Merge pull request #16445 from taosdata/enh/removeConvert

enh: remove compare type convertion

include/util/tcompare.h

@@ -105,6 +105,97 @@ int32_t compareStrPatternNotMatch(const void *pLeft, const void *pRight);
 int32_t compareWStrPatternMatch(const void *pLeft, const void *pRight);
 int32_t compareWStrPatternNotMatch(const void *pLeft, const void *pRight);
 
+int32_t compareInt8Int16(const void *pLeft, const void *pRight);
+int32_t compareInt8Int32(const void *pLeft, const void *pRight);
+int32_t compareInt8Int64(const void *pLeft, const void *pRight);
+int32_t compareInt8Float(const void *pLeft, const void *pRight);
+int32_t compareInt8Double(const void *pLeft, const void *pRight);
+int32_t compareInt8Uint8(const void *pLeft, const void *pRight);
+int32_t compareInt8Uint16(const void *pLeft, const void *pRight);
+int32_t compareInt8Uint32(const void *pLeft, const void *pRight);
+int32_t compareInt8Uint64(const void *pLeft, const void *pRight);
+int32_t compareInt16Int8(const void *pLeft, const void *pRight);
+int32_t compareInt16Int32(const void *pLeft, const void *pRight);
+int32_t compareInt16Int64(const void *pLeft, const void *pRight);
+int32_t compareInt16Float(const void *pLeft, const void *pRight);
+int32_t compareInt16Double(const void *pLeft, const void *pRight);
+int32_t compareInt16Uint8(const void *pLeft, const void *pRight);
+int32_t compareInt16Uint16(const void *pLeft, const void *pRight);
+int32_t compareInt16Uint32(const void *pLeft, const void *pRight);
+int32_t compareInt16Uint64(const void *pLeft, const void *pRight);
+int32_t compareInt32Int8(const void *pLeft, const void *pRight);
+int32_t compareInt32Int16(const void *pLeft, const void *pRight);
+int32_t compareInt32Int64(const void *pLeft, const void *pRight);
+int32_t compareInt32Float(const void *pLeft, const void *pRight);
+int32_t compareInt32Double(const void *pLeft, const void *pRight);
+int32_t compareInt32Uint8(const void *pLeft, const void *pRight);
+int32_t compareInt32Uint16(const void *pLeft, const void *pRight);
+int32_t compareInt32Uint32(const void *pLeft, const void *pRight);
+int32_t compareInt32Uint64(const void *pLeft, const void *pRight);
+int32_t compareInt64Int8(const void *pLeft, const void *pRight);
+int32_t compareInt64Int16(const void *pLeft, const void *pRight);
+int32_t compareInt64Int32(const void *pLeft, const void *pRight);
+int32_t compareInt64Float(const void *pLeft, const void *pRight);
+int32_t compareInt64Double(const void *pLeft, const void *pRight);
+int32_t compareInt64Uint8(const void *pLeft, const void *pRight);
+int32_t compareInt64Uint16(const void *pLeft, const void *pRight);
+int32_t compareInt64Uint32(const void *pLeft, const void *pRight);
+int32_t compareInt64Uint64(const void *pLeft, const void *pRight);
+int32_t compareFloatInt8(const void *pLeft, const void *pRight);
+int32_t compareFloatInt16(const void *pLeft, const void *pRight);
+int32_t compareFloatInt32(const void *pLeft, const void *pRight);
+int32_t compareFloatInt64(const void *pLeft, const void *pRight);
+int32_t compareFloatDouble(const void *pLeft, const void *pRight);
+int32_t compareFloatUint8(const void *pLeft, const void *pRight);
+int32_t compareFloatUint16(const void *pLeft, const void *pRight);
+int32_t compareFloatUint32(const void *pLeft, const void *pRight);
+int32_t compareFloatUint64(const void *pLeft, const void *pRight);
+int32_t compareDoubleInt8(const void *pLeft, const void *pRight);
+int32_t compareDoubleInt16(const void *pLeft, const void *pRight);
+int32_t compareDoubleInt32(const void *pLeft, const void *pRight);
+int32_t compareDoubleInt64(const void *pLeft, const void *pRight);
+int32_t compareDoubleFloat(const void *pLeft, const void *pRight);
+int32_t compareDoubleUint8(const void *pLeft, const void *pRight);
+int32_t compareDoubleUint16(const void *pLeft, const void *pRight);
+int32_t compareDoubleUint32(const void *pLeft, const void *pRight);
+int32_t compareDoubleUint64(const void *pLeft, const void *pRight);
+int32_t compareUint8Int8(const void *pLeft, const void *pRight);
+int32_t compareUint8Int16(const void *pLeft, const void *pRight);
+int32_t compareUint8Int32(const void *pLeft, const void *pRight);
+int32_t compareUint8Int64(const void *pLeft, const void *pRight);
+int32_t compareUint8Float(const void *pLeft, const void *pRight);
+int32_t compareUint8Double(const void *pLeft, const void *pRight);
+int32_t compareUint8Uint16(const void *pLeft, const void *pRight);
+int32_t compareUint8Uint32(const void *pLeft, const void *pRight);
+int32_t compareUint8Uint64(const void *pLeft, const void *pRight);
+int32_t compareUint16Int8(const void *pLeft, const void *pRight);
+int32_t compareUint16Int16(const void *pLeft, const void *pRight);
+int32_t compareUint16Int32(const void *pLeft, const void *pRight);
+int32_t compareUint16Int64(const void *pLeft, const void *pRight);
+int32_t compareUint16Float(const void *pLeft, const void *pRight);
+int32_t compareUint16Double(const void *pLeft, const void *pRight);
+int32_t compareUint16Uint8(const void *pLeft, const void *pRight);
+int32_t compareUint16Uint32(const void *pLeft, const void *pRight);
+int32_t compareUint16Uint64(const void *pLeft, const void *pRight);
+int32_t compareUint32Int8(const void *pLeft, const void *pRight);
+int32_t compareUint32Int16(const void *pLeft, const void *pRight);
+int32_t compareUint32Int32(const void *pLeft, const void *pRight);
+int32_t compareUint32Int64(const void *pLeft, const void *pRight);
+int32_t compareUint32Float(const void *pLeft, const void *pRight);
+int32_t compareUint32Double(const void *pLeft, const void *pRight);
+int32_t compareUint32Uint8(const void *pLeft, const void *pRight);
+int32_t compareUint32Uint16(const void *pLeft, const void *pRight);
+int32_t compareUint32Uint64(const void *pLeft, const void *pRight);
+int32_t compareUint64Int8(const void *pLeft, const void *pRight);
+int32_t compareUint64Int16(const void *pLeft, const void *pRight);
+int32_t compareUint64Int32(const void *pLeft, const void *pRight);
+int32_t compareUint64Int64(const void *pLeft, const void *pRight);
+int32_t compareUint64Float(const void *pLeft, const void *pRight);
+int32_t compareUint64Double(const void *pLeft, const void *pRight);
+int32_t compareUint64Uint8(const void *pLeft, const void *pRight);
+int32_t compareUint64Uint16(const void *pLeft, const void *pRight);
+int32_t compareUint64Uint32(const void *pLeft, const void *pRight);
+
 __compar_fn_t getComparFunc(int32_t type, int32_t optr);
 __compar_fn_t getKeyComparFunc(int32_t keyType, int32_t order);
 int32_t       doCompare(const char *a, const char *b, int32_t type, size_t size);

source/libs/scalar/inc/filterInt.h

@@ -350,6 +350,7 @@ struct SFilterInfo {
 
 extern bool filterDoCompare(__compar_fn_t func, uint8_t optr, void *left, void *right);
 extern __compar_fn_t filterGetCompFunc(int32_t type, int32_t optr);
+extern __compar_fn_t filterGetCompFuncEx(int32_t lType, int32_t rType, int32_t optr);
 
 #ifdef __cplusplus
 }

source/libs/scalar/inc/sclInt.h

@@ -47,6 +47,7 @@ typedef struct SScalarCtx {
 #define SCL_IS_NULL_VALUE_NODE(_node) ((QUERY_NODE_VALUE == nodeType(_node)) && (TSDB_DATA_TYPE_NULL == ((SValueNode *)_node)->node.resType.type))
 #define SCL_IS_COMPARISON_OPERATOR(_opType) ((_opType) >= OP_TYPE_GREATER_THAN && (_opType) < OP_TYPE_IS_NOT_UNKNOWN)
 #define SCL_DOWNGRADE_DATETYPE(_type) ((_type) == TSDB_DATA_TYPE_BIGINT || TSDB_DATA_TYPE_DOUBLE == (_type) || (_type) == TSDB_DATA_TYPE_UBIGINT)
+#define SCL_NO_NEED_CONVERT_COMPARISION(_ltype, _rtype, _optr) (IS_NUMERIC_TYPE(_ltype) && IS_NUMERIC_TYPE(_rtype) && ((_optr) >= OP_TYPE_GREATER_THAN && (_optr) <= OP_TYPE_NOT_EQUAL))
 
 #define sclFatal(...)  qFatal(__VA_ARGS__)
 #define sclError(...)  qError(__VA_ARGS__)

source/libs/scalar/src/filter.c

@@ -132,6 +132,77 @@ __compar_fn_t gDataCompare[] = {compareInt32Val, compareInt8Val, compareInt16Val
   compareChkNotInString, compareStrPatternNotMatch, compareWStrPatternNotMatch
 };
 
+__compar_fn_t gInt8SignCompare[] = {
+  compareInt8Val, compareInt8Int16, compareInt8Int32, compareInt8Int64, compareInt8Float, compareInt8Double
+};
+__compar_fn_t gInt8UsignCompare[] = {
+  compareInt8Uint8, compareInt8Uint16, compareInt8Uint32, compareInt8Uint64
+};
+
+__compar_fn_t gInt16SignCompare[] = {
+  compareInt16Int8, compareInt16Val, compareInt16Int32, compareInt16Int64, compareInt16Float, compareInt16Double
+};
+__compar_fn_t gInt16UsignCompare[] = {
+  compareInt16Uint8, compareInt16Uint16, compareInt16Uint32, compareInt16Uint64
+};
+
+__compar_fn_t gInt32SignCompare[] = {
+  compareInt32Int8, compareInt32Int16, compareInt32Val, compareInt32Int64, compareInt32Float, compareInt32Double
+};
+__compar_fn_t gInt32UsignCompare[] = {
+  compareInt32Uint8, compareInt32Uint16, compareInt32Uint32, compareInt32Uint64
+};
+
+__compar_fn_t gInt64SignCompare[] = {
+  compareInt64Int8, compareInt64Int16, compareInt64Int32, compareInt64Val, compareInt64Float, compareInt64Double
+};
+__compar_fn_t gInt64UsignCompare[] = {
+  compareInt64Uint8, compareInt64Uint16, compareInt64Uint32, compareInt64Uint64
+};
+
+__compar_fn_t gFloatSignCompare[] = {
+  compareFloatInt8, compareFloatInt16, compareFloatInt32, compareFloatInt64, compareFloatVal, compareFloatDouble
+};
+__compar_fn_t gFloatUsignCompare[] = {
+  compareFloatUint8, compareFloatUint16, compareFloatUint32, compareFloatUint64
+};
+
+__compar_fn_t gDoubleSignCompare[] = {
+  compareDoubleInt8, compareDoubleInt16, compareDoubleInt32, compareDoubleInt64, compareDoubleFloat, compareDoubleVal
+};
+__compar_fn_t gDoubleUsignCompare[] = {
+  compareDoubleUint8, compareDoubleUint16, compareDoubleUint32, compareDoubleUint64
+};
+
+__compar_fn_t gUint8SignCompare[] = {
+  compareUint8Int8, compareUint8Int16, compareUint8Int32, compareUint8Int64, compareUint8Float, compareUint8Double
+};
+__compar_fn_t gUint8UsignCompare[] = {
+  compareUint8Val, compareUint8Uint16, compareUint8Uint32, compareUint8Uint64
+};
+
+__compar_fn_t gUint16SignCompare[] = {
+  compareUint16Int8, compareUint16Int16, compareUint16Int32, compareUint16Int64, compareUint16Float, compareUint16Double
+};
+__compar_fn_t gUint16UsignCompare[] = {
+  compareUint16Uint8, compareUint16Val, compareUint16Uint32, compareUint16Uint64
+};
+
+__compar_fn_t gUint32SignCompare[] = {
+  compareUint32Int8, compareUint32Int16, compareUint32Int32, compareUint32Int64, compareUint32Float, compareUint32Double
+};
+__compar_fn_t gUint32UsignCompare[] = {
+  compareUint32Uint8, compareUint32Uint16, compareUint32Val, compareUint32Uint64
+};
+
+__compar_fn_t gUint64SignCompare[] = {
+  compareUint64Int8, compareUint64Int16, compareUint64Int32, compareUint64Int64, compareUint64Float, compareUint64Double
+};
+__compar_fn_t gUint64UsignCompare[] = {
+  compareUint64Uint8, compareUint64Uint16, compareUint64Uint32, compareUint64Val
+};
+
+
 int8_t filterGetCompFuncIdx(int32_t type, int32_t optr) {
   int8_t comparFn = 0;
 
@@ -257,6 +328,93 @@ __compar_fn_t filterGetCompFunc(int32_t type, int32_t optr) {
   return gDataCompare[filterGetCompFuncIdx(type, optr)];
 }
 
+__compar_fn_t filterGetCompFuncEx(int32_t lType, int32_t rType, int32_t optr) {
+  switch (lType) {
+    case TSDB_DATA_TYPE_TINYINT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gInt8SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gInt8UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_SMALLINT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gInt16SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gInt16UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_INT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gInt32SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gInt32UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_BIGINT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gInt64SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gInt64UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_FLOAT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gFloatSignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gFloatUsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_DOUBLE: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gDoubleSignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gDoubleUsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_UTINYINT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gUint8SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gUint8UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_USMALLINT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gUint16SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gUint16UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_UINT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gUint32SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gUint32UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    case TSDB_DATA_TYPE_UBIGINT: {
+      if (IS_SIGNED_NUMERIC_TYPE(rType) || IS_FLOAT_TYPE(rType)) {
+        return gUint64SignCompare[rType - TSDB_DATA_TYPE_TINYINT];
+      } else {
+        return gUint64UsignCompare[rType - TSDB_DATA_TYPE_UTINYINT];
+      }
+      break;
+    }
+    default:
+      break;
+  }
+  return NULL;
+}
 
 static FORCE_INLINE int32_t filterCompareGroupCtx(const void *pLeft, const void *pRight) {
   SFilterGroupCtx *left = *((SFilterGroupCtx**)pLeft), *right = *((SFilterGroupCtx**)pRight);

source/libs/scalar/src/sclvector.c

@@ -909,11 +909,11 @@ int32_t vectorConvertImpl(const SScalarParam* pIn, SScalarParam* pOut, int32_t*
 int8_t gConvertTypes[TSDB_DATA_TYPE_BLOB+1][TSDB_DATA_TYPE_BLOB+1] = {
 /*         NULL BOOL TINY SMAL INT  BIG  FLOA DOUB VARC TIME NCHA UTIN USMA UINT UBIG JSON VARB DECI BLOB */
 /*NULL*/   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,
-/*BOOL*/   0,   0,   0,   3,   4,   5,   6,   7,   7,   9,   7,   0,   12,  13,  14,  0,   7,   0,   0,
+/*BOOL*/   0,   0,   2,   3,   4,   5,   6,   7,   7,   9,   7,   11,  12,  13,  14,  0,   7,   0,   0,
 /*TINY*/   0,   0,   0,   3,   4,   5,   6,   7,   7,   9,   7,   3,   4,   5,   7,   0,   7,   0,   0,
 /*SMAL*/   0,   0,   0,   0,   4,   5,   6,   7,   7,   9,   7,   3,   4,   5,   7,   0,   7,   0,   0,
 /*INT */   0,   0,   0,   0,   0,   5,   6,   7,   7,   9,   7,   4,   4,   5,   7,   0,   7,   0,   0,
-/*BIGI*/   0,   0,   0,   0,   0,   0,   6,   7,   7,   0,   7,   5,   5,   5,   7,   0,   7,   0,   0,
+/*BIGI*/   0,   0,   0,   0,   0,   0,   6,   7,   7,   9,   7,   5,   5,   5,   7,   0,   7,   0,   0,
 /*FLOA*/   0,   0,   0,   0,   0,   0,   0,   7,   7,   6,   7,   6,   6,   6,   6,   0,   7,   0,   0,
 /*DOUB*/   0,   0,   0,   0,   0,   0,   0,   0,   7,   7,   7,   7,   7,   7,   7,   0,   7,   0,   0,
 /*VARC*/   0,   0,   0,   0,   0,   0,   0,   0,   0,   9,   8,   7,   7,   7,   7,   0,   0,   0,   0,
@@ -1681,10 +1681,14 @@ void vectorBitOr(SScalarParam* pLeft, SScalarParam* pRight, SScalarParam *pOut,
 void vectorCompareImpl(SScalarParam* pLeft, SScalarParam* pRight, SScalarParam *pOut, int32_t _ord, int32_t optr) {
   int32_t       i = ((_ord) == TSDB_ORDER_ASC) ? 0 : TMAX(pLeft->numOfRows, pRight->numOfRows) - 1;
   int32_t       step = ((_ord) == TSDB_ORDER_ASC) ? 1 : -1;
-
-  __compar_fn_t fp = filterGetCompFunc(GET_PARAM_TYPE(pLeft), optr);
-  if(terrno != TSDB_CODE_SUCCESS){
-    return;
+  int32_t       lType = GET_PARAM_TYPE(pLeft);
+  int32_t       rType = GET_PARAM_TYPE(pRight);
+  __compar_fn_t fp = NULL;
+  
+  if (lType == rType) {
+    fp = filterGetCompFunc(lType, optr);
+  } else {
+    fp = filterGetCompFuncEx(lType, rType, optr);
   }
 
   pOut->numOfRows = TMAX(pLeft->numOfRows, pRight->numOfRows);
@@ -1716,22 +1720,26 @@ void vectorCompareImpl(SScalarParam* pLeft, SScalarParam* pRight, SScalarParam *
 void vectorCompare(SScalarParam* pLeft, SScalarParam* pRight, SScalarParam *pOut, int32_t _ord, int32_t optr) {
   SScalarParam pLeftOut = {0}; 
   SScalarParam pRightOut = {0};
-  
-  vectorConvert(pLeft, pRight, &pLeftOut, &pRightOut);
-
   SScalarParam *param1 = NULL; 
   SScalarParam *param2 = NULL;
 
-  if (pLeftOut.columnData != NULL) {
-    param1 = &pLeftOut;
-  } else {
+  if (SCL_NO_NEED_CONVERT_COMPARISION(GET_PARAM_TYPE(pLeft), GET_PARAM_TYPE(pRight), optr)) {
     param1 = pLeft;
-  }
-
-  if (pRightOut.columnData != NULL) {
-    param2 = &pRightOut;
-  } else {
     param2 = pRight;
+  } else {
+    vectorConvert(pLeft, pRight, &pLeftOut, &pRightOut);
+
+    if (pLeftOut.columnData != NULL) {
+      param1 = &pLeftOut;
+    } else {
+      param1 = pLeft;
+    }
+
+    if (pRightOut.columnData != NULL) {
+      param2 = &pRightOut;
+    } else {
+      param2 = pRight;
+    }
   }
 
   vectorCompareImpl(param1, param2, pOut, _ord, optr);

source/util/src/tcompare.c

@@ -247,6 +247,756 @@ int32_t compareJsonVal(const void *pLeft, const void *pRight) {
   }
 }
 
+int32_t compareInt8Int16(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Int32(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Int64(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Float(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Double(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Uint8(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Uint16(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Uint32(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt8Uint64(const void *pLeft, const void *pRight) {
+  int8_t left = GET_INT32_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Int8(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Int32(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Int64(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Float(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Double(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Uint8(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Uint16(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Uint32(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt16Uint64(const void *pLeft, const void *pRight) {
+  int16_t left = GET_INT32_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+
+int32_t compareInt32Int8(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Int16(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Int64(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Float(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Double(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Uint8(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Uint16(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Uint32(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt32Uint64(const void *pLeft, const void *pRight) {
+  int32_t left = GET_INT32_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Int8(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Int16(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Int32(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Float(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Double(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Uint8(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Uint16(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Uint32(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareInt64Uint64(const void *pLeft, const void *pRight) {
+  int64_t left = GET_INT64_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatInt8(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatInt16(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatInt32(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatInt64(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatDouble(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+
+  if (isnan(left) && isnan(right)) {
+    return 0;
+  }
+
+  if (isnan(left)) {
+    return -1;
+  }
+
+  if (isnan(right)) {
+    return 1;
+  }
+
+  if (FLT_EQUAL(left, right)) {
+    return 0;
+  }
+  return FLT_GREATER(left, right) ? 1 : -1;
+}
+
+int32_t compareFloatUint8(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatUint16(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatUint32(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareFloatUint64(const void *pLeft, const void *pRight) {
+  float left = GET_FLOAT_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleInt8(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleInt16(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleInt32(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleInt64(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleFloat(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+
+  if (isnan(left) && isnan(right)) {
+    return 0;
+  }
+
+  if (isnan(left)) {
+    return -1;
+  }
+
+  if (isnan(right)) {
+    return 1;
+  }
+
+  if (FLT_EQUAL(left, right)) {
+    return 0;
+  }
+  return FLT_GREATER(left, right) ? 1 : -1;
+}
+
+int32_t compareDoubleUint8(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleUint16(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleUint32(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareDoubleUint64(const void *pLeft, const void *pRight) {
+  double left = GET_DOUBLE_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Int8(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Int16(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Int32(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Int64(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Float(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Double(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Uint16(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Uint32(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint8Uint64(const void *pLeft, const void *pRight) {
+  uint8_t left = GET_UINT8_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Int8(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Int16(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Int32(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Int64(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Float(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Double(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Uint8(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Uint32(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint16Uint64(const void *pLeft, const void *pRight) {
+  uint16_t left = GET_UINT16_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Int8(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Int16(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Int32(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Int64(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Float(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Double(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Uint8(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Uint16(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint32Uint64(const void *pLeft, const void *pRight) {
+  uint32_t left = GET_UINT32_VAL(pLeft);
+  uint64_t right = GET_UINT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Int8(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  int8_t right = GET_INT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Int16(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  int16_t right = GET_INT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Int32(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  int32_t right = GET_INT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Int64(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  int64_t right = GET_INT64_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Float(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  float right = GET_FLOAT_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Double(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  double right = GET_DOUBLE_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Uint8(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  uint8_t right = GET_UINT8_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Uint16(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  uint16_t right = GET_UINT16_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+int32_t compareUint64Uint32(const void *pLeft, const void *pRight) {
+  uint64_t left = GET_UINT64_VAL(pLeft);
+  uint32_t right = GET_UINT32_VAL(pRight);
+  if (left > right) return 1;
+  if (left < right) return -1;
+  return 0;
+}
+
+
 int32_t compareJsonValDesc(const void *pLeft, const void *pRight) {
     return compareJsonVal(pRight, pLeft);
 }