修改代码

src/JiShe.CollectBus.Application/ScheduledMeterReading/BasicScheduledMeterReadingService.cs

@@ -21,7 +21,6 @@ using System.Collections.Generic;
 using System.Diagnostics;
 using System.Linq;
 using System.Threading.Tasks;
-using static FreeSql.Internal.GlobalFilter;
 
 namespace JiShe.CollectBus.ScheduledMeterReading
 {

src/JiShe.CollectBus.Common/Models/BusCacheGlobalPagedResult.cs

@@ -17,6 +17,11 @@ namespace JiShe.CollectBus.Common.Models
         /// </summary>
         public List<T> Items { get; set; }
 
+        /// <summary>
+        /// 总条数
+        /// </summary>
+        public long TotalCount { get; set; }
+
         /// <summary>
         /// 是否有下一页
         /// </summary>
@@ -25,7 +30,7 @@ namespace JiShe.CollectBus.Common.Models
         /// <summary>
         /// 下一页的分页索引
         /// </summary>
-        public long? NextScore { get; set; }
+        public decimal? NextScore { get; set; }
 
         /// <summary>
         /// 下一页的分页索引

src/JiShe.CollectBus.Common/Models/BusPagedResult.cs

@@ -31,5 +31,20 @@ namespace JiShe.CollectBus.Common.Models
         /// 数据集合
         /// </summary>
         public IEnumerable<T> Items { get; set; }
+
+        /// <summary>
+        /// 是否有下一页
+        /// </summary>
+        public bool HasNext { get; set; }
+
+        /// <summary>
+        /// 下一页的分页索引
+        /// </summary>
+        public decimal? NextScore { get; set; }
+
+        /// <summary>
+        /// 下一页的分页索引
+        /// </summary>
+        public string NextMember { get; set; }
     }
 }

src/JiShe.CollectBus.Common/Models/DeviceCacheBasicModel.cs

@@ -22,8 +22,8 @@ namespace JiShe.CollectBus.Common.Models
         public int MeterId { get; set; }
 
         /// <summary>
-        /// 唯一标识
+        /// 唯一标识，是redis ZSet和Set memberid
         /// </summary>
-        public virtual string UniqueId => $"{FocusId}:{MeterId}";
+        public virtual string MemberID => $"{FocusId}:{MeterId}";
     }
 }

src/JiShe.CollectBus.FreeRedisProvider/FreeRedisProvider.cs

@@ -8,6 +8,7 @@ using System.Diagnostics;
 using System.Text.Json;
 using Volo.Abp.DependencyInjection;
 using static System.Runtime.InteropServices.JavaScript.JSType;
+using System.Collections.Concurrent;
 
 namespace JiShe.CollectBus.FreeRedisProvider
 {
@@ -83,16 +84,16 @@ namespace JiShe.CollectBus.FreeRedisProvider
             using (var trans = Instance.Multi())
             {
                 // 主数据存储Hash
-                trans.HSet(redisCacheKey, data.UniqueId, data.Serialize());
+                trans.HSet(redisCacheKey, data.MemberID, data.Serialize());
 
                 // 分类索引
-                trans.SAdd(redisCacheFocusIndexKey, data.UniqueId);
+                trans.SAdd(redisCacheFocusIndexKey, data.MemberID);
 
                 // 排序索引使用ZSET
-                trans.ZAdd(redisCacheScoresIndexKey, scoreValue, data.UniqueId);
+                trans.ZAdd(redisCacheScoresIndexKey, scoreValue, data.MemberID);
 
                 //全局索引
-                trans.ZAdd(redisCacheGlobalIndexKey, globalScore, data.UniqueId);
+                trans.ZAdd(redisCacheGlobalIndexKey, globalScore, data.MemberID);
 
                 var results = trans.Exec();
 
@@ -122,6 +123,16 @@ namespace JiShe.CollectBus.FreeRedisProvider
         IEnumerable<T> items,
         DateTimeOffset? timestamp = null) where T : DeviceCacheBasicModel
         {
+            if (items == null 
+               || items.Count() <=0
+               || string.IsNullOrWhiteSpace(redisCacheKey)
+               || string.IsNullOrWhiteSpace(redisCacheFocusIndexKey)
+               || string.IsNullOrWhiteSpace(redisCacheScoresIndexKey)
+               || string.IsNullOrWhiteSpace(redisCacheGlobalIndexKey))
+            {
+                throw new ArgumentException($"{nameof(BatchAddMeterData)} 参数异常，-101");
+            }
+
             const int BATCH_SIZE = 1000; // 每批1000条
             var semaphore = new SemaphoreSlim(Environment.ProcessorCount * 2);
 
@@ -144,16 +155,16 @@ namespace JiShe.CollectBus.FreeRedisProvider
                             long globalScore = actualTimestamp.ToUnixTimeMilliseconds();
 
                             // 主数据存储Hash
-                            pipe.HSet(redisCacheKey, item.UniqueId, item.Serialize());
+                            pipe.HSet(redisCacheKey, item.MemberID, item.Serialize());
 
                             // 分类索引
-                            pipe.SAdd(redisCacheFocusIndexKey, item.UniqueId);
+                            pipe.SAdd(redisCacheFocusIndexKey, item.MemberID);
 
                             // 排序索引使用ZSET
-                            pipe.ZAdd(redisCacheScoresIndexKey, scoreValue, item.UniqueId);
+                            pipe.ZAdd(redisCacheScoresIndexKey, scoreValue, item.MemberID);
 
                             //全局索引
-                            pipe.ZAdd(redisCacheGlobalIndexKey, globalScore, item.UniqueId);
+                            pipe.ZAdd(redisCacheGlobalIndexKey, globalScore, item.MemberID);
                         }
                         pipe.EndPipe();
                     }
@@ -164,29 +175,108 @@ namespace JiShe.CollectBus.FreeRedisProvider
             await Task.CompletedTask;
         }
 
+        /// <summary>
+        /// 删除指定redis缓存key的缓存数据
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="redisCacheKey">主数据存储Hash缓存Key</param>
+        /// <param name="redisCacheFocusIndexKey">集中器索引Set缓存Key</param>
+        /// <param name="redisCacheScoresIndexKey">集中器排序索引ZSET缓存Key</param>
+        /// <param name="redisCacheGlobalIndexKey">集中器采集频率分组全局索引ZSet缓存Key</param>
+        /// <param name="data">表计信息</param>
+        /// <returns></returns>
+        public async Task RemoveMeterData<T>(
+        string redisCacheKey,
+        string redisCacheFocusIndexKey,
+        string redisCacheScoresIndexKey,
+        string redisCacheGlobalIndexKey,
+        T data) where T : DeviceCacheBasicModel
+        {
+
+            if (data == null 
+               || string.IsNullOrWhiteSpace(redisCacheKey)
+               || string.IsNullOrWhiteSpace(redisCacheFocusIndexKey)
+               || string.IsNullOrWhiteSpace(redisCacheScoresIndexKey)
+               || string.IsNullOrWhiteSpace(redisCacheGlobalIndexKey))
+            {
+                throw new ArgumentException($"{nameof(RemoveMeterData)} 参数异常，-101");
+            }
+
+            const string luaScript = @"
+                local mainKey = KEYS[1]
+                local focusIndexKey = KEYS[2]
+                local scoresIndexKey = KEYS[3]
+                local globalIndexKey = KEYS[4]
+                local member = ARGV[1]
+
+                local deleted = 0
+                if redis.call('HDEL', mainKey, member) > 0 then
+                    deleted = 1
+                end
+
+                redis.call('SREM', focusIndexKey, member)
+                redis.call('ZREM', scoresIndexKey, member)
+                redis.call('ZREM', globalIndexKey, member)
+                return deleted
+            ";
+
+            var keys = new[]
+            {
+                redisCacheKey,
+                redisCacheFocusIndexKey,
+                redisCacheScoresIndexKey,
+                redisCacheGlobalIndexKey
+            };
+
+            var result = await Instance.EvalAsync(luaScript, keys, new[] { data.MemberID });
+
+            if ((int)result == 0)
+                throw new KeyNotFoundException("指定数据不存在");
+        }
+
+        /// <summary>
+        /// 修改表计缓存信息
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="redisCacheKey">主数据存储Hash缓存Key</param>
+        /// <param name="oldRedisCacheFocusIndexKey">旧集中器索引Set缓存Key</param>
+        /// <param name="newRedisCacheFocusIndexKey">新集中器索引Set缓存Key</param>
+        /// <param name="redisCacheScoresIndexKey">集中器排序索引ZSET缓存Key</param>
+        /// <param name="redisCacheGlobalIndexKey">集中器采集频率分组全局索引ZSet缓存Key</param>
+        /// <param name="newData">表计信息</param>
+        /// <param name="newTimestamp">可选时间戳</param>
+        /// <returns></returns>
         public async Task UpdateMeterData<T>(
         string redisCacheKey, 
-        string oldCategoryIndexKey,
+        string oldRedisCacheFocusIndexKey,
-        string newCategoryIndexKey,
+        string newRedisCacheFocusIndexKey,
-        string memberId, // 唯一标识（格式："分类ID:GUID"）
+        string redisCacheScoresIndexKey,
+        string redisCacheGlobalIndexKey,
         T newData,
-        int? newCategoryId = null,
+        DateTimeOffset? newTimestamp = null) where T : DeviceCacheBasicModel
-        DateTimeOffset? newTimestamp = null)
         {
-            // 参数校验
+            if (newData == null
-            if (string.IsNullOrWhiteSpace(memberId))
+              || string.IsNullOrWhiteSpace(redisCacheKey)
-                throw new ArgumentException("Invalid member ID");
+              || string.IsNullOrWhiteSpace(oldRedisCacheFocusIndexKey)
+              || string.IsNullOrWhiteSpace(newRedisCacheFocusIndexKey)
+              || string.IsNullOrWhiteSpace(redisCacheScoresIndexKey)
+              || string.IsNullOrWhiteSpace(redisCacheGlobalIndexKey))
+            {
+                throw new ArgumentException($"{nameof(UpdateMeterData)} 参数异常，-101");
+            }
 
             var luaScript = @"
                 local mainKey = KEYS[1]
-                local scoreKey = KEYS[2]
+                local oldFocusIndexKey = KEYS[2]
-                local oldIndex = KEYS[3]
+                local newFocusIndexKey = KEYS[3]
-                local newIndex = KEYS[4]
+                local scoresIndexKey = KEYS[4]
+                local globalIndexKey = KEYS[5]
                 local member = ARGV[1]
                 local newData = ARGV[2]
                 local newScore = ARGV[3]
+                local newGlobalScore = ARGV[4]
 
-                -- 校验旧数据是否存在
+                -- 校验存在性
                 if redis.call('HEXISTS', mainKey, member) == 0 then
                     return 0
                 end
@@ -194,70 +284,67 @@ namespace JiShe.CollectBus.FreeRedisProvider
                 -- 更新主数据
                 redis.call('HSET', mainKey, member, newData)
 
-                -- 处理分类变更
+                -- 处理变更
                 if newScore ~= '' then
                     -- 删除旧索引
-                    redis.call('SREM', oldIndex, member)
+                    redis.call('SREM', oldFocusIndexKey, member)
-                    -- 更新排序分数
+                    redis.call('ZREM', scoresIndexKey, member)
-                    redis.call('ZADD', scoreKey, newScore, member)
+            
                     -- 添加新索引
-                    redis.call('SADD', newIndex, member)
+                    redis.call('SADD', newFocusIndexKey, member)
+                    redis.call('ZADD', scoresIndexKey, newScore, member)
+                end
+
+                -- 更新全局索引
+                if newGlobalScore ~= '' then
+                    -- 删除旧索引
+                    redis.call('ZREM', globalIndexKey, member)
+
+                    -- 添加新索引
+                    redis.call('ZADD', globalIndexKey, newGlobalScore, member)
                 end
 
                 return 1
             ";
 
-            // 计算新score（当分类或时间变化时）
-            long? newScoreValue = null;
-            if (newCategoryId.HasValue || newTimestamp.HasValue)
-            {
-                var parts = memberId.Split(':');
-                var oldCategoryId = int.Parse(parts[0]);
-
-                var actualCategoryId = newCategoryId ?? oldCategoryId;
             var actualTimestamp = newTimestamp ?? DateTimeOffset.UtcNow;
-
+            var newGlobalScore = actualTimestamp.ToUnixTimeMilliseconds();
-                newScoreValue = ((long)actualCategoryId << 32) | (uint)actualTimestamp.Ticks;
+            var newScoreValue = ((long)newData.FocusId << 32) | (uint)actualTimestamp.Ticks;
-            }
 
             var result = await Instance.EvalAsync(luaScript,
                 new[]
                 {
                     redisCacheKey,
-                    $"{redisCacheKey}_scores",
+                    oldRedisCacheFocusIndexKey,
-                    oldCategoryIndexKey,
+                    newRedisCacheFocusIndexKey,
-                    newCategoryIndexKey
+                    redisCacheScoresIndexKey,
+                    redisCacheGlobalIndexKey
                 },
-                new[]
+                new object[]
                 {
-                    memberId,
+                    newData.MemberID,
                     newData.Serialize(),
-                    newScoreValue?.ToString() ?? ""
+                    newScoreValue.ToString() ?? "",
+                    newGlobalScore.ToString() ?? ""
                 });
 
-            // 如果时间戳变化则更新全局索引
-            if (newTimestamp.HasValue)
-            {
-                long newGlobalScore = newTimestamp.Value.ToUnixTimeMilliseconds();
-                await Instance.ZAddAsync("global_data_all", newGlobalScore, memberId);
-            }
-
             if ((int)result == 0)
-                throw new KeyNotFoundException("指定数据不存在");
+            {
+                throw new KeyNotFoundException($"{nameof(UpdateMeterData)}指定Key{redisCacheKey}的数据不存在");
+            }
         }
          
-
+        public async Task<BusPagedResult<T>> SingleGetMeterPagedData<T>(
-        public async Task<BusPagedResult<T>> GetMeterZSetPagedData<T>(
         string redisCacheKey,
-        string redisCacheIndexKey,
+        string redisCacheScoresIndexKey,
-        int categoryId,
+        int focusId,
         int pageSize = 10,
         int pageIndex = 1,
         bool descending = true)
         {
             // 计算score范围
-            long minScore = (long)categoryId << 32;
+            long minScore = (long)focusId << 32;
-            long maxScore = ((long)categoryId + 1) << 32;
+            long maxScore = ((long)focusId + 1) << 32;
 
             // 分页参数计算
             int start = (pageIndex - 1) * pageSize;
@@ -265,13 +352,13 @@ namespace JiShe.CollectBus.FreeRedisProvider
             // 获取排序后的member列表
             var members = descending
                 ? await Instance.ZRevRangeByScoreAsync(
-                    $"{redisCacheKey}_scores",
+                    redisCacheScoresIndexKey,
                     maxScore,
                     minScore,
                     start,
                     pageSize)
                 : await Instance.ZRangeByScoreAsync(
-                    $"{redisCacheKey}_scores",
+                    redisCacheScoresIndexKey,
                     minScore,
                     maxScore,
                     start,
@@ -284,7 +371,7 @@ namespace JiShe.CollectBus.FreeRedisProvider
 
             // 总数统计优化
             var total = await Instance.ZCountAsync(
-                $"{redisCacheKey}_scores",
+                redisCacheScoresIndexKey,
                 minScore,
                 maxScore);
 
@@ -298,105 +385,290 @@ namespace JiShe.CollectBus.FreeRedisProvider
         }
 
 
-        public async Task RemoveMeterZSetData<T>(
+        public async Task<BusPagedResult<T>> GetFocusPagedData<T>(
-        string redisCacheKey,
-        string redisCacheIndexKey,
-        string uniqueId) // 改为基于唯一标识删除
-        {
-            // 原子操作
-            var luaScript = @"
-                local mainKey = KEYS[1]
-                local scoreKey = KEYS[2]
-                local indexKey = KEYS[3]
-                local member = ARGV[1]
-        
-                redis.call('HDEL', mainKey, member)
-                redis.call('ZREM', scoreKey, member)
-                redis.call('SREM', indexKey, member)
-                return 1
-            ";
-
-            var keys = new[]
-            {
-                redisCacheKey,
-                $"{redisCacheKey}_scores",
-                redisCacheIndexKey
-            };
-
-            var result = await Instance.EvalAsync(luaScript,
-                keys,
-                new[] { uniqueId });
-
-            if ((int)result != 1)
-                throw new Exception("删除操作失败");
-        }
-
-        public async Task<BusCacheGlobalPagedResult<T>> GetGlobalPagedData<T>(
         string redisCacheKey,
+        string redisCacheScoresIndexKey,
+        int focusId,
         int pageSize = 10,
         long? lastScore = null,
         string lastMember = null,
-        bool descending = true)
+        bool descending = true) where T : DeviceCacheBasicModel
         {
-            const string zsetKey = "global_data_all";
+            // 计算分数范围
-
+            long minScore = (long)focusId << 32;
-            // 分页参数处理
+            long maxScore = ((long)focusId + 1) << 32;
-            var (startScore, excludeMember) = descending
-                ? (lastScore ?? long.MaxValue, lastMember)
-                : (lastScore ?? 0, lastMember);
 
             // 获取成员列表
-            string[] members;
+            var members = await GetSortedMembers(
-            if (descending)
+                redisCacheScoresIndexKey,
+                minScore,
+                maxScore,
+                pageSize,
+                lastScore,
+                lastMember,
+                descending);
+
+            // 批量获取数据
+            var dataDict = await Instance.HMGetAsync<T>(redisCacheKey, members.CurrentItems);
+
+            return new BusPagedResult<T>
             {
-                members = await Instance.ZRevRangeByScoreAsync(
+                Items = dataDict,
+                TotalCount = await GetTotalCount(redisCacheScoresIndexKey, minScore, maxScore),
+                HasNext = members.HasNext,
+                NextScore = members.NextScore,
+                NextMember = members.NextMember
+            };
+        }
+
+        private async Task<(string[] CurrentItems, bool HasNext, decimal? NextScore, string NextMember)>
+            GetSortedMembers(
+                string zsetKey,
+                long minScore,
+                long maxScore,
+                int pageSize,
+                long? lastScore,
+                string lastMember,
+                bool descending)
+        {
+            var querySize = pageSize + 1;
+            var (startScore, exclude) = descending
+                ? (lastScore ?? maxScore, lastMember)
+                : (lastScore ?? minScore, lastMember);
+
+            var members = descending
+                ? await Instance.ZRevRangeByScoreAsync(
                     zsetKey,
                     max: startScore,
-                    min: 0,
+                    min: minScore,
                     offset: 0,
-                    count: pageSize + 1);
+                    count: querySize)
-            }
+                : await Instance.ZRangeByScoreAsync(
-            else
-            {
-                members = await Instance.ZRangeByScoreAsync(
                     zsetKey,
                     min: startScore,
-                    max: long.MaxValue,
+                    max: maxScore,
                     offset: 0,
-                    count: pageSize + 1);
+                    count: querySize);
+
+            var hasNext = members.Length > pageSize;
+            var currentItems = members.Take(pageSize).ToArray();
+
+            var nextCursor = currentItems.Any()
+                ? await GetNextCursor(zsetKey, currentItems.Last(), descending)
+                : (null, null);
+
+            return (currentItems, hasNext, nextCursor.score, nextCursor.member);
         }
 
-            // 处理分页结果
+        private async Task<long> GetTotalCount(string zsetKey, long min, long max)
-            bool hasNext = members.Length > pageSize;
+        {
-            var actualMembers = members.Take(pageSize).ToArray();
+            // 缓存计数优化
+            var cacheKey = $"{zsetKey}_count_{min}_{max}";
+            var cached = await Instance.GetAsync<long?>(cacheKey);
 
-            // 批量获取数据（优化版本）
+            if (cached.HasValue)
-            var dataTasks = actualMembers
+                return cached.Value;
-                .Select(m => Instance.HGetAsync<T>(redisCacheKey, m))
+
-                .ToArray();
+            var count = await Instance.ZCountAsync(zsetKey, min, max);
-            await Task.WhenAll(dataTasks);
+            await Instance.SetExAsync(cacheKey, 60, count); // 缓存60秒
+            return count;
+        }
+
+
+        public async Task<Dictionary<int, BusPagedResult<T>>> BatchGetMeterPagedData<T>(
+        string redisCacheKey,
+        string redisCacheScoresIndexKey,
+        IEnumerable<int> focusIds,
+        int pageSizePerFocus = 10) where T : DeviceCacheBasicModel
+        {
+            var results = new ConcurrentDictionary<int, BusPagedResult<T>>();
+            var parallelOptions = new ParallelOptions
+            {
+                MaxDegreeOfParallelism = Environment.ProcessorCount * 2
+            };
+
+            await Parallel.ForEachAsync(focusIds, parallelOptions, async (focusId, _) =>
+            {
+                var data = await SingleGetMeterPagedData<T>(
+                    redisCacheKey,
+                    redisCacheScoresIndexKey,
+                    focusId,
+                    pageSizePerFocus);
+
+                results.TryAdd(focusId, data);
+            });
+
+            return new Dictionary<int, BusPagedResult<T>>(results);
+        }
+         
+        /// <summary>
+        /// 通过全局索引分页查询表计缓存数据
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="redisCacheKey">主数据存储Hash缓存Key</param>
+        /// <param name="redisCacheGlobalIndexKey">集中器采集频率分组全局索引ZSet缓存Key</param>
+        /// <param name="pageSize">分页尺寸</param>
+        /// <param name="lastScore">最后一个索引</param>
+        /// <param name="lastMember">最后一个唯一标识</param>
+        /// <param name="descending">排序方式</param>
+        /// <returns></returns>
+        public async Task<BusCacheGlobalPagedResult<T>> GetGlobalPagedData<T>(
+        string redisCacheKey,
+        string redisCacheGlobalIndexKey,
+        int pageSize = 10,
+        decimal? lastScore = null,
+        string lastMember = null,
+        bool descending = true)
+        where T : DeviceCacheBasicModel
+        { 
+            // 参数校验增强
+            if (string.IsNullOrWhiteSpace(redisCacheKey) || string.IsNullOrWhiteSpace(redisCacheGlobalIndexKey))
+            {
+                throw new ArgumentException($"{nameof(GetGlobalPagedData)} 参数异常，-101");
+            }
+
+            if (pageSize < 1 || pageSize > 1000)
+            {
+                throw new ArgumentException($"{nameof(GetGlobalPagedData)} 分页大小应在1-1000之间，-102");
+            }
+
+            // 分页参数解析
+            var (startScore, excludeMember) = descending
+                ? (lastScore ?? decimal.MaxValue, lastMember)
+                : (lastScore ?? 0, lastMember);
+
+            // 游标分页查询
+            var (members, hasNext) = await GetPagedMembers(
+                redisCacheGlobalIndexKey,
+                pageSize,
+                startScore,
+                excludeMember,
+                descending);
+
+            // 批量获取数据（优化内存分配）
+            var dataDict = await BatchGetData<T>(redisCacheKey, members);
 
             // 获取下一页游标
-            (long? nextScore, string nextMember) = actualMembers.Any()
+            var nextCursor = members.Any()
-                ? await GetNextCursor(zsetKey, actualMembers.Last(), descending)
+                ? await GetNextCursor(redisCacheGlobalIndexKey, members.Last(), descending)
                 : (null, null);
 
             return new BusCacheGlobalPagedResult<T>
             {
-                Items = dataTasks.Select(t => t.Result).ToList(),
+                Items = members.Select(m => dataDict.TryGetValue(m, out var v) ? v : default)
+                              .Where(x => x != null).ToList(),
                 HasNext = hasNext,
-                NextScore = nextScore,
+                NextScore = nextCursor.score,
-                NextMember = nextMember
+                NextMember = nextCursor.member
             };
         }
 
-        private async Task<(long? score, string member)> GetNextCursor(
+        /// <summary>
-            string zsetKey,
+        /// 游标分页查询
+        /// </summary>
+        /// <param name="redisCacheGlobalIndexKey"></param>
+        /// <param name="pageSize">分页数量</param>
+        /// <param name="startScore">开始索引</param>
+        /// <param name="excludeMember">开始唯一标识</param>
+        /// <param name="descending">排序方式</param>
+        /// <returns></returns>
+        private async Task<(List<string> Members, bool HasNext)> GetPagedMembers(
+            string redisCacheGlobalIndexKey,
+            int pageSize,
+            decimal? startScore,
+            string excludeMember,
+            bool descending)
+        {
+            const int bufferSize = 50; // 预读缓冲区大小
+
+            // 使用流式分页（避免OFFSET性能问题）
+            var members = new List<string>(pageSize + 1);
+            decimal? currentScore = startScore;
+            string lastMember = excludeMember;
+
+            while (members.Count < pageSize + 1 && currentScore.HasValue)
+            {
+                var querySize = Math.Min(bufferSize, pageSize + 1 - members.Count);
+
+                var batch = descending
+                    ? await Instance.ZRevRangeByScoreAsync(
+                        redisCacheGlobalIndexKey,
+                        max: currentScore.Value,
+                        min: 0,
+                        offset: 0,
+                        count: querySize
+                        )
+                    : await Instance.ZRangeByScoreAsync(
+                        redisCacheGlobalIndexKey,
+                        min: currentScore.Value,
+                        max: long.MaxValue,
+                        offset: 0,
+                        count: querySize);
+
+                if (!batch.Any()) break;
+
+                members.AddRange(batch);
+                lastMember = batch.LastOrDefault();
+                currentScore = await Instance.ZScoreAsync(redisCacheGlobalIndexKey, lastMember);
+            }
+
+            return (
+                members.Take(pageSize).ToList(),
+                members.Count > pageSize
+            );
+        }
+
+        /// <summary>
+        /// 批量获取指定分页的数据
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="hashKey"></param>
+        /// <param name="members"></param>
+        /// <returns></returns>
+        private async Task<Dictionary<string, T>> BatchGetData<T>(
+            string hashKey,
+            IEnumerable<string> members)
+            where T : DeviceCacheBasicModel
+        {
+            const int batchSize = 100;
+            var result = new Dictionary<string, T>();
+
+            foreach (var batch in members.Batch(batchSize))
+            {
+                var batchArray = batch.ToArray();
+                var values = await Instance.HMGetAsync<T>(hashKey, batchArray);
+
+                for (int i = 0; i < batchArray.Length; i++)
+                {
+                    if (EqualityComparer<T>.Default.Equals(values[i], default)) continue;
+                    result[batchArray[i]] = values[i];
+                }
+            }
+
+            return result;
+        }
+
+        /// <summary>
+        /// 获取下一页游标
+        /// </summary>
+        /// <param name="redisCacheGlobalIndexKey">全局索引Key</param>
+        /// <param name="lastMember">最后一个唯一标识</param>
+        /// <param name="descending">排序方式</param>
+        /// <returns></returns>
+        private async Task<(decimal? score, string member)> GetNextCursor(
+            string redisCacheGlobalIndexKey,
             string lastMember,
             bool descending)
         {
-            var score = await Instance.ZScoreAsync(zsetKey, lastMember);
+            if (string.IsNullOrWhiteSpace(lastMember))
-            return (score.HasValue ? (long)score.Value : null, lastMember);
+            {
+                return (null, null);
+            }
+
+            var score = await Instance.ZScoreAsync(redisCacheGlobalIndexKey, lastMember);
+            return score.HasValue
+                ? (Convert.ToInt64(score.Value), lastMember)
+                : (null, null);
         }
     }
 }

src/JiShe.CollectBus.FreeRedisProvider/IFreeRedisProvider.cs

@@ -48,6 +48,66 @@ namespace JiShe.CollectBus.FreeRedisProvider
         string redisCacheGlobalIndexKey,
         IEnumerable<T> items,
         DateTimeOffset? timestamp = null) where T : DeviceCacheBasicModel;
+
+        /// <summary>
+        /// 删除指定redis缓存key的缓存数据
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="redisCacheKey">主数据存储Hash缓存Key</param>
+        /// <param name="redisCacheFocusIndexKey">集中器索引Set缓存Key</param>
+        /// <param name="redisCacheScoresIndexKey">集中器排序索引ZSET缓存Key</param>
+        /// <param name="redisCacheGlobalIndexKey">集中器采集频率分组全局索引ZSet缓存Key</param>
+        /// <param name="data">表计信息</param>
+        /// <returns></returns>
+        Task RemoveMeterData<T>(
+        string redisCacheKey,
+        string redisCacheFocusIndexKey,
+        string redisCacheScoresIndexKey,
+        string redisCacheGlobalIndexKey,
+        T data) where T : DeviceCacheBasicModel;
+
+        /// <summary>
+        /// 修改表计缓存信息
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="redisCacheKey">主数据存储Hash缓存Key</param>
+        /// <param name="oldRedisCacheFocusIndexKey">旧集中器索引Set缓存Key</param>
+        /// <param name="newRedisCacheFocusIndexKey">新集中器索引Set缓存Key</param>
+        /// <param name="redisCacheScoresIndexKey">集中器排序索引ZSET缓存Key</param>
+        /// <param name="redisCacheGlobalIndexKey">集中器采集频率分组全局索引ZSet缓存Key</param>
+        /// <param name="newData">表计信息</param>
+        /// <param name="newTimestamp">可选时间戳</param>
+        /// <returns></returns>
+        Task UpdateMeterData<T>(
+        string redisCacheKey,
+        string oldRedisCacheFocusIndexKey,
+        string newRedisCacheFocusIndexKey,
+        string redisCacheScoresIndexKey,
+        string redisCacheGlobalIndexKey,
+        T newData,
+        DateTimeOffset? newTimestamp = null) where T : DeviceCacheBasicModel;
+
+
+
+        /// <summary>
+        /// 通过全局索引分页查询表计缓存数据
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="redisCacheKey">主数据存储Hash缓存Key</param>
+        /// <param name="redisCacheGlobalIndexKey">集中器采集频率分组全局索引ZSet缓存Key</param>
+        /// <param name="pageSize">分页尺寸</param>
+        /// <param name="lastScore">最后一个索引</param>
+        /// <param name="lastMember">最后一个唯一标识</param>
+        /// <param name="descending">排序方式</param>
+        /// <returns></returns>
+        Task<BusCacheGlobalPagedResult<T>> GetGlobalPagedData<T>(
+        string redisCacheKey,
+        string redisCacheGlobalIndexKey,
+        int pageSize = 10,
+        decimal? lastScore = null,
+        string lastMember = null,
+        bool descending = true)
+        where T : DeviceCacheBasicModel;
     }
 }