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Posted to commits@doris.apache.org by yi...@apache.org on 2023/12/05 04:54:47 UTC
(doris) branch master updated: [improvement](decimal) use new way for decimal arithmetic precision promotion (#27787)
This is an automated email from the ASF dual-hosted git repository.
yiguolei pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/doris.git
The following commit(s) were added to refs/heads/master by this push:
new 17016b97975 [improvement](decimal) use new way for decimal arithmetic precision promotion (#27787)
17016b97975 is described below
commit 17016b9797550c6f64d17a82fe13bebfebc40cd9
Author: TengJianPing <18...@users.noreply.github.com>
AuthorDate: Tue Dec 5 12:54:40 2023 +0800
[improvement](decimal) use new way for decimal arithmetic precision promotion (#27787)
* [DNM](decimal) use new way for decimal arithmetic precision promotion
* [improvement](decimal) [DNM](decimal) use new way for decimal arithmetic precision promotion
1. [DNM](decimal) use new way for decimal arithmetic precision promotion
2. throw exception if it overflows for decimal arithmetics
3. throw exception if it overflows when casting among number types
* fix compile error of gcc
* improvement
---------
Co-authored-by: morrySnow <mo...@126.com>
---
be/src/common/status.h | 1 +
be/src/runtime/type_limit.h | 4 +-
be/src/util/string_parser.hpp | 63 +-
be/src/vec/common/arithmetic_overflow.h | 2 +-
be/src/vec/common/int_exp.h | 183 +
be/src/vec/core/types.h | 449 +-
be/src/vec/core/wide_integer.h | 6 +
be/src/vec/core/wide_integer_impl.h | 12 +
be/src/vec/data_types/data_type_decimal.cpp | 23 +-
be/src/vec/data_types/data_type_decimal.h | 249 +-
be/src/vec/data_types/number_traits.h | 57 +
be/src/vec/functions/function_binary_arithmetic.h | 233 +-
be/src/vec/functions/function_cast.h | 217 +-
be/src/vec/functions/function_math_unary.h | 34 +-
.../functions/function_math_unary_to_null_type.h | 35 +-
.../utils/arrow_column_to_doris_column_test.cpp | 7 +-
.../main/java/org/apache/doris/analysis/Expr.java | 15 +-
.../doris/nereids/trees/expressions/Add.java | 15 +-
.../trees/expressions/BinaryArithmetic.java | 23 +
.../doris/nereids/trees/expressions/Divide.java | 50 +-
.../doris/nereids/trees/expressions/Mod.java | 8 +-
.../doris/nereids/trees/expressions/Multiply.java | 53 +-
.../doris/nereids/trees/expressions/Subtract.java | 15 +-
.../functions/CheckOverflowNullable.java | 34 -
.../doris/nereids/util/TypeCoercionUtils.java | 40 +-
.../java/org/apache/doris/qe/SessionVariable.java | 13 +-
.../decimalv3/test_arithmetic_expressions.out | 70 +-
.../datatype_p0/decimalv3/test_decimalv3_cast.out | 443 ++
.../datatype_p0/decimalv3/test_decimalv3_cast2.out | 256 +
.../datatype_p0/decimalv3/test_decimalv3_cast3.out | 136 +
.../datatype_p0/decimalv3/test_decimalv3_cast4.out | 29 +
.../decimalv3/test_decimalv3_overflow.out | 73 +-
.../inverted_index_p1/tpcds_sf1_index/sql/q12.out | 200 +-
.../inverted_index_p1/tpcds_sf1_index/sql/q20.out | 200 +-
.../inverted_index_p1/tpcds_sf1_index/sql/q31.out | 102 +-
.../inverted_index_p1/tpcds_sf1_index/sql/q36.out | 200 +-
.../inverted_index_p1/tpcds_sf1_index/sql/q59.out | 200 +-
.../inverted_index_p1/tpcds_sf1_index/sql/q66.out | 8 +-
.../inverted_index_p1/tpcds_sf1_index/sql/q98.out | 5018 ++++++++++----------
regression-test/data/nereids_arith_p0/integer.out | 96 +-
.../shape/query11.out | 2 +-
.../shape/query31.out | 4 +-
.../nereids_tpcds_shape_sf1000_p0/shape/query4.out | 4 +-
.../shape/query47.out | 2 +-
.../shape/query53.out | 2 +-
.../shape/query57.out | 2 +-
.../shape/query63.out | 2 +-
.../shape/query89.out | 2 +-
.../noStatsRfPrune/query11.out | 2 +-
.../noStatsRfPrune/query31.out | 4 +-
.../noStatsRfPrune/query4.out | 4 +-
.../noStatsRfPrune/query47.out | 2 +-
.../noStatsRfPrune/query53.out | 2 +-
.../noStatsRfPrune/query57.out | 2 +-
.../noStatsRfPrune/query63.out | 2 +-
.../noStatsRfPrune/query89.out | 2 +-
.../no_stats_shape/query11.out | 2 +-
.../no_stats_shape/query31.out | 4 +-
.../no_stats_shape/query4.out | 4 +-
.../no_stats_shape/query47.out | 2 +-
.../no_stats_shape/query53.out | 2 +-
.../no_stats_shape/query57.out | 2 +-
.../no_stats_shape/query63.out | 2 +-
.../no_stats_shape/query89.out | 2 +-
.../rf_prune/query11.out | 2 +-
.../rf_prune/query31.out | 4 +-
.../rf_prune/query4.out | 4 +-
.../rf_prune/query47.out | 2 +-
.../rf_prune/query53.out | 2 +-
.../rf_prune/query57.out | 2 +-
.../rf_prune/query63.out | 2 +-
.../rf_prune/query89.out | 2 +-
.../nereids_tpcds_shape_sf100_p0/shape/query11.out | 2 +-
.../nereids_tpcds_shape_sf100_p0/shape/query31.out | 4 +-
.../nereids_tpcds_shape_sf100_p0/shape/query4.out | 4 +-
.../nereids_tpcds_shape_sf100_p0/shape/query47.out | 2 +-
.../nereids_tpcds_shape_sf100_p0/shape/query53.out | 2 +-
.../nereids_tpcds_shape_sf100_p0/shape/query57.out | 2 +-
.../nereids_tpcds_shape_sf100_p0/shape/query63.out | 2 +-
.../nereids_tpcds_shape_sf100_p0/shape/query89.out | 2 +-
regression-test/data/nereids_tpch_p0/tpch/q8.out | 4 +-
.../tpcds_sf100_dup_without_key_p2/sql/q12.out | 200 +-
.../tpcds_sf100_dup_without_key_p2/sql/q20.out | 200 +-
.../tpcds_sf100_dup_without_key_p2/sql/q31.out | 550 +--
.../tpcds_sf100_dup_without_key_p2/sql/q39_1.out | 2466 +++++-----
.../tpcds_sf100_dup_without_key_p2/sql/q39_2.out | 84 +-
.../tpcds_sf100_dup_without_key_p2/sql/q59.out | 200 +-
.../tpcds_sf100_dup_without_key_p2/sql/q98.out | 200 +-
regression-test/data/tpcds_sf100_p2/sql/q12.out | 200 +-
regression-test/data/tpcds_sf100_p2/sql/q20.out | 200 +-
regression-test/data/tpcds_sf100_p2/sql/q31.out | 550 +--
regression-test/data/tpcds_sf100_p2/sql/q59.out | 200 +-
regression-test/data/tpcds_sf100_p2/sql/q98.out | 200 +-
regression-test/data/tpcds_sf1_p1/sql/q12.out | 200 +-
regression-test/data/tpcds_sf1_p1/sql/q20.out | 200 +-
regression-test/data/tpcds_sf1_p1/sql/q31.out | 102 +-
regression-test/data/tpcds_sf1_p1/sql/q36.out | 200 +-
regression-test/data/tpcds_sf1_p1/sql/q59.out | 200 +-
regression-test/data/tpcds_sf1_p1/sql/q66.out | 8 +-
regression-test/data/tpcds_sf1_p1/sql/q98.out | 5018 ++++++++++----------
.../data/tpcds_sf1_unique_p1/sql/q12.out | 200 +-
.../data/tpcds_sf1_unique_p1/sql/q20.out | 200 +-
.../data/tpcds_sf1_unique_p1/sql/q31.out | 102 +-
.../data/tpcds_sf1_unique_p1/sql/q36.out | 200 +-
.../data/tpcds_sf1_unique_p1/sql/q59.out | 200 +-
.../data/tpcds_sf1_unique_p1/sql/q66.out | 8 +-
.../data/tpcds_sf1_unique_p1/sql/q98.out | 5018 ++++++++++----------
regression-test/data/tpch_sf0.1_p1/sql/q08.out | 4 +-
.../data/tpch_sf0.1_unique_p1/sql/q08.out | 4 +-
regression-test/data/tpch_sf100_p2/sql/q08.out | 2 +-
.../data/tpch_sf100_unique_sql_p2/sql/q08.out | 4 +-
.../data/tpch_unique_sql_zstd_p0/sql/q08.out | 4 +-
.../decimalv2/test_decimalv2_calc.groovy | 1 +
.../decimalv2/test_decimalv2_common.groovy | 1 +
.../decimalv2/test_decimalv2_load.groovy | 1 +
.../decimalv3/test_arithmetic_expressions.groovy | 162 +-
.../decimalv3/test_decimalv3_cast.groovy | 1643 +++++++
.../decimalv3/test_decimalv3_cast2.groovy | 1091 +++++
.../decimalv3/test_decimalv3_cast3.groovy | 508 ++
.../decimalv3/test_decimalv3_cast4.groovy | 49 +
.../decimalv3/test_decimalv3_overflow.groovy | 562 ++-
121 files changed, 17657 insertions(+), 12461 deletions(-)
diff --git a/be/src/common/status.h b/be/src/common/status.h
index 72f3ffa6dcd..2b01e5ec47b 100644
--- a/be/src/common/status.h
+++ b/be/src/common/status.h
@@ -78,6 +78,7 @@ namespace ErrorCode {
E(COPY_FILE_ERROR, -121, true); \
E(FILE_ALREADY_EXIST, -122, true); \
E(BAD_CAST, -123, true); \
+ E(ARITHMETIC_OVERFLOW_ERRROR, -124, false); \
E(CALL_SEQUENCE_ERROR, -202, true); \
E(BUFFER_OVERFLOW, -204, true); \
E(CONFIG_ERROR, -205, true); \
diff --git a/be/src/runtime/type_limit.h b/be/src/runtime/type_limit.h
index 374f4d9099f..ebfc1d92ec7 100644
--- a/be/src/runtime/type_limit.h
+++ b/be/src/runtime/type_limit.h
@@ -25,8 +25,8 @@ namespace doris {
template <typename T>
struct type_limit {
- static T min() { return std::numeric_limits<T>::lowest(); }
- static T max() { return std::numeric_limits<T>::max(); }
+ static constexpr T min() { return std::numeric_limits<T>::lowest(); }
+ static constexpr T max() { return std::numeric_limits<T>::max(); }
};
template <>
diff --git a/be/src/util/string_parser.hpp b/be/src/util/string_parser.hpp
index 623fc23a414..156abaac8e7 100644
--- a/be/src/util/string_parser.hpp
+++ b/be/src/util/string_parser.hpp
@@ -43,6 +43,7 @@
#include "vec/core/extended_types.h"
#include "vec/core/wide_integer.h"
#include "vec/data_types/data_type_decimal.h"
+#include "vec/data_types/number_traits.h"
namespace doris {
namespace vectorized {
@@ -72,14 +73,6 @@ class StringParser {
public:
enum ParseResult { PARSE_SUCCESS = 0, PARSE_FAILURE, PARSE_OVERFLOW, PARSE_UNDERFLOW };
- template <typename T>
- class StringParseTraits {
- public:
- /// Returns the maximum ascii string length for this type.
- /// e.g. the max/min int8_t has 3 characters.
- static int max_ascii_len();
- };
-
template <typename T>
static T numeric_limits(bool negative) {
if constexpr (std::is_same_v<T, __int128>) {
@@ -282,7 +275,7 @@ T StringParser::string_to_int_internal(const char* s, int len, ParseResult* resu
}
// This is the fast path where the string cannot overflow.
- if (LIKELY(len - i < StringParseTraits<T>::max_ascii_len())) {
+ if (LIKELY(len - i < vectorized::NumberTraits::max_ascii_len<T>())) {
val = string_to_int_no_overflow<UnsignedT>(s + i, len - i, result);
return static_cast<T>(negative ? -val : val);
}
@@ -329,7 +322,7 @@ T StringParser::string_to_unsigned_int_internal(const char* s, int len, ParseRes
typedef typename std::make_signed<T>::type signedT;
// This is the fast path where the string cannot overflow.
- if (LIKELY(len - i < StringParseTraits<signedT>::max_ascii_len())) {
+ if (LIKELY(len - i < vectorized::NumberTraits::max_ascii_len<signedT>())) {
val = string_to_int_no_overflow<T>(s + i, len - i, result);
return val;
}
@@ -526,56 +519,6 @@ inline bool StringParser::string_to_bool_internal(const char* s, int len, ParseR
return false;
}
-template <>
-inline int StringParser::StringParseTraits<uint8_t>::max_ascii_len() {
- return 3;
-}
-
-template <>
-inline int StringParser::StringParseTraits<uint16_t>::max_ascii_len() {
- return 5;
-}
-
-template <>
-inline int StringParser::StringParseTraits<uint32_t>::max_ascii_len() {
- return 10;
-}
-
-template <>
-inline int StringParser::StringParseTraits<uint64_t>::max_ascii_len() {
- return 20;
-}
-
-template <>
-inline int StringParser::StringParseTraits<int8_t>::max_ascii_len() {
- return 3;
-}
-
-template <>
-inline int StringParser::StringParseTraits<int16_t>::max_ascii_len() {
- return 5;
-}
-
-template <>
-inline int StringParser::StringParseTraits<int32_t>::max_ascii_len() {
- return 10;
-}
-
-template <>
-inline int StringParser::StringParseTraits<int64_t>::max_ascii_len() {
- return 19;
-}
-
-template <>
-inline int StringParser::StringParseTraits<__int128>::max_ascii_len() {
- return 39;
-}
-
-template <>
-inline int StringParser::StringParseTraits<wide::Int256>::max_ascii_len() {
- return 78;
-}
-
template <PrimitiveType P, typename T>
T StringParser::string_to_decimal(const char* s, int len, int type_precision, int type_scale,
ParseResult* result) {
diff --git a/be/src/vec/common/arithmetic_overflow.h b/be/src/vec/common/arithmetic_overflow.h
index b4b55eb47a5..caccf7b9c28 100644
--- a/be/src/vec/common/arithmetic_overflow.h
+++ b/be/src/vec/common/arithmetic_overflow.h
@@ -128,7 +128,7 @@ inline bool mul_overflow(__int128 x, __int128 y, __int128& res) {
template <>
inline bool mul_overflow(wide::Int256 x, wide::Int256 y, wide::Int256& res) {
- res = x * y;
+ res = static_cast<wide::UInt256>(x) * static_cast<wide::UInt256>(y);
if (!x || !y) return false;
wide::UInt256 a = (x > 0) ? x : -x;
wide::UInt256 b = (y > 0) ? y : -y;
diff --git a/be/src/vec/common/int_exp.h b/be/src/vec/common/int_exp.h
index ce3c32d480c..7f50d7ad91c 100644
--- a/be/src/vec/common/int_exp.h
+++ b/be/src/vec/common/int_exp.h
@@ -252,4 +252,187 @@ inline wide::Int256 exp10_i256(int x) {
return values[x];
}
+constexpr inline int max_i32(int digit_count) {
+ if (digit_count < 0) {
+ return 0;
+ }
+ if (digit_count > 9) {
+ return std::numeric_limits<int>::max();
+ }
+ constexpr int values[] = {0, 9, 99, 999, 9999, 99999, 999999, 9999999, 99999999, 999999999};
+ return values[digit_count];
+}
+
+constexpr inline int64_t max_i64(int digit_count) {
+ if (digit_count < 0) {
+ return 0;
+ }
+ if (digit_count > 18) {
+ return std::numeric_limits<int64_t>::max();
+ }
+
+ constexpr int64_t values[] = {1LL,
+ 9LL,
+ 99LL,
+ 999LL,
+ 9999LL,
+ 99999LL,
+ 999999LL,
+ 9999999LL,
+ 99999999LL,
+ 999999999LL,
+ 9999999999LL,
+ 99999999999LL,
+ 999999999999LL,
+ 9999999999999LL,
+ 99999999999999LL,
+ 999999999999999LL,
+ 9999999999999999LL,
+ 99999999999999999LL,
+ 999999999999999999LL};
+ return values[digit_count];
+}
+
+constexpr inline __int128 max_i128(int digit_count) {
+ DCHECK(digit_count > 0);
+ constexpr __int128 values[] = {
+ static_cast<__int128>(0LL),
+ static_cast<__int128>(9LL),
+ static_cast<__int128>(99LL),
+ static_cast<__int128>(999LL),
+ static_cast<__int128>(9999LL),
+ static_cast<__int128>(99999LL),
+ static_cast<__int128>(999999LL),
+ static_cast<__int128>(9999999LL),
+ static_cast<__int128>(99999999LL),
+ static_cast<__int128>(999999999LL),
+ static_cast<__int128>(9999999999LL),
+ static_cast<__int128>(99999999999LL),
+ static_cast<__int128>(999999999999LL),
+ static_cast<__int128>(9999999999999LL),
+ static_cast<__int128>(99999999999999LL),
+ static_cast<__int128>(999999999999999LL),
+ static_cast<__int128>(9999999999999999LL),
+ static_cast<__int128>(99999999999999999LL),
+ static_cast<__int128>(999999999999999999LL),
+ static_cast<__int128>(1000000000000000000LL) * 10LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 1000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 10000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 1000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 10000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 1000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 10000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 1000000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 10000000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 1000000000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 10000000000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000000000000000LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000000000000000LL * 10LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000000000000000LL * 100LL - 1,
+ static_cast<__int128>(1000000000000000000LL) * 100000000000000000LL * 1000LL - 1};
+ return values[digit_count];
+}
+
+inline wide::Int256 max_i256(int digit_count) {
+ if (digit_count < 0) {
+ return 0;
+ }
+ if (digit_count > 76) {
+ return std::numeric_limits<wide::Int256>::max();
+ }
+
+ static constexpr wide::Int256 i10e18 {1000000000000000000LL};
+ static const wide::Int256 values[] = {
+ static_cast<wide::Int256>(0LL),
+ static_cast<wide::Int256>(9LL),
+ static_cast<wide::Int256>(99LL),
+ static_cast<wide::Int256>(999LL),
+ static_cast<wide::Int256>(9999LL),
+ static_cast<wide::Int256>(99999LL),
+ static_cast<wide::Int256>(999999LL),
+ static_cast<wide::Int256>(9999999LL),
+ static_cast<wide::Int256>(99999999LL),
+ static_cast<wide::Int256>(999999999LL),
+ static_cast<wide::Int256>(9999999999LL),
+ static_cast<wide::Int256>(99999999999LL),
+ static_cast<wide::Int256>(999999999999LL),
+ static_cast<wide::Int256>(9999999999999LL),
+ static_cast<wide::Int256>(99999999999999LL),
+ static_cast<wide::Int256>(999999999999999LL),
+ static_cast<wide::Int256>(9999999999999999LL),
+ static_cast<wide::Int256>(99999999999999999LL),
+ i10e18 - 1,
+ i10e18 * 10LL - 1,
+ i10e18 * 100LL - 1,
+ i10e18 * 1000LL - 1,
+ i10e18 * 10000LL - 1,
+ i10e18 * 100000LL - 1,
+ i10e18 * 1000000LL - 1,
+ i10e18 * 10000000LL - 1,
+ i10e18 * 100000000LL - 1,
+ i10e18 * 1000000000LL - 1,
+ i10e18 * 10000000000LL - 1,
+ i10e18 * 100000000000LL - 1,
+ i10e18 * 1000000000000LL - 1,
+ i10e18 * 10000000000000LL - 1,
+ i10e18 * 100000000000000LL - 1,
+ i10e18 * 1000000000000000LL - 1,
+ i10e18 * 10000000000000000LL - 1,
+ i10e18 * 100000000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 10LL - 1,
+ i10e18 * 100000000000000000LL * 100LL - 1,
+ i10e18 * 100000000000000000LL * 1000LL - 1,
+ i10e18 * 100000000000000000LL * 10000LL - 1,
+ i10e18 * 100000000000000000LL * 100000LL - 1,
+ i10e18 * 100000000000000000LL * 1000000LL - 1,
+ i10e18 * 100000000000000000LL * 10000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000LL - 1,
+ i10e18 * 100000000000000000LL * 1000000000LL - 1,
+ i10e18 * 100000000000000000LL * 10000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000LL - 1,
+ i10e18 * 100000000000000000LL * 1000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 10000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 1000000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 10000000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 10LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 1000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 10000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 1000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 10000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 1000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 10000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 1000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 10000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 1000000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 10000000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL * 10LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL * 100LL - 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL * 1000LL -
+ 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL * 10000LL -
+ 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL * 100000LL -
+ 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL *
+ 1000000LL -
+ 1,
+ i10e18 * 100000000000000000LL * 100000000000000000LL * 100000000000000000LL *
+ 10000000LL -
+ 1,
+ };
+ return values[digit_count];
+}
} // namespace common
diff --git a/be/src/vec/core/types.h b/be/src/vec/core/types.h
index 768e656904e..58c172eb814 100644
--- a/be/src/vec/core/types.h
+++ b/be/src/vec/core/types.h
@@ -347,6 +347,153 @@ template <>
inline wide::Int256 decimal_scale_multiplier<wide::Int256>(UInt32 scale) {
return common::exp10_i256(scale);
}
+template <typename T>
+std::string decimal_to_string(const T& value, UInt32 scale) {
+ if (value == std::numeric_limits<T>::min()) {
+ if constexpr (std::is_same_v<T, wide::Int256>) {
+ std::string res {wide::to_string(value)};
+ res.insert(res.size() - scale, ".");
+ return res;
+ } else {
+ fmt::memory_buffer buffer;
+ fmt::format_to(buffer, "{}", value);
+ std::string res {buffer.data(), buffer.size()};
+ res.insert(res.size() - scale, ".");
+ return res;
+ }
+ }
+
+ static constexpr auto precision =
+ std::is_same_v<T, Int32>
+ ? BeConsts::MAX_DECIMAL32_PRECISION
+ : (std::is_same_v<T, Int64> ? BeConsts::MAX_DECIMAL64_PRECISION
+ : (std::is_same_v<T, __int128>
+ ? BeConsts::MAX_DECIMAL128_PRECISION
+ : BeConsts::MAX_DECIMAL256_PRECISION));
+ bool is_nagetive = value < 0;
+ int max_result_length = precision + (scale > 0) // Add a space for decimal place
+ + (scale == precision) // Add a space for leading 0
+ + (is_nagetive); // Add a space for negative sign
+ std::string str = std::string(max_result_length, '0');
+
+ T abs_value = value;
+ int pos = 0;
+
+ if (is_nagetive) {
+ abs_value = -value;
+ str[pos++] = '-';
+ }
+
+ T whole_part = abs_value;
+ T frac_part;
+ if (scale) {
+ whole_part = abs_value / decimal_scale_multiplier<T>(scale);
+ frac_part = abs_value % decimal_scale_multiplier<T>(scale);
+ }
+ if constexpr (std::is_same_v<T, wide::Int256>) {
+ std::string num_str {wide::to_string(whole_part)};
+ auto end = fmt::format_to(str.data() + pos, "{}", num_str);
+ pos = end - str.data();
+ } else {
+ auto end = fmt::format_to(str.data() + pos, "{}", whole_part);
+ pos = end - str.data();
+ }
+
+ if (scale) {
+ str[pos++] = '.';
+ for (auto end_pos = pos + scale - 1; end_pos >= pos && frac_part > 0;
+ --end_pos, frac_part /= 10) {
+ str[end_pos] += (int)(frac_part % 10);
+ }
+ }
+
+ str.resize(pos + scale);
+ return str;
+}
+
+template <typename T>
+size_t decimal_to_string(const T& value, char* dst, UInt32 scale, const T& scale_multiplier) {
+ if (UNLIKELY(value == std::numeric_limits<T>::min())) {
+ if constexpr (std::is_same_v<T, wide::Int256>) {
+ // handle scale?
+ std::string num_str {wide::to_string(value)};
+ auto* end = fmt::format_to(dst, "{}", num_str);
+ return end - dst;
+ } else {
+ auto end = fmt::format_to(dst, "{}", value);
+ return end - dst;
+ }
+ }
+
+ bool is_negative = value < 0;
+ T abs_value = value;
+ int pos = 0;
+
+ if (is_negative) {
+ abs_value = -value;
+ dst[pos++] = '-';
+ }
+
+ T whole_part = abs_value;
+ T frac_part;
+ if (LIKELY(scale)) {
+ whole_part = abs_value / scale_multiplier;
+ frac_part = abs_value % scale_multiplier;
+ }
+ if constexpr (std::is_same_v<T, wide::Int256>) {
+ std::string num_str {wide::to_string(whole_part)};
+ auto* end = fmt::format_to(dst + pos, "{}", num_str);
+ pos = end - dst;
+ } else {
+ auto end = fmt::format_to(dst + pos, "{}", whole_part);
+ pos = end - dst;
+ }
+
+ if (LIKELY(scale)) {
+ int low_scale = 0;
+ int high_scale = scale;
+ while (low_scale < high_scale) {
+ int mid_scale = (high_scale + low_scale) >> 1;
+ const auto mid_scale_factor = decimal_scale_multiplier<T>(mid_scale);
+ if (mid_scale_factor <= frac_part) {
+ low_scale = mid_scale + 1;
+ } else {
+ high_scale = mid_scale;
+ }
+ }
+ dst[pos++] = '.';
+ if (low_scale < scale) {
+ memset(&dst[pos], '0', scale - low_scale);
+ pos += scale - low_scale;
+ }
+ if (frac_part) {
+ if constexpr (std::is_same_v<T, wide::Int256>) {
+ std::string num_str {wide::to_string(frac_part)};
+ auto* end = fmt::format_to(&dst[pos], "{}", num_str);
+ pos = end - dst;
+ } else {
+ auto end = fmt::format_to(&dst[pos], "{}", frac_part);
+ pos = end - dst;
+ }
+ }
+ }
+
+ return pos;
+}
+
+template <typename T>
+static constexpr int max_decimal_string_length() {
+ constexpr auto precision =
+ std::is_same_v<T, Int32>
+ ? BeConsts::MAX_DECIMAL32_PRECISION
+ : (std::is_same_v<T, Int64> ? BeConsts::MAX_DECIMAL64_PRECISION
+ : (std::is_same_v<T, __int128>
+ ? BeConsts::MAX_DECIMAL128_PRECISION
+ : BeConsts::MAX_DECIMAL256_PRECISION));
+ return precision + 1 // Add a space for decimal place
+ + 1 // Add a space for leading 0
+ + 1; // Add a space for negative sign
+}
/// Own FieldType for Decimal.
/// It is only a "storage" for decimal. To perform operations, you also have to provide a scale (number of digits after point).
@@ -440,83 +587,9 @@ struct Decimal {
auto operator<=>(const Decimal<T>& x) const { return value <=> x.value; }
- static constexpr int max_string_length() {
- constexpr auto precision =
- std::is_same_v<T, Int32>
- ? BeConsts::MAX_DECIMAL32_PRECISION
- : (std::is_same_v<T, Int64>
- ? BeConsts::MAX_DECIMAL64_PRECISION
- : (std::is_same_v<T, __int128>
- ? BeConsts::MAX_DECIMAL128_PRECISION
- : BeConsts::MAX_DECIMAL256_PRECISION));
- return precision + 1 // Add a space for decimal place
- + 1 // Add a space for leading 0
- + 1; // Add a space for negative sign
- }
+ static constexpr int max_string_length() { return max_decimal_string_length<T>(); }
- std::string to_string(UInt32 scale) const {
- if (value == std::numeric_limits<T>::min()) {
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string res {wide::to_string(value)};
- res.insert(res.size() - scale, ".");
- return res;
- } else {
- fmt::memory_buffer buffer;
- fmt::format_to(buffer, "{}", value);
- std::string res {buffer.data(), buffer.size()};
- res.insert(res.size() - scale, ".");
- return res;
- }
- }
-
- static constexpr auto precision =
- std::is_same_v<T, Int32>
- ? BeConsts::MAX_DECIMAL32_PRECISION
- : (std::is_same_v<T, Int64>
- ? BeConsts::MAX_DECIMAL64_PRECISION
- : (std::is_same_v<T, __int128>
- ? BeConsts::MAX_DECIMAL128_PRECISION
- : BeConsts::MAX_DECIMAL256_PRECISION));
- bool is_nagetive = value < 0;
- int max_result_length = precision + (scale > 0) // Add a space for decimal place
- + (scale == precision) // Add a space for leading 0
- + (is_nagetive); // Add a space for negative sign
- std::string str = std::string(max_result_length, '0');
-
- T abs_value = value;
- int pos = 0;
-
- if (is_nagetive) {
- abs_value = -value;
- str[pos++] = '-';
- }
-
- T whole_part = abs_value;
- T frac_part;
- if (scale) {
- whole_part = abs_value / decimal_scale_multiplier<T>(scale);
- frac_part = abs_value % decimal_scale_multiplier<T>(scale);
- }
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string num_str {wide::to_string(whole_part)};
- auto end = fmt::format_to(str.data() + pos, "{}", num_str);
- pos = end - str.data();
- } else {
- auto end = fmt::format_to(str.data() + pos, "{}", whole_part);
- pos = end - str.data();
- }
-
- if (scale) {
- str[pos++] = '.';
- for (auto end_pos = pos + scale - 1; end_pos >= pos && frac_part > 0;
- --end_pos, frac_part /= 10) {
- str[end_pos] += (int)(frac_part % 10);
- }
- }
-
- str.resize(pos + scale);
- return str;
- }
+ std::string to_string(UInt32 scale) const { return decimal_to_string(value, scale); }
/**
* Got the string representation of a decimal.
@@ -527,72 +600,7 @@ struct Decimal {
*/
__attribute__((always_inline)) size_t to_string(char* dst, UInt32 scale,
const T& scale_multiplier) const {
- if (UNLIKELY(value == std::numeric_limits<T>::min())) {
- if constexpr (std::is_same_v<T, wide::Int256>) {
- // handle scale?
- std::string num_str {wide::to_string(value)};
- auto end = fmt::format_to(dst, "{}", num_str);
- return end - dst;
- } else {
- auto end = fmt::format_to(dst, "{}", value);
- return end - dst;
- }
- }
-
- bool is_negative = value < 0;
- T abs_value = value;
- int pos = 0;
-
- if (is_negative) {
- abs_value = -value;
- dst[pos++] = '-';
- }
-
- T whole_part = abs_value;
- T frac_part;
- if (LIKELY(scale)) {
- whole_part = abs_value / scale_multiplier;
- frac_part = abs_value % scale_multiplier;
- }
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string num_str {wide::to_string(whole_part)};
- auto end = fmt::format_to(dst + pos, "{}", num_str);
- pos = end - dst;
- } else {
- auto end = fmt::format_to(dst + pos, "{}", whole_part);
- pos = end - dst;
- }
-
- if (LIKELY(scale)) {
- int low_scale = 0;
- int high_scale = scale;
- while (low_scale < high_scale) {
- int mid_scale = (high_scale + low_scale) >> 1;
- const auto mid_scale_factor = decimal_scale_multiplier<T>(mid_scale);
- if (mid_scale_factor <= frac_part) {
- low_scale = mid_scale + 1;
- } else {
- high_scale = mid_scale;
- }
- }
- dst[pos++] = '.';
- if (low_scale < scale) {
- memset(&dst[pos], '0', scale - low_scale);
- pos += scale - low_scale;
- }
- if (frac_part) {
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string num_str {wide::to_string(whole_part)};
- auto end = fmt::format_to(&dst[pos], "{}", num_str);
- pos = end - dst;
- } else {
- auto end = fmt::format_to(&dst[pos], "{}", frac_part);
- pos = end - dst;
- }
- }
- }
-
- return pos;
+ return decimal_to_string(value, dst, scale, scale_multiplier);
}
T value;
@@ -638,20 +646,11 @@ struct Decimal<wide::Int256> {
DECLARE_NUMERIC_CTOR(Int64)
DECLARE_NUMERIC_CTOR(UInt32)
DECLARE_NUMERIC_CTOR(UInt64)
+ DECLARE_NUMERIC_CTOR(Float32)
+ DECLARE_NUMERIC_CTOR(Float64)
#undef DECLARE_NUMERIC_CTOR
- explicit Decimal(const Float32& value_) : value(value_) {
- if constexpr (std::is_integral<T>::value) {
- value = round(value_);
- }
- }
- explicit Decimal(const Float64& value_) : value(value_) {
- if constexpr (std::is_integral<T>::value) {
- value = round(value_);
- }
- }
-
static Decimal double_to_decimal(double value_) {
DecimalV2Value decimal_value;
decimal_value.assign_from_double(value_);
@@ -700,83 +699,9 @@ struct Decimal<wide::Int256> {
return *this;
}
- static constexpr int max_string_length() {
- constexpr auto precision =
- std::is_same_v<T, Int32>
- ? BeConsts::MAX_DECIMAL32_PRECISION
- : (std::is_same_v<T, Int64>
- ? BeConsts::MAX_DECIMAL64_PRECISION
- : (std::is_same_v<T, Int128>
- ? BeConsts::MAX_DECIMAL128_PRECISION
- : BeConsts::MAX_DECIMAL256_PRECISION));
- return precision + 1 // Add a space for decimal place
- + 1 // Add a space for leading 0
- + 1; // Add a space for negative sign
- }
+ static constexpr int max_string_length() { return max_decimal_string_length<T>(); }
- std::string to_string(UInt32 scale) const {
- if (value == std::numeric_limits<T>::min()) {
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string res {wide::to_string(value)};
- res.insert(res.size() - scale, ".");
- return res;
- } else {
- fmt::memory_buffer buffer;
- fmt::format_to(buffer, "{}", value);
- std::string res {buffer.data(), buffer.size()};
- res.insert(res.size() - scale, ".");
- return res;
- }
- }
-
- static constexpr auto precision =
- std::is_same_v<T, Int32>
- ? BeConsts::MAX_DECIMAL32_PRECISION
- : (std::is_same_v<T, Int64>
- ? BeConsts::MAX_DECIMAL64_PRECISION
- : (std::is_same_v<T, Int128>
- ? BeConsts::MAX_DECIMAL128_PRECISION
- : BeConsts::MAX_DECIMAL256_PRECISION));
- bool is_nagetive = value < 0;
- int max_result_length = precision + (scale > 0) // Add a space for decimal place
- + (scale == precision) // Add a space for leading 0
- + (is_nagetive); // Add a space for negative sign
- std::string str = std::string(max_result_length, '0');
-
- T abs_value = value;
- int pos = 0;
-
- if (is_nagetive) {
- abs_value = -value;
- str[pos++] = '-';
- }
-
- T whole_part = abs_value;
- T frac_part;
- if (scale) {
- whole_part = abs_value / decimal_scale_multiplier<T>(scale);
- frac_part = abs_value % decimal_scale_multiplier<T>(scale);
- }
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string num_str {wide::to_string(whole_part)};
- auto end = fmt::format_to(str.data() + pos, "{}", num_str);
- pos = end - str.data();
- } else {
- auto end = fmt::format_to(str.data() + pos, "{}", whole_part);
- pos = end - str.data();
- }
-
- if (scale) {
- str[pos++] = '.';
- for (auto end_pos = pos + scale - 1; end_pos >= pos && frac_part > 0;
- --end_pos, frac_part /= 10) {
- str[end_pos] += (int)(frac_part % 10);
- }
- }
-
- str.resize(pos + scale);
- return str;
- }
+ std::string to_string(UInt32 scale) const { return decimal_to_string(value, scale); }
/**
* Got the string representation of a decimal.
@@ -787,71 +712,7 @@ struct Decimal<wide::Int256> {
*/
__attribute__((always_inline)) size_t to_string(char* dst, UInt32 scale,
const T& scale_multiplier) const {
- if (UNLIKELY(value == std::numeric_limits<T>::min())) {
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string num_str {wide::to_string(value)};
- auto end = fmt::format_to(dst, "{}", num_str);
- return end - dst;
- } else {
- auto end = fmt::format_to(dst, "{}", value);
- return end - dst;
- }
- }
-
- bool is_negative = value < 0;
- T abs_value = value;
- int pos = 0;
-
- if (is_negative) {
- abs_value = -value;
- dst[pos++] = '-';
- }
-
- T whole_part = abs_value;
- T frac_part;
- if (LIKELY(scale)) {
- whole_part = abs_value / scale_multiplier;
- frac_part = abs_value % scale_multiplier;
- }
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string num_str {wide::to_string(whole_part)};
- auto end = fmt::format_to(dst + pos, "{}", num_str);
- pos = end - dst;
- } else {
- auto end = fmt::format_to(dst + pos, "{}", whole_part);
- pos = end - dst;
- }
-
- if (LIKELY(scale)) {
- int low_scale = 0;
- int high_scale = scale;
- while (low_scale < high_scale) {
- int mid_scale = (high_scale + low_scale) >> 1;
- const auto mid_scale_factor = decimal_scale_multiplier<T>(mid_scale);
- if (mid_scale_factor <= frac_part) {
- low_scale = mid_scale + 1;
- } else {
- high_scale = mid_scale;
- }
- }
- dst[pos++] = '.';
- if (low_scale < scale) {
- memset(&dst[pos], '0', scale - low_scale);
- pos += scale - low_scale;
- }
- if (frac_part) {
- if constexpr (std::is_same_v<T, wide::Int256>) {
- std::string num_str {wide::to_string(frac_part)};
- auto end = fmt::format_to(dst + pos, "{}", num_str);
- pos = end - dst;
- } else {
- auto end = fmt::format_to(&dst[pos], "{}", frac_part);
- pos = end - dst;
- }
- }
- }
-
- return pos;
+ return decimal_to_string(value, dst, scale, scale_multiplier);
}
T value;
diff --git a/be/src/vec/core/wide_integer.h b/be/src/vec/core/wide_integer.h
index 404b4f7a485..e7902e414a8 100644
--- a/be/src/vec/core/wide_integer.h
+++ b/be/src/vec/core/wide_integer.h
@@ -289,6 +289,12 @@ template <typename Arithmetic, typename Arithmetic2,
class = _only_arithmetic<Arithmetic, Arithmetic2>>
constexpr bool operator!=(const Arithmetic& rhs, const Arithmetic2& lhs);
+template <size_t Bits, typename Signed, size_t Bits2, typename Signed2>
+constexpr auto operator<=>(const integer<Bits, Signed>& lhs, const integer<Bits2, Signed2>& rhs);
+template <typename Arithmetic, typename Arithmetic2,
+ class = _only_arithmetic<Arithmetic, Arithmetic2>>
+constexpr auto operator<=>(const Arithmetic& rhs, const Arithmetic2& lhs);
+
} // namespace wide
// NOLINTEND(*)
diff --git a/be/src/vec/core/wide_integer_impl.h b/be/src/vec/core/wide_integer_impl.h
index 88d1c5233d2..20f0f9d4937 100644
--- a/be/src/vec/core/wide_integer_impl.h
+++ b/be/src/vec/core/wide_integer_impl.h
@@ -1452,6 +1452,18 @@ constexpr bool operator!=(const Arithmetic& lhs, const Arithmetic2& rhs) {
return CT(lhs) != CT(rhs);
}
+template <size_t Bits, typename Signed, size_t Bits2, typename Signed2>
+constexpr auto operator<=>(const integer<Bits, Signed>& lhs, const integer<Bits2, Signed2>& rhs) {
+ return (lhs == rhs ? std::strong_ordering::equal
+ : (lhs > rhs ? std::strong_ordering::greater : std::strong_ordering::less));
+}
+
+template <typename Arithmetic, typename Arithmetic2, class>
+constexpr auto operator<=>(const Arithmetic& rhs, const Arithmetic2& lhs) {
+ return (lhs == rhs ? std::strong_ordering::equal
+ : (lhs > rhs ? std::strong_ordering::greater : std::strong_ordering::less));
+}
+
#undef CT
} // namespace wide
diff --git a/be/src/vec/data_types/data_type_decimal.cpp b/be/src/vec/data_types/data_type_decimal.cpp
index f69d169179b..38c3468c5df 100644
--- a/be/src/vec/data_types/data_type_decimal.cpp
+++ b/be/src/vec/data_types/data_type_decimal.cpp
@@ -51,7 +51,7 @@ std::string DataTypeDecimal<T>::do_get_name() const {
template <typename T>
bool DataTypeDecimal<T>::equals(const IDataType& rhs) const {
if (auto* ptype = typeid_cast<const DataTypeDecimal<T>*>(&rhs)) {
- return scale == ptype->get_scale();
+ return precision == ptype->get_precision() && scale == ptype->get_scale();
}
return false;
}
@@ -219,6 +219,27 @@ Decimal256 DataTypeDecimal<Decimal256>::get_scale_multiplier(UInt32 scale) {
return Decimal256(common::exp10_i256(scale));
}
+template <>
+Decimal32 DataTypeDecimal<Decimal32>::get_max_digits_number(UInt32 digit_count) {
+ return common::max_i32(digit_count);
+}
+template <>
+Decimal64 DataTypeDecimal<Decimal64>::get_max_digits_number(UInt32 digit_count) {
+ return common::max_i64(digit_count);
+}
+template <>
+Decimal128 DataTypeDecimal<Decimal128>::get_max_digits_number(UInt32 digit_count) {
+ return common::max_i128(digit_count);
+}
+template <>
+Decimal128I DataTypeDecimal<Decimal128I>::get_max_digits_number(UInt32 digit_count) {
+ return common::max_i128(digit_count);
+}
+template <>
+Decimal256 DataTypeDecimal<Decimal256>::get_max_digits_number(UInt32 digit_count) {
+ return Decimal256(common::max_i256(digit_count));
+}
+
/// Explicit template instantiations.
template class DataTypeDecimal<Decimal32>;
template class DataTypeDecimal<Decimal64>;
diff --git a/be/src/vec/data_types/data_type_decimal.h b/be/src/vec/data_types/data_type_decimal.h
index c8921c4eba5..74be8f59921 100644
--- a/be/src/vec/data_types/data_type_decimal.h
+++ b/be/src/vec/data_types/data_type_decimal.h
@@ -49,7 +49,9 @@
#include "vec/core/types.h"
#include "vec/data_types/data_type.h"
#include "vec/data_types/data_type_number.h" // IWYU pragma: keep
+#include "vec/data_types/number_traits.h"
#include "vec/data_types/serde/data_type_serde.h"
+#include "vec/utils/template_helpers.hpp"
namespace doris {
class DecimalV2Value;
@@ -294,6 +296,8 @@ public:
static T get_scale_multiplier(UInt32 scale);
+ static T get_max_digits_number(UInt32 digit_count);
+
bool parse_from_string(const std::string& str, T* res) const;
static void check_type_precision(const vectorized::UInt32 precision) {
@@ -404,11 +408,14 @@ template <typename DataType>
constexpr bool IsDataTypeDecimalOrNumber =
IsDataTypeDecimal<DataType> || IsDataTypeNumber<DataType>;
-template <typename FromDataType, typename ToDataType>
+// only for casting between other integral types and decimals
+template <typename FromDataType, typename ToDataType, bool multiply_may_overflow,
+ bool narrow_integral>
requires IsDataTypeDecimal<FromDataType> && IsDataTypeDecimal<ToDataType>
ToDataType::FieldType convert_decimals(const typename FromDataType::FieldType& value,
UInt32 scale_from, UInt32 scale_to,
- UInt8* overflow_flag = nullptr) {
+ const typename ToDataType::FieldType& min_result,
+ const typename ToDataType::FieldType& max_result) {
using FromFieldType = typename FromDataType::FieldType;
using ToFieldType = typename ToDataType::FieldType;
using MaxFieldType =
@@ -420,34 +427,49 @@ ToDataType::FieldType convert_decimals(const typename FromDataType::FieldType& v
FromFieldType, ToFieldType>>;
MaxFieldType converted_value;
+ // from integer to decimal
if (scale_to > scale_from) {
converted_value =
DataTypeDecimal<MaxFieldType>::get_scale_multiplier(scale_to - scale_from);
- if (common::mul_overflow(static_cast<MaxFieldType>(value).value, converted_value.value,
- converted_value.value)) {
- if (overflow_flag) {
- *overflow_flag = 1;
+ if constexpr (multiply_may_overflow) {
+ if (common::mul_overflow(static_cast<MaxFieldType>(value).value, converted_value.value,
+ converted_value.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR, "Arithmetic overflow");
+ } else {
+ if constexpr (narrow_integral) {
+ if (UNLIKELY(converted_value.value > max_result.value ||
+ converted_value.value < min_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
+ }
+ }
+ } else {
+ converted_value *= static_cast<MaxFieldType>(value).value;
+ if constexpr (narrow_integral) {
+ if (UNLIKELY(converted_value.value > max_result.value ||
+ converted_value.value < min_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR, "Arithmetic overflow");
+ }
}
- return converted_value < MaxFieldType() ? type_limit<ToFieldType>::min()
- : type_limit<ToFieldType>::max();
}
} else {
+ // from decimal to integer
converted_value =
static_cast<MaxFieldType>(value) /
DataTypeDecimal<MaxFieldType>::get_scale_multiplier(scale_from - scale_to);
- }
-
- if constexpr (sizeof(FromFieldType) > sizeof(ToFieldType)) {
- if (converted_value < FromFieldType(type_limit<ToFieldType>::min())) {
- if (overflow_flag) {
- *overflow_flag = 1;
+ if (value >= FromFieldType(0)) {
+ if constexpr (narrow_integral) {
+ if (UNLIKELY(converted_value.value > max_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR, "Arithmetic overflow");
+ }
}
- return type_limit<ToFieldType>::min();
- } else if (converted_value > FromFieldType(type_limit<ToFieldType>::max())) {
- if (overflow_flag) {
- *overflow_flag = 1;
+ } else {
+ if constexpr (narrow_integral) {
+ if (UNLIKELY(converted_value.value < min_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR, "Arithmetic overflow");
+ }
}
- return type_limit<ToFieldType>::max();
}
}
@@ -459,8 +481,8 @@ void convert_decimal_cols(
const typename ColumnDecimal<
typename FromDataType::FieldType>::Container::value_type* __restrict vec_from,
typename ColumnDecimal<typename ToDataType::FieldType>::Container::value_type* vec_to,
- const UInt32 scale_from, const UInt32 scale_to, const size_t sz,
- UInt8* overflow_flag = nullptr) {
+ const UInt32 precision_from, const UInt32 scale_from, const UInt32 precision_to,
+ const UInt32 scale_to, const size_t sz) {
using FromFieldType = typename FromDataType::FieldType;
using ToFieldType = typename ToDataType::FieldType;
using MaxFieldType =
@@ -472,60 +494,103 @@ void convert_decimal_cols(
FromFieldType, ToFieldType>>;
using MaxNativeType = typename MaxFieldType::NativeType;
+ auto max_result = DataTypeDecimal<ToFieldType>::get_max_digits_number(precision_to);
+ bool narrow_integral = (precision_to - scale_to) < (precision_from - scale_from);
if (scale_to > scale_from) {
const MaxNativeType multiplier =
DataTypeDecimal<MaxFieldType>::get_scale_multiplier(scale_to - scale_from);
MaxNativeType res;
- for (size_t i = 0; i < sz; i++) {
- if constexpr (std::is_same_v<MaxNativeType, Int128> ||
- std::is_same_v<MaxNativeType, wide::Int256>) {
- if (common::mul_overflow(static_cast<MaxNativeType>(vec_from[i].value), multiplier,
- res)) {
- if (overflow_flag) {
- overflow_flag[i] = 1;
+ auto from_max_digits = NumberTraits::max_ascii_len<typename FromFieldType::NativeType>();
+ auto to_max_digits = NumberTraits::max_ascii_len<typename ToFieldType::NativeType>();
+ bool multiply_may_overflow = (from_max_digits + scale_to - scale_from) > to_max_digits;
+ std::visit(
+ [&](auto multiply_may_overflow, auto narrow_integral) {
+ for (size_t i = 0; i < sz; i++) {
+ if constexpr (multiply_may_overflow) {
+ if (common::mul_overflow(static_cast<MaxNativeType>(vec_from[i].value),
+ multiplier, res)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ } else {
+ if (UNLIKELY(res > max_result.value || res < -max_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ } else {
+ vec_to[i] = ToFieldType(res);
+ }
+ }
+ } else {
+ res = vec_from[i].value * multiplier;
+ if constexpr (narrow_integral) {
+ if (UNLIKELY(res > max_result.value || res < -max_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
+ }
+ vec_to[i] = ToFieldType(res);
+ }
}
- vec_to[i] = res < 0 ? type_limit<ToFieldType>::min()
- : type_limit<ToFieldType>::max();
- } else {
- vec_to[i] = ToFieldType(res);
- }
- } else {
- vec_to[i] = ToFieldType(vec_from[i].value * multiplier);
- }
- }
+ },
+ make_bool_variant(multiply_may_overflow), make_bool_variant(narrow_integral));
+ } else if (scale_to == scale_from) {
+ std::visit(
+ [&](auto narrow_integral) {
+ for (size_t i = 0; i < sz; i++) {
+ if constexpr (narrow_integral) {
+ if (UNLIKELY(vec_from[i].value > max_result.value ||
+ vec_from[i].value < -max_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
+ }
+ vec_to[i] = ToFieldType(vec_from[i].value);
+ }
+ },
+ make_bool_variant(narrow_integral));
} else {
MaxNativeType multiplier =
DataTypeDecimal<MaxFieldType>::get_scale_multiplier(scale_from - scale_to);
- for (size_t i = 0; i < sz; i++) {
- if (vec_from[i] >= FromFieldType(0)) {
- vec_to[i] = ToFieldType((vec_from[i].value + multiplier / 2) / multiplier);
- } else {
- vec_to[i] = ToFieldType((vec_from[i].value - multiplier / 2) / multiplier);
- }
- }
- }
-
- if constexpr (sizeof(FromFieldType) > sizeof(ToFieldType)) {
- for (size_t i = 0; i < sz; i++) {
- if (vec_to[i] < type_limit<ToFieldType>::min()) {
- if (overflow_flag) {
- *overflow_flag = 1;
- }
- vec_to[i] = type_limit<ToFieldType>::min();
- } else if (vec_to[i] > type_limit<ToFieldType>::max()) {
- if (overflow_flag) {
- *overflow_flag = 1;
- }
- vec_to[i] = type_limit<ToFieldType>::min();
- }
- }
+ MaxNativeType res;
+ std::visit(
+ [&](auto narrow_integral) {
+ for (size_t i = 0; i < sz; i++) {
+ if (vec_from[i] >= FromFieldType(0)) {
+ if constexpr (narrow_integral) {
+ res = (vec_from[i].value + multiplier / 2) / multiplier;
+ if (UNLIKELY(res > max_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
+ vec_to[i] = ToFieldType(res);
+ } else {
+ vec_to[i] = ToFieldType((vec_from[i].value + multiplier / 2) /
+ multiplier);
+ }
+ } else {
+ if constexpr (narrow_integral) {
+ res = (vec_from[i].value - multiplier / 2) / multiplier;
+ if (UNLIKELY(res < -max_result.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
+ vec_to[i] = ToFieldType(res);
+ } else {
+ vec_to[i] = ToFieldType((vec_from[i].value - multiplier / 2) /
+ multiplier);
+ }
+ }
+ }
+ },
+ make_bool_variant(narrow_integral));
}
}
-template <typename FromDataType, typename ToDataType>
+template <typename FromDataType, typename ToDataType, bool narrow_integral>
requires IsDataTypeDecimal<FromDataType> && IsDataTypeNumber<ToDataType>
ToDataType::FieldType convert_from_decimal(const typename FromDataType::FieldType& value,
- UInt32 scale) {
+ UInt32 scale,
+ const typename ToDataType::FieldType& min_result,
+ const typename ToDataType::FieldType& max_result) {
using FromFieldType = typename FromDataType::FieldType;
using ToFieldType = typename ToDataType::FieldType;
@@ -537,68 +602,56 @@ ToDataType::FieldType convert_from_decimal(const typename FromDataType::FieldTyp
FromDataType::get_scale_multiplier(scale).value;
}
} else {
- FromFieldType converted_value =
- convert_decimals<FromDataType, FromDataType>(value, scale, 0);
-
- if constexpr (sizeof(FromFieldType) > sizeof(ToFieldType) ||
- !std::numeric_limits<ToFieldType>::is_signed) {
- if (converted_value < FromFieldType(type_limit<ToFieldType>::min())) {
- return FromFieldType(type_limit<ToFieldType>::min());
- }
- if (converted_value > FromFieldType(type_limit<ToFieldType>::max())) {
- return FromFieldType(type_limit<ToFieldType>::max());
- }
- }
- return converted_value;
+ return convert_decimals<FromDataType, FromDataType, false, narrow_integral>(
+ value, scale, 0, FromFieldType(min_result), FromFieldType(max_result));
}
}
-template <typename FromDataType, typename ToDataType>
+template <typename FromDataType, typename ToDataType, bool multiply_may_overflow,
+ bool narrow_integral>
requires IsDataTypeNumber<FromDataType> && IsDataTypeDecimal<ToDataType>
ToDataType::FieldType convert_to_decimal(const typename FromDataType::FieldType& value,
- UInt32 scale, UInt8* overflow_flag) {
+ UInt32 from_scale, UInt32 to_scale,
+ const typename ToDataType::FieldType& min_result,
+ const typename ToDataType::FieldType& max_result) {
using FromFieldType = typename FromDataType::FieldType;
- using ToFieldType = typename ToDataType::FieldType;
if constexpr (std::is_floating_point_v<FromFieldType>) {
if (!std::isfinite(value)) {
- if (overflow_flag) {
- *overflow_flag = 1;
- }
VLOG_DEBUG << "Decimal convert overflow. Cannot convert infinity or NaN to decimal";
- return value < 0 ? type_limit<ToFieldType>::min() : type_limit<ToFieldType>::max();
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR, "Arithmetic overflow");
}
FromFieldType out;
- out = value * ToDataType::get_scale_multiplier(scale);
- if (out <= static_cast<FromFieldType>(type_limit<ToFieldType>::min())) {
- if (overflow_flag) {
- *overflow_flag = 1;
- }
- return type_limit<ToFieldType>::min();
- }
- if (out >= static_cast<FromFieldType>(type_limit<ToFieldType>::max())) {
- if (overflow_flag) {
- *overflow_flag = 1;
- }
+ out = value * ToDataType::get_scale_multiplier(to_scale);
+ if (out <= static_cast<FromFieldType>(-max_result) ||
+ out >= static_cast<FromFieldType>(max_result)) {
VLOG_DEBUG << "Decimal convert overflow. Float is out of Decimal range";
- return type_limit<ToFieldType>::max();
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR, "Arithmetic overflow");
}
return typename ToDataType::FieldType(out);
} else {
if constexpr (std::is_same_v<FromFieldType, UInt64>) {
if (value > static_cast<UInt64>(std::numeric_limits<Int64>::max())) {
- return convert_decimals<DataTypeDecimal<Decimal128>, ToDataType>(value, 0, scale);
+ return convert_decimals<DataTypeDecimal<Decimal128>, ToDataType,
+ multiply_may_overflow, narrow_integral>(
+ value, from_scale, to_scale, min_result, max_result);
}
}
if constexpr (std::is_same_v<FromFieldType, Int128>) {
- return convert_decimals<DataTypeDecimal<Decimal128>, ToDataType>(value, 0, scale);
+ return convert_decimals<DataTypeDecimal<Decimal128>, ToDataType, multiply_may_overflow,
+ narrow_integral>(value, from_scale, to_scale, min_result,
+ max_result);
}
if constexpr (std::is_same_v<FromFieldType, wide::Int256>) {
- return convert_decimals<DataTypeDecimal<Decimal256>, ToDataType>(value, 0, scale);
+ return convert_decimals<DataTypeDecimal<Decimal256>, ToDataType, multiply_may_overflow,
+ narrow_integral>(value, from_scale, to_scale, min_result,
+ max_result);
}
- return convert_decimals<DataTypeDecimal<Decimal64>, ToDataType>(value, 0, scale);
+ return convert_decimals<DataTypeDecimal<Decimal64>, ToDataType, multiply_may_overflow,
+ narrow_integral>(value, from_scale, to_scale, min_result,
+ max_result);
}
}
diff --git a/be/src/vec/data_types/number_traits.h b/be/src/vec/data_types/number_traits.h
index 2d05d65681f..0990208c4c3 100644
--- a/be/src/vec/data_types/number_traits.h
+++ b/be/src/vec/data_types/number_traits.h
@@ -216,6 +216,63 @@ struct BinaryOperatorTraits {
using ArrayNull = PaddedPODArray<UInt8>;
};
+template <typename T>
+/// Returns the maximum ascii string length for this type.
+/// e.g. the max/min int8_t has 3 characters.
+int max_ascii_len() {
+ LOG(FATAL) << "Not implemented.";
+ return 0;
+}
+
+template <>
+inline int max_ascii_len<uint8_t>() {
+ return 3;
+}
+
+template <>
+inline int max_ascii_len<uint16_t>() {
+ return 5;
+}
+
+template <>
+inline int max_ascii_len<uint32_t>() {
+ return 10;
+}
+
+template <>
+inline int max_ascii_len<uint64_t>() {
+ return 20;
+}
+
+template <>
+inline int max_ascii_len<int8_t>() {
+ return 3;
+}
+
+template <>
+inline int max_ascii_len<int16_t>() {
+ return 5;
+}
+
+template <>
+inline int max_ascii_len<int32_t>() {
+ return 10;
+}
+
+template <>
+inline int max_ascii_len<int64_t>() {
+ return 19;
+}
+
+template <>
+inline int max_ascii_len<__int128>() {
+ return 39;
+}
+
+template <>
+inline int max_ascii_len<wide::Int256>() {
+ return 77;
+}
} // namespace NumberTraits
} // namespace doris::vectorized
diff --git a/be/src/vec/functions/function_binary_arithmetic.h b/be/src/vec/functions/function_binary_arithmetic.h
index 911704718fb..ab89c3f8543 100644
--- a/be/src/vec/functions/function_binary_arithmetic.h
+++ b/be/src/vec/functions/function_binary_arithmetic.h
@@ -22,6 +22,8 @@
#include <type_traits>
+#include "common/exception.h"
+#include "common/status.h"
#include "runtime/decimalv2_value.h"
#include "udf/udf.h"
#include "vec/columns/column_const.h"
@@ -30,12 +32,14 @@
#include "vec/columns/column_vector.h"
#include "vec/common/arithmetic_overflow.h"
#include "vec/core/types.h"
+#include "vec/core/wide_integer.h"
#include "vec/data_types/data_type_decimal.h"
#include "vec/data_types/data_type_nullable.h"
#include "vec/data_types/data_type_number.h"
#include "vec/data_types/number_traits.h"
#include "vec/functions/cast_type_to_either.h"
#include "vec/functions/function.h"
+#include "vec/utils/template_helpers.hpp"
namespace doris::vectorized {
@@ -220,10 +224,12 @@ struct BinaryOperationImpl {
/// +|- scale one of args (which scale factor is not 1). ScaleR = oneof(Scale1, Scale2);
/// * no agrs scale. ScaleR = Scale1 + Scale2;
/// / first arg scale. ScaleR = Scale1 (scale_a = DecimalType<B>::get_scale()).
-template <typename A, typename B, template <typename, typename> typename Operation,
- typename ResultType, bool is_to_null_type, bool return_nullable_type,
- bool check_overflow = true>
+template <typename LeftDataType, typename RightDataType,
+ template <typename, typename> typename Operation, typename ResultType,
+ bool is_to_null_type, bool check_overflow>
struct DecimalBinaryOperation {
+ using A = typename LeftDataType::FieldType;
+ using B = typename RightDataType::FieldType;
using OpTraits = OperationTraits<Operation, A, B>;
using NativeResultType = typename NativeType<ResultType>::Type;
@@ -232,16 +238,26 @@ struct DecimalBinaryOperation {
using Traits = NumberTraits::BinaryOperatorTraits<A, B>;
using ArrayC = typename ColumnDecimal<ResultType>::Container;
+private:
static void vector_vector(const typename Traits::ArrayA::value_type* __restrict a,
const typename Traits::ArrayB::value_type* __restrict b,
- typename ArrayC::value_type* c, size_t size) {
+ typename ArrayC::value_type* c, size_t size,
+ const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier) {
+ // TODO: handle overflow of decimalv2
if constexpr (OpTraits::is_multiply && IsDecimalV2<A> && IsDecimalV2<B> &&
IsDecimalV2<ResultType>) {
Op::vector_vector(a, b, c, size);
} else {
- for (size_t i = 0; i < size; i++) {
- c[i] = typename ArrayC::value_type(apply(a[i], b[i]));
- }
+ bool need_adjust_scale = scale_diff_multiplier.value > 1;
+ std::visit(
+ [&](auto need_adjust_scale) {
+ for (size_t i = 0; i < size; i++) {
+ c[i] = typename ArrayC::value_type(apply<need_adjust_scale>(
+ a[i], b[i], max_result_number, scale_diff_multiplier));
+ }
+ },
+ make_bool_variant(need_adjust_scale));
}
}
@@ -280,18 +296,27 @@ struct DecimalBinaryOperation {
}
static void vector_constant(const typename Traits::ArrayA::value_type* __restrict a, B b,
- typename ArrayC::value_type* c, size_t size) {
+ typename ArrayC::value_type* c, size_t size,
+ const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier) {
if constexpr (OpTraits::is_division && IsDecimalNumber<B>) {
for (size_t i = 0; i < size; ++i) {
- c[i] = typename ArrayC::value_type(apply_scaled_div(a[i], b));
+ // code never executed????
+ c[i] = typename ArrayC::value_type(apply_scaled_div(a[i], b, a));
}
return;
}
/// default: use it if no return before
- for (size_t i = 0; i < size; ++i) {
- c[i] = typename ArrayC::value_type(apply(a[i], b));
- }
+ bool need_adjust_scale = scale_diff_multiplier.value > 1;
+ std::visit(
+ [&](auto need_adjust_scale) {
+ for (size_t i = 0; i < size; ++i) {
+ c[i] = typename ArrayC::value_type(apply<need_adjust_scale>(
+ a[i], b, max_result_number, scale_diff_multiplier));
+ }
+ },
+ make_bool_variant(need_adjust_scale));
}
static void vector_constant(const typename Traits::ArrayA::value_type* __restrict a, B b,
@@ -313,7 +338,9 @@ struct DecimalBinaryOperation {
}
static void constant_vector(A a, const typename Traits::ArrayB::value_type* __restrict b,
- typename ArrayC::value_type* c, size_t size) {
+ typename ArrayC::value_type* c, size_t size,
+ const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier) {
if constexpr (IsDecimalV2<A> || IsDecimalV2<B>) {
DecimalV2Value da(a);
for (size_t i = 0; i < size; ++i) {
@@ -321,9 +348,15 @@ struct DecimalBinaryOperation {
Op::template apply(da, DecimalV2Value(b[i])).value());
}
} else {
- for (size_t i = 0; i < size; ++i) {
- c[i] = typename ArrayC::value_type(apply(a, b[i]));
- }
+ bool need_adjust_scale = scale_diff_multiplier.value > 1;
+ std::visit(
+ [&](auto need_adjust_scale) {
+ for (size_t i = 0; i < size; ++i) {
+ c[i] = typename ArrayC::value_type(apply<need_adjust_scale>(
+ a, b[i], max_result_number, scale_diff_multiplier));
+ }
+ },
+ make_bool_variant(need_adjust_scale));
}
}
@@ -345,7 +378,10 @@ struct DecimalBinaryOperation {
}
}
- static ResultType constant_constant(A a, B b) { return ResultType(apply(a, b)); }
+ static ResultType constant_constant(A a, B b, const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier) {
+ return ResultType(apply<true>(a, b, max_result_number, scale_diff_multiplier));
+ }
static ResultType constant_constant(A a, B b, UInt8& is_null) {
if constexpr (OpTraits::is_division && IsDecimalNumber<B>) {
@@ -364,26 +400,32 @@ struct DecimalBinaryOperation {
}
}
- static ColumnPtr adapt_decimal_constant_constant(A a, B b, DataTypePtr res_data_type) {
+public:
+ static ColumnPtr adapt_decimal_constant_constant(A a, B b, const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier,
+ DataTypePtr res_data_type) {
auto column_result = ColumnDecimal<ResultType>::create(
1, assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type).get_scale());
- if constexpr (return_nullable_type && !is_to_null_type &&
+ if constexpr (check_overflow && !is_to_null_type &&
((!OpTraits::is_multiply && !OpTraits::is_plus_minus) || IsDecimalV2<A> ||
IsDecimalV2<B>)) {
LOG(FATAL) << "Invalid function type!";
return column_result;
- } else if constexpr (return_nullable_type || is_to_null_type) {
+ } else if constexpr (is_to_null_type) {
auto null_map = ColumnUInt8::create(1, 0);
column_result->get_element(0) = constant_constant(a, b, null_map->get_element(0));
return ColumnNullable::create(std::move(column_result), std::move(null_map));
} else {
- column_result->get_element(0) = constant_constant(a, b);
+ column_result->get_element(0) =
+ constant_constant(a, b, max_result_number, scale_diff_multiplier);
return column_result;
}
}
static ColumnPtr adapt_decimal_vector_constant(ColumnPtr column_left, B b,
+ const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier,
DataTypePtr res_data_type) {
auto column_left_ptr = check_and_get_column<typename Traits::ColumnVectorA>(column_left);
auto column_result = ColumnDecimal<ResultType>::create(
@@ -391,24 +433,26 @@ struct DecimalBinaryOperation {
assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type).get_scale());
DCHECK(column_left_ptr != nullptr);
- if constexpr (return_nullable_type && !is_to_null_type &&
+ if constexpr (check_overflow && !is_to_null_type &&
((!OpTraits::is_multiply && !OpTraits::is_plus_minus) || IsDecimalV2<A> ||
IsDecimalV2<B>)) {
LOG(FATAL) << "Invalid function type!";
return column_result;
- } else if constexpr (return_nullable_type || is_to_null_type) {
+ } else if constexpr (is_to_null_type) {
auto null_map = ColumnUInt8::create(column_left->size(), 0);
vector_constant(column_left_ptr->get_data().data(), b, column_result->get_data().data(),
null_map->get_data(), column_left->size());
return ColumnNullable::create(std::move(column_result), std::move(null_map));
} else {
vector_constant(column_left_ptr->get_data().data(), b, column_result->get_data().data(),
- column_left->size());
+ column_left->size(), max_result_number, scale_diff_multiplier);
return column_result;
}
}
static ColumnPtr adapt_decimal_constant_vector(A a, ColumnPtr column_right,
+ const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier,
DataTypePtr res_data_type) {
auto column_right_ptr = check_and_get_column<typename Traits::ColumnVectorB>(column_right);
auto column_result = ColumnDecimal<ResultType>::create(
@@ -416,12 +460,12 @@ struct DecimalBinaryOperation {
assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type).get_scale());
DCHECK(column_right_ptr != nullptr);
- if constexpr (return_nullable_type && !is_to_null_type &&
+ if constexpr (check_overflow && !is_to_null_type &&
((!OpTraits::is_multiply && !OpTraits::is_plus_minus) || IsDecimalV2<A> ||
IsDecimalV2<B>)) {
LOG(FATAL) << "Invalid function type!";
return column_result;
- } else if constexpr (return_nullable_type || is_to_null_type) {
+ } else if constexpr (is_to_null_type) {
auto null_map = ColumnUInt8::create(column_right->size(), 0);
constant_vector(a, column_right_ptr->get_data().data(),
column_result->get_data().data(), null_map->get_data(),
@@ -429,27 +473,30 @@ struct DecimalBinaryOperation {
return ColumnNullable::create(std::move(column_result), std::move(null_map));
} else {
constant_vector(a, column_right_ptr->get_data().data(),
- column_result->get_data().data(), column_right->size());
+ column_result->get_data().data(), column_right->size(),
+ max_result_number, scale_diff_multiplier);
return column_result;
}
}
static ColumnPtr adapt_decimal_vector_vector(ColumnPtr column_left, ColumnPtr column_right,
+ const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier,
DataTypePtr res_data_type) {
auto column_left_ptr = check_and_get_column<typename Traits::ColumnVectorA>(column_left);
auto column_right_ptr = check_and_get_column<typename Traits::ColumnVectorB>(column_right);
- auto column_result = ColumnDecimal<ResultType>::create(
- column_left->size(),
- assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type).get_scale());
+ const auto& type_result = assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type);
+ auto column_result =
+ ColumnDecimal<ResultType>::create(column_left->size(), type_result.get_scale());
DCHECK(column_left_ptr != nullptr && column_right_ptr != nullptr);
- if constexpr (return_nullable_type && !is_to_null_type &&
+ if constexpr (check_overflow && !is_to_null_type &&
((!OpTraits::is_multiply && !OpTraits::is_plus_minus) || IsDecimalV2<A> ||
IsDecimalV2<B>)) {
LOG(FATAL) << "Invalid function type!";
return column_result;
- } else if constexpr (return_nullable_type || is_to_null_type) {
+ } else if constexpr (is_to_null_type) {
auto null_map = ColumnUInt8::create(column_result->size(), 0);
vector_vector(column_left_ptr->get_data().data(), column_right_ptr->get_data().data(),
column_result->get_data().data(), null_map->get_data(),
@@ -457,28 +504,84 @@ struct DecimalBinaryOperation {
return ColumnNullable::create(std::move(column_result), std::move(null_map));
} else {
vector_vector(column_left_ptr->get_data().data(), column_right_ptr->get_data().data(),
- column_result->get_data().data(), column_left->size());
+ column_result->get_data().data(), column_left->size(), max_result_number,
+ scale_diff_multiplier);
return column_result;
}
}
private:
/// there's implicit type conversion here
- static ALWAYS_INLINE NativeResultType apply(NativeResultType a, NativeResultType b) {
+ template <bool need_adjust_scale>
+ static ALWAYS_INLINE NativeResultType apply(NativeResultType a, NativeResultType b,
+ const ResultType& max_result_number,
+ const ResultType& scale_diff_multiplier) {
+ // TODO: handle overflow of decimalv2
if constexpr (IsDecimalV2<B> || IsDecimalV2<A>) {
// Now, Doris only support decimal +-*/ decimal.
// overflow in consider in operator
return Op::template apply(DecimalV2Value(a), DecimalV2Value(b)).value();
} else {
+ NativeResultType res;
if constexpr (OpTraits::can_overflow && check_overflow) {
- NativeResultType res;
// TODO handle overflow gracefully
- if (Op::template apply<NativeResultType>(a, b, res)) {
- res = type_limit<ResultType>::max().value;
+ if (UNLIKELY(Op::template apply<NativeResultType>(a, b, res))) {
+ if constexpr (OpTraits::is_plus_minus) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
+ // multiply
+ if constexpr (std::is_same_v<NativeResultType, __int128>) {
+ wide::Int256 res256 = Op::template apply<wide::Int256>(a, b);
+ if constexpr (OpTraits::is_multiply && need_adjust_scale) {
+ if (res256 > 0) {
+ res256 = (res256 + scale_diff_multiplier.value / 2) /
+ scale_diff_multiplier.value;
+
+ } else {
+ res256 = (res256 - scale_diff_multiplier.value / 2) /
+ scale_diff_multiplier.value;
+ }
+ }
+ // check if final result is overflow
+ if (res256 > wide::Int256(max_result_number.value) ||
+ res256 < wide::Int256(-max_result_number.value)) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ } else {
+ res = res256;
+ }
+ } else {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
+ } else {
+ // round to final result precision
+ if constexpr (OpTraits::is_multiply && need_adjust_scale) {
+ if (res >= 0) {
+ res = (res + scale_diff_multiplier.value / 2) /
+ scale_diff_multiplier.value;
+ } else {
+ res = (res - scale_diff_multiplier.value / 2) /
+ scale_diff_multiplier.value;
+ }
+ }
+ if (res > max_result_number.value || res < -max_result_number.value) {
+ throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
+ "Arithmetic overflow");
+ }
}
return res;
} else {
- return Op::template apply<NativeResultType>(a, b);
+ res = Op::template apply<NativeResultType>(a, b);
+ if constexpr (OpTraits::is_multiply && need_adjust_scale) {
+ if (res >= 0) {
+ res = (res + scale_diff_multiplier.value / 2) / scale_diff_multiplier.value;
+ } else {
+ res = (res - scale_diff_multiplier.value / 2) / scale_diff_multiplier.value;
+ }
+ }
+ return res;
}
}
}
@@ -611,20 +714,20 @@ struct BinaryOperationTraits {
template <typename LeftDataType, typename RightDataType, typename ExpectedResultDataType,
template <typename, typename> class Operation, bool is_to_null_type,
- bool return_nullable_type>
+ bool check_overflow_for_decimal>
struct ConstOrVectorAdapter {
static constexpr bool result_is_decimal =
IsDataTypeDecimal<LeftDataType> || IsDataTypeDecimal<RightDataType>;
-
using ResultDataType = ExpectedResultDataType;
using ResultType = typename ResultDataType::FieldType;
using A = typename LeftDataType::FieldType;
using B = typename RightDataType::FieldType;
+ using OpTraits = OperationTraits<Operation, A, B>;
using OperationImpl = std::conditional_t<
IsDataTypeDecimal<ResultDataType>,
- DecimalBinaryOperation<A, B, Operation, ResultType, is_to_null_type,
- return_nullable_type>,
+ DecimalBinaryOperation<LeftDataType, RightDataType, Operation, ResultType,
+ is_to_null_type, check_overflow_for_decimal>,
BinaryOperationImpl<A, B, Operation<A, B>, is_to_null_type, ResultType>>;
static ColumnPtr execute(ColumnPtr column_left, ColumnPtr column_right,
@@ -646,6 +749,25 @@ struct ConstOrVectorAdapter {
}
private:
+ // for multiply, e1: {p1, s1}, e2: {p2, s2}, the original result precision
+ // is {p1 + p2, s1 + s2}, but if the precision or scale is overflow, FE will adjust
+ // the result precsion and scale to the values specified in type_result, so
+ // we need to adjust the multiply result accordingly.
+ static std::pair<ResultType, ResultType> get_max_and_multiplier(
+ const LeftDataType& type_left, const RightDataType& type_right,
+ const DataTypeDecimal<ResultType>& type_result) {
+ auto max_result_number =
+ DataTypeDecimal<ResultType>::get_max_digits_number(type_result.get_precision());
+
+ auto orig_result_scale = type_left.get_scale() + type_right.get_scale();
+ auto result_scale = type_result.get_scale();
+ DCHECK(orig_result_scale >= result_scale);
+ auto scale_diff_multiplier =
+ DataTypeDecimal<ResultType>::get_scale_multiplier(orig_result_scale - result_scale)
+ .value;
+ return {ResultType(max_result_number), ResultType(scale_diff_multiplier)};
+ }
+
static ColumnPtr constant_constant(ColumnPtr column_left, ColumnPtr column_right,
const LeftDataType& type_left,
const RightDataType& type_right, DataTypePtr res_data_type) {
@@ -656,9 +778,14 @@ private:
ColumnPtr column_result = nullptr;
if constexpr (result_is_decimal) {
+ const auto& type_result =
+ assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type);
+ auto max_and_multiplier = get_max_and_multiplier(type_left, type_right, type_result);
+
column_result = OperationImpl::adapt_decimal_constant_constant(
column_left_ptr->template get_value<A>(),
- column_right_ptr->template get_value<B>(), res_data_type);
+ column_right_ptr->template get_value<B>(), max_and_multiplier.first,
+ max_and_multiplier.second, res_data_type);
} else {
column_result = OperationImpl::adapt_normal_constant_constant(
@@ -676,9 +803,12 @@ private:
DCHECK(column_right_ptr != nullptr);
if constexpr (result_is_decimal) {
+ const auto& type_result =
+ assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type);
+ auto max_and_multiplier = get_max_and_multiplier(type_left, type_right, type_result);
return OperationImpl::adapt_decimal_vector_constant(
column_left->get_ptr(), column_right_ptr->template get_value<B>(),
- res_data_type);
+ max_and_multiplier.first, max_and_multiplier.second, res_data_type);
} else {
return OperationImpl::adapt_normal_vector_constant(
column_left->get_ptr(), column_right_ptr->template get_value<B>());
@@ -692,9 +822,12 @@ private:
DCHECK(column_left_ptr != nullptr);
if constexpr (result_is_decimal) {
+ const auto& type_result =
+ assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type);
+ auto max_and_multiplier = get_max_and_multiplier(type_left, type_right, type_result);
return OperationImpl::adapt_decimal_constant_vector(
column_left_ptr->template get_value<A>(), column_right->get_ptr(),
- res_data_type);
+ max_and_multiplier.first, max_and_multiplier.second, res_data_type);
} else {
return OperationImpl::adapt_normal_constant_vector(
column_left_ptr->template get_value<A>(), column_right->get_ptr());
@@ -705,8 +838,12 @@ private:
const LeftDataType& type_left, const RightDataType& type_right,
DataTypePtr res_data_type) {
if constexpr (result_is_decimal) {
+ const auto& type_result =
+ assert_cast<const DataTypeDecimal<ResultType>&>(*res_data_type);
+ auto max_and_multiplier = get_max_and_multiplier(type_left, type_right, type_result);
return OperationImpl::adapt_decimal_vector_vector(
- column_left->get_ptr(), column_right->get_ptr(), res_data_type);
+ column_left->get_ptr(), column_right->get_ptr(), max_and_multiplier.first,
+ max_and_multiplier.second, res_data_type);
} else {
return OperationImpl::adapt_normal_vector_vector(column_left->get_ptr(),
column_right->get_ptr());
@@ -818,12 +955,12 @@ public:
right_generic =
static_cast<const DataTypeNullable*>(right_generic)->get_nested_type().get();
}
- bool result_is_nullable = context->check_overflow_for_decimal();
if (result_generic->is_nullable()) {
result_generic =
static_cast<const DataTypeNullable*>(result_generic)->get_nested_type().get();
}
+ bool check_overflow_for_decimal = context->check_overflow_for_decimal();
bool valid = cast_both_types(
left_generic, right_generic, result_generic,
[&](const auto& left, const auto& right, const auto& res) {
@@ -840,7 +977,7 @@ public:
ResultDataType>)&&(IsDataTypeDecimal<ExpectedResultDataType> ==
(IsDataTypeDecimal<LeftDataType> ||
IsDataTypeDecimal<RightDataType>))) {
- if (result_is_nullable) {
+ if (check_overflow_for_decimal) {
auto column_result = ConstOrVectorAdapter<
LeftDataType, RightDataType,
std::conditional_t<IsDataTypeDecimal<ExpectedResultDataType>,
diff --git a/be/src/vec/functions/function_cast.h b/be/src/vec/functions/function_cast.h
index 562fd7a1f66..f80cf30d0da 100644
--- a/be/src/vec/functions/function_cast.h
+++ b/be/src/vec/functions/function_cast.h
@@ -45,6 +45,7 @@
#include "common/compiler_util.h" // IWYU pragma: keep
#include "common/status.h"
#include "runtime/runtime_state.h"
+#include "runtime/type_limit.h"
#include "udf/udf.h"
#include "util/jsonb_document.h"
#include "util/jsonb_stream.h"
@@ -277,13 +278,47 @@ struct ConvertImpl {
if (const ColVecFrom* col_from =
check_and_get_column<ColVecFrom>(named_from.column.get())) {
typename ColVecTo::MutablePtr col_to = nullptr;
+ UInt32 from_precision = 0;
+ UInt32 from_scale = 0;
+
+ if constexpr (IsDataTypeDecimal<FromDataType>) {
+ const auto& from_decimal_type = assert_cast<const FromDataType&>(*named_from.type);
+ from_precision = from_decimal_type.get_precision();
+ from_scale = from_decimal_type.get_scale();
+ }
+ if constexpr (std::is_integral_v<FromFieldType>) {
+ from_precision = NumberTraits::max_ascii_len<FromFieldType>();
+ }
+
+ UInt32 to_max_digits = 0;
+ UInt32 to_precision = 0;
+ UInt32 to_scale = 0;
+
+ ToFieldType max_result {0};
+ ToFieldType min_result {0};
if constexpr (IsDataTypeDecimal<ToDataType>) {
- UInt32 scale = ((PrecisionScaleArg)additions).scale;
- ToDataType::check_type_scale(scale);
- col_to = ColVecTo::create(0, scale);
+ to_max_digits = NumberTraits::max_ascii_len<typename ToFieldType::NativeType>();
+
+ to_precision = ((PrecisionScaleArg)additions).precision;
+ ToDataType::check_type_precision(to_precision);
+
+ to_scale = ((PrecisionScaleArg)additions).scale;
+ ToDataType::check_type_scale(to_scale);
+ col_to = ColVecTo::create(0, to_scale);
+
+ max_result = ToDataType::get_max_digits_number(to_precision);
+ min_result = -max_result;
} else {
col_to = ColVecTo::create();
}
+ if constexpr (IsDataTypeNumber<ToDataType>) {
+ max_result = type_limit<ToFieldType>::max();
+ min_result = type_limit<ToFieldType>::min();
+ }
+ if constexpr (std::is_integral_v<ToFieldType>) {
+ to_max_digits = NumberTraits::max_ascii_len<ToFieldType>();
+ to_precision = to_max_digits;
+ }
const auto& vec_from = col_from->get_data();
auto& vec_to = col_to->get_data();
@@ -291,67 +326,73 @@ struct ConvertImpl {
vec_to.resize(size);
if constexpr (IsDataTypeDecimal<FromDataType> || IsDataTypeDecimal<ToDataType>) {
- ColumnUInt8::MutablePtr col_null_map_to = nullptr;
- UInt8* vec_null_map_to = nullptr;
- if (check_overflow) {
- col_null_map_to = ColumnUInt8::create(size, 0);
- vec_null_map_to = col_null_map_to->get_data().data();
+ bool narrow_integral = (to_precision - to_scale) < (from_precision - from_scale);
+
+ bool multiply_may_overflow = false;
+ if (to_scale > from_scale) {
+ multiply_may_overflow =
+ (from_precision + to_scale - from_scale) > to_max_digits;
}
+
if constexpr (IsDataTypeDecimal<FromDataType> && IsDataTypeDecimal<ToDataType>) {
convert_decimal_cols<FromDataType, ToDataType>(
- vec_from.data(), vec_to.data(), vec_from.get_scale(),
- vec_to.get_scale(), vec_from.size(), vec_null_map_to);
+ vec_from.data(), vec_to.data(), from_precision, vec_from.get_scale(),
+ to_precision, vec_to.get_scale(), vec_from.size());
} else {
- for (size_t i = 0; i < size; ++i) {
- if constexpr (IsDataTypeDecimal<FromDataType> &&
- IsDataTypeDecimal<ToDataType>) {
- vec_to[i] = convert_decimals<FromDataType, ToDataType>(
- vec_from[i], vec_from.get_scale(), vec_to.get_scale(),
- vec_null_map_to ? &vec_null_map_to[i] : vec_null_map_to);
- } else if constexpr (IsDataTypeDecimal<FromDataType> &&
- IsDataTypeNumber<ToDataType>) {
- vec_to[i] = convert_from_decimal<FromDataType, ToDataType>(
- vec_from[i], vec_from.get_scale());
- } else if constexpr (IsDataTypeNumber<FromDataType> &&
- IsDataTypeDecimal<ToDataType>) {
- vec_to[i] = convert_to_decimal<FromDataType, ToDataType>(
- vec_from[i], vec_to.get_scale(),
- vec_null_map_to ? &vec_null_map_to[i] : vec_null_map_to);
- } else if constexpr (IsTimeType<FromDataType> &&
- IsDataTypeDecimal<ToDataType>) {
- vec_to[i] = convert_to_decimal<DataTypeInt64, ToDataType>(
- reinterpret_cast<const VecDateTimeValue&>(vec_from[i])
- .to_int64(),
- vec_to.get_scale(),
- vec_null_map_to ? &vec_null_map_to[i] : vec_null_map_to);
- } else if constexpr (IsDateV2Type<FromDataType> &&
- IsDataTypeDecimal<ToDataType>) {
- vec_to[i] = convert_to_decimal<DataTypeUInt32, ToDataType>(
- reinterpret_cast<const DateV2Value<DateV2ValueType>&>(
- vec_from[i])
- .to_date_int_val(),
- vec_to.get_scale(),
- vec_null_map_to ? &vec_null_map_to[i] : vec_null_map_to);
- } else if constexpr (IsDateTimeV2Type<FromDataType> &&
- IsDataTypeDecimal<ToDataType>) {
- // TODO: should we consider the scale of datetimev2?
- vec_to[i] = convert_to_decimal<DataTypeUInt64, ToDataType>(
- reinterpret_cast<const DateV2Value<DateTimeV2ValueType>&>(
- vec_from[i])
- .to_date_int_val(),
- vec_to.get_scale(),
- vec_null_map_to ? &vec_null_map_to[i] : vec_null_map_to);
- }
- }
+ std::visit(
+ [&](auto multiply_may_overflow, auto narrow_integral) {
+ for (size_t i = 0; i < size; ++i) {
+ if constexpr (IsDataTypeDecimal<FromDataType> &&
+ IsDataTypeNumber<ToDataType>) {
+ vec_to[i] = convert_from_decimal<FromDataType, ToDataType,
+ narrow_integral>(
+ vec_from[i], vec_from.get_scale(), min_result,
+ max_result);
+ } else if constexpr (IsDataTypeNumber<FromDataType> &&
+ IsDataTypeDecimal<ToDataType>) {
+ vec_to[i] = convert_to_decimal<FromDataType, ToDataType,
+ multiply_may_overflow,
+ narrow_integral>(
+ vec_from[i], from_scale, to_scale, min_result,
+ max_result);
+ } else if constexpr (IsTimeType<FromDataType> &&
+ IsDataTypeDecimal<ToDataType>) {
+ vec_to[i] = convert_to_decimal<DataTypeInt64, ToDataType,
+ multiply_may_overflow,
+ narrow_integral>(
+ reinterpret_cast<const VecDateTimeValue&>(
+ vec_from[i])
+ .to_int64(),
+ from_scale, to_scale, min_result, max_result);
+ } else if constexpr (IsDateV2Type<FromDataType> &&
+ IsDataTypeDecimal<ToDataType>) {
+ vec_to[i] = convert_to_decimal<DataTypeUInt32, ToDataType,
+ multiply_may_overflow,
+ narrow_integral>(
+ reinterpret_cast<
+ const DateV2Value<DateV2ValueType>&>(
+ vec_from[i])
+ .to_date_int_val(),
+ from_scale, to_scale, min_result, max_result);
+ } else if constexpr (IsDateTimeV2Type<FromDataType> &&
+ IsDataTypeDecimal<ToDataType>) {
+ // TODO: should we consider the scale of datetimev2?
+ vec_to[i] = convert_to_decimal<DataTypeUInt64, ToDataType,
+ multiply_may_overflow,
+ narrow_integral>(
+ reinterpret_cast<
+ const DateV2Value<DateTimeV2ValueType>&>(
+ vec_from[i])
+ .to_date_int_val(),
+ from_scale, to_scale, min_result, max_result);
+ }
+ }
+ },
+ make_bool_variant(multiply_may_overflow),
+ make_bool_variant(narrow_integral));
}
- if (check_overflow) {
- block.replace_by_position(
- result,
- ColumnNullable::create(std::move(col_to), std::move(col_null_map_to)));
- } else {
- block.replace_by_position(result, std::move(col_to));
- }
+ block.replace_by_position(result, std::move(col_to));
return Status::OK();
} else if constexpr (IsTimeType<FromDataType>) {
@@ -496,23 +537,40 @@ struct ConvertImplToTimeType {
col_null_map_to = ColumnUInt8::create(size);
auto& vec_null_map_to = col_null_map_to->get_data();
- for (size_t i = 0; i < size; ++i) {
- auto& date_value = reinterpret_cast<DateValueType&>(vec_to[i]);
- if constexpr (IsDecimalNumber<FromFieldType>) {
- // TODO: should we consider the scale of datetimev2?
- vec_null_map_to[i] = !date_value.from_date_int64(
- convert_from_decimal<FromDataType, DataTypeInt64>(
- vec_from[i], vec_from.get_scale()));
- } else {
- vec_null_map_to[i] = !date_value.from_date_int64(vec_from[i]);
- }
- // DateType of VecDateTimeValue should cast to date
- if constexpr (IsDateType<ToDataType>) {
- date_value.cast_to_date();
- } else if constexpr (IsDateTimeType<ToDataType>) {
- date_value.to_datetime();
- }
+ UInt32 from_precision = 0;
+ UInt32 from_scale = 0;
+ UInt32 to_precision = NumberTraits::max_ascii_len<Int64>();
+ if constexpr (IsDecimalNumber<FromFieldType>) {
+ const auto& from_decimal_type = assert_cast<const FromDataType&>(*named_from.type);
+ from_precision = from_decimal_type.get_precision();
+ from_scale = from_decimal_type.get_scale();
}
+ bool narrow_integral = to_precision < (from_precision - from_scale);
+ auto max_result = type_limit<DataTypeInt64::FieldType>::max();
+ auto min_result = type_limit<DataTypeInt64::FieldType>::min();
+ std::visit(
+ [&](auto narrow_integral) {
+ for (size_t i = 0; i < size; ++i) {
+ auto& date_value = reinterpret_cast<DateValueType&>(vec_to[i]);
+ if constexpr (IsDecimalNumber<FromFieldType>) {
+ // TODO: should we consider the scale of datetimev2?
+ vec_null_map_to[i] = !date_value.from_date_int64(
+ convert_from_decimal<FromDataType, DataTypeInt64,
+ narrow_integral>(
+ vec_from[i], vec_from.get_scale(), min_result,
+ max_result));
+ } else {
+ vec_null_map_to[i] = !date_value.from_date_int64(vec_from[i]);
+ }
+ // DateType of VecDateTimeValue should cast to date
+ if constexpr (IsDateType<ToDataType>) {
+ date_value.cast_to_date();
+ } else if constexpr (IsDateTimeType<ToDataType>) {
+ date_value.to_datetime();
+ }
+ }
+ },
+ make_bool_variant(narrow_integral));
block.get_by_position(result).column =
ColumnNullable::create(std::move(col_to), std::move(col_null_map_to));
} else {
@@ -1267,13 +1325,13 @@ public:
const ColumnWithTypeAndName& scale_column = block.get_by_position(result);
ret_status = ConvertImpl<LeftDataType, RightDataType, Name>::execute(
- context, block, arguments, result, input_rows_count,
- context->check_overflow_for_decimal(), scale_column.type->get_scale());
+ context, block, arguments, result, input_rows_count, false,
+ scale_column.type->get_scale());
} else if constexpr (IsDataTypeDateTimeV2<RightDataType>) {
const ColumnWithTypeAndName& scale_column = block.get_by_position(result);
ret_status = ConvertImpl<LeftDataType, RightDataType, Name>::execute(
- context, block, arguments, result, input_rows_count,
- context->check_overflow_for_decimal(), scale_column.type->get_scale());
+ context, block, arguments, result, input_rows_count, false,
+ scale_column.type->get_scale());
} else {
ret_status = ConvertImpl<LeftDataType, RightDataType, Name>::execute(
context, block, arguments, result, input_rows_count);
@@ -1780,8 +1838,7 @@ private:
using RightDataType = typename Types::RightType;
auto state = ConvertImpl<LeftDataType, RightDataType, NameCast>::execute(
- context, block, arguments, result, input_rows_count,
- context->check_overflow_for_decimal(),
+ context, block, arguments, result, input_rows_count, false,
PrecisionScaleArg {precision, scale});
if (!state) {
throw Exception(state.code(), state.to_string());
diff --git a/be/src/vec/functions/function_math_unary.h b/be/src/vec/functions/function_math_unary.h
index c6496f57c50..0d7544a7769 100644
--- a/be/src/vec/functions/function_math_unary.h
+++ b/be/src/vec/functions/function_math_unary.h
@@ -23,6 +23,7 @@
#include "vec/columns/column_decimal.h"
#include "vec/columns/columns_number.h"
#include "vec/core/call_on_type_index.h"
+#include "vec/core/types.h"
#include "vec/data_types/data_type_decimal.h"
#include "vec/data_types/data_type_number.h"
#include "vec/functions/function.h"
@@ -93,7 +94,8 @@ private:
}
template <typename T, typename ReturnType>
- static bool execute(Block& block, const ColumnVector<T>* col, const size_t result) {
+ static bool execute(Block& block, const ColumnVector<T>* col, UInt32, UInt32,
+ const size_t result) {
const auto& src_data = col->get_data();
const size_t size = src_data.size();
@@ -108,7 +110,8 @@ private:
}
template <typename T, typename ReturnType>
- static bool execute(Block& block, const ColumnDecimal<T>* col, const size_t result) {
+ static bool execute(Block& block, const ColumnDecimal<T>* col, UInt32 from_precision,
+ UInt32 from_scale, const size_t result) {
const auto& src_data = col->get_data();
const size_t size = src_data.size();
UInt32 scale = src_data.get_scale();
@@ -117,9 +120,20 @@ private:
auto& dst_data = dst->get_data();
dst_data.resize(size);
- for (size_t i = 0; i < size; ++i)
- dst_data[i] = convert_from_decimal<DataTypeDecimal<T>, DataTypeNumber<ReturnType>>(
- src_data[i], scale);
+ UInt32 to_precision = NumberTraits::max_ascii_len<ReturnType>();
+ bool narrow_integral = to_precision < (from_precision - from_scale);
+ auto max_result = type_limit<ReturnType>::max();
+ auto min_result = type_limit<ReturnType>::min();
+
+ std::visit(
+ [&](auto narrow_integral) {
+ for (size_t i = 0; i < size; ++i)
+ dst_data[i] =
+ convert_from_decimal<DataTypeDecimal<T>, DataTypeNumber<ReturnType>,
+ narrow_integral>(src_data[i], scale,
+ min_result, max_result);
+ },
+ make_bool_variant(narrow_integral));
execute_in_iterations(dst_data.data(), dst_data.data(), size);
@@ -138,8 +152,16 @@ private:
using ColVecType = std::conditional_t<IsDecimalNumber<Type>, ColumnDecimal<Type>,
ColumnVector<Type>>;
+ UInt32 from_precision = 0;
+ UInt32 from_scale = 0;
+ if constexpr (IsDecimalNumber<Type>) {
+ const auto& from_decimal_type =
+ assert_cast<const DataTypeDecimal<Type>&>(*col.type);
+ from_precision = from_decimal_type.get_precision();
+ from_scale = from_decimal_type.get_scale();
+ }
const auto col_vec = check_and_get_column<ColVecType>(col.column.get());
- return execute<Type, ReturnType>(block, col_vec, result);
+ return execute<Type, ReturnType>(block, col_vec, from_precision, from_scale, result);
};
if (!call_on_basic_type<void, true, true, true, false>(col.type->get_type_id(), call)) {
diff --git a/be/src/vec/functions/function_math_unary_to_null_type.h b/be/src/vec/functions/function_math_unary_to_null_type.h
index 02640aafb20..c4833cb6c6f 100644
--- a/be/src/vec/functions/function_math_unary_to_null_type.h
+++ b/be/src/vec/functions/function_math_unary_to_null_type.h
@@ -20,6 +20,7 @@
#include "vec/columns/column_decimal.h"
#include "vec/columns/columns_number.h"
+#include "vec/core/types.h"
#include "vec/data_types/data_type_decimal.h"
#include "vec/data_types/data_type_number.h"
#include "vec/functions/function.h"
@@ -56,7 +57,8 @@ private:
}
template <typename T, typename ReturnType>
- static bool execute(Block& block, const ColumnVector<T>* col, const size_t result) {
+ static bool execute(Block& block, const ColumnVector<T>* col, UInt32, UInt32,
+ const size_t result) {
const auto& src_data = col->get_data();
const size_t size = src_data.size();
@@ -76,7 +78,8 @@ private:
}
template <typename T, typename ReturnType>
- static bool execute(Block& block, const ColumnDecimal<T>* col, const size_t result) {
+ static bool execute(Block& block, const ColumnDecimal<T>* col, UInt32 from_precision,
+ UInt32 from_scale, const size_t result) {
const auto& src_data = col->get_data();
const size_t size = src_data.size();
UInt32 scale = src_data.get_scale();
@@ -89,9 +92,20 @@ private:
auto& null_map = null_column->get_data();
null_map.resize(size);
- for (size_t i = 0; i < size; ++i)
- dst_data[i] = convert_from_decimal<DataTypeDecimal<T>, DataTypeNumber<ReturnType>>(
- src_data[i], scale);
+ UInt32 to_precision = NumberTraits::max_ascii_len<ReturnType>();
+ bool narrow_integral = to_precision < (from_precision - from_scale);
+ auto max_result = type_limit<ReturnType>::max();
+ auto min_result = type_limit<ReturnType>::min();
+ std::visit(
+ [&](auto narrow_integral) {
+ for (size_t i = 0; i < size; ++i) {
+ dst_data[i] =
+ convert_from_decimal<DataTypeDecimal<T>, DataTypeNumber<ReturnType>,
+ narrow_integral>(src_data[i], scale,
+ min_result, max_result);
+ }
+ },
+ make_bool_variant(narrow_integral));
execute_in_iterations(dst_data.data(), dst_data.data(), null_map, size);
@@ -109,9 +123,18 @@ private:
using Type = typename Types::RightType;
using ColVecType = std::conditional_t<IsDecimalNumber<Type>, ColumnDecimal<Type>,
ColumnVector<Type>>;
+ UInt32 from_precision = 0;
+ UInt32 from_scale = 0;
+ if constexpr (IsDecimalNumber<Type>) {
+ const auto& from_decimal_type =
+ assert_cast<const DataTypeDecimal<Type>&>(*col.type);
+ from_precision = from_decimal_type.get_precision();
+ from_scale = from_decimal_type.get_scale();
+ }
const auto col_vec = check_and_get_column<ColVecType>(col.column.get());
- return execute<Type, typename Impl::RetType>(block, col_vec, result);
+ return execute<Type, typename Impl::RetType>(block, col_vec, from_precision, from_scale,
+ result);
};
if (!call_on_basic_type<void, true, true, true, false>(col.type->get_type_id(), call)) {
diff --git a/be/test/vec/utils/arrow_column_to_doris_column_test.cpp b/be/test/vec/utils/arrow_column_to_doris_column_test.cpp
index 32b2ef98745..ad9db66c813 100644
--- a/be/test/vec/utils/arrow_column_to_doris_column_test.cpp
+++ b/be/test/vec/utils/arrow_column_to_doris_column_test.cpp
@@ -410,12 +410,15 @@ void test_decimalv2(std::shared_ptr<arrow::Decimal128Type> type,
DataTypePtr data_type = DataTypeFactory::instance().create_data_type(pt, true);
MutableColumnPtr data_column = data_type->create_column();
ColumnWithTypeAndName column(std::move(data_column), data_type, "test_numeric_column");
+ auto max_result =
+ vectorized::DataTypeDecimal<vectorized::Decimal128>::get_max_digits_number(27);
+ auto min_result = -max_result;
for (auto& str : test_cases) {
int128_t value = DecimalV2Value(str).value();
int128_t expect_value =
convert_decimals<vectorized::DataTypeDecimal<vectorized::Decimal128>,
- vectorized::DataTypeDecimal<vectorized::Decimal128>>(
- value, type->scale(), 9);
+ vectorized::DataTypeDecimal<vectorized::Decimal128>, true, true>(
+ value, type->scale(), 9, min_result, max_result);
test_arrow_to_decimal_column<is_nullable>(type, column, num_elements, value, expect_value,
counter);
}
diff --git a/fe/fe-core/src/main/java/org/apache/doris/analysis/Expr.java b/fe/fe-core/src/main/java/org/apache/doris/analysis/Expr.java
index 465f96c37de..6c614db71ca 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/analysis/Expr.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/analysis/Expr.java
@@ -39,7 +39,6 @@ import org.apache.doris.common.Config;
import org.apache.doris.common.TreeNode;
import org.apache.doris.common.io.Writable;
import org.apache.doris.nereids.util.Utils;
-import org.apache.doris.qe.ConnectContext;
import org.apache.doris.qe.SessionVariable;
import org.apache.doris.rewrite.mvrewrite.MVExprEquivalent;
import org.apache.doris.statistics.ExprStats;
@@ -2364,22 +2363,12 @@ public abstract class Expr extends TreeNode<Expr> implements ParseNode, Cloneabl
}
if (fn.functionName().equalsIgnoreCase(Operator.MULTIPLY.getName())
&& fn.getReturnType().isDecimalV3()) {
- if (ConnectContext.get() != null
- && ConnectContext.get().getSessionVariable().checkOverflowForDecimal()) {
- return true;
- } else {
- return hasNullableChild(children);
- }
+ return hasNullableChild(children);
}
if ((fn.functionName().equalsIgnoreCase(Operator.ADD.getName())
|| fn.functionName().equalsIgnoreCase(Operator.SUBTRACT.getName()))
&& fn.getReturnType().isDecimalV3()) {
- if (ConnectContext.get() != null
- && ConnectContext.get().getSessionVariable().checkOverflowForDecimal()) {
- return true;
- } else {
- return hasNullableChild(children);
- }
+ return hasNullableChild(children);
}
if (fn.functionName().equalsIgnoreCase("group_concat")) {
int size = Math.min(fn.getNumArgs(), children.size());
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Add.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Add.java
index bf19192ff5c..0ebd65b769b 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Add.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Add.java
@@ -18,7 +18,7 @@
package org.apache.doris.nereids.trees.expressions;
import org.apache.doris.analysis.ArithmeticExpr.Operator;
-import org.apache.doris.nereids.trees.expressions.functions.CheckOverflowNullable;
+import org.apache.doris.nereids.trees.expressions.functions.PropagateNullable;
import org.apache.doris.nereids.trees.expressions.visitor.ExpressionVisitor;
import org.apache.doris.nereids.types.DataType;
import org.apache.doris.nereids.types.DecimalV3Type;
@@ -31,7 +31,7 @@ import java.util.List;
/**
* Add Expression.
*/
-public class Add extends BinaryArithmetic implements CheckOverflowNullable {
+public class Add extends BinaryArithmetic implements PropagateNullable {
public Add(Expression left, Expression right) {
super(ImmutableList.of(left, right), Operator.ADD);
@@ -49,9 +49,9 @@ public class Add extends BinaryArithmetic implements CheckOverflowNullable {
@Override
public DecimalV3Type getDataTypeForDecimalV3(DecimalV3Type t1, DecimalV3Type t2) {
- DecimalV3Type decimalV3Type = (DecimalV3Type) DecimalV3Type.widerDecimalV3Type(t1, t2, false);
- return DecimalV3Type.createDecimalV3Type(decimalV3Type.getPrecision() + 1,
- decimalV3Type.getScale());
+ int targetScale = Math.max(t1.getScale(), t2.getScale());
+ int integralPart = Math.max(t1.getRange(), t2.getRange());
+ return processDecimalV3OverFlow(integralPart + 1, targetScale, integralPart);
}
@Override
@@ -59,11 +59,6 @@ public class Add extends BinaryArithmetic implements CheckOverflowNullable {
return super.getDataTypeForOthers(t1, t2).promotion();
}
- @Override
- public boolean nullable() {
- return CheckOverflowNullable.super.nullable();
- }
-
@Override
public <R, C> R accept(ExpressionVisitor<R, C> visitor, C context) {
return visitor.visitAdd(this, context);
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/BinaryArithmetic.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/BinaryArithmetic.java
index 84eb08eb581..54bfe60ad82 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/BinaryArithmetic.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/BinaryArithmetic.java
@@ -27,6 +27,7 @@ import org.apache.doris.nereids.types.DecimalV2Type;
import org.apache.doris.nereids.types.DecimalV3Type;
import org.apache.doris.nereids.types.coercion.NumericType;
import org.apache.doris.nereids.util.TypeCoercionUtils;
+import org.apache.doris.qe.ConnectContext;
import java.util.List;
@@ -93,4 +94,26 @@ public abstract class BinaryArithmetic extends BinaryOperator implements Propaga
public <R, C> R accept(ExpressionVisitor<R, C> visitor, C context) {
return visitor.visitBinaryArithmetic(this, context);
}
+
+ protected DecimalV3Type processDecimalV3OverFlow(int integralPart, int targetScale, int maxIntegralPart) {
+ int precision = integralPart + targetScale;
+ int scale = targetScale;
+ boolean enableDecimal256 = false;
+ ConnectContext connectContext = ConnectContext.get();
+ if (connectContext != null) {
+ enableDecimal256 = connectContext.getSessionVariable().isEnableDecimal256();
+ }
+ if (enableDecimal256) {
+ if (precision > DecimalV3Type.MAX_DECIMAL256_PRECISION) {
+ precision = DecimalV3Type.MAX_DECIMAL256_PRECISION;
+ scale = precision - maxIntegralPart;
+ }
+ } else {
+ if (precision > DecimalV3Type.MAX_DECIMAL128_PRECISION) {
+ precision = DecimalV3Type.MAX_DECIMAL128_PRECISION;
+ scale = precision - maxIntegralPart;
+ }
+ }
+ return DecimalV3Type.createDecimalV3Type(precision, scale);
+ }
}
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Divide.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Divide.java
index 002849bb816..ef0d86b579c 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Divide.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Divide.java
@@ -25,6 +25,7 @@ import org.apache.doris.nereids.trees.expressions.visitor.ExpressionVisitor;
import org.apache.doris.nereids.types.DataType;
import org.apache.doris.nereids.types.DecimalV3Type;
import org.apache.doris.nereids.types.DoubleType;
+import org.apache.doris.qe.ConnectContext;
import com.google.common.base.Preconditions;
import com.google.common.collect.ImmutableList;
@@ -67,21 +68,40 @@ public class Divide extends BinaryArithmetic implements AlwaysNullable {
@Override
public DecimalV3Type getDataTypeForDecimalV3(DecimalV3Type t1, DecimalV3Type t2) {
- int retPercision = t1.getPrecision() + t2.getScale() + Config.div_precision_increment;
- Preconditions.checkState(retPercision <= DecimalV3Type.MAX_DECIMAL256_PRECISION,
- "target precision " + retPercision + " larger than precision "
- + DecimalV3Type.MAX_DECIMAL256_PRECISION + " in Divide return type");
- int retScale = t1.getScale() + t2.getScale()
- + Config.div_precision_increment;
- int targetPercision = retPercision;
- int targetScale = t1.getScale() + t2.getScale();
- Preconditions.checkState(targetPercision >= targetScale,
- "target scale " + targetScale + " larger than precision " + retPercision
- + " in Divide return type");
- Preconditions.checkState(retPercision >= retScale,
- "scale " + retScale + " larger than precision " + retPercision
- + " in Divide return type");
- return DecimalV3Type.createDecimalV3Type(retPercision, retScale);
+ int precision = t1.getPrecision() + t2.getScale() + Config.div_precision_increment;
+ int scale = t1.getScale();
+ boolean enableDecimal256 = false;
+ int defaultScale = 6;
+ ConnectContext connectContext = ConnectContext.get();
+ if (connectContext != null) {
+ enableDecimal256 = connectContext.getSessionVariable().isEnableDecimal256();
+ defaultScale = connectContext.getSessionVariable().decimalOverflowScale;
+ }
+ if (enableDecimal256 && precision > DecimalV3Type.MAX_DECIMAL256_PRECISION) {
+ int integralPartBoundary = DecimalV3Type.MAX_DECIMAL256_PRECISION - defaultScale;
+ if (precision - scale < integralPartBoundary) {
+ // retains more int part
+ scale = DecimalV3Type.MAX_DECIMAL256_PRECISION - (precision - scale);
+ } else if (precision - scale > integralPartBoundary && scale < defaultScale) {
+ // scale not change, retains more scale part
+ } else {
+ scale = defaultScale;
+ }
+ precision = DecimalV3Type.MAX_DECIMAL256_PRECISION;
+ } else if (!enableDecimal256 && precision > DecimalV3Type.MAX_DECIMAL128_PRECISION) {
+ int integralPartBoundary = DecimalV3Type.MAX_DECIMAL128_PRECISION - defaultScale;
+ if (precision - scale < integralPartBoundary) {
+ // retains more int part
+ scale = DecimalV3Type.MAX_DECIMAL128_PRECISION - (precision - scale);
+ } else if (precision - scale > integralPartBoundary && scale < defaultScale) {
+ // scale not change, retains more scale part
+ } else {
+ scale = defaultScale;
+ }
+ precision = DecimalV3Type.MAX_DECIMAL128_PRECISION;
+ }
+ scale = Math.min(precision, scale + t2.getScale() + Config.div_precision_increment);
+ return DecimalV3Type.createDecimalV3Type(precision, scale);
}
@Override
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Mod.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Mod.java
index 9a286550915..569e7cabb3b 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Mod.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Mod.java
@@ -49,11 +49,9 @@ public class Mod extends BinaryArithmetic implements AlwaysNullable {
@Override
public DecimalV3Type getDataTypeForDecimalV3(DecimalV3Type t1, DecimalV3Type t2) {
- // TODO use max int part + max scale of two operands as result type
- // because BE require the result and operands types are the exact the same decimalv3 type
- int scale = Math.max(t1.getScale(), t2.getScale());
- int precision = Math.max(t1.getRange(), t2.getRange()) + scale;
- return DecimalV3Type.createDecimalV3Type(precision, scale);
+ int targetScale = Math.max(t1.getScale(), t2.getScale());
+ int integralPart = Math.max(t1.getRange(), t2.getRange());
+ return processDecimalV3OverFlow(integralPart, targetScale, integralPart);
}
@Override
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Multiply.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Multiply.java
index 52c43fa8561..d2af719208f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Multiply.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Multiply.java
@@ -18,7 +18,7 @@
package org.apache.doris.nereids.trees.expressions;
import org.apache.doris.analysis.ArithmeticExpr.Operator;
-import org.apache.doris.nereids.trees.expressions.functions.CheckOverflowNullable;
+import org.apache.doris.nereids.trees.expressions.functions.PropagateNullable;
import org.apache.doris.nereids.trees.expressions.visitor.ExpressionVisitor;
import org.apache.doris.nereids.types.DataType;
import org.apache.doris.nereids.types.DecimalV3Type;
@@ -32,7 +32,7 @@ import java.util.List;
/**
* Multiply Expression.
*/
-public class Multiply extends BinaryArithmetic implements CheckOverflowNullable {
+public class Multiply extends BinaryArithmetic implements PropagateNullable {
public Multiply(Expression left, Expression right) {
super(ImmutableList.of(left, right), Operator.MULTIPLY);
@@ -50,26 +50,42 @@ public class Multiply extends BinaryArithmetic implements CheckOverflowNullable
@Override
public DecimalV3Type getDataTypeForDecimalV3(DecimalV3Type t1, DecimalV3Type t2) {
- int retPercision = t1.getPrecision() + t2.getPrecision();
+ int retPrecision = t1.getPrecision() + t2.getPrecision();
int retScale = t1.getScale() + t2.getScale();
- if (retPercision > DecimalV3Type.MAX_DECIMAL128_PRECISION) {
- boolean enableDecimal256 = false;
- ConnectContext connectContext = ConnectContext.get();
- if (connectContext != null) {
- enableDecimal256 = connectContext.getSessionVariable().isEnableDecimal256();
+ boolean enableDecimal256 = false;
+ int defaultScale = 6;
+ ConnectContext connectContext = ConnectContext.get();
+ if (connectContext != null) {
+ enableDecimal256 = connectContext.getSessionVariable().isEnableDecimal256();
+ defaultScale = connectContext.getSessionVariable().decimalOverflowScale;
+ }
+ if (!enableDecimal256 && retPrecision > DecimalV3Type.MAX_DECIMAL128_PRECISION) {
+ int integralPartBoundary = DecimalV3Type.MAX_DECIMAL128_PRECISION - defaultScale;
+ if (retPrecision - retScale < integralPartBoundary) {
+ // retains more int part
+ retScale = DecimalV3Type.MAX_DECIMAL128_PRECISION - (retPrecision - retScale);
+ } else if (retPrecision - retScale > integralPartBoundary && retScale < defaultScale) {
+ // retScale not change, retains more scale part
+ } else {
+ retScale = defaultScale;
}
- if (enableDecimal256) {
- if (retPercision > DecimalV3Type.MAX_DECIMAL256_PRECISION) {
- retPercision = DecimalV3Type.MAX_DECIMAL256_PRECISION;
- }
+ retPrecision = DecimalV3Type.MAX_DECIMAL128_PRECISION;
+ } else if (enableDecimal256 && retPrecision > DecimalV3Type.MAX_DECIMAL256_PRECISION) {
+ int integralPartBoundary = DecimalV3Type.MAX_DECIMAL256_PRECISION - defaultScale;
+ if (retPrecision - retScale < integralPartBoundary) {
+ // retains more int part
+ retScale = DecimalV3Type.MAX_DECIMAL256_PRECISION - (retPrecision - retScale);
+ } else if (retPrecision - retScale > integralPartBoundary && retScale < defaultScale) {
+ // retScale not change, retains more scale part
} else {
- retPercision = DecimalV3Type.MAX_DECIMAL128_PRECISION;
+ retScale = defaultScale;
}
+ retPrecision = DecimalV3Type.MAX_DECIMAL256_PRECISION;
}
- Preconditions.checkState(retPercision >= retScale,
- "scale " + retScale + " larger than precision " + retPercision
+ Preconditions.checkState(retPrecision >= retScale,
+ "scale " + retScale + " larger than precision " + retPrecision
+ " in Multiply return type");
- return DecimalV3Type.createDecimalV3Type(retPercision, retScale);
+ return DecimalV3Type.createDecimalV3Type(retPrecision, retScale);
}
@Override
@@ -77,11 +93,6 @@ public class Multiply extends BinaryArithmetic implements CheckOverflowNullable
return super.getDataTypeForOthers(t1, t2).promotion();
}
- @Override
- public boolean nullable() {
- return CheckOverflowNullable.super.nullable();
- }
-
@Override
public <R, C> R accept(ExpressionVisitor<R, C> visitor, C context) {
return visitor.visitMultiply(this, context);
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Subtract.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Subtract.java
index 0b38694769b..8e80e5e673c 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Subtract.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/Subtract.java
@@ -18,7 +18,7 @@
package org.apache.doris.nereids.trees.expressions;
import org.apache.doris.analysis.ArithmeticExpr.Operator;
-import org.apache.doris.nereids.trees.expressions.functions.CheckOverflowNullable;
+import org.apache.doris.nereids.trees.expressions.functions.PropagateNullable;
import org.apache.doris.nereids.trees.expressions.visitor.ExpressionVisitor;
import org.apache.doris.nereids.types.DataType;
import org.apache.doris.nereids.types.DecimalV3Type;
@@ -31,7 +31,7 @@ import java.util.List;
/**
* Subtract Expression. BinaryExpression.
*/
-public class Subtract extends BinaryArithmetic implements CheckOverflowNullable {
+public class Subtract extends BinaryArithmetic implements PropagateNullable {
public Subtract(Expression left, Expression right) {
super(ImmutableList.of(left, right), Operator.SUBTRACT);
@@ -49,9 +49,9 @@ public class Subtract extends BinaryArithmetic implements CheckOverflowNullable
@Override
public DecimalV3Type getDataTypeForDecimalV3(DecimalV3Type t1, DecimalV3Type t2) {
- DecimalV3Type decimalV3Type = (DecimalV3Type) DecimalV3Type.widerDecimalV3Type(t1, t2, false);
- return DecimalV3Type.createDecimalV3Type(decimalV3Type.getPrecision() + 1,
- decimalV3Type.getScale());
+ int targetScale = Math.max(t1.getScale(), t2.getScale());
+ int integralPart = Math.max(t1.getRange(), t2.getRange());
+ return processDecimalV3OverFlow(integralPart + 1, targetScale, integralPart);
}
@Override
@@ -59,11 +59,6 @@ public class Subtract extends BinaryArithmetic implements CheckOverflowNullable
return super.getDataTypeForOthers(t1, t2).promotion();
}
- @Override
- public boolean nullable() {
- return CheckOverflowNullable.super.nullable();
- }
-
@Override
public <R, C> R accept(ExpressionVisitor<R, C> visitor, C context) {
return visitor.visitSubtract(this, context);
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/functions/CheckOverflowNullable.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/functions/CheckOverflowNullable.java
deleted file mode 100644
index 13a24faa7a7..00000000000
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/expressions/functions/CheckOverflowNullable.java
+++ /dev/null
@@ -1,34 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements. See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership. The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License. You may obtain a copy of the License at
-//
-// http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied. See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package org.apache.doris.nereids.trees.expressions.functions;
-
-import org.apache.doris.qe.ConnectContext;
-
-/**
- * if session variable check_overflow_for_decimal set to true, the expression's return always nullable
- */
-public interface CheckOverflowNullable extends PropagateNullable {
- @Override
- default boolean nullable() {
- if (ConnectContext.get() != null && ConnectContext.get().getSessionVariable().checkOverflowForDecimal()) {
- return true;
- } else {
- return PropagateNullable.super.nullable();
- }
- }
-}
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/util/TypeCoercionUtils.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/util/TypeCoercionUtils.java
index c940e08de1f..273ba4b6436 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/util/TypeCoercionUtils.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/util/TypeCoercionUtils.java
@@ -104,7 +104,6 @@ import org.apache.doris.nereids.types.coercion.FractionalType;
import org.apache.doris.nereids.types.coercion.IntegralType;
import org.apache.doris.nereids.types.coercion.NumericType;
import org.apache.doris.nereids.types.coercion.PrimitiveType;
-import org.apache.doris.qe.ConnectContext;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.collect.ImmutableList;
@@ -686,20 +685,15 @@ public class TypeCoercionUtils {
DataType commonType = DoubleType.INSTANCE;
if (t1.isFloatLikeType() || t2.isFloatLikeType()) {
// double type
- } else if (t1.isDecimalV3Type() || t2.isDecimalV3Type()) {
+ } else if (t1.isDecimalV3Type() || t2.isDecimalV3Type()
+ // decimalv2 vs bigint, largeint treat as decimalv3
+ || ((t1.isBigIntType() || t1.isLargeIntType()) && t2.isDecimalV2Type())
+ || (t1.isDecimalV2Type() && (t2.isBigIntType() || t2.isLargeIntType()))) {
// divide should cast to precision and target scale
- DecimalV3Type retType;
DecimalV3Type dt1 = DecimalV3Type.forType(t1);
DecimalV3Type dt2 = DecimalV3Type.forType(t2);
- try {
- retType = divide.getDataTypeForDecimalV3(dt1, dt2);
- } catch (Exception e) {
- // exception means overflow.
- return castChildren(divide, left, right, DoubleType.INSTANCE);
- }
- return divide.withChildren(castIfNotSameType(left,
- DecimalV3Type.createDecimalV3Type(retType.getPrecision(), retType.getScale())),
- castIfNotSameType(right, dt2));
+ DecimalV3Type retType = divide.getDataTypeForDecimalV3(dt1, dt2);
+ return divide.withChildren(castIfNotSameType(left, retType), castIfNotSameType(right, dt2));
} else if (t1.isDecimalV2Type() || t2.isDecimalV2Type()) {
commonType = DecimalV2Type.SYSTEM_DEFAULT;
}
@@ -792,18 +786,16 @@ public class TypeCoercionUtils {
commonType = DoubleType.INSTANCE;
}
- if (t1.isDecimalV3Type() && t2.isDecimalV2Type()
- || t1.isDecimalV2Type() && t2.isDecimalV3Type()) {
+ // we treat decimalv2 vs dicimalv3, largeint or bigint as decimalv3 way.
+ if ((t1.isDecimalV3Type() || t1.isBigIntType() || t1.isLargeIntType()) && t2.isDecimalV2Type()
+ || t1.isDecimalV2Type() && (t2.isDecimalV3Type() || t2.isBigIntType() || t2.isLargeIntType())) {
return processDecimalV3BinaryArithmetic(binaryArithmetic, left, right);
}
if (t1.isDecimalV2Type() || t2.isDecimalV2Type()) {
- // to be consitent with old planner
+ // to be consistent with old planner
// see findCommonType() method in ArithmeticExpr.java
- commonType = t1.isDecimalV2Type() && t2.isDecimalV2Type()
- || (ConnectContext.get() != null
- && ConnectContext.get().getSessionVariable().roundPreciseDecimalV2Value)
- ? DecimalV2Type.SYSTEM_DEFAULT : DoubleType.INSTANCE;
+ commonType = DecimalV2Type.SYSTEM_DEFAULT;
}
boolean isBitArithmetic = binaryArithmetic instanceof BitAnd
@@ -833,7 +825,7 @@ public class TypeCoercionUtils {
return castChildren(binaryArithmetic, left, right, commonType);
}
- // double and float already process, we only process decimalv2 and fixed point number.
+ // double and float already process, we only process decimalv3 and fixed point number.
if (t1 instanceof DecimalV3Type || t2 instanceof DecimalV3Type) {
return processDecimalV3BinaryArithmetic(binaryArithmetic, left, right);
}
@@ -1591,13 +1583,7 @@ public class TypeCoercionUtils {
DecimalV3Type.forType(TypeCoercionUtils.getNumResultType(right.getDataType()));
// check return type whether overflow, if true, turn to double
- DecimalV3Type retType;
- try {
- retType = binaryArithmetic.getDataTypeForDecimalV3(dt1, dt2);
- } catch (Exception e) {
- // exception means overflow.
- return castChildren(binaryArithmetic, left, right, DoubleType.INSTANCE);
- }
+ DecimalV3Type retType = binaryArithmetic.getDataTypeForDecimalV3(dt1, dt2);
// add, subtract and mod should cast children to exactly same type as return type
if (binaryArithmetic instanceof Add || binaryArithmetic instanceof Subtract
diff --git a/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java b/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java
index a54a54c5ae3..c8ba8f4943b 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java
@@ -242,6 +242,8 @@ public class SessionVariable implements Serializable, Writable {
public static final String CHECK_OVERFLOW_FOR_DECIMAL = "check_overflow_for_decimal";
+ public static final String DECIMAL_OVERFLOW_SCALE = "decimal_overflow_scale";
+
public static final String TRIM_TAILING_SPACES_FOR_EXTERNAL_TABLE_QUERY
= "trim_tailing_spaces_for_external_table_query";
@@ -923,8 +925,15 @@ public class SessionVariable implements Serializable, Writable {
@VariableMgr.VarAttr(name = ENABLE_PROJECTION)
private boolean enableProjection = true;
- @VariableMgr.VarAttr(name = CHECK_OVERFLOW_FOR_DECIMAL)
- private boolean checkOverflowForDecimal = false;
+ @VariableMgr.VarAttr(name = CHECK_OVERFLOW_FOR_DECIMAL, varType = VariableAnnotation.DEPRECATED)
+ private boolean checkOverflowForDecimal = true;
+
+ @VariableMgr.VarAttr(name = DECIMAL_OVERFLOW_SCALE, needForward = true, description = {
+ "当decimal数值计算结果精度溢出时，计算结果最多可保留的小数位数", "When the precision of the result of"
+ + " a decimal numerical calculation overflows,"
+ + "the maximum number of decimal scale that the result can be retained"
+ })
+ public int decimalOverflowScale = 6;
@VariableMgr.VarAttr(name = ENABLE_DPHYP_OPTIMIZER)
public boolean enableDPHypOptimizer = false;
diff --git a/regression-test/data/datatype_p0/decimalv3/test_arithmetic_expressions.out b/regression-test/data/datatype_p0/decimalv3/test_arithmetic_expressions.out
index 9361d86f2cb..7b74bec40d4 100644
--- a/regression-test/data/datatype_p0/decimalv3/test_arithmetic_expressions.out
+++ b/regression-test/data/datatype_p0/decimalv3/test_arithmetic_expressions.out
@@ -1,15 +1,15 @@
-- This file is automatically generated. You should know what you did if you want to edit this
--- !select_all --
+-- !select_all1 --
1.100000000000000000 1.200000000000000000 1.300000000000000000
1.200000000000000000 1.200000000000000000 1.300000000000000000
1.500000000000000000 1.200000000000000000 1.300000000000000000
--- !select --
+-- !select1 --
1.320000000000000000000000000000000000
1.440000000000000000000000000000000000
1.800000000000000000000000000000000000
--- !select --
+-- !select2 --
1.300000000000000000000000000000000000
1.300000000000000000000000000000000000
1.300000000000000000000000000000000000
@@ -17,22 +17,22 @@
1.440000000000000000000000000000000000
1.800000000000000000000000000000000000
--- !select --
-1.7160000000000002
-1.8719999999999999
-2.34
+-- !select3 --
+1.716000
+1.872000
+2.340000
--- !select --
-2.9446560000000006
+-- !select4 --
+2.944656
3.504384
-5.4756
+5.475600
--- !select --
-1.7424
-2.0736
-3.2399999999999998
+-- !select5 --
+1.742400
+2.073600
+3.240000
--- !select_all --
+-- !select_all2 --
999999.999 999999.999 999999.999 999999.999 999999.999 999999.999 999999.999 999999.999 999999.999 999999.999 999999.999
-- !select_mix_calc_0 --
@@ -66,20 +66,20 @@
4.444444 2.222222 3.333333
-- !decimal128_multiply_0 --
-9.876541234568
-99999999999999999999999999.999999999999
-99999999999999999999999999.999999999999
-99999999999999999999999999.999999999999
+9.876541
+99999999999999999999999999999999.999998
+99999999999999999999999999999999.999999
+99999999999999999999999999999999.999999
-- !decimal128_arith_union --
-3.333333000000
-9.876541234568
-99999999999999999999999999.999999999999
-99999999999999999999999999.999999999999
-99999999999999999999999999.999999999999
-33333333333333333333333333333333.333333000000
-49999999999999999999999999999999.999999000000
-99999999999999999999999999999999.999999000000
+3.333333
+9.876541
+33333333333333333333333333333333.333333
+49999999999999999999999999999999.999999
+99999999999999999999999999999999.999998
+99999999999999999999999999999999.999999
+99999999999999999999999999999999.999999
+99999999999999999999999999999999.999999
-- !decimal128_multiply_1 --
32.921800823046255144
@@ -143,10 +143,10 @@
1083.844969432329082604616506562346460736
-- !decimal128_enable_decimal256_multiply_div --
-1.0000000000000002E64
-1.0000000000000002E64
-1.0E64
-97.54606675812198
+9999999999999999999999999999999999999800000000000000000000000000.000000
+9999999999999999999999999999999999999600000000000000000000000000.000000
+9999999999999999999999999999999999999800000000000000000000000000.000000
+97.546070
-- !decimal128_enable_decimal256_mixed_calc_0 --
2999999.997
@@ -207,10 +207,10 @@
99999999999999999999999999999999.999999000000
-- !decimal128_cast256_calc_7 --
-32.921800823046255144
-9999999999999999999999999999999999999999999999999999999999.999999999999999999
-9999999999999999999999999999999999999999999999999999999999.999999999999999999
-9999999999999999999999999999999999999999999999999999999999.999999999999999999
+32.921800
+3333333333333333333333333333333333333266666666666666666666666666.666666
+4999999999999999999999999999999999999800000000000000000000000000.000000
+9999999999999999999999999999999999999800000000000000000000000000.000000
-- !decimal128_cast256_calc_8 --
1083.844969432329082604616506562346460736
diff --git a/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast.out b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast.out
index ad13bd06b45..68bc757d5c3 100644
--- a/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast.out
+++ b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast.out
@@ -14,3 +14,446 @@
-- !cast4 --
0
+-- !cast32_select_all --
+99999.9999
+
+-- !cast32_wider_scale_1 --
+99999.99990
+
+-- !cast32_wider_scale_2 --
+99999.99990
+
+-- !cast32_wider_scale_3 --
+99999.99990
+
+-- !cast32_wider_scale_4 --
+99999.99990
+
+-- !cast32_select_all2 --
+9999.9999
+
+-- !cast32_wider_scale_5 --
+9999.99990
+
+-- !cast32_select_all3 --
+10000.0001
+
+-- !cast32_same_scale_1 --
+99999.9999
+
+-- !cast32_same_scale_2 --
+99999.9999
+
+-- !cast32_same_scale_3 --
+99999.9999
+
+-- !cast32_same_scale_4 --
+99999.9999
+
+-- !cast32_same_scale_5 --
+99999.9999
+
+-- !cast32_same_scale_6 --
+9999.9999
+
+-- !cast32_narrow_scale_1 --
+10000.000
+
+-- !cast32_narrow_scale_2 --
+10000.000
+
+-- !cast32_narrow_scale_3 --
+10000.000
+
+-- !cast32_narrow_scale_4 --
+10000.000
+
+-- !cast32_narrow_scale_5 --
+10000.000
+
+-- !cast32_narrow_scale_6 --
+9999.999
+
+-- !cast32_negative_wider_scale_1 --
+-99999.99990
+
+-- !cast32_negative_wider_scale_2 --
+-99999.99990
+
+-- !cast32_negative_wider_scale_3 --
+-99999.99990
+
+-- !cast32_negative_wider_scale_4 --
+-99999.99990
+
+-- !cast32_negative_wider_scale_5 --
+-9999.99990
+
+-- !cast32_2_wider_scale_1 --
+99.99990
+
+-- !cast32_2_wider_scale_2 --
+99.99990
+
+-- !cast32_2_wider_scale_2 --
+99.99990
+
+-- !cast32_2_wider_scale_3 --
+99.99990
+
+-- !cast32_wider_scale_4 --
+99.99990
+
+-- !cast32_wider_scale_5 --
+9.99990
+
+-- !cast32_2_same_scale_1 --
+99.9999
+
+-- !cast32_2_same_scale_2 --
+99.9999
+
+-- !cast32_2_same_scale_3 --
+99.9999
+
+-- !cast32_2_same_scale_4 --
+99.9999
+
+-- !cast32_2_same_scale_5 --
+99.9999
+
+-- !cast32_2_same_scale_6 --
+9.9999
+
+-- !cast32_2_narrow_scale_1 --
+100.000
+
+-- !cast32_2_narrow_scale_2 --
+100.000
+
+-- !cast32_2_narrow_scale_3 --
+100.000
+
+-- !cast32_2_narrow_scale_4 --
+100.000
+
+-- !cast32_2_narrow_scale_5 --
+100.000
+
+-- !cast32_2_narrow_scale_6 --
+9.999
+
+-- !cast32_3_to_much_bigger_scale_1 --
+999999999.000000000
+
+-- !cast32_3_to_much_bigger_scale_2 --
+999999999.0000000000
+
+-- !cast32_3_to_much_bigger_scale_3 --
+999999999.00000000000000000000000000000
+
+-- !cast32_3_to_much_bigger_scale_4 --
+999999999.0000000000000000000000000000000000000000000000000000000000000000000
+
+-- !cast64_select_all --
+999999999999.999999
+
+-- !cast64_wider_scale_1 --
+999999999999.9999990
+
+-- !cast64_wider_scale_2 --
+999999999999.9999990
+
+-- !cast64_wider_scale_3 --
+999999999999.9999990
+
+-- !cast64_wider_scale_4 --
+999999999999.9999990
+
+-- !cast64_wider_scale_5 --
+99999999999.9999990
+
+-- !cast64_wider_scale_6 --
+99.9999990
+
+-- !cast64_wider_scale_7 --
+9.9999990
+
+-- !cast64_wider_scale_8 --
+9.9999990
+
+-- !cast64_same_scale_1 --
+999999999999.999999
+
+-- !cast64_same_scale_2 --
+999999999999.999999
+
+-- !cast64_same_scale_3 --
+999999999999.999999
+
+-- !cast64_same_scale_4 --
+999999999999.999999
+
+-- !cast64_same_scale_5 --
+99999999999.999999
+
+-- !cast64_same_scale_6 --
+999.999999
+
+-- !cast64_same_scale_7 --
+99.999999
+
+-- !cast64_same_scale_7 --
+99.999999
+
+-- !cast64_narrow_scale_1 --
+1000000000000.00000
+
+-- !cast64_narrow_scale_2 --
+1000000000000.00000
+
+-- !cast64_narrow_scale_3 --
+1000000000000.00000
+
+-- !cast64_narrow_scale_4 --
+1000000000000.00000
+
+-- !cast64_narrow_scale_5 --
+99999999999.99999
+
+-- !cast64_narrow_scale_6 --
+9999.99999
+
+-- !cast64_narrow_scale_7 --
+1000.00000
+
+-- !cast64_narrow_scale_8 --
+999.99999
+
+-- !cast64_narrow_scale_9 --
+999.99999
+
+-- !cast128_wider_scale_1 --
+-99999999999999999999999999999999.9999990
+99999999999999999999999999999999.9999990
+
+-- !cast128_wider_scale_2 --
+-99999999999999999999999999999999.9999990
+99999999999999999999999999999999.9999990
+
+-- !cast128_wider_scale_3 --
+-99999999999999999999999999999999.9999990
+99999999999999999999999999999999.9999990
+
+-- !cast128_wider_scale_4 --
+-9999999999999999999999999999999.9999990
+9999999999999999999999999999999.9999990
+
+-- !cast128_wider_scale_5 --
+-99999999999.9999990
+99999999999.9999990
+
+-- !cast128_wider_scale_6 --
+-99999999999.9999990
+99999999999.9999990
+
+-- !cast128_wider_scale_7 --
+-99.9999990
+99.9999990
+
+-- !cast128_wider_scale_8 --
+-99.9999990
+99.9999990
+
+-- !cast128_wider_scale_9 --
+-99.9999990
+99.9999990
+
+-- !cast128_same_scale_1 --
+-99999999999999999999999999999999.999999
+99999999999999999999999999999999.999999
+
+-- !cast128_same_scale_2 --
+-99999999999999999999999999999999.999999
+99999999999999999999999999999999.999999
+
+-- !cast128_same_scale_3 --
+-99999999999999999999999999999999.999999
+99999999999999999999999999999999.999999
+
+-- !cast128_same_scale_4 --
+-9999999999999999999999999999999.999999
+9999999999999999999999999999999.999999
+
+-- !cast128_same_scale_5 --
+-999999999999.999999
+999999999999.999999
+
+-- !cast128_same_scale_6 --
+-999999999999.999999
+999999999999.999999
+
+-- !cast128_same_scale_7 --
+-999.999999
+999.999999
+
+-- !cast128_same_scale_8 --
+-999.999999
+999.999999
+
+-- !cast128_same_scale_9 --
+-999.999999
+999.999999
+
+-- !cast128_narrow_scale_1 --
+-100000000000000000000000000000000.00000
+100000000000000000000000000000000.00000
+
+-- !cast128_narrow_scale_2 --
+-100000000000000000000000000000000.00000
+100000000000000000000000000000000.00000
+
+-- !cast128_narrow_scale_3 --
+-100000000000000000000000000000000.00000
+100000000000000000000000000000000.00000
+
+-- !cast128_narrow_scale_4 --
+-9999999999999999999999999999999.99999
+9999999999999999999999999999999.99999
+
+-- !cast128_narrow_scale_5 --
+-10000000000000.00000
+10000000000000.00000
+
+-- !cast128_narrow_scale_6 --
+-9999999999999.99999
+9999999999999.99999
+
+-- !cast128_narrow_scale_7 --
+-9999999999999.99999
+9999999999999.99999
+
+-- !cast128_narrow_scale_8 --
+-10000.00000
+10000.00000
+
+-- !cast128_narrow_scale_9 --
+-10000.00000
+10000.00000
+
+-- !cast128_narrow_scale_10 --
+-9999.99999
+9999.99999
+
+-- !cast128_narrow_scale_11 --
+-9999.99999
+9999.99999
+
+-- !cast128_narrow_scale_12 --
+-9999.99999
+9999.99999
+
+-- !cast256_wider_scale_1 --
+-99999999999999999999999999999999999999999999999999999999999999.999999990
+99999999999999999999999999999999999999999999999999999999999999.999999990
+
+-- !cast256_wider_scale_2 --
+-99999999999999999999999999999999999999999999999999999999999999.999999990
+99999999999999999999999999999999999999999999999999999999999999.999999990
+
+-- !cast256_wider_scale_3 --
+-99999999999999999999999999999999999999999999999999999999999999.999999990
+99999999999999999999999999999999999999999999999999999999999999.999999990
+
+-- !cast256_wider_scale_4 --
+-99999999999999999999999999999999999999999999999999999999999999.99999999
+99999999999999999999999999999999999999999999999999999999999999.99999999
+
+-- !cast256_wider_scale_5 --
+-99999999999999999999999999999999999999999999999999999999999999.99999999
+99999999999999999999999999999999999999999999999999999999999999.99999999
+
+-- !cast256_wider_scale_6 --
+-99999999999999999999999999999999999999999999999999999999999999.99999999
+99999999999999999999999999999999999999999999999999999999999999.99999999
+
+-- !cast256_wider_scale_7 --
+-9999999999999999999999999999999999999999999999999999999999999.99999999
+9999999999999999999999999999999999999999999999999999999999999.99999999
+
+-- !cast256_wider_scale_8 --
+-10000000000000000000000000000000000000000000000000000000000000.0000000
+10000000000000000000000000000000000000000000000000000000000000.0000000
+
+-- !cast256_wider_scale_9 --
+-10000000000000000000000000000000000000000000000000000000000000.0000000
+10000000000000000000000000000000000000000000000000000000000000.0000000
+
+-- !cast256_wider_scale_10 --
+-10000000000000000000000000000000000000000000000000000000000000.0000000
+10000000000000000000000000000000000000000000000000000000000000.0000000
+
+-- !cast256_wider_scale_11 --
+-9999999999999999999999999999999999999999999999999999999999999.9999999
+9999999999999999999999999999999999999999999999999999999999999.9999999
+
+-- !cast256_wider_scale_12 --
+-10000000000000000000000000000000.0000000
+10000000000000000000000000000000.0000000
+
+-- !cast256_wider_scale_13 --
+-9999999999999999999999999999999.9999999
+9999999999999999999999999999999.9999999
+
+-- !cast256_wider_scale_14 --
+-9999999999999999999999999999999.9999999
+9999999999999999999999999999999.9999999
+
+-- !cast256_wider_scale_15 --
+-100000000000.0000000
+100000000000.0000000
+
+-- !cast256_wider_scale_16 --
+-100000000000.0000000
+100000000000.0000000
+
+-- !cast256_wider_scale_17 --
+-99999999999.9999999
+99999999999.9999999
+
+-- !cast256_wider_scale_18 --
+-99999999999.9999999
+99999999999.9999999
+
+-- !cast256_wider_scale_19 --
+-99999999999.9999999
+99999999999.9999999
+
+-- !cast256_wider_scale_20 --
+-100.0000000
+100.0000000
+
+-- !cast256_wider_scale_21 --
+-100.0000000
+100.0000000
+
+-- !cast256_wider_scale_22 --
+-100.0000000
+100.0000000
+
+-- !cast256_wider_scale_23 --
+-99.9999999
+99.9999999
+
+-- !cast256_wider_scale_24 --
+-99.9999999
+99.9999999
+
+-- !cast256_wider_scale_25 --
+-99.9999999
+99.9999999
+
+-- !cast256_wider_scale_26 --
+-99.9999999
+99.9999999
+
diff --git a/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast2.out b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast2.out
new file mode 100644
index 00000000000..2b9689fb081
--- /dev/null
+++ b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast2.out
@@ -0,0 +1,256 @@
+-- This file is automatically generated. You should know what you did if you want to edit this
+-- !int_to_decimal_1 --
+12
+
+-- !int_to_decimal_4 --
+12.0000000
+
+-- !int_to_decimal_5 --
+12
+
+-- !int_to_decimal_6 --
+12.00000000
+
+-- !int_to_decimal_7 --
+12
+
+-- !int_to_decimal_8 --
+12.0000000000000000
+
+-- !int_to_decimal_11 --
+12
+
+-- !int_to_decimal_12 --
+12.000000000000000000000000000000000000
+
+-- !int_to_decimal_15 --
+12
+
+-- !int_to_decimal_16 --
+12.00000000000000000000000000000000000000000000000000000000000000000000000000
+
+-- !int_to_decimal_17 --
+0
+
+-- !int_to_decimal_18 --
+0.0
+
+-- !int_to_decimal_19 --
+0
+
+-- !int_to_decimal_20 --
+0.0
+
+-- !int_to_decimal_21 --
+0E-9
+
+-- !int_to_decimal_22 --
+0
+
+-- !int_to_decimal_23 --
+0E-18
+
+-- !int_to_decimal_24 --
+0
+
+-- !int_to_decimal_25 --
+0E-38
+
+-- !int_to_decimal_26 --
+0
+
+-- !int_to_decimal_27 --
+0E-76
+
+-- !int_to_decimal_t2_1 --
+2147483647
+
+-- !int_to_decimal_t2_2 --
+2147483647
+
+-- !int_to_decimal_t2_3 --
+2147483647.0
+
+-- !int_to_decimal_t2_4 --
+2147483647.00000000
+
+-- !int_to_decimal_t2_7 --
+2147483647
+
+-- !int_to_decimal_t2_8 --
+2147483647.0000000000000000000000000000
+
+-- !int_to_decimal_t2_11 --
+2147483647
+
+-- !int_to_decimal_t2_12 --
+2147483647.000000000000000000000000000000000000000000000000000000000000000000
+
+-- !int_to_decimal_19 --
+12345678.00
+
+-- !int_to_decimal_t2_20 --
+922337204.000000000
+
+-- !negative_int_to_decimal_1 --
+-12
+
+-- !negative_int_to_decimal_2 --
+-12.0
+
+-- !negative_int_to_decimal_3 --
+-12.0
+
+-- !negative_int_to_decimal_4 --
+-12.0000000
+
+-- !negative_int_to_decimal_5 --
+-12
+
+-- !negative_int_to_decimal_6 --
+-12.00000000
+
+-- !negative_int_to_decimal_7 --
+-12
+
+-- !negative_int_to_decimal_8 --
+-12.0000000000000000
+
+-- !negative_int_to_decimal_9 --
+-12
+
+-- !negative_int_to_decimal_10 --
+-12.00000000000000000
+
+-- !negative_int_to_decimal_11 --
+-12
+
+-- !negative_int_to_decimal_12 --
+-12.000000000000000000000000000000000000
+
+-- !negative_int_to_decimal_13 --
+-12
+
+-- !negative_int_to_decimal_14 --
+-12.0000000000000000000000000000000000000
+
+-- !negative_int_to_decimal_15 --
+-12
+
+-- !negative_int_to_decimal_16 --
+-12.00000000000000000000000000000000000000000000000000000000000000000000000000
+
+-- !int128_to_decimal_1 --
+12
+
+-- !int128_to_decimal_2 --
+12.0
+
+-- !int128_to_decimal_3 --
+12.0
+
+-- !int128_to_decimal_4 --
+12.0000000
+
+-- !int128_to_decimal_5 --
+12
+
+-- !int128_to_decimal_6 --
+12.00000000
+
+-- !int128_to_decimal_7 --
+12
+
+-- !int128_to_decimal_8 --
+12.0000000000000000
+
+-- !int128_to_decimal_9 --
+12
+
+-- !int128_to_decimal_10 --
+12.00000000000000000
+
+-- !int128_to_decimal_11 --
+12
+
+-- !int128_to_decimal_12 --
+12.000000000000000000000000000000000000
+
+-- !int128_to_decimal_13 --
+12
+
+-- !int128_to_decimal_14 --
+12.0000000000000000000000000000000000000
+
+-- !int128_to_decimal_15 --
+12
+
+-- !int128_to_decimal_16 --
+12.00000000000000000000000000000000000000000000000000000000000000000000000000
+
+-- !int128_to_decimal_t2_1 --
+170141183460469231731687303715884105727
+
+-- !int128_to_decimal_t2_2 --
+170141183460469231731687303715884105727
+
+-- !int128_to_decimal_t2_3 --
+170141183460469231731687303715884105727.0
+
+-- !int128_to_decimal_t2_4 --
+170141183460469231731687303715884105727.0000000000000000000000000000000000000
+
+-- !negative_int128_to_decimal_1 --
+-170141183460469231731687303715884105728
+
+-- !negative_int128_to_decimal_2 --
+-170141183460469231731687303715884105728
+
+-- !negative_int128_to_decimal_3 --
+-170141183460469231731687303715884105728.0
+
+-- !negative_int128_to_decimal_4 --
+-170141183460469231731687303715884105728.0000000000000000000000000000000000000
+
+-- !castfloat_to_decimal32_1 --
+123456792
+
+-- !castfloat_to_decimal32_2 --
+123456793.6
+
+-- !castfloat_to_decimal32_3 --
+123456790.528
+
+-- !castfloat_to_decimal32_4 --
+123456788.103168
+
+-- !castfloat_to_decimal32_5 --
+123456796.19237131618682028438033793024
+
+-- !castfloat_to_decimal32_6 --
+123456789.06183668990302990096138240
+
+-- !castfloat_to_decimal32_3 --
+1000000000
+
+-- !castfloat_to_decimal32_4 --
+999999995.904
+
+-- !cast_negative_float_to_decimal32_1 --
+-123456792
+
+-- !cast_negative_float_to_decimal32_2 --
+-123456793.6
+
+-- !cast_negative_float_to_decimal32_3 --
+-123456790.528
+
+-- !cast_negative_float_to_decimal32_4 --
+-123456788.103168
+
+-- !cast_negative_float_to_decimal32_5 --
+-123456796.19237131618682028438033793024
+
+-- !cast_negative_float_to_decimal32_6 --
+-123456789.06183668990302990096138240
+
diff --git a/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast3.out b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast3.out
new file mode 100644
index 00000000000..93460a101fd
--- /dev/null
+++ b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast3.out
@@ -0,0 +1,136 @@
+-- This file is automatically generated. You should know what you did if you want to edit this
+-- !decimal32_to_int_1 --
+-128
+-99
+99
+127
+
+-- !decimal32_to_int_2 --
+-32768
+-9999
+-128
+-99
+99
+127
+9999
+32767
+
+-- !decimal32_to_int_3 --
+-999999999
+-32768
+-128
+127
+32767
+999999999
+
+-- !decimal32_to_int_4 --
+-999999999
+-32768
+-128
+127
+32767
+999999999
+
+-- !decimal32_to_int_5 --
+-999999999
+-32768
+-128
+127
+32767
+999999999
+
+-- !decimal64_to_int_1 --
+-128
+-99
+99
+127
+
+-- !decimal64_to_int_2 --
+-32768
+-9999
+-128
+-99
+99
+127
+9999
+32767
+
+-- !decimal64_to_int_3 --
+-32769
+
+-- !decimal64_to_int_4 --
+-32769
+
+-- !decimal64_to_int_5 --
+-32769
+
+-- !decimal64_to_int_6 --
+-999999999999999
+999999999999999
+
+-- !decimal64_to_int_7 --
+-999999999999999
+999999999999999
+
+-- !decimal128_to_int_1 --
+-128
+-99
+99
+127
+
+-- !decimal128_to_int_2 --
+-32768
+-9999
+-128
+-99
+99
+127
+9999
+32767
+
+-- !decimal128_to_int_3 --
+-32769
+
+-- !decimal128_to_int_4 --
+-32769
+
+-- !decimal128_to_int_5 --
+-32769
+
+-- !decimal128_to_int_6 --
+-99999999999999999999999999999999999
+99999999999999999999999999999999999
+
+-- !decimal256_to_int_1 --
+-128
+-99
+99
+127
+
+-- !decimal256_to_int_2 --
+-32768
+-9999
+-128
+-99
+99
+127
+9999
+32767
+
+-- !decimal256_to_int_3 --
+-32769
+
+-- !decimal256_to_int_4 --
+-32769
+
+-- !decimal256_to_int_5 --
+-32769
+
+-- !decimal256_to_int_6 --
+-99999999999999999999999999999999999
+99999999999999999999999999999999999
+
+-- !decimal256_to_int_6 --
+-170141183460469231731687303715884105728
+170141183460469231731687303715884105727
+
diff --git a/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast4.out b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast4.out
new file mode 100644
index 00000000000..657ca307204
--- /dev/null
+++ b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_cast4.out
@@ -0,0 +1,29 @@
+-- This file is automatically generated. You should know what you did if you want to edit this
+-- !decimal128_to_float_1 --
+-9.999999E34
+-32769.79
+-32768.79
+-9999.999
+-128.789
+-99.999
+99.999
+127.789
+9999.999
+32767.787
+32768.125
+9.999999E34
+
+-- !decimal128_to_double_1 --
+-1.0E35
+-32769.789
+-32768.789
+-9999.999
+-128.789
+-99.999
+99.999
+127.789
+9999.999
+32767.789
+32768.123
+1.0E35
+
diff --git a/regression-test/data/datatype_p0/decimalv3/test_decimalv3_overflow.out b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_overflow.out
index 9ffc65665a1..8f0c6d92bc1 100644
--- a/regression-test/data/datatype_p0/decimalv3/test_decimalv3_overflow.out
+++ b/regression-test/data/datatype_p0/decimalv3/test_decimalv3_overflow.out
@@ -1,7 +1,72 @@
-- This file is automatically generated. You should know what you did if you want to edit this
--- !sql --
-9999999999999999999999999999.9999999999
+-- !decimal32_overflow1 --
+1 1234567.8 1234567.8
+9 9999999.9 89999999.1
--- !sql --
-\N
+-- !decimal32_overflow2 --
+1.2 1.23456789 1.481481468
+9.9 9.99999999 98.999999901
+
+-- !decimal64_overflow1 --
+1.2345678 1.234567809 1.5241576639079502
+9.9999999 9.999999999 99.9999989900000001
+
+-- !decimal128_overflow1 --
+1.0 9.00000000000000000000000000000000 9.000000000000000000000000000
+12345.6 170141.18346046923173168730371588410572 2100494994.529568947266718776754818816
+99999.9 999999.99999999999999999999999999999999 99999899999.999999999999999999999999999
+
+-- !decimal128_overflow1_2 --
+1.0 9.00000000000000000000000000000000 9.000000000000000000000000000000000
+12345.6 170141.18346046923173168730371588410572 2100494994.529568947266718776754818815576832
+99999.9 999999.99999999999999999999999999999999 99999899999.999999999999999999999999999000001
+
+-- !decimal128_overflow1_3 --
+-99999.9 999999.99999999999999999999999999999999 -99999899999.999999999999999999999999999
+
+-- !decimal128_overflow2 --
+9999999999999999999999999999999999999.9 9999999999999999999999999999999999999.9 99999999999999999999999999999999999998000000000000000000000000000000000000.01
+
+-- !decimal128_overflow3 --
+10 999999.99999999999999999999999999999999 10000000.0000000000000000000000
+1234567890 999999.99999999999999999999999999999999 1234567890000000.0000000000000000000000
+2147483647 999999.99999999999999999999999999999999 2147483647000000.0000000000000000000000
+
+-- !decimal128_overflow4 --
+100.00 123456789012345678901234567890.11112 12345678901234567890123456789011.112000
+
+-- !decimal128_overflow4_2 --
+100.00 123456789012345678901234567890.11112 12345678901234567890123456789011.1120000
+1000.00 123456789012345678901234567890.11112 123456789012345678901234567890111.1200000
+
+-- !decimal128_overflow5 --
+0.000100 123456789012345678901234567890123.11112 12345678901234567890123456789.012311
+
+-- !decimal128_overflow6 --
+-1.0E-7 1234564.11112 -0.123456
+-1.0E-7 1234567.11112 -0.123457
+1.0E-7 1234564.11112 0.123456
+1.0E-7 1234567.11112 0.123457
+
+-- !decimal128_overflow7 --
+1.0E-7 1234567.11112 0.1234567111120
+
+-- !decimal128_overflow8 --
+1000.1234 1234567.1234 1234719468.983028
+
+-- !decimal128_overflow9 --
+1000.123 1234567.123 1234718974.756129
+
+-- !decimal128_overflow10 --
+1.1 1234567.111120000000 1234568.2
+9999999999999999999999999999999999999.1 0.111120000000 9999999999999999999999999999999999999.2
+
+-- !decimal128_overflow10_3 --
+1.1 1234567.111120000000 -1234566.0
+9999999999999999999999999999999999999.1 0.111120000000 9999999999999999999999999999999999999.0
+9999999999999999999999999999999999999.1 1.111120000000 9999999999999999999999999999999999998.0
+
+-- !decimal128_overflow11 --
+1.1 1.111120000000000000000000000000000000 2.21
+123456789012345678901234567890123456.7 1.234567890123456789012345678901234567 123456789012345678901234567890123457.93
diff --git a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q12.out b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q12.out
index 5e85181e83d..ea045b2e900 100644
--- a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q12.out
+++ b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q12.out
@@ -1,103 +1,103 @@
-- This file is automatically generated. You should know what you did if you want to edit this
-- !q12 --
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-AAAAAAAABHDCAAAA Minor heads close common children; recently strong firms provide. Useful, young men ought to create changes. Popular, common regulations might decide. Points fit. Obvious, glad officials Books arts 3.88 4258.84 5.772743008537583
-AAAAAAAACKEAAAAA Legs appear eventually soci Books arts 35.27 4010.65 5.436328142684689
-AAAAAAAACMDCAAAA Black, powerful others go now years. Diverse orders might not mean away medium minutes; tight authorities ought to put however for the things Books arts 2.75 1156.40 1.56746907962564
-AAAAAAAACNEDAAAA Particularly labour stores get farmers. Hence true records see rel Books arts 6.89 6606.82 8.955366711044856
-AAAAAAAADCCDAAAA Glad users understand very almost original jobs. Towns can understand. Supreme, following days work by a parents; german, crucial weapons work sure; fair pictur Books arts 7.18 10391.81 14.085818796562195
-AAAAAAAADJFCAAAA Significant, preliminary boys can remain lightly more pale discussion Books arts 2.74 8279.54 11.222693655762429
-AAAAAAAADPCCAAAA Especially true items might supply particularly. Black, automatic words might develop post-war problems. Fresh, visible workers could not appe Books arts 4.23 351.78 0.4768283230981561
-AAAAAAAAEDKDAAAA Times live now to a sales. British years bring all financ Books arts 4.24 11699.92 15.858926698455223
-AAAAAAAAEGAEAAAA Far injuries pay so various arms. Courses could go anywhere universal possibilities; talks stand since mean, colonial scho Books arts 9.57 51.84 0.07026772491161638
-AAAAAAAAFCFBAAAA Golden estates meet as yet hands. About solid proteins used to tell. Once causal boots imagine frequently new elections; flexible, other ways find re Books arts 9.76 59.01 0.0799864669566837
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-AAAAAAAAKNBCAAAA Early, powerful towns add mainly english savings. Years assist then new, public colleagues. Things might encounter then right new features Books arts 6.89 365.60 0.4955609611822328
-AAAAAAAAOKPBAAAA Just good settings must not make; payments assure to a bishops. Principal, sorry amounts would safeguard very so other leaders; tory, substantial stairs m Books arts 2.60 5525.16 7.48920569005915
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-AAAAAAAACEPBAAAA Long, married artists would see negative feelings. Emot Books business 1.73 2686.56 2.161108335433526
-AAAAAAAACPODAAAA Cells stay economic, thin members. Soon special conservatives solve to the figu Books business 2.93 2431.81 1.9561836925996823
-AAAAAAAADHNCAAAA Originally major industries matter mediterranean bodies. Cases should not Books business 45.06 2186.10 1.7585309585831812
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-AAAAAAAAGFDCAAAA Particularly medieval blocks would not find slightly with a carers. Years respond about at a sec Books business 6.00 51.40 0.04134691517825145
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-AAAAAAAAIPADAAAA Orders go into the documents. Social, existing specialists will seem twice associated wishes. Finally nation Books business 5.15 1755.92 1.4124878462995194
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-AAAAAAAAKMAAAAAA Plans consult interested, light boys. Selective, other problems create scientific, young parties. Sufficient speakers might not kiss too social, basic interests. Dual, other times s Books business 0.19 3867.73 3.11125883740036
-AAAAAAAALDFAAAAA Hands may not allow only in a lands; linear, other pubs say; social, precise women identify for a patients. Preferences develop alone now rich motives. Ever good tas Books business 3.68 470.96 0.37884714343092035
-AAAAAAAALGBBAAAA Modern records retain about there civil plans. Social bodies survive. Great, living losses bother late, coherent others. About british sports ought to use cautiously from Books business 1.94 229.35 0.184492509652373
-AAAAAAAALPDCAAAA So small edges will understand currently in a things. New trains point usually systems. Years look growing questions. Different cases could sell just alive, late rules; big, large results will make Books business 4.12 6151.95 4.948718965580624
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-AAAAAAAAMKHAAAAA Unions shall see enough over true attitudes; of course full variable Books business 8.90 633.16 0.5093232065031458
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-AAAAAAAAEDMAAAAA Books understand. Principles produce just at a premises. Years Books computers 44.48 787.29 0.9425343637931952
-AAAAAAAAEMHAAAAA Boots recommend usually just local centres; c Books computers 7.56 765.23 0.9161243902570423
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diff --git a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q20.out b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q20.out
index 1823eb85010..497b8de7628 100644
--- a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q20.out
+++ b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q20.out
@@ -1,103 +1,103 @@
-- This file is automatically generated. You should know what you did if you want to edit this
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diff --git a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q31.out b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q31.out
index 4a58ceaf853..1c8958e642d 100644
--- a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q31.out
+++ b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q31.out
@@ -1,54 +1,54 @@
-- This file is automatically generated. You should know what you did if you want to edit this
-- !q31 --
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-Bacon County 2000 1.1688263943952473 0.39403766524802863 0.9687995462974761 0.5107430759790957
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-Cass County 2000 2.3987195504568155 1.190581979782905 2.257169169699973 0.8478010154911519
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-Houston County 2000 2.0453258137907215 1.0389826202454424 1.9650510110743427 1.4211932847942466
-Ingham County 2000 0.5743904045631757 0.38411364614137045 1.3065165902188884 0.9920610131871973
-Lake County 2000 1.2550773497289411 0.7459281671551223 1.5151472586438184 1.2656615786321441
-Lamar County 2000 0.7493575678518503 0.7456168692661744 4.269035831623322 2.029583821867986
-Lincoln County 2000 1.0191365907138443 0.9448449698734328 2.3359598199735845 1.7769277358379725
-Marion County 2000 1.1589986714689953 0.9165114200129955 2.4450399554295874 1.8510728196601343
-Mercer County 2000 0.7383417412513344 0.6016782126800005 3.0124500284653517 2.7244702683309687
-Meriwether County 2000 0.3657475884694409 0.3004171846344706 2.7722700986679976 0.7877686896314806
-Miller County 2000 2.575744866355718 1.3182733129432447 2.19196784625245 0.9822181131629634
-Mitchell County 2000 4.43923300874974 1.1613347451259317 1.3940362806646125 1.2560744542588897
-Mora County 2000 1.1832606838069073 0.635654236033249 2.513120406596219 0.9185671752966762
-Nantucket County 2000 1.4378967052837495 0.7226920861889686 1.1754881503278056 0.9623037624262992
-New Kent County 2000 0.6026161942658437 0.39906221113515666 2.869386395674872 2.6258948353412253
-Nicholas County 2000 2.16511619646192 2.056273953494078 6.021299812515293 1.2625765839203809
-Otero County 2000 2.754655267876114 1.246298857192909 2.976110820442265 2.2458346456182303
-Oxford County 2000 0.9731429717387239 0.7572404559900147 4.012686898825682 1.6407510359361426
-Perry County 2000 1.5807803125453117 0.7644531852489298 2.1533699492491145 1.8024103856411053
-Prince William County 2000 3.376372943906326 0.6307872963605946 1.70696672591256 0.9343237539463783
-Refugio County 2000 1.812976432609707 0.5867318005386349 1.301983900856761 1.2696035666376437
-Rice County 2000 1.1346984555479944 0.7330176448137793 2.3781493552970066 1.986401828552618
-Richmond County 2000 1.5716652901094363 1.2940149915147268 2.30959201118034 1.7780157400421677
-Sheridan County 2000 1.3860299311291495 1.2506570362894267 1.5759362743130516 0.5378860776230784
-Smith County 2000 0.6369357412524812 0.42788183437540545 5.744844571791022 4.477958420985616
-Stark County 2000 7.338219594551257 1.417589117187909 1.8638395274222201 1.2273657769901165
-Steele County 2000 1.3774133393888248 0.7665125034198097 1.2479733580469676 0.9311953747117406
-Stone County 2000 1.900042193869087 0.8119203247781649 3.6993611057952984 1.5216619495509536
-Tooele County 2000 6.590302850942094 0.7689104890742746 1.7886371812469657 0.34006728939756403
-Vernon County 2000 0.9744543261177833 0.9159462042525514 1.368803621215721 1.0417118617236467
-Williamson County 2000 2.985102164351266 0.39141774151209163 5.805964578663386 4.396699095443741
-Wright County 2000 5.029335138819972 1.9708098939070053 4.0765289148903365 1.9664724517823111
+Atchison County 2000 0.800221 0.242964 11.944560 3.162953
+Bacon County 2000 1.168826 0.394037 0.968799 0.510743
+Bourbon County 2000 1.913115 0.981927 3.364802 1.380122
+Boyd County 2000 1.086323 0.811506 1.168972 0.742057
+Bradley County 2000 1.489631 0.575784 1.344389 0.998918
+Buchanan County 2000 1.195667 0.746048 3.332904 2.239787
+Carter County 2000 3.953738 1.151032 2.119284 1.844491
+Cass County 2000 2.398719 1.190581 2.257169 0.847801
+Corson County 2000 0.560309 0.175081 4.807408 3.227140
+Crockett County 2000 1.637106 0.360468 2.134042 1.832451
+Culpeper County 2000 0.661751 0.619014 1.659248 1.224169
+Edmonson County 2000 0.732442 0.299753 1.602897 1.491245
+Ferry County 2000 0.701372 0.341010 4.002919 2.603464
+Fillmore County 2000 0.507768 0.349921 2.443161 1.301135
+Forest County 2000 0.644745 0.342367 5.771027 1.881073
+Gaston County 2000 0.763773 0.455495 3.955611 2.141572
+Grant County 2000 0.693335 0.622870 1.788644 1.722196
+Green County 2000 0.763666 0.321498 4.694151 4.207033
+Harlan County 2000 1.670354 1.590114 2.471958 2.107294
+Harris County 2000 2.337568 0.333126 2.417057 1.025794
+Heard County 2000 4.102554 1.266947 3.500227 1.127804
+Houston County 2000 2.045325 1.038982 1.965051 1.421193
+Ingham County 2000 0.574390 0.384113 1.306516 0.992061
+Lake County 2000 1.255077 0.745928 1.515147 1.265661
+Lamar County 2000 0.749357 0.745616 4.269035 2.029583
+Lincoln County 2000 1.019136 0.944844 2.335959 1.776927
+Marion County 2000 1.158998 0.916511 2.445039 1.851072
+Mercer County 2000 0.738341 0.601678 3.012450 2.724470
+Meriwether County 2000 0.365747 0.300417 2.772270 0.787768
+Miller County 2000 2.575744 1.318273 2.191967 0.982218
+Mitchell County 2000 4.439233 1.161334 1.394036 1.256074
+Mora County 2000 1.183260 0.635654 2.513120 0.918567
+Nantucket County 2000 1.437896 0.722692 1.175488 0.962303
+New Kent County 2000 0.602616 0.399062 2.869386 2.625894
+Nicholas County 2000 2.165116 2.056273 6.021299 1.262576
+Otero County 2000 2.754655 1.246298 2.976110 2.245834
+Oxford County 2000 0.973142 0.757240 4.012686 1.640751
+Perry County 2000 1.580780 0.764453 2.153369 1.802410
+Prince William County 2000 3.376372 0.630787 1.706966 0.934323
+Refugio County 2000 1.812976 0.586731 1.301983 1.269603
+Rice County 2000 1.134698 0.733017 2.378149 1.986401
+Richmond County 2000 1.571665 1.294014 2.309592 1.778015
+Sheridan County 2000 1.386029 1.250657 1.575936 0.537886
+Smith County 2000 0.636935 0.427881 5.744844 4.477958
+Stark County 2000 7.338219 1.417589 1.863839 1.227365
+Steele County 2000 1.377413 0.766512 1.247973 0.931195
+Stone County 2000 1.900042 0.811920 3.699361 1.521661
+Tooele County 2000 6.590302 0.768910 1.788637 0.340067
+Vernon County 2000 0.974454 0.915946 1.368803 1.041711
+Williamson County 2000 2.985102 0.391417 5.805964 4.396699
+Wright County 2000 5.029335 1.970809 4.076528 1.966472
diff --git a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q36.out b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q36.out
index 949b8cfd6f9..a92d4399c9d 100644
--- a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q36.out
+++ b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q36.out
@@ -1,103 +1,103 @@
-- This file is automatically generated. You should know what you did if you want to edit this
-- !q36 --
--0.4346272450600226 \N \N 2 1
--0.4457255479911622 Electronics \N 1 1
--0.43905844420578105 Children \N 1 2
--0.4353748014435335 Home \N 1 3
--0.43513489629708124 Sports \N 1 4
--0.4347869892899201 Shoes \N 1 5
--0.433936978048089 Men \N 1 6
--0.4328141554316281 Books \N 1 7
--0.4327856083407468 Women \N 1 8
--0.4288392607877546 Jewelry \N 1 9
--0.42839677730714704 Music \N 1 10
--0.4083640200805759 \N \N 1 11
--0.5750622978195812 \N swimwear 0 1
--0.524775587892704 \N pants 0 2
--0.5163480072331637 \N sports-apparel 0 3
--0.4970173438094437 \N flatware 0 4
--0.4211569786105794 \N scanners 0 5
--0.4149540414628413 \N 0 6
--0.41212458162913485 \N womens 0 7
--0.4112420144370181 \N glassware 0 8
--0.3400505065641729 \N dresses 0 9
--0.2853912230614344 \N semi-precious 0 10
--0.2706442457244318 \N archery 0 11
--0.26589148220819286 \N camcorders 0 12
--0.4931384912580122 Books 0 1
--0.4590596324051083 Books self-help 0 2
--0.45361415486337503 Books romance 0 3
--0.45309723975037375 Books parenting 0 4
--0.452428502941461 Books home repair 0 5
--0.4398110660097301 Books arts 0 6
--0.43771696562800044 Books computers 0 7
--0.4361708002391878 Books entertainments 0 8
--0.4335106860236014 Books business 0 9
--0.42933247849990414 Books cooking 0 10
--0.4277669807072637 Books history 0 11
--0.42695086400137494 Books sports 0 12
--0.4252222609888062 Books fiction 0 13
--0.42138982555517435 Books travel 0 14
--0.41310850453072556 Books reference 0 15
--0.4079315942292846 Books science 0 16
--0.40245262346372096 Books mystery 0 17
--0.5197287408254059 Children 0 1
--0.4439549611199013 Children infants 0 2
--0.4411662761355682 Children toddlers 0 3
--0.4393891246475337 Children newborn 0 4
--0.43153443572803163 Children school-uniforms 0 5
--0.4811111551813335 Electronics scanners 0 1
--0.47476243999949563 Electronics wireless 0 2
--0.46881366722199286 Electronics musical 0 3
--0.45964361686942834 Electronics audio 0 4
--0.4592854549303691 Electronics portable 0 5
--0.45766868256713106 Electronics automotive 0 6
--0.4505967932589211 Electronics personal 0 7
--0.44658684174291724 Electronics karoke 0 8
--0.44475849078129726 Electronics camcorders 0 9
--0.44243449730184037 Electronics stereo 0 10
--0.4356333942508265 Electronics monitors 0 11
--0.43006222255725823 Electronics disk drives 0 12
--0.42956478115982794 Electronics dvd/vcr players 0 13
--0.42779157418952823 Electronics televisions 0 14
--0.42748482637369845 Electronics cameras 0 15
--0.4178964056015794 Electronics memory 0 16
--0.45820671158324355 Home wallpaper 0 1
--0.45812351000722235 Home rugs 0 2
--0.45390886610438835 Home blinds/shades 0 3
--0.4508047727200267 Home tables 0 4
--0.4500058160895336 Home bedding 0 5
--0.44442920947055925 Home paint 0 6
--0.44290016028385165 Home kids 0 7
--0.4419566654186232 Home decor 0 8
--0.4402700003348906 Home curtains/drapes 0 9
--0.4367331430200293 Home accent 0 10
--0.42960552582644074 Home glassware 0 11
--0.421292744888556 Home flatware 0 12
--0.41960622296567546 Home mattresses 0 13
--0.4167968050547779 Home furniture 0 14
--0.41613781444454456 Home bathroom 0 15
--0.39744598372518447 Home lighting 0 16
--0.2750867830450022 Home 0 17
--0.4820225565811952 Jewelry consignment 0 1
--0.45292311445740197 Jewelry gold 0 2
--0.44226642074734307 Jewelry womens watch 0 3
--0.43895803630934704 Jewelry semi-precious 0 4
--0.43752822100984157 Jewelry 0 5
--0.43569052857862345 Jewelry bracelets 0 6
--0.43463136229782146 Jewelry birdal 0 7
--0.4345265103769585 Jewelry loose stones 0 8
--0.43340689540104105 Jewelry rings 0 9
--0.4307545748633844 Jewelry estate 0 10
--0.4297359214025997 Jewelry pendants 0 11
--0.4220795010466255 Jewelry earings 0 12
--0.41751153877909736 Jewelry costume 0 13
--0.4126035347428185 Jewelry jewelry boxes 0 14
--0.41251547672854466 Jewelry mens watch 0 15
--0.40542576815272147 Jewelry custom 0 16
--0.40366859037486696 Jewelry diamonds 0 17
--0.4407364511790621 Men sports-apparel 0 1
--0.43790091133376663 Men accessories 0 2
--0.43591436770437864 Men pants 0 3
--0.42360559890474264 Men shirts 0 4
+-0.434627 \N \N 2 1
+-0.445725 Electronics \N 1 1
+-0.439058 Children \N 1 2
+-0.435374 Home \N 1 3
+-0.435134 Sports \N 1 4
+-0.434786 Shoes \N 1 5
+-0.433936 Men \N 1 6
+-0.432814 Books \N 1 7
+-0.432785 Women \N 1 8
+-0.428839 Jewelry \N 1 9
+-0.428396 Music \N 1 10
+-0.408364 \N \N 1 11
+-0.575062 \N swimwear 0 1
+-0.524775 \N pants 0 2
+-0.516348 \N sports-apparel 0 3
+-0.497017 \N flatware 0 4
+-0.421156 \N scanners 0 5
+-0.414954 \N 0 6
+-0.412124 \N womens 0 7
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+-0.340050 \N dresses 0 9
+-0.285391 \N semi-precious 0 10
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+-0.265891 \N camcorders 0 12
+-0.493138 Books 0 1
+-0.459059 Books self-help 0 2
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+-0.437716 Books computers 0 7
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+-0.433510 Books business 0 9
+-0.429332 Books cooking 0 10
+-0.427766 Books history 0 11
+-0.426950 Books sports 0 12
+-0.425222 Books fiction 0 13
+-0.421389 Books travel 0 14
+-0.413108 Books reference 0 15
+-0.407931 Books science 0 16
+-0.402452 Books mystery 0 17
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+-0.443954 Children infants 0 2
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+-0.439389 Children newborn 0 4
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+-0.481111 Electronics scanners 0 1
+-0.474762 Electronics wireless 0 2
+-0.468813 Electronics musical 0 3
+-0.459643 Electronics audio 0 4
+-0.459285 Electronics portable 0 5
+-0.457668 Electronics automotive 0 6
+-0.450596 Electronics personal 0 7
+-0.446586 Electronics karoke 0 8
+-0.444758 Electronics camcorders 0 9
+-0.442434 Electronics stereo 0 10
+-0.435633 Electronics monitors 0 11
+-0.430062 Electronics disk drives 0 12
+-0.429564 Electronics dvd/vcr players 0 13
+-0.427791 Electronics televisions 0 14
+-0.427484 Electronics cameras 0 15
+-0.417896 Electronics memory 0 16
+-0.458206 Home wallpaper 0 1
+-0.458123 Home rugs 0 2
+-0.453908 Home blinds/shades 0 3
+-0.450804 Home tables 0 4
+-0.450005 Home bedding 0 5
+-0.444429 Home paint 0 6
+-0.442900 Home kids 0 7
+-0.441956 Home decor 0 8
+-0.440270 Home curtains/drapes 0 9
+-0.436733 Home accent 0 10
+-0.429605 Home glassware 0 11
+-0.421292 Home flatware 0 12
+-0.419606 Home mattresses 0 13
+-0.416796 Home furniture 0 14
+-0.416137 Home bathroom 0 15
+-0.397445 Home lighting 0 16
+-0.275086 Home 0 17
+-0.482022 Jewelry consignment 0 1
+-0.452923 Jewelry gold 0 2
+-0.442266 Jewelry womens watch 0 3
+-0.438958 Jewelry semi-precious 0 4
+-0.437528 Jewelry 0 5
+-0.435690 Jewelry bracelets 0 6
+-0.434631 Jewelry birdal 0 7
+-0.434526 Jewelry loose stones 0 8
+-0.433406 Jewelry rings 0 9
+-0.430754 Jewelry estate 0 10
+-0.429735 Jewelry pendants 0 11
+-0.422079 Jewelry earings 0 12
+-0.417511 Jewelry costume 0 13
+-0.412603 Jewelry jewelry boxes 0 14
+-0.412515 Jewelry mens watch 0 15
+-0.405425 Jewelry custom 0 16
+-0.403668 Jewelry diamonds 0 17
+-0.440736 Men sports-apparel 0 1
+-0.437900 Men accessories 0 2
+-0.435914 Men pants 0 3
+-0.423605 Men shirts 0 4
diff --git a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q59.out b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q59.out
index c994cf7554a..bf9493bb8fd 100644
--- a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q59.out
+++ b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q59.out
@@ -1,103 +1,103 @@
-- This file is automatically generated. You should know what you did if you want to edit this
-- !q59 --
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5271 1.3626518758009294 3.0863956254873344 0.3220885225751129 0.4804235979600978 \N 0.7598406933218178 1.845486168207749
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5272 1.0968957278027334 0.7583476156160922 0.6800072505437907 0.9873861232607725 \N 1.333547883810535 0.992338020710512
-able AAAAAAAACAAAAAAA 5273 1.1972850508076422 1.0271507543475757 0.4749519128018808 0.6324629338144517 \N 1.4923288993818615 0.574005827452445
-able AAAAAAAACAAAAAAA 5273 1.1972850508076422 1.0271507543475757 0.4749519128018808 0.6324629338144517 \N 1.4923288993818615 0.574005827452445
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5271 1.362651 3.086395 0.322088 0.480423 \N 0.759840 1.845486
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5272 1.096895 0.758347 0.680007 0.987386 \N 1.333547 0.992338
+able AAAAAAAACAAAAAAA 5273 1.197285 1.027150 0.474951 0.632462 \N 1.492328 0.574005
+able AAAAAAAACAAAAAAA 5273 1.197285 1.027150 0.474951 0.632462 \N 1.492328 0.574005
diff --git a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q66.out b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q66.out
index 08c81e6b21e..9eec29fdfa0 100644
--- a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q66.out
+++ b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q66.out
@@ -1,8 +1,8 @@
-- This file is automatically generated. You should know what you did if you want to edit this
-- !q66 --
\N Fairview Williamson County TN United States DHL,BARIAN 2001 9597806.95 11121820.57 8670867.91 8994786.04 10887248.09 14187671.36 9732598.41 19798897.07 21007842.34 21495513.67 34795669.17 33122997.94 \N \N \N \N \N \N \N \N \N \N \N \N 21913594.59 32518476.51 24885662.72 25698343.86 33735910.61 35527031.58 25465193.48 53623238.66 51409986.76 54159173.90 92227043.25 83435390.84
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diff --git a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q98.out b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q98.out
index 2a9b6c6c926..aaa62b3a782 100644
--- a/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q98.out
+++ b/regression-test/data/inverted_index_p1/tpcds_sf1_index/sql/q98.out
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-AAAAAAAABKDCAAAA Wide, certain v Sports guns 5.44 505.47 0.13244891858669167
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