diff --git a/src/tsdb/src/tsdbRead.c b/src/tsdb/src/tsdbRead.c
index f15a59cb626dcbe2d3be9348e0d95ca1414eee74..3e31eb9e8c069e95d763bf9e19700a2ac33a9326 100644
--- a/src/tsdb/src/tsdbRead.c
+++ b/src/tsdb/src/tsdbRead.c
@@ -119,8 +119,8 @@ typedef struct STsdbQueryHandle {
   SQueryFilePos  cur;              // current position
   int16_t        order;
   int64_t        offset;           // limit offset
-  int64_t        srows;            //  skip offset rows
-  int64_t        frows;            // forbid offset rows  
+  int64_t        srows;            // skip offset rows
+  int64_t        frows;            // forbid skip offset rows
   STimeWindow    window;           // the primary query time window that applies to all queries
   SDataStatis*   statis;           // query level statistics, only one table block statistics info exists at any time
   int32_t        numOfBlocks;
@@ -1071,64 +1071,238 @@ static int32_t binarySearchForBlock(SBlock* pBlock, int32_t numOfBlocks, TSKEY s
   return midSlot;
 }
 
+// array :1 2 3 5 7 -2 (8 9) skip 4 and 6
+int32_t memMoveByArray(SBlock *blocks, SArray *pArray) {
+  size_t count = taosArrayGetSize(pArray);
+  int32_t *idxs = (int32_t*)TARRAY_GET_START(pArray);
+  size_t i = 0;
+  assert(count > 0);
+  assert(idxs[0] > 0);
+
+  // memmove while
+  while(i < count) {
+    size_t step = 1; // self so is 1
+    size_t j = i;
+    bool end = false;
+    // calc consecutive while
+    while(j + 1 < count) {
+      // encounter number with negatived
+      if(idxs[j + 1] < 0) {
+        int32_t num = idxs[j + 1] * -1;
+        step += num;
+        end = true;
+        break;
+      }
+      // next is consecutive, step ++
+      if(idxs[j] + 1 == idxs[j + 1]) {
+        j++;
+        step++;
+      } else {
+        // can't consecutive
+        break;
+      }
+    }
+
+    size_t src_pos = idxs[i];
+    if(i == src_pos) {
+      // same so no need move
+      i += step;
+      continue;
+    }
+
+    // do memmove
+    memmove(blocks + i, blocks + src_pos, sizeof(SBlock) * step);
+    i += step;
+    if(end)
+      break;
+  }
+
+  return i + 1;
+}
+
+// if block data in memory return false else true
+bool blockNoItemInMem(STsdbQueryHandle* q, SBlock* pBlock) {
+  // mem->first
+  TSKEY key = q->pMemRef->snapshot.mem->keyFirst;
+  if(key >= pBlock->keyFirst && key <= pBlock->keyLast) {
+    return false;
+  }
+  // mem->last
+  key = q->pMemRef->snapshot.mem->keyLast;
+  if(key >= pBlock->keyFirst && key <= pBlock->keyLast) {
+    return false;
+  }
+  // imem->first
+   key = q->pMemRef->snapshot.imem->keyFirst;
+  if(key >= pBlock->keyFirst && key <= pBlock->keyLast) {
+    return false;
+  }
+  // imem->last
+  key = q->pMemRef->snapshot.imem->keyLast;
+  if(key >= pBlock->keyFirst && key <= pBlock->keyLast) {
+    return false;
+  }
+
+  return true;
+}
+
 // skip blocks . return value is skip blocks number, skip rows reduce from *pOffset
-static int32_t offsetSkipBlock(STsdbQueryHandle* q, SBlockInfo* pBlockInfo, uint32_t numBlocks, int64_t s, int64_t e) {
+static int32_t offsetSkipBlock(STsdbQueryHandle* q, SBlockInfo* pBlockInfo, uint32_t numBlocks,
+                              int64_t s, int64_t e, SArray** ppArray) {
   int32_t num = 0;
   SBlock* blocks = pBlockInfo->blocks;
+  SArray* pArray = NULL;
 
-  // asc
+  // ASC
   if(ASCENDING_TRAVERSE(q->order)) {
     for(int32_t i = 0; i < numBlocks; i++) {
+      bool skip = false;
       SBlock* pBlock = &blocks[i];
       if(i == 0 && pBlock->keyFirst != s) {
-        //first block only keyFirst == s can skip
-        q->frows += pBlock->numOfRows;
-        continue;
+        q->frows += pBlock->numOfRows;  // some rows time < s
       } else {
-        // skip to read
-        if(q->srows + q->frows + pBlock->numOfRows <= q->offset) {
-          q->srows += pBlock->numOfRows;
-          num ++;
+        // check can skip
+        if(q->srows + q->frows + pBlock->numOfRows <= q->offset) { // approximately calculate
+          if(blockNoItemInMem(q, pBlock)) {
+            // can skip
+            q->srows += pBlock->numOfRows;
+            skip = true;
+          } else {
+            q->frows += pBlock->numOfRows; // maybe have some row in memroy
+          }
         } else {
+          if(pArray == NULL)
+              pArray = taosArrayInit(2, sizeof(int32_t));
+          taosArrayPush(pArray, &i);
+          //the remainder be put to pArray
+          int32_t numRemain = numBlocks - (i + 1);
+          if(numRemain > 0) {
+            numRemain *= -1; //if list end element is negative, that is number for the remainder
+            taosArrayPush(pArray, &numRemain);
+          }
           break;
         }
       }
+
+      if(skip) {
+        num ++;
+      } else {
+        // can't skip, append block index to pArray
+        if(pArray == NULL)
+            pArray = taosArrayInit(10, sizeof(int32_t));
+        taosArrayPush(pArray, &i);
+      }
     }
-  } else { // des
+  } else { // DES
     for(int32_t i = numBlocks - 1; i >= 0; i--) {
+      bool skip = false;
       SBlock* pBlock = &blocks[i];
       if(i == numBlocks - 1 && pBlock->keyLast != e) {
-        //first block only keyFirst == s can skipƒ
-        q->frows += pBlock->numOfRows;
-        continue;
+        q->frows += pBlock->numOfRows;  // some rows time > e
       } else {
-        // skip to read
-        if(q->srows + q->frows + pBlock->numOfRows <= q->offset) {
-          q->srows += pBlock->numOfRows;
-          num ++;
+        // check can skip
+        if(q->srows + q->frows + pBlock->numOfRows <= q->offset) { // approximately calculate
+          if(blockNoItemInMem(q, pBlock)) {
+            // can skip
+            q->srows += pBlock->numOfRows;
+            skip = true;
+          } else {
+            q->frows += pBlock->numOfRows; // maybe have some row in memroy
+          }
         } else {
+          if(pArray == NULL)
+              pArray = taosArrayInit(2, sizeof(int32_t));
+          taosArrayPush(pArray, &i);
+          //the remainder be put to pArray
+          int32_t numRemain = i;
+          if(numRemain > 0) {
+            numRemain *= -1; //if list end element is negative, that is number for the remainder
+            taosArrayPush(pArray, &numRemain);
+          }
           break;
         }
       }
+
+      if(skip) {
+        num ++;
+      } else {
+        // can't skip, append block index to pArray
+        if(pArray == NULL)
+            pArray = taosArrayInit(10, sizeof(int32_t));
+        taosArrayPush(pArray, &i);
+      }
     }
   }
 
+  if(ppArray && pArray) {
+    *ppArray = pArray;
+  }
+
   return num;
 }
 
+// shrink blocks by condition of query
+static void shrinkBlocksByQuery(STsdbQueryHandle *pQueryHandle, STableCheckInfo *pCheckInfo) {
+  SBlockInfo *pCompInfo = pCheckInfo->pCompInfo;
+  SBlockIdx  *compIndex = pQueryHandle->rhelper.pBlkIdx;
+
+  if (ASCENDING_TRAVERSE(pQueryHandle->order)) {
+    assert(pCheckInfo->lastKey <= pQueryHandle->window.ekey && pQueryHandle->window.skey <= pQueryHandle->window.ekey);
+  } else {
+    assert(pCheckInfo->lastKey >= pQueryHandle->window.ekey && pQueryHandle->window.skey >= pQueryHandle->window.ekey);
+  }
+
+  TSKEY s = TSKEY_INITIAL_VAL, e = TSKEY_INITIAL_VAL;
+  s = MIN(pCheckInfo->lastKey, pQueryHandle->window.ekey);
+  e = MAX(pCheckInfo->lastKey, pQueryHandle->window.ekey);
+
+  // discard the unqualified data block based on the query time window
+  int32_t start = binarySearchForBlock(pCompInfo->blocks, compIndex->numOfBlocks, s, TSDB_ORDER_ASC);
+  if (s > pCompInfo->blocks[start].keyLast) {
+    return ;
+  }
+
+  int32_t end = start;
+  // todo speedup the procedure of located end block
+  while (end < (int32_t)compIndex->numOfBlocks && (pCompInfo->blocks[end].keyFirst <= e)) {
+    end += 1;
+  }
+
+  // calc offset can skip blocks number
+  int32_t nSkip = 0;
+  SArray *pArray = NULL;
+  if(pQueryHandle->offset > 0) {
+     nSkip = offsetSkipBlock(pQueryHandle, pCompInfo, compIndex->numOfBlocks, s, e, &pArray);
+  }
+
+  if(nSkip > 0) { // have offset and can skip
+    assert(pArray);
+    pCheckInfo->numOfBlocks = memMoveByArray(pCompInfo->blocks, pArray);
+  } else { // no offset
+    pCheckInfo->numOfBlocks = end - start;
+    if(start > 0)
+      memmove(pCompInfo->blocks, &pCompInfo->blocks[start], pCheckInfo->numOfBlocks * sizeof(SBlock));
+  }
+
+  if(pArray) {
+    taosArrayDestroy(pArray);
+  }
+}
+
+// load one table (tsd_index point to) need load blocks info and put into pCheckInfo->pCompInfo->blocks
 static int32_t loadBlockInfo(STsdbQueryHandle * pQueryHandle, int32_t tsd_index, int32_t* numOfBlocks) {
+  //
+  // ONE PART. Load all blocks info from one table of tsd_index
+  //
   int32_t code = 0;
-
   STableCheckInfo* pCheckInfo = taosArrayGet(pQueryHandle->pTableCheckInfo, tsd_index);
   pCheckInfo->numOfBlocks = 0;
-
   if (tsdbSetReadTable(&pQueryHandle->rhelper, pCheckInfo->pTableObj) != TSDB_CODE_SUCCESS) {
     code = terrno;
     return code;
   }
 
   SBlockIdx* compIndex = pQueryHandle->rhelper.pBlkIdx;
-
   // no data block in this file, try next file
   if (compIndex == NULL || compIndex->uid != pCheckInfo->tableId.uid) {
     return 0;  // no data blocks in the file belongs to pCheckInfo->pTable
@@ -1136,7 +1310,6 @@ static int32_t loadBlockInfo(STsdbQueryHandle * pQueryHandle, int32_t tsd_index,
 
   if (pCheckInfo->compSize < (int32_t)compIndex->len) {
     assert(compIndex->len > 0);
-
     char* t = realloc(pCheckInfo->pCompInfo, compIndex->len);
     if (t == NULL) {
       terrno = TSDB_CODE_TDB_OUT_OF_MEMORY;
@@ -1151,56 +1324,13 @@ static int32_t loadBlockInfo(STsdbQueryHandle * pQueryHandle, int32_t tsd_index,
   if (tsdbLoadBlockInfo(&(pQueryHandle->rhelper), (void*)(pCheckInfo->pCompInfo)) < 0) {
     return terrno;
   }
-  SBlockInfo* pCompInfo = pCheckInfo->pCompInfo;
-
-  TSKEY s = TSKEY_INITIAL_VAL, e = TSKEY_INITIAL_VAL;
-
-  if (ASCENDING_TRAVERSE(pQueryHandle->order)) {
-    assert(pCheckInfo->lastKey <= pQueryHandle->window.ekey && pQueryHandle->window.skey <= pQueryHandle->window.ekey);
-  } else {
-    assert(pCheckInfo->lastKey >= pQueryHandle->window.ekey && pQueryHandle->window.skey >= pQueryHandle->window.ekey);
-  }
-
-  s = MIN(pCheckInfo->lastKey, pQueryHandle->window.ekey);
-  e = MAX(pCheckInfo->lastKey, pQueryHandle->window.ekey);
-
-  // discard the unqualified data block based on the query time window
-  int32_t start = binarySearchForBlock(pCompInfo->blocks, compIndex->numOfBlocks, s, TSDB_ORDER_ASC);
-  if (s > pCompInfo->blocks[start].keyLast) {
-    return 0;
-  }
-
-  int32_t end = start;
-  // todo speedup the procedure of located end block
-  while (end < (int32_t)compIndex->numOfBlocks && (pCompInfo->blocks[end].keyFirst <= e)) {
-    end += 1;
-  }
-
-  // calc offset can skip blocks number
-  int32_t nSkip = 0;
-  if(pQueryHandle->offset > 0) {
-     nSkip = offsetSkipBlock(pQueryHandle, pCompInfo, compIndex->numOfBlocks, s, e);
-  }
-
-  pCheckInfo->numOfBlocks = (end - start) - nSkip;
-  if(pCheckInfo->numOfBlocks > 0) {
-    if(nSkip > 0) {
-      if(ASCENDING_TRAVERSE(pQueryHandle->order)) {
-        if(start > 0)
-          memmove(pCompInfo->blocks, &pCompInfo->blocks[start], 1 * sizeof(SBlock));
-        if(pCheckInfo->numOfBlocks > 1)
-          memmove(pCompInfo->blocks + 1, &pCompInfo->blocks[start + nSkip + 1], (pCheckInfo->numOfBlocks - 1) * sizeof(SBlock));
-      } else {
-        if(start > 0 && pCheckInfo->numOfBlocks > 1)
-          memmove(pCompInfo->blocks, &pCompInfo->blocks[start], (pCheckInfo->numOfBlocks - 1) * sizeof(SBlock));
-        memmove(pCompInfo->blocks + (pCheckInfo->numOfBlocks - 1), &pCompInfo->blocks[end - 1], 1 * sizeof(SBlock)); 
-      }
-    } else if(start > 0) {
-      memmove(pCompInfo->blocks, &pCompInfo->blocks[start], pCheckInfo->numOfBlocks * sizeof(SBlock));
-    }
-  }
 
+  //
+  // TWO PART. shrink no need blocks from all blocks by condition of query
+  //
+  shrinkBlocksByQuery(pQueryHandle, pCheckInfo);
   (*numOfBlocks) += pCheckInfo->numOfBlocks;
+
   return 0;
 }