diff --git a/source/libs/index/inc/indexCache.h b/source/libs/index/inc/indexCache.h
index 44355db7a7..3ea986ad48 100644
--- a/source/libs/index/inc/indexCache.h
+++ b/source/libs/index/inc/indexCache.h
@@ -56,7 +56,6 @@ typedef struct CacheTerm {
   int8_t   colType;
 
   SIndexOperOnColumn operaType;
-  int8_t             qType;  // query type
 } CacheTerm;
 //
 
diff --git a/source/libs/index/inc/indexFst.h b/source/libs/index/inc/indexFst.h
index 39ad5ffa8c..0a360c1c72 100644
--- a/source/libs/index/inc/indexFst.h
+++ b/source/libs/index/inc/indexFst.h
@@ -52,7 +52,6 @@ typedef struct FstRange {
   uint64_t end;
 } FstRange;
 
-typedef enum { GE, GT, LE, LT } RangeType;
 typedef enum { OneTransNext, OneTrans, AnyTrans, EmptyFinal } State;
 typedef enum { Ordered, OutOfOrdered, DuplicateKey } OrderType;
 
@@ -174,9 +173,9 @@ Output   fstStateFinalOutput(FstState* state, uint64_t version, FstSlice* date,
 uint64_t fstStateFindInput(FstState* state, FstNode* node, uint8_t b, bool* null);
 
 #define FST_STATE_ONE_TRNAS_NEXT(node) (node->state.state == OneTransNext)
-#define FST_STATE_ONE_TRNAS(node) (node->state.state == OneTrans)
-#define FST_STATE_ANY_TRANS(node) (node->state.state == AnyTrans)
-#define FST_STATE_EMPTY_FINAL(node) (node->state.state == EmptyFinal)
+#define FST_STATE_ONE_TRNAS(node)      (node->state.state == OneTrans)
+#define FST_STATE_ANY_TRANS(node)      (node->state.state == AnyTrans)
+#define FST_STATE_EMPTY_FINAL(node)    (node->state.state == EmptyFinal)
 
 typedef struct FstLastTransition {
   uint8_t inp;
diff --git a/source/libs/index/inc/indexInt.h b/source/libs/index/inc/indexInt.h
index 04817c4df3..5c7b8b9afe 100644
--- a/source/libs/index/inc/indexInt.h
+++ b/source/libs/index/inc/indexInt.h
@@ -34,6 +34,7 @@
 extern "C" {
 #endif
 
+typedef enum { LT, LE, GT, GE } RangeType;
 typedef enum { kTypeValue, kTypeDeletion } STermValueType;
 
 typedef struct SIndexStat {
diff --git a/source/libs/index/src/indexCache.c b/source/libs/index/src/indexCache.c
index ea3cbf5658..13768ce682 100644
--- a/source/libs/index/src/indexCache.c
+++ b/source/libs/index/src/indexCache.c
@@ -43,6 +43,20 @@ static int32_t cacheSearchLessEqual(void* cache, CacheTerm* ct, SIdxTempResult*
 static int32_t cacheSearchGreaterThan(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s);
 static int32_t cacheSearchGreaterEqual(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s);
 static int32_t cacheSearchRange(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s);
+/*comm func of compare, used in (LE/LT/GE/GT compare)*/
+static int32_t cacheSearchCompareFunc(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s,
+                                      RangeType type);
+
+typedef enum { MATCH, CONTINUE, BREAK } TExeCond;
+typedef TExeCond (*_cache_range_compare)(void* a, void* b, int8_t type);
+
+static TExeCond tCompareLessThan(void* a, void* b, int8_t type) { return MATCH; }
+static TExeCond tCompareLessEqual(void* a, void* b, int8_t type) { return MATCH; }
+static TExeCond tCompareGreaterThan(void* a, void* b, int8_t type) { return MATCH; }
+static TExeCond tCompareGreaterEqual(void* a, void* b, int8_t type) { return MATCH; }
+
+static TExeCond (*rangeCompare[])(void* a, void* b, int8_t type) = {tCompareLessThan, tCompareLessEqual,
+                                                                    tCompareGreaterThan, tCompareGreaterEqual};
 
 static int32_t (*cacheSearch[])(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s) = {
     cacheSearchTerm,      cacheSearchPrefix,      cacheSearchSuffix,       cacheSearchRegex, cacheSearchLessThan,
@@ -93,21 +107,51 @@ static int32_t cacheSearchRegex(void* cache, CacheTerm* ct, SIdxTempResult* tr,
   // impl later
   return 0;
 }
+static int32_t cacheSearchCompareFunc(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s,
+                                      RangeType type) {
+  if (cache == NULL) {
+    return 0;
+  }
+  _cache_range_compare cmpFn = rangeCompare[type];
+
+  MemTable* mem = cache;
+  char*     key = indexCacheTermGet(ct);
+
+  SSkipListIterator* iter = tSkipListCreateIter(mem->mem);
+  while (tSkipListIterNext(iter)) {
+    SSkipListNode* node = tSkipListIterGet(iter);
+    if (node == NULL) {
+      break;
+    }
+    CacheTerm* c = (CacheTerm*)SL_GET_NODE_DATA(node);
+    TExeCond   cond = cmpFn(c->colVal, ct->colVal, ct->colType);
+    if (cond == MATCH) {
+      if (c->operaType == ADD_VALUE) {
+        INDEX_MERGE_ADD_DEL(tr->deled, tr->added, c->uid)
+        // taosArrayPush(result, &c->uid);
+        *s = kTypeValue;
+      } else if (c->operaType == DEL_VALUE) {
+        INDEX_MERGE_ADD_DEL(tr->added, tr->deled, c->uid)
+      }
+    } else if (cond == CONTINUE) {
+    } else if (cond == BREAK) {
+      break;
+    }
+  }
+  tSkipListDestroyIter(iter);
+  return TSDB_CODE_SUCCESS;
+}
 static int32_t cacheSearchLessThan(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s) {
-  // impl later
-  return 0;
+  return cacheSearchCompareFunc(cache, ct, tr, s, LT);
 }
 static int32_t cacheSearchLessEqual(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s) {
-  // impl later
-  return 0;
+  return cacheSearchCompareFunc(cache, ct, tr, s, LE);
 }
 static int32_t cacheSearchGreaterThan(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s) {
-  // impl later
-  return 0;
+  return cacheSearchCompareFunc(cache, ct, tr, s, GT);
 }
 static int32_t cacheSearchGreaterEqual(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s) {
-  // impl later
-  return 0;
+  return cacheSearchCompareFunc(cache, ct, tr, s, GE);
 }
 static int32_t cacheSearchRange(void* cache, CacheTerm* ct, SIdxTempResult* tr, STermValueType* s) {
   // impl later
diff --git a/source/libs/index/src/indexTfile.c b/source/libs/index/src/indexTfile.c
index 327a06084c..5aed2bd6b0 100644
--- a/source/libs/index/src/indexTfile.c
+++ b/source/libs/index/src/indexTfile.c
@@ -70,6 +70,8 @@ static int32_t tfSearchGreaterThan(void* reader, SIndexTerm* tem, SIdxTempResult
 static int32_t tfSearchGreaterEqual(void* reader, SIndexTerm* tem, SIdxTempResult* tr);
 static int32_t tfSearchRange(void* reader, SIndexTerm* tem, SIdxTempResult* tr);
 
+static int32_t tfSearchCompareFunc(void* reader, SIndexTerm* tem, SIdxTempResult* tr, RangeType ctype);
+
 static int32_t (*tfSearch[])(void* reader, SIndexTerm* tem, SIdxTempResult* tr) = {
     tfSearchTerm,      tfSearchPrefix,      tfSearchSuffix,       tfSearchRegex, tfSearchLessThan,
     tfSearchLessEqual, tfSearchGreaterThan, tfSearchGreaterEqual, tfSearchRange};
@@ -304,21 +306,46 @@ static int32_t tfSearchRegex(void* reader, SIndexTerm* tem, SIdxTempResult* tr)
   fstSliceDestroy(&key);
   return 0;
 }
+
+static int32_t tfSearchCompareFunc(void* reader, SIndexTerm* tem, SIdxTempResult* tr, RangeType type) {
+  bool     hasJson = INDEX_TYPE_CONTAIN_EXTERN_TYPE(tem->colType, TSDB_DATA_TYPE_JSON);
+  int      ret = 0;
+  char*    p = tem->colVal;
+  uint64_t sz = tem->nColVal;
+  if (hasJson) {
+    p = indexPackJsonData(tem);
+    sz = strlen(p);
+  }
+  SArray* offsets = taosArrayInit(16, sizeof(uint64_t));
+
+  AutomationCtx*    ctx = automCtxCreate((void*)p, AUTOMATION_ALWAYS);
+  FstStreamBuilder* sb = fstSearch(((TFileReader*)reader)->fst, ctx);
+
+  FstSlice h = fstSliceCreate((uint8_t*)p, sz);
+  fstStreamBuilderSetRange(sb, &h, type);
+  fstSliceDestroy(&h);
+
+  StreamWithState*       st = streamBuilderIntoStream(sb);
+  StreamWithStateResult* rt = NULL;
+  while ((rt = streamWithStateNextWith(st, NULL)) != NULL) {
+    taosArrayPush(offsets, &(rt->out.out));
+    swsResultDestroy(rt);
+  }
+  streamWithStateDestroy(st);
+  fstStreamBuilderDestroy(sb);
+  return TSDB_CODE_SUCCESS;
+}
 static int32_t tfSearchLessThan(void* reader, SIndexTerm* tem, SIdxTempResult* tr) {
-  // impl later
-  return 0;
+  return tfSearchCompareFunc(reader, tem, tr, LT);
 }
 static int32_t tfSearchLessEqual(void* reader, SIndexTerm* tem, SIdxTempResult* tr) {
-  // impl later
-  return 0;
+  return tfSearchCompareFunc(reader, tem, tr, LE);
 }
 static int32_t tfSearchGreaterThan(void* reader, SIndexTerm* tem, SIdxTempResult* tr) {
-  // impl later
-  return 0;
+  return tfSearchCompareFunc(reader, tem, tr, GT);
 }
 static int32_t tfSearchGreaterEqual(void* reader, SIndexTerm* tem, SIdxTempResult* tr) {
-  // impl later
-  return 0;
+  return tfSearchCompareFunc(reader, tem, tr, GE);
 }
 static int32_t tfSearchRange(void* reader, SIndexTerm* tem, SIdxTempResult* tr) {
   bool     hasJson = INDEX_TYPE_CONTAIN_EXTERN_TYPE(tem->colType, TSDB_DATA_TYPE_JSON);