Files
doris/be/src/exprs/bitmap_function.cpp
luozenglin c7a3116f98 [Function] add bitmap function of bitmap_has_all (#6918)
The 'bitmap_has_all' function returns true if the first bitmap contains all the elements of the second bitmap.
2021-11-01 12:50:47 +08:00

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31 KiB
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// 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.
#include "exprs/bitmap_function.h"
#include "exprs/anyval_util.h"
#include "gutil/strings/numbers.h"
#include "gutil/strings/split.h"
#include "util/bitmap_value.h"
#include "util/string_parser.hpp"
namespace doris {
namespace detail {
const int DATETIME_PACKED_TIME_BYTE_SIZE = 8;
const int DATETIME_TYPE_BYTE_SIZE = 4;
const int DECIMAL_BYTE_SIZE = 16;
// get_val start
template <typename ValType, typename T>
T get_val(const ValType& x) {
DCHECK(!x.is_null);
return x.val;
}
template <>
StringValue get_val(const StringVal& x) {
DCHECK(!x.is_null);
return StringValue::from_string_val(x);
}
template <>
DateTimeValue get_val(const DateTimeVal& x) {
return DateTimeValue::from_datetime_val(x);
}
template <>
DecimalV2Value get_val(const DecimalV2Val& x) {
return DecimalV2Value::from_decimal_val(x);
}
// get_val end
// serialize_size start
template <typename T>
int32_t serialize_size(const T& v) {
return sizeof(T);
}
template <>
int32_t serialize_size(const DateTimeValue& v) {
return DATETIME_PACKED_TIME_BYTE_SIZE + DATETIME_TYPE_BYTE_SIZE;
}
template <>
int32_t serialize_size(const DecimalV2Value& v) {
return DECIMAL_BYTE_SIZE;
}
template <>
int32_t serialize_size(const StringValue& v) {
return v.len + 4;
}
// serialize_size end
// write_to start
template <typename T>
char* write_to(const T& v, char* dest) {
size_t type_size = sizeof(T);
memcpy(dest, &v, type_size);
dest += type_size;
return dest;
}
template <>
char* write_to(const DateTimeValue& v, char* dest) {
DateTimeVal value;
v.to_datetime_val(&value);
*(int64_t*)dest = value.packed_time;
dest += DATETIME_PACKED_TIME_BYTE_SIZE;
*(int*)dest = value.type;
dest += DATETIME_TYPE_BYTE_SIZE;
return dest;
}
template <>
char* write_to(const DecimalV2Value& v, char* dest) {
__int128 value = v.value();
memcpy(dest, &value, DECIMAL_BYTE_SIZE);
dest += DECIMAL_BYTE_SIZE;
return dest;
}
template <>
char* write_to(const StringValue& v, char* dest) {
*(int32_t*)dest = v.len;
dest += 4;
memcpy(dest, v.ptr, v.len);
dest += v.len;
return dest;
}
// write_to end
// read_from start
template <typename T>
void read_from(const char** src, T* result) {
size_t type_size = sizeof(T);
memcpy(result, *src, type_size);
*src += type_size;
}
template <>
void read_from(const char** src, DateTimeValue* result) {
DateTimeVal value;
value.is_null = false;
value.packed_time = *(int64_t*)(*src);
*src += DATETIME_PACKED_TIME_BYTE_SIZE;
value.type = *(int*)(*src);
*src += DATETIME_TYPE_BYTE_SIZE;
*result = DateTimeValue::from_datetime_val(value);
;
}
template <>
void read_from(const char** src, DecimalV2Value* result) {
__int128 v = 0;
memcpy(&v, *src, DECIMAL_BYTE_SIZE);
*src += DECIMAL_BYTE_SIZE;
*result = DecimalV2Value(v);
}
template <>
void read_from(const char** src, StringValue* result) {
int32_t length = *(int32_t*)(*src);
*src += 4;
*result = StringValue((char*)*src, length);
*src += length;
}
// read_from end
} // namespace detail
static StringVal serialize(FunctionContext* ctx, BitmapValue* value) {
StringVal result(ctx, value->getSizeInBytes());
value->write((char*)result.ptr);
return result;
}
// Calculate the intersection of two or more bitmaps
// Usage: intersect_count(bitmap_column_to_count, filter_column, filter_values ...)
// Example: intersect_count(user_id, event, 'A', 'B', 'C'), meaning find the intersect count of user_id in all A/B/C 3 bitmaps
// Todo(kks) Use Array type instead of variable arguments
template <typename T>
struct BitmapIntersect {
public:
BitmapIntersect() {}
explicit BitmapIntersect(const char* src) { deserialize(src); }
void add_key(const T key) {
BitmapValue empty_bitmap;
_bitmaps[key] = empty_bitmap;
}
void update(const T& key, const BitmapValue& bitmap) {
if (_bitmaps.find(key) != _bitmaps.end()) {
_bitmaps[key] |= bitmap;
}
}
void merge(const BitmapIntersect& other) {
for (auto& kv : other._bitmaps) {
if (_bitmaps.find(kv.first) != _bitmaps.end()) {
_bitmaps[kv.first] |= kv.second;
} else {
_bitmaps[kv.first] = kv.second;
}
}
}
// calculate the intersection for _bitmaps's bitmap values
int64_t intersect_count() const {
if (_bitmaps.empty()) {
return 0;
}
BitmapValue result;
auto it = _bitmaps.begin();
result |= it->second;
it++;
for (; it != _bitmaps.end(); it++) {
result &= it->second;
}
return result.cardinality();
}
// the serialize size
size_t size() {
size_t size = 4;
for (auto& kv : _bitmaps) {
size += detail::serialize_size(kv.first);
;
size += kv.second.getSizeInBytes();
}
return size;
}
//must call size() first
void serialize(char* dest) {
char* writer = dest;
*(int32_t*)writer = _bitmaps.size();
writer += 4;
for (auto& kv : _bitmaps) {
writer = detail::write_to(kv.first, writer);
kv.second.write(writer);
writer += kv.second.getSizeInBytes();
}
}
void deserialize(const char* src) {
const char* reader = src;
int32_t bitmaps_size = *(int32_t*)reader;
reader += 4;
for (int32_t i = 0; i < bitmaps_size; i++) {
T key;
detail::read_from(&reader, &key);
BitmapValue bitmap(reader);
reader += bitmap.getSizeInBytes();
_bitmaps[key] = bitmap;
}
}
private:
std::map<T, BitmapValue> _bitmaps;
};
void BitmapFunctions::init() {}
void BitmapFunctions::bitmap_init(FunctionContext* ctx, StringVal* dst) {
dst->is_null = false;
dst->len = sizeof(BitmapValue);
dst->ptr = (uint8_t*)new BitmapValue();
}
StringVal BitmapFunctions::bitmap_empty(FunctionContext* ctx) {
BitmapValue bitmap;
return serialize(ctx, &bitmap);
}
template <typename T>
void BitmapFunctions::bitmap_update_int(FunctionContext* ctx, const T& src, StringVal* dst) {
if (src.is_null) {
return;
}
auto dst_bitmap = reinterpret_cast<BitmapValue*>(dst->ptr);
dst_bitmap->add(src.val);
}
BigIntVal BitmapFunctions::bitmap_finalize(FunctionContext* ctx, const StringVal& src) {
auto src_bitmap = reinterpret_cast<BitmapValue*>(src.ptr);
BigIntVal result(src_bitmap->cardinality());
delete src_bitmap;
return result;
}
BigIntVal BitmapFunctions::bitmap_get_value(FunctionContext* ctx, const StringVal& src) {
if (src.is_null) {
return 0;
}
auto src_bitmap = reinterpret_cast<BitmapValue*>(src.ptr);
BigIntVal result(src_bitmap->cardinality());
return result;
}
void BitmapFunctions::bitmap_union(FunctionContext* ctx, const StringVal& src, StringVal* dst) {
if (src.is_null) {
return;
}
auto dst_bitmap = reinterpret_cast<BitmapValue*>(dst->ptr);
// zero size means the src input is a agg object
if (src.len == 0) {
(*dst_bitmap) |= *reinterpret_cast<BitmapValue*>(src.ptr);
} else {
(*dst_bitmap) |= BitmapValue((char*)src.ptr);
}
}
// the dst value could be null
void BitmapFunctions::nullable_bitmap_init(FunctionContext* ctx, StringVal* dst) {
dst->is_null = true;
}
void BitmapFunctions::bitmap_intersect(FunctionContext* ctx, const StringVal& src, StringVal* dst) {
if (src.is_null) {
return;
}
// if dst is null, the src input is the first value
if (dst->is_null) {
dst->is_null = false;
dst->len = sizeof(BitmapValue);
dst->ptr = (uint8_t*)new BitmapValue((char*)src.ptr);
return;
}
auto dst_bitmap = reinterpret_cast<BitmapValue*>(dst->ptr);
// zero size means the src input is a agg object
if (src.len == 0) {
(*dst_bitmap) &= *reinterpret_cast<BitmapValue*>(src.ptr);
} else {
(*dst_bitmap) &= BitmapValue((char*)src.ptr);
}
}
BigIntVal BitmapFunctions::bitmap_count(FunctionContext* ctx, const StringVal& src) {
if (src.is_null) {
return 0;
}
// zero size means the src input is a agg object
if (src.len == 0) {
auto bitmap = reinterpret_cast<BitmapValue*>(src.ptr);
return {bitmap->cardinality()};
} else {
BitmapValue bitmap((char*)src.ptr);
return {bitmap.cardinality()};
}
}
BigIntVal BitmapFunctions::bitmap_min(FunctionContext* ctx, const StringVal& src) {
if (src.is_null) {
return BigIntVal::null();
}
if (src.len == 0) {
return reinterpret_cast<BitmapValue*>(src.ptr)->minimum();
} else {
auto bitmap = BitmapValue((char*)src.ptr);
return bitmap.minimum();
}
}
StringVal BitmapFunctions::to_bitmap(doris_udf::FunctionContext* ctx,
const doris_udf::StringVal& src) {
BitmapValue bitmap;
if (!src.is_null) {
StringParser::ParseResult parse_result = StringParser::PARSE_SUCCESS;
uint64_t int_value = StringParser::string_to_unsigned_int<uint64_t>(
reinterpret_cast<char*>(src.ptr), src.len, &parse_result);
if (UNLIKELY(parse_result != StringParser::PARSE_SUCCESS)) {
std::stringstream error_msg;
error_msg << "The input: " << std::string(reinterpret_cast<char*>(src.ptr), src.len)
<< " is not valid, to_bitmap only support bigint value from 0 to "
"18446744073709551615 currently";
ctx->set_error(error_msg.str().c_str());
return StringVal::null();
}
bitmap.add(int_value);
}
return serialize(ctx, &bitmap);
}
StringVal BitmapFunctions::bitmap_hash(doris_udf::FunctionContext* ctx,
const doris_udf::StringVal& src) {
BitmapValue bitmap;
if (!src.is_null) {
uint32_t hash_value =
HashUtil::murmur_hash3_32(src.ptr, src.len, HashUtil::MURMUR3_32_SEED);
bitmap.add(hash_value);
}
return serialize(ctx, &bitmap);
}
StringVal BitmapFunctions::bitmap_serialize(FunctionContext* ctx, const StringVal& src) {
if (src.is_null) {
return src;
}
auto src_bitmap = reinterpret_cast<BitmapValue*>(src.ptr);
StringVal result = serialize(ctx, src_bitmap);
delete src_bitmap;
return result;
}
// This is a init function for intersect_count not for bitmap_intersect.
template <typename T, typename ValType>
void BitmapFunctions::bitmap_intersect_init(FunctionContext* ctx, StringVal* dst) {
dst->is_null = false;
dst->len = sizeof(BitmapIntersect<T>);
auto intersect = new BitmapIntersect<T>();
// constant args start from index 2
for (int i = 2; i < ctx->get_num_constant_args(); ++i) {
DCHECK(ctx->is_arg_constant(i));
ValType* arg = reinterpret_cast<ValType*>(ctx->get_constant_arg(i));
intersect->add_key(detail::get_val<ValType, T>(*arg));
}
dst->ptr = (uint8_t*)intersect;
}
template <typename T, typename ValType>
void BitmapFunctions::bitmap_intersect_update(FunctionContext* ctx, const StringVal& src,
const ValType& key, int num_key, const ValType* keys,
const StringVal* dst) {
auto* dst_bitmap = reinterpret_cast<BitmapIntersect<T>*>(dst->ptr);
// zero size means the src input is a agg object
if (src.len == 0) {
dst_bitmap->update(detail::get_val<ValType, T>(key),
*reinterpret_cast<BitmapValue*>(src.ptr));
} else {
dst_bitmap->update(detail::get_val<ValType, T>(key), BitmapValue((char*)src.ptr));
}
}
template <typename T>
void BitmapFunctions::bitmap_intersect_merge(FunctionContext* ctx, const StringVal& src,
const StringVal* dst) {
auto* dst_bitmap = reinterpret_cast<BitmapIntersect<T>*>(dst->ptr);
dst_bitmap->merge(BitmapIntersect<T>((char*)src.ptr));
}
template <typename T>
StringVal BitmapFunctions::bitmap_intersect_serialize(FunctionContext* ctx, const StringVal& src) {
auto* src_bitmap = reinterpret_cast<BitmapIntersect<T>*>(src.ptr);
StringVal result(ctx, src_bitmap->size());
src_bitmap->serialize((char*)result.ptr);
delete src_bitmap;
return result;
}
template <typename T>
BigIntVal BitmapFunctions::bitmap_intersect_finalize(FunctionContext* ctx, const StringVal& src) {
auto* src_bitmap = reinterpret_cast<BitmapIntersect<T>*>(src.ptr);
BigIntVal result = BigIntVal(src_bitmap->intersect_count());
delete src_bitmap;
return result;
}
StringVal BitmapFunctions::bitmap_or(FunctionContext* ctx, const StringVal& lhs,
const StringVal& rhs) {
if (lhs.is_null || rhs.is_null) {
return StringVal::null();
}
BitmapValue bitmap;
if (lhs.len == 0) {
bitmap |= *reinterpret_cast<BitmapValue*>(lhs.ptr);
} else {
bitmap |= BitmapValue((char*)lhs.ptr);
}
if (rhs.len == 0) {
bitmap |= *reinterpret_cast<BitmapValue*>(rhs.ptr);
} else {
bitmap |= BitmapValue((char*)rhs.ptr);
}
return serialize(ctx, &bitmap);
}
StringVal BitmapFunctions::bitmap_and(FunctionContext* ctx, const StringVal& lhs,
const StringVal& rhs) {
if (lhs.is_null || rhs.is_null) {
return StringVal::null();
}
BitmapValue bitmap;
if (lhs.len == 0) {
bitmap |= *reinterpret_cast<BitmapValue*>(lhs.ptr);
} else {
bitmap |= BitmapValue((char*)lhs.ptr);
}
if (rhs.len == 0) {
bitmap &= *reinterpret_cast<BitmapValue*>(rhs.ptr);
} else {
bitmap &= BitmapValue((char*)rhs.ptr);
}
return serialize(ctx, &bitmap);
}
StringVal BitmapFunctions::bitmap_xor(FunctionContext* ctx, const StringVal& lhs,
const StringVal& rhs) {
if (lhs.is_null || rhs.is_null) {
return StringVal::null();
}
BitmapValue bitmap;
if (lhs.len == 0) {
bitmap |= *reinterpret_cast<BitmapValue*>(lhs.ptr);
} else {
bitmap |= BitmapValue((char*)lhs.ptr);
}
if (rhs.len == 0) {
bitmap ^= *reinterpret_cast<BitmapValue*>(rhs.ptr);
} else {
bitmap ^= BitmapValue((char*)rhs.ptr);
}
return serialize(ctx, &bitmap);
}
StringVal BitmapFunctions::bitmap_not(FunctionContext* ctx, const StringVal& lhs,
const StringVal& rhs) {
if (lhs.is_null || rhs.is_null) {
return StringVal::null();
}
BitmapValue bitmap;
if (lhs.len == 0) {
bitmap |= *reinterpret_cast<BitmapValue*>(lhs.ptr);
} else {
bitmap |= BitmapValue((char*)lhs.ptr);
}
if (rhs.len == 0) {
bitmap -= *reinterpret_cast<BitmapValue*>(rhs.ptr);
} else {
bitmap -= BitmapValue((char*)rhs.ptr);
}
return serialize(ctx, &bitmap);
}
StringVal BitmapFunctions::bitmap_and_not(FunctionContext* ctx, const StringVal& lhs,
const StringVal& rhs) {
return bitmap_xor(ctx, lhs, bitmap_and(ctx, lhs, rhs));
}
BigIntVal BitmapFunctions::bitmap_and_not_count(FunctionContext* ctx, const StringVal& lhs,
const StringVal& rhs) {
return bitmap_count(ctx, bitmap_and_not(ctx, lhs, rhs));
}
StringVal BitmapFunctions::bitmap_to_string(FunctionContext* ctx, const StringVal& input) {
if (input.is_null) {
return StringVal::null();
}
std::string str;
if (input.len == 0) {
str = reinterpret_cast<BitmapValue*>(input.ptr)->to_string();
} else {
BitmapValue bitmap((char*)input.ptr);
str = bitmap.to_string();
}
return AnyValUtil::from_string_temp(ctx, str);
}
StringVal BitmapFunctions::bitmap_from_string(FunctionContext* ctx, const StringVal& input) {
if (input.is_null) {
return StringVal::null();
}
std::vector<uint64_t> bits;
// The constructor of `stringPiece` only support int type.
if ((input.len > INT32_MAX) || !SplitStringAndParse({(const char*)input.ptr, (int)input.len},
",", &safe_strtou64, &bits)) {
return StringVal::null();
}
BitmapValue bitmap(bits);
return serialize(ctx, &bitmap);
}
BooleanVal BitmapFunctions::bitmap_contains(FunctionContext* ctx, const StringVal& src,
const BigIntVal& input) {
if (src.is_null || input.is_null) {
return BooleanVal::null();
}
if (src.len == 0) {
auto bitmap = reinterpret_cast<BitmapValue*>(src.ptr);
return {bitmap->contains(input.val)};
}
BitmapValue bitmap((char*)src.ptr);
return {bitmap.contains(input.val)};
}
BooleanVal BitmapFunctions::bitmap_has_any(FunctionContext* ctx, const StringVal& lhs,
const StringVal& rhs) {
if (lhs.is_null || rhs.is_null) {
return BooleanVal::null();
}
BitmapValue bitmap;
if (lhs.len == 0) {
bitmap |= *reinterpret_cast<BitmapValue*>(lhs.ptr);
} else {
bitmap |= BitmapValue((char*)lhs.ptr);
}
if (rhs.len == 0) {
bitmap &= *reinterpret_cast<BitmapValue*>(rhs.ptr);
} else {
bitmap &= BitmapValue((char*)rhs.ptr);
}
return {bitmap.cardinality() != 0};
}
BooleanVal BitmapFunctions::bitmap_has_all(FunctionContext *ctx, const StringVal &lhs,
const StringVal &rhs) {
if (lhs.is_null || rhs.is_null) {
return BooleanVal::null();
}
if (lhs.len != 0 && rhs.len != 0) {
BitmapValue bitmap = BitmapValue(reinterpret_cast<char *>(lhs.ptr));
int64_t lhs_cardinality = bitmap.cardinality();
bitmap |= BitmapValue(reinterpret_cast<char *>(rhs.ptr));
return {bitmap.cardinality() == lhs_cardinality};
} else if (rhs.len != 0) {
return {false};
} else {
return {true};
}
}
BigIntVal BitmapFunctions::bitmap_max(FunctionContext* ctx, const StringVal& src) {
if (src.is_null) {
return BigIntVal::null();
}
if (src.len == 0) {
return reinterpret_cast<BitmapValue*>(src.ptr)->maximum();
} else {
auto bitmap = BitmapValue((char*)src.ptr);
return bitmap.maximum();
}
}
StringVal BitmapFunctions::bitmap_subset_in_range(FunctionContext* ctx, const StringVal& src,
const BigIntVal& range_start, const BigIntVal& range_end) {
if (src.is_null || range_start.is_null || range_end.is_null) {
return StringVal::null();
}
if (range_start.val >= range_end.val || range_start.val < 0 || range_end.val < 0) {
return StringVal::null();
}
BitmapValue ret_bitmap;
if (src.len == 0) {
ret_bitmap = *reinterpret_cast<BitmapValue*>(src.ptr);
} else {
BitmapValue bitmap = BitmapValue((char*)src.ptr);
bitmap.sub_range(range_start.val, range_end.val, &ret_bitmap);
}
return serialize(ctx, &ret_bitmap);
}
template void BitmapFunctions::bitmap_update_int<TinyIntVal>(FunctionContext* ctx,
const TinyIntVal& src, StringVal* dst);
template void BitmapFunctions::bitmap_update_int<SmallIntVal>(FunctionContext* ctx,
const SmallIntVal& src,
StringVal* dst);
template void BitmapFunctions::bitmap_update_int<IntVal>(FunctionContext* ctx, const IntVal& src,
StringVal* dst);
template void BitmapFunctions::bitmap_update_int<BigIntVal>(FunctionContext* ctx,
const BigIntVal& src, StringVal* dst);
// this is init function for intersect_count not for bitmap_intersect
template void BitmapFunctions::bitmap_intersect_init<int8_t, TinyIntVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<int16_t, SmallIntVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<int32_t, IntVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<int64_t, BigIntVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<__int128, LargeIntVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<float, FloatVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<double, DoubleVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<DateTimeValue, DateTimeVal>(
FunctionContext* ctx, StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<DecimalV2Value, DecimalV2Val>(
FunctionContext* ctx, StringVal* dst);
template void BitmapFunctions::bitmap_intersect_init<StringValue, StringVal>(FunctionContext* ctx,
StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<int8_t, TinyIntVal>(
FunctionContext* ctx, const StringVal& src, const TinyIntVal& key, int num_key,
const TinyIntVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<int16_t, SmallIntVal>(
FunctionContext* ctx, const StringVal& src, const SmallIntVal& key, int num_key,
const SmallIntVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<int32_t, IntVal>(
FunctionContext* ctx, const StringVal& src, const IntVal& key, int num_key,
const IntVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<int64_t, BigIntVal>(
FunctionContext* ctx, const StringVal& src, const BigIntVal& key, int num_key,
const BigIntVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<__int128, LargeIntVal>(
FunctionContext* ctx, const StringVal& src, const LargeIntVal& key, int num_key,
const LargeIntVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<float, FloatVal>(
FunctionContext* ctx, const StringVal& src, const FloatVal& key, int num_key,
const FloatVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<double, DoubleVal>(
FunctionContext* ctx, const StringVal& src, const DoubleVal& key, int num_key,
const DoubleVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<DateTimeValue, DateTimeVal>(
FunctionContext* ctx, const StringVal& src, const DateTimeVal& key, int num_key,
const DateTimeVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<DecimalV2Value, DecimalV2Val>(
FunctionContext* ctx, const StringVal& src, const DecimalV2Val& key, int num_key,
const DecimalV2Val* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_update<StringValue, StringVal>(
FunctionContext* ctx, const StringVal& src, const StringVal& key, int num_key,
const StringVal* keys, const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<int8_t>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<int16_t>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<int32_t>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<int64_t>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<__int128>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<float>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<double>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<DateTimeValue>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<DecimalV2Value>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template void BitmapFunctions::bitmap_intersect_merge<StringValue>(FunctionContext* ctx,
const StringVal& src,
const StringVal* dst);
template StringVal BitmapFunctions::bitmap_intersect_serialize<int8_t>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<int16_t>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<int32_t>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<int64_t>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<__int128>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<float>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<double>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<DateTimeValue>(FunctionContext* ctx,
const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<DecimalV2Value>(
FunctionContext* ctx, const StringVal& src);
template StringVal BitmapFunctions::bitmap_intersect_serialize<StringValue>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<int8_t>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<int16_t>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<int32_t>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<int64_t>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<__int128>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<float>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<double>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<DateTimeValue>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<DecimalV2Value>(FunctionContext* ctx,
const StringVal& src);
template BigIntVal BitmapFunctions::bitmap_intersect_finalize<StringValue>(FunctionContext* ctx,
const StringVal& src);
} // namespace doris