
                _totalstr.AppendLine(") AS Temp");
                _result.Total = _connection.QuerySingle<int>(_totalstr.ToString(), _params);
                StringBuilder _pagestr = new StringBuilder();
                _pagestr.AppendLine($@"SELECT * FROM (");
                _pagestr.AppendLine(_command.ToString());
                _pagestr.AppendLine(") AS Temp");
                _pagestr.AppendLine(@$"LIMIT {(_result.PageIndex - 1) * _result.PageSize},{_result.PageSize}");
                _result.Data = _connection.Query<T>(_pagestr.ToString(), _params).ToArray();
                _connection.Close();
                return _result;
            }
        }

        /// <summary>
        /// 判断数据源是否存在表
        /// </summary>
        /// <param name="sourceId">数据源</param>
        /// <param name="tableName">表名</param>
        /// <returns>是否存在</returns>
        public bool DbExistTable(string sourceId, string tableName)
        {
            var source = GetSource(sourceId);
            using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
            {
                try
                {
                    _connection.Open();
                }
                catch
                {
                    throw new ArgumentException("数据源连接失败");
                }

                StringBuilder _command = new StringBuilder();
                _command.AppendLine($@"SELECT COUNT(0) FROM INFORMATION_SCHEMA.TABLES WHERE `TABLE_TYPE`='BASE TABLE' AND `TABLE_SCHEMA`=@SourceKey AND `TABLE_NAME` =@TableKey");
                int _result = _connection.QuerySingle<int>(_command.ToString(), new { SourceKey = source.Key, TableKey = tableName });
                _connection.Close();
                if (_result > 0)
                {
                    return true;
                }
                else
                {
                    return false;
                }
            }
        }

        /// <summary>
        /// 查询数据列
        /// </summary>
        /// <param name="sourceId">数据源</param>
        /// <param name="tableId">表</param>
        /// <returns>列</returns>
        public HDP_Column[] DbGetColumns(string sourceId, string tableId)
        {
            var source = GetSource(sourceId);
            var table = GetTable(tableId);

            using (MySqlConnection _connection = new MySqlConnection(source.GetConnectString()))
            {
                var _result = new List<HDP_Column>();
                try
                {
                    _connection.Open();
                }
                catch
                {
                    throw new ArgumentException("数据源连接失败");
                }

                StringBuilder _command = new StringBuilder();
                _command.AppendLine($@"SELECT `COLUMN_NAME` AS `Key`,`DATA_TYPE` AS `DataType`,`COLUMN_COMMENT` AS `Description` FROM INFORMATION_SCHEMA.COLUMNS 
                        WHERE `TABLE_SCHEMA`=@SourceKey AND `TABLE_NAME`=@TableKey");
                _result.AddRange(_connection.Query<HDP_Column>(_command.ToString(), new { SourceKey = source.Key, TableKey = table.Key }));
                _connection.Close();
                return _result.ToArray();
            }
        }
    }
}