964 lines
37 KiB
C#
964 lines
37 KiB
C#
using System;
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using System.Collections.Concurrent;
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using System.ComponentModel.DataAnnotations;
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using System.Diagnostics;
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using System.Reflection;
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using System.Reflection.Metadata.Ecma335;
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using System.Text;
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using System.Threading.Tasks;
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using Apache.IoTDB;
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using Apache.IoTDB.DataStructure;
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using JiShe.CollectBus.Common.Enums;
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using JiShe.CollectBus.Common.Extensions;
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using JiShe.CollectBus.Common.Helpers;
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using JiShe.CollectBus.Common.Models;
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using JiShe.CollectBus.IoTDB.Attributes;
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using JiShe.CollectBus.IoTDB.Context;
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using JiShe.CollectBus.IoTDB.Interface;
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using JiShe.CollectBus.IoTDB.Model;
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using JiShe.CollectBus.IoTDB.Options;
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using Microsoft.Extensions.Logging;
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using Volo.Abp.DependencyInjection;
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using Volo.Abp.Domain.Entities;
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using JiShe.CollectBus.Analyzers.Shared;
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using JiShe.CollectBus.IoTDB.Exceptions;
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using System.Diagnostics.Metrics;
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using Newtonsoft.Json.Linq;
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using static System.Runtime.InteropServices.JavaScript.JSType;
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using System.Text.RegularExpressions;
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namespace JiShe.CollectBus.IoTDB.Provider
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{
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/// <summary>
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/// IoTDB数据源
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/// </summary>
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public class IoTDbProvider : IIoTDbProvider, ITransientDependency
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{
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private static readonly ConcurrentDictionary<Type, DeviceMetadata> MetadataCache = new();
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private readonly ILogger<IoTDbProvider> _logger;
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private readonly IIoTDbSessionFactory _sessionFactory;
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private readonly IoTDBRuntimeContext _runtimeContext;
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private IIoTDbSessionPool CurrentSession =>
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_sessionFactory.GetSessionPool(_runtimeContext.UseTableSessionPool);
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/// <summary>
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/// IoTDbProvider
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/// </summary>
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/// <param name="logger"></param>
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/// <param name="sessionFactory"></param>
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/// <param name="runtimeContext"></param>
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public IoTDbProvider(
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ILogger<IoTDbProvider> logger,
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IIoTDbSessionFactory sessionFactory,
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IoTDBRuntimeContext runtimeContext)
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{
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_logger = logger;
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_sessionFactory = sessionFactory;
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_runtimeContext = runtimeContext;
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}
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/// <summary>
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/// 插入数据
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <param name="entity"></param>
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/// <returns></returns>
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public async Task InsertAsync<T>(T entity) where T : IoTEntity
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{
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try
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{
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var metadata = await GetMetadata<T>();
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var tablet = BuildTablet(new[] { entity }, metadata);
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if (tablet == null || tablet.Count <= 0)
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{
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_logger.LogError($"{nameof(InsertAsync)} IoTDB插入{typeof(T).Name}的数据时 tablet 为null");
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return;
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}
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await CurrentSession.InsertAsync(tablet.First());
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}
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catch (Exception ex)
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{
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_logger.LogError(ex, $"{nameof(InsertAsync)} IoTDB插入{typeof(T).Name}的数据时发生异常");
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throw;
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}
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}
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/// <summary>
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/// 批量插入数据
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <returns></returns>
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public async Task BatchInsertAsync<T>(IEnumerable<T> entities) where T : IoTEntity
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{
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try
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{
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var metadata = await GetMetadata<T>();
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var batchSize = 1000;
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var batches = entities.Chunk(batchSize);
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foreach (var batch in batches)
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{
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var tablet = BuildTablet(batch, metadata);
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if (tablet == null || tablet.Count <= 0)
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{
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_logger.LogError($"{nameof(InsertAsync)} IoTDB插入{typeof(T).Name}的数据时 tablet 为null");
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return;
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}
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foreach (var item in tablet)
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{
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await CurrentSession.InsertAsync(item);
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}
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}
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}
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catch (Exception ex)
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{
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_logger.LogError(ex, $"{nameof(BatchInsertAsync)} IoTDB批量插入{typeof(T).Name}的数据时发生异常");
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throw;
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}
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}
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/// <summary>
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/// 批量插入数据
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <param name="deviceMetadata">设备元数据</param>
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/// <param name="entities"></param>
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/// <returns></returns>
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public async Task BatchInsertAsync<T>(DeviceMetadata deviceMetadata, IEnumerable<T> entities) where T : IoTEntity
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{
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try
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{
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var batchSize = 2000;
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var batches = entities.Chunk(batchSize);
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foreach (var batch in batches)
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{
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var tablet = BuildTablet(batch, deviceMetadata);
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if (tablet == null || tablet.Count <= 0)
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{
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_logger.LogError($"{nameof(InsertAsync)} IoTDB插入{typeof(T).Name}的数据时 tablet 为null");
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return;
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}
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foreach (var item in tablet)
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{
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await CurrentSession.InsertAsync(item);
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}
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}
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}
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catch (Exception ex)
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{
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_logger.LogError(ex, $"{nameof(BatchInsertAsync)} IoTDB批量插入{typeof(T).Name}的数据时发生异常");
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throw;
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}
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}
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/// <summary>
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/// 删除数据
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <param name="options"></param>
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/// <returns></returns>
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public async Task<object> DeleteAsync<T>(IoTDBQueryOptions options) where T : IoTEntity
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{
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try
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{
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var query = await BuildDeleteSQL<T>(options);
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var result = await CurrentSession.ExecuteQueryStatementAsync(query);
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if (result == null)
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{
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return 0;
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}
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if (!result.HasNext())
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{
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_logger.LogWarning($"{typeof(T).Name} IoTDB删除{typeof(T).Name}的数据时，没有返回受影响记录数量。");
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return 0;
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}
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//获取唯一结果行
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var row = result.Next();
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await result.Close();
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var dataResult = row.Values[0];
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return dataResult;
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}
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catch (Exception ex)
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{
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_logger.LogError(ex, $"{nameof(DeleteAsync)} IoTDB删除{typeof(T).Name}的数据时发生异常");
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throw;
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}
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}
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/// <summary>
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/// 获取设备元数据
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <returns></returns>
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public async Task<DeviceMetadata> GetMetadata<T>() where T : IoTEntity
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{
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var accessor = SourceEntityAccessorFactory.GetAccessor<T>();
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var columns = CollectColumnMetadata<T>(accessor);
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var tmpMetadata = BuildDeviceMetadata<T>(columns, accessor);
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string tableNameOrTreePath = string.Empty;
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var tableNameOrTreePathAttribute = typeof(T).GetCustomAttribute<TableNameOrTreePathAttribute>();
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if (tableNameOrTreePathAttribute != null)
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{
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tableNameOrTreePath = tableNameOrTreePathAttribute.TableNameOrTreePath;
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}
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tmpMetadata.EntityName = accessor.EntityName;
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tmpMetadata.EntityType = accessor.EntityType;
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tmpMetadata.TableNameOrTreePath = tableNameOrTreePath;
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var metaData = MetadataCache.AddOrUpdate(
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typeof(T),
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addValueFactory: t => tmpMetadata, // 如果键不存在，用此值添加
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updateValueFactory: (t, existingValue) =>
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{
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var columns = CollectColumnMetadata(accessor);
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var metadata = BuildDeviceMetadata(columns, accessor);
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//对现有值 existingValue 进行修改，返回新值
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string tableNameOrTreePath = string.Empty;
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var tableNameOrTreePathAttribute = typeof(T).GetCustomAttribute<TableNameOrTreePathAttribute>();
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if (tableNameOrTreePathAttribute != null)
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{
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tableNameOrTreePath = tableNameOrTreePathAttribute.TableNameOrTreePath;
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}
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existingValue.ColumnNames = metadata.ColumnNames;
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existingValue.DataTypes = metadata.DataTypes;
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return existingValue;
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}
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);
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//var metaData = MetadataCache.GetOrAdd(typeof(T), type =>
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//{
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// var columns = CollectColumnMetadata(accessor);
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// var metadata = BuildDeviceMetadata(columns, accessor);
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// string tableNameOrTreePath = string.Empty;
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// var tableNameOrTreePathAttribute = typeof(T).GetCustomAttribute<TableNameOrTreePathAttribute>();
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// if (tableNameOrTreePathAttribute != null)
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// {
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// tableNameOrTreePath = tableNameOrTreePathAttribute.TableNameOrTreePath;
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// }
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// metadata.EntityName = accessor.EntityName;
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// metadata.EntityType = accessor.EntityType;
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// metadata.TableNameOrTreePath = tableNameOrTreePath;
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// return metadata;
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//});
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return await Task.FromResult(metaData);
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}
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/// <summary>
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/// 查询数据
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <param name="options"></param>
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/// <returns></returns>
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public async Task<BusPagedResult<T>> QueryAsync<T>(IoTDBQueryOptions options) where T : IoTEntity, new()
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{
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try
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{
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var stopwatch2 = Stopwatch.StartNew();
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var query = await BuildQuerySQL<T>(options);
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var sessionDataSet = await CurrentSession.ExecuteQueryStatementAsync(query);
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var result = new BusPagedResult<T>
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{
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TotalCount = await GetTotalCount<T>(options),
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Items = await ParseResults<T>(sessionDataSet, options.PageSize),
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PageIndex = options.PageIndex,
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PageSize = options.PageSize,
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};
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stopwatch2.Stop();
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//int totalPageCount = (int)Math.Ceiling((double)result.TotalCount / options.PageSize);
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if (result.Items.Count() < result.PageSize)
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{
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result.HasNext = false;
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}
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else
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{
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result.HasNext = true;
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}
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//result.HasNext = result.Items.Count() > 0 ? result.Items.Count() < result.PageSize : false;
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return result;
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}
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catch (Exception ex)
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{
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CurrentSession.Dispose();
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_logger.LogError(ex, $"{nameof(QueryAsync)} IoTDB查询{typeof(T).Name}的数据时发生异常");
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throw;
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}
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}
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/// <summary>
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/// 构建Tablet
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/// </summary>
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/// <typeparam name="T"></typeparam>
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/// <param name="entities">表实体</param>
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/// <param name="metadata">设备元数据</param></param>
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/// <returns></returns>
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private List<Tablet> BuildTablet<T>(IEnumerable<T> entities, DeviceMetadata metadata) where T : IoTEntity
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{
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var entitiyList = entities.ToList();
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if (entitiyList == null || entitiyList.Count <= 0)
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{
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return null;
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}
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//var accessor = SourceEntityAccessorFactory.GetAccessor<T>();
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//var memberCache = BuildMemberCache(accessor);
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if (metadata.EntityType == null)
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{
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throw new ArgumentException($"{nameof(BuildTablet)} 构建存储结构{nameof(Tablet)}时 {nameof(T)}的EntityType 没有指定，属于异常情况，-101");
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}
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if (metadata.EntityType == EntityTypeEnum.Other)
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{
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throw new ArgumentException($"{nameof(BuildTablet)} 构建存储结构{nameof(Tablet)}时 {nameof(T)}的EntityType 不属于IoTDB数据模型实体，属于异常情况，-102");
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}
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if (metadata.EntityType == EntityTypeEnum.TreeModel && _runtimeContext.UseTableSessionPool == true)
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{
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throw new ArgumentException($"{nameof(BuildTablet)} 构建存储结构{nameof(Tablet)}时 tree模型不能使用table模型Session连接，属于异常情况，-103");
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}
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else if (metadata.EntityType == EntityTypeEnum.TableModel && _runtimeContext.UseTableSessionPool == false)
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{
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throw new ArgumentException($"{nameof(BuildTablet)} 构建存储结构{nameof(Tablet)}时 table模型不能使用tree模型Session连接，属于异常情况，-104");
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}
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string tableNameOrTreePath = string.Empty;
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if (_runtimeContext.UseTableSessionPool)//表模型
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{
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//如果指定了路径
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if (!string.IsNullOrWhiteSpace(metadata.TableNameOrTreePath))
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{
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tableNameOrTreePath = metadata.TableNameOrTreePath;
|
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}
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else
|
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{
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tableNameOrTreePath = DevicePathBuilder.GetTableName<T>();
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}
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return new List<Tablet>() { BuildTablet(entitiyList, metadata, tableNameOrTreePath) };
|
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}
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else
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{
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//树模型的时候，实体的设备Id可能会不同，因此需要根据不同路径进行存储。
|
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var tabletList = new List<Tablet>();
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var groupEntities = entitiyList.GroupBy(d => d.DevicePath).ToList();
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foreach (var group in groupEntities)
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{
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tabletList.Add(BuildTablet(group.ToList(), metadata, group.Key));
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}
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return tabletList;
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}
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}
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private Tablet BuildTablet<T>(List<T> entities, DeviceMetadata metadata, string tableNameOrTreePath) where T : IoTEntity
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{
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// 预分配内存结构
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var rowCount = entities.Count;
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var timestamps = new long[rowCount];
|
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var values = new object[rowCount][];
|
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for (var i = 0; i < values.Length; i++)
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{
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values[i] = new object[metadata.ColumnNames.Count];
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}
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List<string> tempColumnNames = new List<string>();
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tempColumnNames.AddRange(metadata.ColumnNames);
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||
|
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// 顺序处理数据（保证线程安全）
|
||
for (var row = 0; row < rowCount; row++)
|
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{
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var entity = entities[row];
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timestamps[row] = entity.Timestamps;
|
||
|
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for (int i = 0; i < metadata.ColumnNames.Count; i++)
|
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{
|
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var processor = metadata.Processors[i];
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if (processor.IsSingleMeasuring)
|
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{
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tempColumnNames[i] = (string)processor.SingleMeasuringNameGetter(entity);
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}
|
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// 获取并转换值
|
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values[row][i] = processor.ValueGetter(entity);
|
||
}
|
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}
|
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|
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return _runtimeContext.UseTableSessionPool
|
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? BuildTableSessionTablet(metadata, tableNameOrTreePath, tempColumnNames, values.Select(d => d.ToList()).ToList(), timestamps.ToList())
|
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: BuildSessionTablet(metadata, tableNameOrTreePath, tempColumnNames, values.Select(d => d.ToList()).ToList(), timestamps.ToList());
|
||
}
|
||
|
||
|
||
/// <summary>
|
||
/// 构建tree模型的Tablet
|
||
/// </summary>
|
||
/// <param name="metadata">已解析的设备数据元数据</param>
|
||
/// <param name="devicePath">设备路径</param>
|
||
/// <param name="columns">数据列集合</param>
|
||
/// <param name="values">数据集合</param>
|
||
/// <param name="timestamps">时间戳集合</param>
|
||
/// <returns></returns>
|
||
private Tablet BuildSessionTablet(DeviceMetadata metadata, string devicePath, List<string> columns, List<List<object>> values, List<long> timestamps)
|
||
{
|
||
//todo 树模型需要去掉TAG类型和ATTRIBUTE类型的字段，只需要保留FIELD类型字段即可
|
||
|
||
return new Tablet(
|
||
devicePath,
|
||
columns,
|
||
metadata.DataTypes,
|
||
values,
|
||
timestamps
|
||
);
|
||
}
|
||
|
||
/// <summary>
|
||
/// 构建表模型的Tablet
|
||
/// </summary>
|
||
/// <param name="metadata">已解析的设备数据元数据</param>
|
||
/// <param name="tableName">表名称</param>
|
||
/// <param name="columns">数据列集合</param>
|
||
/// <param name="values">数据集合</param>
|
||
/// <param name="timestamps">时间戳集合</param>
|
||
/// <returns></returns>
|
||
private Tablet BuildTableSessionTablet(DeviceMetadata metadata, string tableName, List<string> columns, List<List<object>> values, List<long> timestamps)
|
||
{
|
||
var tablet = new Tablet(
|
||
tableName,
|
||
columns,
|
||
metadata.ColumnCategories,
|
||
metadata.DataTypes,
|
||
values,
|
||
timestamps
|
||
);
|
||
|
||
return tablet;
|
||
}
|
||
|
||
/// <summary>
|
||
/// 构建查询语句
|
||
/// </summary>
|
||
/// <typeparam name="T"></typeparam>
|
||
/// <param name="options"></param>
|
||
/// <returns></returns>
|
||
private async Task<string> BuildQuerySQL<T>(IoTDBQueryOptions options) where T : IoTEntity
|
||
{
|
||
var metadata = await GetMetadata<T>();
|
||
var sb = new StringBuilder("SELECT ");
|
||
sb.AppendJoin(", ", metadata.ColumnNames);
|
||
sb.Append($" FROM {options.TableNameOrTreePath}");
|
||
|
||
if (options.Conditions.Any())
|
||
{
|
||
sb.Append(" WHERE ");
|
||
sb.AppendJoin(" AND ", options.Conditions.Select(TranslateCondition));
|
||
}
|
||
|
||
sb.Append($" LIMIT {options.PageSize} OFFSET {options.PageIndex * options.PageSize}");
|
||
return sb.ToString();
|
||
}
|
||
|
||
/// <summary>
|
||
/// 构建删除语句
|
||
/// </summary>
|
||
/// <typeparam name="T"></typeparam>
|
||
/// <param name="options"></param>
|
||
/// <returns></returns>
|
||
private async Task<string> BuildDeleteSQL<T>(IoTDBQueryOptions options) where T : IoTEntity
|
||
{
|
||
var metadata = await GetMetadata<T>();
|
||
var sb = new StringBuilder();
|
||
|
||
if (!_runtimeContext.UseTableSessionPool)
|
||
{
|
||
sb.Append("DELETE ");
|
||
}
|
||
else
|
||
{
|
||
sb.Append("DROP ");
|
||
}
|
||
|
||
sb.Append($" FROM {options.TableNameOrTreePath}");
|
||
|
||
sb.AppendJoin(", ", metadata.ColumnNames);
|
||
|
||
if (options.Conditions.Any())
|
||
{
|
||
sb.Append(" WHERE ");
|
||
sb.AppendJoin(" AND ", options.Conditions.Select(TranslateCondition));
|
||
}
|
||
|
||
return sb.ToString();
|
||
}
|
||
|
||
/// <summary>
|
||
/// 将查询条件转换为SQL语句
|
||
/// </summary>
|
||
/// <param name="condition"></param>
|
||
/// <returns></returns>
|
||
/// <exception cref="NotSupportedException"></exception>
|
||
private string TranslateCondition(QueryCondition condition)
|
||
{
|
||
return condition.Operator switch
|
||
{
|
||
">" => condition.IsNumber ? $"{condition.Field} > {condition.Value}" : $"{condition.Field} > '{condition.Value}'",
|
||
"<" => condition.IsNumber ? $"{condition.Field} < {condition.Value}" : $"{condition.Field} < '{condition.Value}'",
|
||
"=" => condition.IsNumber ? $"{condition.Field} = {condition.Value}" : $"{condition.Field} = '{condition.Value}'",
|
||
_ => throw new NotSupportedException($"{nameof(TranslateCondition)} 将查询条件转换为SQL语句时操作符 {condition.Operator} 属于异常情况")
|
||
};
|
||
}
|
||
|
||
/// <summary>
|
||
/// 获取查询条件的总数量
|
||
/// </summary>
|
||
/// <typeparam name="T"></typeparam>
|
||
/// <param name="options"></param>
|
||
/// <returns></returns>
|
||
private async Task<int> GetTotalCount<T>(IoTDBQueryOptions options) where T : IoTEntity
|
||
{
|
||
var countQuery = $"SELECT COUNT(*) FROM {options.TableNameOrTreePath}";
|
||
if (options.Conditions.Any())
|
||
{
|
||
countQuery += " WHERE " + string.Join(" AND ", options.Conditions.Select(TranslateCondition));
|
||
}
|
||
|
||
var result = await CurrentSession.ExecuteQueryStatementAsync(countQuery);
|
||
if (result == null)
|
||
{
|
||
return 0;
|
||
}
|
||
|
||
if (!result.HasNext())
|
||
{
|
||
return 0;
|
||
}
|
||
|
||
|
||
var count = Convert.ToInt32(result.Next().Values[0]);
|
||
await result.Close();
|
||
|
||
return count;
|
||
}
|
||
|
||
/// <summary>
|
||
/// 解析查询结果
|
||
/// </summary>
|
||
/// <typeparam name="T"></typeparam>
|
||
/// <param name="dataSet"></param>
|
||
/// <param name="pageSize"></param>
|
||
/// <returns></returns>
|
||
private async Task<IEnumerable<T>> ParseResults<T>(SessionDataSet dataSet, int pageSize) where T : IoTEntity, new()
|
||
{
|
||
var results = new List<T>();
|
||
var metadata = await GetMetadata<T>();
|
||
|
||
var accessor = SourceEntityAccessorFactory.GetAccessor<T>();
|
||
var memberCache = BuildMemberCache(accessor);
|
||
|
||
|
||
while (dataSet.HasNext() && results.Count < pageSize)
|
||
{
|
||
var record = dataSet.Next();
|
||
var entity = new T
|
||
{
|
||
Timestamps = record.Timestamps
|
||
};
|
||
|
||
for (int i = 0; i < metadata.Processors.Count; i++)
|
||
{
|
||
var value = record.Values[i];
|
||
metadata.Processors[i].ValueSetter(entity, value);
|
||
}
|
||
|
||
results.Add(entity);
|
||
|
||
}
|
||
await dataSet.Close();
|
||
return results;
|
||
}
|
||
|
||
/// <summary>
|
||
/// 获取设备元数据的列
|
||
/// </summary>
|
||
/// <param name="accessor"></param>
|
||
/// <returns></returns>
|
||
private List<ColumnInfo> CollectColumnMetadata<T>(ISourceEntityAccessor<T> accessor)
|
||
{
|
||
var columns = new List<ColumnInfo>();
|
||
var memberCache = BuildMemberCache(accessor);
|
||
|
||
foreach (var member in accessor.MemberList)
|
||
{
|
||
// 过滤元组子项
|
||
if (member.NameOrPath.Contains(".Item")) continue;
|
||
|
||
// 类型名称处理
|
||
Type declaredType = member.DeclaredType;
|
||
var underlyingType = Nullable.GetUnderlyingType(declaredType);
|
||
string declaredTypeName = underlyingType?.Name ?? member.DeclaredTypeName;
|
||
|
||
// 特性查询优化
|
||
var attributes = member.CustomAttributes ?? Enumerable.Empty<Attribute>();
|
||
var tagAttr = attributes.OfType<TAGColumnAttribute>().FirstOrDefault();
|
||
var attrColumn = attributes.OfType<ATTRIBUTEColumnAttribute>().FirstOrDefault();
|
||
var fieldColumn = attributes.OfType<FIELDColumnAttribute>().FirstOrDefault();
|
||
var singleMeasuringAttr = attributes.OfType<SingleMeasuringAttribute>().FirstOrDefault();
|
||
|
||
// 构建ColumnInfo
|
||
ColumnInfo? column = null;
|
||
if (tagAttr != null)
|
||
{
|
||
column = new ColumnInfo(member.NameOrPath, ColumnCategory.TAG, GetDataTypeFromTypeName(declaredTypeName), false, member.DeclaredTypeName);
|
||
}
|
||
else if (attrColumn != null)
|
||
{
|
||
column = new ColumnInfo(member.NameOrPath, ColumnCategory.ATTRIBUTE, GetDataTypeFromTypeName(declaredTypeName), false, member.DeclaredTypeName);
|
||
}
|
||
else if (fieldColumn != null)
|
||
{
|
||
column = new ColumnInfo(member.NameOrPath, ColumnCategory.FIELD, GetDataTypeFromTypeName(declaredTypeName), false, member.DeclaredTypeName);
|
||
}
|
||
|
||
// 单测模式处理
|
||
if (singleMeasuringAttr != null && column == null)
|
||
{
|
||
var tupleItemKey = $"{member.NameOrPath}.Item2";
|
||
if (!memberCache.TryGetValue(tupleItemKey, out var tupleMember))
|
||
{
|
||
throw new Exception($"{nameof(CollectColumnMetadata)} {accessor.EntityName} {member.NameOrPath} 单侧点属性解析异常");
|
||
}
|
||
column = new ColumnInfo(member.NameOrPath, ColumnCategory.FIELD, GetDataTypeFromTypeName(tupleMember.DeclaredTypeName), true, tupleMember.DeclaredTypeName);
|
||
}
|
||
|
||
if (column.HasValue) columns.Add(column.Value);
|
||
}
|
||
return columns;
|
||
}
|
||
|
||
/// <summary>
|
||
/// 构建设备元数据
|
||
/// </summary>
|
||
/// <param name="typeInfo">待解析的类</param>
|
||
/// <param name="columns">已处理好的数据列</param>
|
||
/// <returns></returns>
|
||
private DeviceMetadata BuildDeviceMetadata<T>(List<ColumnInfo> columns, ISourceEntityAccessor<T> accessor) where T : IoTEntity
|
||
{
|
||
var metadata = new DeviceMetadata();
|
||
|
||
//先检查是不是单侧点模型
|
||
if (columns.Any(c => c.IsSingleMeasuring))
|
||
{
|
||
metadata.IsSingleMeasuring = true;
|
||
}
|
||
|
||
//按业务逻辑顺序处理（TAG -> ATTRIBUTE -> FIELD）
|
||
var groupedColumns = columns
|
||
.GroupBy(c => c.Category)
|
||
.ToDictionary(g => g.Key, g => g.ToList());
|
||
|
||
ProcessCategory(groupedColumns, ColumnCategory.TAG, metadata);
|
||
ProcessCategory(groupedColumns, ColumnCategory.ATTRIBUTE, metadata);
|
||
ProcessCategory(groupedColumns, ColumnCategory.FIELD, metadata);
|
||
|
||
// 新增处理器初始化
|
||
foreach (var item in metadata.ColumnNames)
|
||
{
|
||
ColumnInfo column = columns.FirstOrDefault(d => d.Name == item);
|
||
|
||
var processor = new ColumnProcessor
|
||
{
|
||
ColumnName = column.Name,
|
||
IsSingleMeasuring = column.IsSingleMeasuring,
|
||
GetConverter = GetterConverter(column.DeclaredTypeName.ToUpper()),
|
||
SetConverter = SetterConverter(column.Name.ToUpper()),
|
||
TSDataType = column.DataType,
|
||
};
|
||
|
||
// 处理单测点
|
||
if (column.IsSingleMeasuring)
|
||
{
|
||
var item1Member = accessor.MemberList
|
||
.First(m => m.NameOrPath == $"{column.Name}.Item1");
|
||
|
||
processor.SingleMeasuringNameGetter = (obj) =>
|
||
{
|
||
// 获取原始值并转为字符串
|
||
object rawValue = item1Member.Getter(obj);
|
||
string value = rawValue?.ToString();
|
||
|
||
ValidateSingleMeasuringName(value);
|
||
|
||
return value;
|
||
};
|
||
|
||
var item2Member = accessor.MemberList
|
||
.First(m => m.NameOrPath == $"{column.Name}.Item2");
|
||
processor.ValueGetter = (obj) => {
|
||
object rawValue = item2Member.Getter(obj);
|
||
return processor.GetConverter(rawValue);
|
||
};
|
||
}
|
||
else
|
||
{
|
||
// 获取对应的成员访问器
|
||
var member = accessor.MemberList.First(m => m.NameOrPath == column.Name);
|
||
processor.ValueGetter = (obj) => {
|
||
object rawValue = member.Getter(obj);
|
||
return processor.GetConverter(rawValue);
|
||
};
|
||
|
||
//对应的属性成员进行赋值
|
||
processor.ValueSetter = (obj, value) =>
|
||
{
|
||
dynamic tempValue = GetTSDataValue(processor.TSDataType, value);
|
||
var rawValue = processor.SetConverter(value);
|
||
member.Setter(obj, rawValue);
|
||
};
|
||
}
|
||
|
||
metadata.Processors.Add(processor);
|
||
}
|
||
|
||
return metadata;
|
||
}
|
||
|
||
/// <summary>
|
||
/// 验证单测点名称格式
|
||
/// </summary>
|
||
private void ValidateSingleMeasuringName(string value)
|
||
{
|
||
if (string.IsNullOrWhiteSpace(value))
|
||
{
|
||
return;
|
||
}
|
||
|
||
// 规则1: 严格检查ASCII字母和数字（0-9, A-Z, a-z）
|
||
bool hasInvalidChars = value.Any(c =>
|
||
!((c >= 'A' && c <= 'Z') ||
|
||
(c >= 'a' && c <= 'z') ||
|
||
(c >= '0' && c <= '9')));
|
||
|
||
// 规则2: 首字符不能是数字
|
||
bool startsWithDigit = value[0] >= '0' && value[0] <= '9';
|
||
|
||
// 规则3: 全字符串不能都是数字
|
||
bool allDigits = value.All(c => c >= '0' && c <= '9');
|
||
|
||
// 按优先级抛出具体异常
|
||
if (hasInvalidChars)
|
||
{
|
||
throw new InvalidOperationException(
|
||
$"SingleMeasuring name '{value}' 包含非法字符，只允许字母和数字");
|
||
}
|
||
else if (startsWithDigit)
|
||
{
|
||
throw new InvalidOperationException(
|
||
$"SingleMeasuring name '{value}' 不能以数字开头");
|
||
}
|
||
else if (allDigits)
|
||
{
|
||
throw new InvalidOperationException(
|
||
$"SingleMeasuring name '{value}' 不能全为数字");
|
||
}
|
||
}
|
||
|
||
/// <summary>
|
||
/// 取值的处理器
|
||
/// </summary>
|
||
/// <param name="declaredTypeName"></param>
|
||
/// <returns></returns>
|
||
private Func<object, object> GetterConverter(string declaredTypeName)
|
||
{
|
||
return declaredTypeName switch
|
||
{
|
||
"DATETIME" => value => ((DateTime)value).GetDateTimeOffset().ToUnixTimeNanoseconds(),
|
||
_ => value => value
|
||
};
|
||
}
|
||
|
||
/// <summary>
|
||
/// 设置值的处理
|
||
/// </summary>
|
||
/// <param name="columnName"></param>
|
||
/// <returns></returns>
|
||
private Func<object, object> SetterConverter(string columnName) =>
|
||
columnName.ToLower().EndsWith("time")
|
||
? value => new DateTime(Convert.ToInt64(value), DateTimeKind.Utc)
|
||
: value => value;
|
||
|
||
/// <summary>
|
||
/// 处理不同列类型的逻辑
|
||
/// </summary>
|
||
/// <param name="groupedColumns"></param>
|
||
/// <param name="category"></param>
|
||
/// <param name="metadata"></param>
|
||
private void ProcessCategory(IReadOnlyDictionary<ColumnCategory, List<ColumnInfo>> groupedColumns, ColumnCategory category, DeviceMetadata metadata)
|
||
{
|
||
if (groupedColumns.TryGetValue(category, out var cols))
|
||
{
|
||
metadata.ColumnNames.AddRange(cols.Select(c => c.Name));
|
||
metadata.ColumnCategories.AddRange(cols.Select(c => c.Category));
|
||
metadata.DataTypes.AddRange(cols.Select(c => c.DataType));
|
||
}
|
||
}
|
||
|
||
/// <summary>
|
||
/// 数据列结构
|
||
/// </summary>
|
||
private readonly struct ColumnInfo
|
||
{
|
||
/// <summary>
|
||
/// 列名
|
||
/// </summary>
|
||
public string Name { get; }
|
||
|
||
/// <summary>
|
||
/// 声明的类型的名称
|
||
/// </summary>
|
||
public string DeclaredTypeName { get; }
|
||
|
||
/// <summary>
|
||
/// 是否是单测点
|
||
/// </summary>
|
||
public bool IsSingleMeasuring { get; }
|
||
|
||
/// <summary>
|
||
/// 列类型
|
||
/// </summary>
|
||
public ColumnCategory Category { get; }
|
||
|
||
/// <summary>
|
||
/// 数据类型
|
||
/// </summary>
|
||
public TSDataType DataType { get; }
|
||
|
||
public ColumnInfo(string name, ColumnCategory category, TSDataType dataType, bool isSingleMeasuring, string declaredTypeName)
|
||
{
|
||
Name = name;
|
||
Category = category;
|
||
DataType = dataType;
|
||
IsSingleMeasuring = isSingleMeasuring;
|
||
DeclaredTypeName = declaredTypeName;
|
||
}
|
||
}
|
||
|
||
/// <summary>
|
||
/// 根据类型名称获取对应的 IoTDB 数据类型
|
||
/// </summary>
|
||
/// <param name="typeName">类型名称（不区分大小写）</param>
|
||
/// <returns>对应的 TSDataType，默认返回 TSDataType.STRING</returns>
|
||
private TSDataType GetDataTypeFromTypeName(string typeName)
|
||
{
|
||
if (string.IsNullOrWhiteSpace(typeName))
|
||
return TSDataType.STRING;
|
||
|
||
return DataTypeMap.TryGetValue(typeName.Trim(), out var dataType)
|
||
? dataType
|
||
: TSDataType.STRING;
|
||
}
|
||
|
||
/// <summary>
|
||
/// 根据类型名称获取 IoTDB 数据类型
|
||
/// </summary>
|
||
private readonly IReadOnlyDictionary<string, TSDataType> DataTypeMap =
|
||
new Dictionary<string, TSDataType>(StringComparer.OrdinalIgnoreCase)
|
||
{
|
||
["BOOLEAN"] = TSDataType.BOOLEAN,
|
||
["INT32"] = TSDataType.INT32,
|
||
["INT64"] = TSDataType.INT64,
|
||
["FLOAT"] = TSDataType.FLOAT,
|
||
["DOUBLE"] = TSDataType.DOUBLE,
|
||
["TEXT"] = TSDataType.TEXT,
|
||
["NULLTYPE"] = TSDataType.NONE,
|
||
["DATETIME"] = TSDataType.TIMESTAMP,
|
||
["DATE"] = TSDataType.DATE,
|
||
["BLOB"] = TSDataType.BLOB,
|
||
["DECIMAL"] = TSDataType.STRING,
|
||
["STRING"] = TSDataType.STRING
|
||
};
|
||
|
||
/// <summary>
|
||
/// 根据类型名称获取 IoTDB 数据默认值
|
||
/// </summary>
|
||
private readonly IReadOnlyDictionary<string, object> DataTypeDefaultValueMap =
|
||
new Dictionary<string, object>(StringComparer.OrdinalIgnoreCase)
|
||
{
|
||
["BOOLEAN"] = false,
|
||
["INT32"] = 0,
|
||
["INT64"] = 0,
|
||
["FLOAT"] = 0.0f,
|
||
["DOUBLE"] = 0.0d,
|
||
["TEXT"] = string.Empty,
|
||
["NULLTYPE"] = null,
|
||
["DATETIME"] = null,
|
||
["DATE"] = null,
|
||
["BLOB"] = null,
|
||
["DECIMAL"] = "0.0",
|
||
["STRING"] = string.Empty
|
||
};
|
||
|
||
/// <summary>
|
||
/// IoTDB 数据类型与.net类型映射
|
||
/// </summary>
|
||
/// <param name="tSDataType"></param>
|
||
/// <param name="value"></param>
|
||
/// <returns></returns>
|
||
private dynamic GetTSDataValue(TSDataType tSDataType, object value) =>
|
||
tSDataType switch
|
||
{
|
||
TSDataType.BOOLEAN => Convert.ToBoolean(value),
|
||
TSDataType.INT32 => Convert.ToInt32(value),
|
||
TSDataType.INT64 => Convert.ToInt64(value),
|
||
TSDataType.FLOAT => Convert.ToDouble(value),
|
||
TSDataType.DOUBLE => Convert.ToDouble(value),
|
||
TSDataType.TEXT => Convert.ToString(value),
|
||
TSDataType.NONE => null,
|
||
TSDataType.TIMESTAMP => Convert.ToInt64(value),
|
||
TSDataType.DATE => Convert.ToDateTime(value),
|
||
TSDataType.BLOB => Convert.ToByte(value),
|
||
TSDataType.STRING => Convert.ToString(value),
|
||
_ => Convert.ToString(value)
|
||
};
|
||
|
||
/// <summary>
|
||
/// 缓存实体属性信息
|
||
/// </summary>
|
||
/// <typeparam name="T"></typeparam>
|
||
/// <param name="accessor"></param>
|
||
/// <returns></returns>
|
||
private Dictionary<string, EntityMemberInfo> BuildMemberCache<T>(ISourceEntityAccessor<T> accessor)
|
||
{
|
||
var cache = new Dictionary<string, EntityMemberInfo>(StringComparer.Ordinal);
|
||
foreach (var member in accessor.MemberList)
|
||
{
|
||
cache[member.NameOrPath] = member;
|
||
}
|
||
return cache;
|
||
}
|
||
|
||
private static readonly Regex _asciiAlphanumericRegex = new Regex(@"^[a-zA-Z0-9]*$", RegexOptions.Compiled);
|
||
}
|
||
}
|