Files
doris/be/src/vec/columns/column_array.cpp
camby a498463ab5 [feature-wip](array-type)support select ARRAY data type on vectorized engine (#8217) (#8584)
Usage Example:
1. create table for test;
```
`CREATE TABLE `array_test` (
  `k1` tinyint(4) NOT NULL COMMENT "",
  `k2` smallint(6) NULL COMMENT "",
  `k3` ARRAY<int(11)> NULL COMMENT ""
) ENGINE=OLAP
DUPLICATE KEY(`k1`)
COMMENT "OLAP"
DISTRIBUTED BY HASH(`k1`) BUCKETS 5
PROPERTIES (
"replication_allocation" = "tag.location.default: 1",
"in_memory" = "false",
"storage_format" = "V2"
);`
```

2. insert some data
```
`insert into array_test values(1, 2, [1, 2]);`
`insert into array_test values(2, 3, null);`
`insert into array_test values(3, null, null);`
`insert into array_test values(4, null, []);`
```

3. open vectorized
`set enable_vectorized_engine=true;`

4. query array data
`select * from array_test;`
+------+------+--------+
| k1   | k2   | k3     |
+------+------+--------+
|    4 | NULL | []     |
|    2 |    3 | NULL   |
|    1 |    2 | [1, 2] |
|    3 | NULL | NULL   |
+------+------+--------+
4 rows in set (0.061 sec)

Code Changes include:
1. add column_array, data_type_array codes;
2. codes about data_type creation by Field, TabletColumn, TypeDescriptor, PColumnMeta move to DataTypeFactory;
3. support create data_type for ARRAY date type;
4. RowBlockV2::convert_to_vec_block support ARRAY date type;
5. VMysqlResultWriter::append_block support ARRAY date type;
6. vectorized::Block serialize and deserialize support ARRAY date type;
2022-03-22 15:21:44 +08:00

705 lines
28 KiB
C++

// 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.
// This file is copied from
// https://github.com/ClickHouse/ClickHouse/blob/master/src/Columns/ColumnArray.cpp
// and modified by Doris
#include <string.h> // memcpy
#include "vec/common/assert_cast.h"
#include "vec/columns/collator.h"
#include "vec/columns/column_array.h"
#include "vec/columns/column_const.h"
#include "vec/columns/column_nullable.h"
#include "vec/columns/column_string.h"
#include "vec/columns/columns_common.h"
#include "vec/columns/columns_number.h"
namespace doris::vectorized {
namespace ErrorCodes {
extern const int NOT_IMPLEMENTED;
extern const int BAD_ARGUMENTS;
extern const int PARAMETER_OUT_OF_BOUND;
extern const int SIZES_OF_COLUMNS_DOESNT_MATCH;
extern const int LOGICAL_ERROR;
extern const int TOO_LARGE_ARRAY_SIZE;
}
/** Obtaining array as Field can be slow for large arrays and consume vast amount of memory.
* Just don't allow to do it.
* You can increase the limit if the following query:
* SELECT range(10000000)
* will take less than 500ms on your machine.
*/
static constexpr size_t max_array_size_as_field = 1000000;
ColumnArray::ColumnArray(MutableColumnPtr && nested_column, MutableColumnPtr && offsets_column)
: data(std::move(nested_column)), offsets(std::move(offsets_column)) {
const ColumnOffsets * offsets_concrete = typeid_cast<const ColumnOffsets *>(offsets.get());
if (!offsets_concrete) {
LOG(FATAL) << "offsets_column must be a ColumnUInt64";
}
if (!offsets_concrete->empty() && nested_column) {
Offset last_offset = offsets_concrete->get_data().back();
/// This will also prevent possible overflow in offset.
if (nested_column->size() != last_offset) {
LOG(FATAL) << "offsets_column has data inconsistent with nested_column";
}
}
/** NOTE
* Arrays with constant value are possible and used in implementation of higher order functions (see FunctionReplicate).
* But in most cases, arrays with constant value are unexpected and code will work wrong. Use with caution.
*/
}
ColumnArray::ColumnArray(MutableColumnPtr && nested_column)
: data(std::move(nested_column)) {
if (!data->empty()) {
LOG(FATAL) << "Not empty data passed to ColumnArray, but no offsets passed";
}
offsets = ColumnOffsets::create();
}
std::string ColumnArray::get_name() const { return "Array(" + get_data().get_name() + ")"; }
MutableColumnPtr ColumnArray::clone_resized(size_t to_size) const {
auto res = ColumnArray::create(get_data().clone_empty());
if (to_size == 0)
return res;
size_t from_size = size();
if (to_size <= from_size) {
/// Just cut column.
res->get_offsets().assign(get_offsets().begin(), get_offsets().begin() + to_size);
res->get_data().insert_range_from(get_data(), 0, get_offsets()[to_size - 1]);
} else {
/// Copy column and append empty arrays for extra elements.
Offset offset = 0;
if (from_size > 0) {
res->get_offsets().assign(get_offsets().begin(), get_offsets().end());
res->get_data().insert_range_from(get_data(), 0, get_data().size());
offset = get_offsets().back();
}
res->get_offsets().resize(to_size);
for (size_t i = from_size; i < to_size; ++i)
res->get_offsets()[i] = offset;
}
return res;
}
size_t ColumnArray::size() const {
return get_offsets().size();
}
Field ColumnArray::operator[](size_t n) const {
size_t offset = offset_at(n);
size_t size = size_at(n);
if (size > max_array_size_as_field)
LOG(FATAL) << "Array of size " << size << " is too large to be manipulated as single field,"
<< "maximum size " << max_array_size_as_field;
Array res(size);
for (size_t i = 0; i < size; ++i)
res[i] = get_data()[offset + i];
return res;
}
void ColumnArray::get(size_t n, Field & res) const {
size_t offset = offset_at(n);
size_t size = size_at(n);
if (size > max_array_size_as_field)
LOG(FATAL) << "Array of size " << size << " is too large to be manipulated as single field,"
<< " maximum size " << max_array_size_as_field;
res = Array(size);
Array & res_arr = doris::vectorized::get<Array &>(res);
for (size_t i = 0; i < size; ++i)
get_data().get(offset + i, res_arr[i]);
}
StringRef ColumnArray::get_data_at(size_t n) const {
/** Returns the range of memory that covers all elements of the array.
* Works for arrays of fixed length values.
* For arrays of strings and arrays of arrays, the resulting chunk of memory may not be one-to-one correspondence with the elements,
* since it contains only the data laid in succession, but not the offsets.
*/
size_t offset_of_first_elem = offset_at(n);
StringRef first = get_data().get_data_at_with_terminating_zero(offset_of_first_elem);
size_t array_size = size_at(n);
if (array_size == 0)
return StringRef(first.data, 0);
size_t offset_of_last_elem = get_offsets()[n] - 1;
StringRef last = get_data().get_data_at_with_terminating_zero(offset_of_last_elem);
return StringRef(first.data, last.data + last.size - first.data);
}
bool ColumnArray::is_default_at(size_t n) const {
const auto & offsets_data = get_offsets();
return offsets_data[n] == offsets_data[static_cast<ssize_t>(n) - 1];
}
void ColumnArray::insert_data(const char * pos, size_t length) {
/** Similarly - only for arrays of fixed length values.
*/
if (!data->is_fixed_and_contiguous())
LOG(FATAL) << "Method insert_data is not supported for " << get_name();
size_t field_size = data->size_of_value_if_fixed();
size_t elems = 0;
if (length)
{
const char * end = pos + length;
for (; pos + field_size <= end; pos += field_size, ++elems)
data->insert_data(pos, field_size);
if (pos != end)
LOG(FATAL) << "Incorrect length argument for method ColumnArray::insert_data";
}
get_offsets().push_back(get_offsets().back() + elems);
}
StringRef ColumnArray::serialize_value_into_arena(size_t n, Arena & arena, char const *& begin) const {
size_t array_size = size_at(n);
size_t offset = offset_at(n);
char * pos = arena.alloc_continue(sizeof(array_size), begin);
memcpy(pos, &array_size, sizeof(array_size));
StringRef res(pos, sizeof(array_size));
for (size_t i = 0; i < array_size; ++i) {
auto value_ref = get_data().serialize_value_into_arena(offset + i, arena, begin);
res.data = value_ref.data - res.size;
res.size += value_ref.size;
}
return res;
}
const char * ColumnArray::deserialize_and_insert_from_arena(const char * pos) {
size_t array_size = unaligned_load<size_t>(pos);
pos += sizeof(array_size);
for (size_t i = 0; i < array_size; ++i)
pos = get_data().deserialize_and_insert_from_arena(pos);
get_offsets().push_back(get_offsets().back() + array_size);
return pos;
}
void ColumnArray::update_hash_with_value(size_t n, SipHash & hash) const {
size_t array_size = size_at(n);
size_t offset = offset_at(n);
hash.update(array_size);
for (size_t i = 0; i < array_size; ++i)
get_data().update_hash_with_value(offset + i, hash);
}
void ColumnArray::insert(const Field & x) {
const Array & array = doris::vectorized::get<const Array &>(x);
size_t size = array.size();
for (size_t i = 0; i < size; ++i)
get_data().insert(array[i]);
get_offsets().push_back(get_offsets().back() + size);
}
void ColumnArray::insert_from(const IColumn & src_, size_t n) {
const ColumnArray & src = assert_cast<const ColumnArray &>(src_);
size_t size = src.size_at(n);
size_t offset = src.offset_at(n);
get_data().insert_range_from(src.get_data(), offset, size);
get_offsets().push_back(get_offsets().back() + size);
}
void ColumnArray::insert_default() {
/// NOTE 1: We can use back() even if the array is empty (due to zero -1th element in PODArray).
/// NOTE 2: We cannot use reference in push_back, because reference get invalidated if array is reallocated.
auto last_offset = get_offsets().back();
get_offsets().push_back(last_offset);
}
void ColumnArray::pop_back(size_t n) {
auto & offsets_data = get_offsets();
DCHECK(n <= offsets_data.size());
size_t nested_n = offsets_data.back() - offset_at(offsets_data.size() - n);
if (nested_n)
get_data().pop_back(nested_n);
offsets_data.resize_assume_reserved(offsets_data.size() - n);
}
void ColumnArray::reserve(size_t n) {
get_offsets().reserve(n);
get_data().reserve(n); /// The average size of arrays is not taken into account here. Or it is considered to be no more than 1.
}
size_t ColumnArray::byte_size() const {
return get_data().byte_size() + get_offsets().size() * sizeof(get_offsets()[0]);
}
size_t ColumnArray::allocated_bytes() const {
return get_data().allocated_bytes() + get_offsets().allocated_bytes();
}
void ColumnArray::protect() {
get_data().protect();
get_offsets().protect();
}
ColumnPtr ColumnArray::convert_to_full_column_if_const() const {
/// It is possible to have an array with constant data and non-constant offsets.
/// Example is the result of expression: replicate('hello', [1])
return ColumnArray::create(data->convert_to_full_column_if_const(), offsets);
}
void ColumnArray::insert_range_from(const IColumn & src, size_t start, size_t length) {
if (length == 0)
return;
const ColumnArray & src_concrete = assert_cast<const ColumnArray &>(src);
if (start + length > src_concrete.get_offsets().size())
LOG(FATAL) << "Parameter out of bound in ColumnArray::insert_range_from method. [start("
<< std::to_string(start) << ") + length(" << std::to_string(length)
<< ") > offsets.size(" << std::to_string(src_concrete.get_offsets().size()) << ")]";
size_t nested_offset = src_concrete.offset_at(start);
size_t nested_length = src_concrete.get_offsets()[start + length - 1] - nested_offset;
get_data().insert_range_from(src_concrete.get_data(), nested_offset, nested_length);
Offsets & cur_offsets = get_offsets();
const Offsets & src_offsets = src_concrete.get_offsets();
if (start == 0 && cur_offsets.empty()) {
cur_offsets.assign(src_offsets.begin(), src_offsets.begin() + length);
} else {
size_t old_size = cur_offsets.size();
size_t prev_max_offset = old_size ? cur_offsets.back() : 0;
cur_offsets.resize(old_size + length);
for (size_t i = 0; i < length; ++i)
cur_offsets[old_size + i] = src_offsets[start + i] - nested_offset + prev_max_offset;
}
}
ColumnPtr ColumnArray::filter(const Filter & filt, ssize_t result_size_hint) const {
if (typeid_cast<const ColumnUInt8 *>(data.get())) return filter_number<UInt8>(filt, result_size_hint);
if (typeid_cast<const ColumnUInt16 *>(data.get())) return filter_number<UInt16>(filt, result_size_hint);
if (typeid_cast<const ColumnUInt32 *>(data.get())) return filter_number<UInt32>(filt, result_size_hint);
if (typeid_cast<const ColumnUInt64 *>(data.get())) return filter_number<UInt64>(filt, result_size_hint);
if (typeid_cast<const ColumnInt8 *>(data.get())) return filter_number<Int8>(filt, result_size_hint);
if (typeid_cast<const ColumnInt16 *>(data.get())) return filter_number<Int16>(filt, result_size_hint);
if (typeid_cast<const ColumnInt32 *>(data.get())) return filter_number<Int32>(filt, result_size_hint);
if (typeid_cast<const ColumnInt64 *>(data.get())) return filter_number<Int64>(filt, result_size_hint);
if (typeid_cast<const ColumnFloat32 *>(data.get())) return filter_number<Float32>(filt, result_size_hint);
if (typeid_cast<const ColumnFloat64 *>(data.get())) return filter_number<Float64>(filt, result_size_hint);
if (typeid_cast<const ColumnString *>(data.get())) return filter_string(filt, result_size_hint);
//if (typeid_cast<const ColumnTuple *>(data.get())) return filterTuple(filt, result_size_hint);
if (typeid_cast<const ColumnNullable *>(data.get())) return filter_nullable(filt, result_size_hint);
return filter_generic(filt, result_size_hint);
}
template <typename T>
ColumnPtr ColumnArray::filter_number(const Filter & filt, ssize_t result_size_hint) const {
if (get_offsets().empty())
return ColumnArray::create(data);
auto res = ColumnArray::create(data->clone_empty());
auto & res_elems = assert_cast<ColumnVector<T> &>(res->get_data()).get_data();
Offsets & res_offsets = res->get_offsets();
filter_arrays_impl<T>(assert_cast<const ColumnVector<T> &>(*data).get_data(), get_offsets(), res_elems, res_offsets, filt, result_size_hint);
return res;
}
ColumnPtr ColumnArray::filter_string(const Filter & filt, ssize_t result_size_hint) const {
size_t col_size = get_offsets().size();
if (col_size != filt.size())
LOG(FATAL) << "Size of filter doesn't match size of column.";
if (0 == col_size)
return ColumnArray::create(data);
auto res = ColumnArray::create(data->clone_empty());
const ColumnString & src_string = typeid_cast<const ColumnString &>(*data);
const ColumnString::Chars & src_chars = src_string.get_chars();
const Offsets & src_string_offsets = src_string.get_offsets();
const Offsets & src_offsets = get_offsets();
ColumnString::Chars & res_chars = typeid_cast<ColumnString &>(res->get_data()).get_chars();
Offsets & res_string_offsets = typeid_cast<ColumnString &>(res->get_data()).get_offsets();
Offsets & res_offsets = res->get_offsets();
if (result_size_hint < 0) {
res_chars.reserve(src_chars.size());
res_string_offsets.reserve(src_string_offsets.size());
res_offsets.reserve(col_size);
}
Offset prev_src_offset = 0;
Offset prev_src_string_offset = 0;
Offset prev_res_offset = 0;
Offset prev_res_string_offset = 0;
for (size_t i = 0; i < col_size; ++i) {
/// Number of rows in the array.
size_t array_size = src_offsets[i] - prev_src_offset;
if (filt[i]) {
/// If the array is not empty - copy content.
if (array_size) {
size_t chars_to_copy = src_string_offsets[array_size + prev_src_offset - 1] - prev_src_string_offset;
size_t res_chars_prev_size = res_chars.size();
res_chars.resize(res_chars_prev_size + chars_to_copy);
memcpy(&res_chars[res_chars_prev_size], &src_chars[prev_src_string_offset], chars_to_copy);
for (size_t j = 0; j < array_size; ++j)
res_string_offsets.push_back(src_string_offsets[j + prev_src_offset] + prev_res_string_offset - prev_src_string_offset);
prev_res_string_offset = res_string_offsets.back();
}
prev_res_offset += array_size;
res_offsets.push_back(prev_res_offset);
}
if (array_size) {
prev_src_offset += array_size;
prev_src_string_offset = src_string_offsets[prev_src_offset - 1];
}
}
return res;
}
ColumnPtr ColumnArray::filter_generic(const Filter & filt, ssize_t result_size_hint) const {
size_t size = get_offsets().size();
if (size != filt.size())
LOG(FATAL) << "Size of filter doesn't match size of column.";
if (size == 0)
return ColumnArray::create(data);
Filter nested_filt(get_offsets().back());
for (size_t i = 0; i < size; ++i) {
if (filt[i])
memset(&nested_filt[offset_at(i)], 1, size_at(i));
else
memset(&nested_filt[offset_at(i)], 0, size_at(i));
}
auto res = ColumnArray::create(data->clone_empty());
ssize_t nested_result_size_hint = 0;
if (result_size_hint < 0)
nested_result_size_hint = result_size_hint;
else if (result_size_hint && result_size_hint < 1000000000 && data->size() < 1000000000) /// Avoid overflow.
nested_result_size_hint = result_size_hint * data->size() / size;
res->data = data->filter(nested_filt, nested_result_size_hint);
Offsets & res_offsets = res->get_offsets();
if (result_size_hint)
res_offsets.reserve(result_size_hint > 0 ? result_size_hint : size);
size_t current_offset = 0;
for (size_t i = 0; i < size; ++i) {
if (filt[i])
{
current_offset += size_at(i);
res_offsets.push_back(current_offset);
}
}
return res;
}
ColumnPtr ColumnArray::filter_nullable(const Filter & filt, ssize_t result_size_hint) const {
if (get_offsets().empty())
return ColumnArray::create(data);
const ColumnNullable & nullable_elems = assert_cast<const ColumnNullable &>(*data);
auto array_of_nested = ColumnArray::create(nullable_elems.get_nested_column_ptr(), offsets);
auto filtered_array_of_nested_owner = array_of_nested->filter(filt, result_size_hint);
const auto & filtered_array_of_nested = assert_cast<const ColumnArray &>(*filtered_array_of_nested_owner);
const auto & filtered_offsets = filtered_array_of_nested.get_offsets_ptr();
auto res_null_map = ColumnUInt8::create();
filter_arrays_impl_only_data(nullable_elems.get_null_map_data(), get_offsets(), res_null_map->get_data(), filt, result_size_hint);
return ColumnArray::create(
ColumnNullable::create(
filtered_array_of_nested.get_data_ptr(),
std::move(res_null_map)),
filtered_offsets);
}
void ColumnArray::insert_indices_from(const IColumn& src, const int* indices_begin, const int* indices_end) {
for (auto x = indices_begin; x != indices_end; ++x) {
if (*x == -1) {
ColumnArray::insert_default();
} else {
ColumnArray::insert_from(src, *x);
}
}
}
ColumnPtr ColumnArray::replicate(const Offsets & replicate_offsets) const {
if (replicate_offsets.empty())
return clone_empty();
if (typeid_cast<const ColumnUInt8 *>(data.get())) return replicate_number<UInt8>(replicate_offsets);
if (typeid_cast<const ColumnUInt16 *>(data.get())) return replicate_number<UInt16>(replicate_offsets);
if (typeid_cast<const ColumnUInt32 *>(data.get())) return replicate_number<UInt32>(replicate_offsets);
if (typeid_cast<const ColumnUInt64 *>(data.get())) return replicate_number<UInt64>(replicate_offsets);
if (typeid_cast<const ColumnInt8 *>(data.get())) return replicate_number<Int8>(replicate_offsets);
if (typeid_cast<const ColumnInt16 *>(data.get())) return replicate_number<Int16>(replicate_offsets);
if (typeid_cast<const ColumnInt32 *>(data.get())) return replicate_number<Int32>(replicate_offsets);
if (typeid_cast<const ColumnInt64 *>(data.get())) return replicate_number<Int64>(replicate_offsets);
if (typeid_cast<const ColumnFloat32 *>(data.get())) return replicate_number<Float32>(replicate_offsets);
if (typeid_cast<const ColumnFloat64 *>(data.get())) return replicate_number<Float64>(replicate_offsets);
if (typeid_cast<const ColumnString *>(data.get())) return replicate_string(replicate_offsets);
if (typeid_cast<const ColumnConst *>(data.get())) return replicate_const(replicate_offsets);
if (typeid_cast<const ColumnNullable *>(data.get())) return replicate_nullable(replicate_offsets);
//if (typeid_cast<const ColumnTuple *>(data.get())) return replicateTuple(replicate_offsets);
return replicate_generic(replicate_offsets);
}
template <typename T>
ColumnPtr ColumnArray::replicate_number(const Offsets & replicate_offsets) const {
size_t col_size = size();
if (col_size != replicate_offsets.size())
LOG(FATAL) << "Size of offsets doesn't match size of column.";
MutableColumnPtr res = clone_empty();
if (0 == col_size)
return res;
ColumnArray & res_arr = typeid_cast<ColumnArray &>(*res);
const typename ColumnVector<T>::Container & src_data = typeid_cast<const ColumnVector<T> &>(*data).get_data();
const Offsets & src_offsets = get_offsets();
typename ColumnVector<T>::Container & res_data = typeid_cast<ColumnVector<T> &>(res_arr.get_data()).get_data();
Offsets & res_offsets = res_arr.get_offsets();
res_data.reserve(data->size() / col_size * replicate_offsets.back());
res_offsets.reserve(replicate_offsets.back());
Offset prev_replicate_offset = 0;
Offset prev_data_offset = 0;
Offset current_new_offset = 0;
for (size_t i = 0; i < col_size; ++i) {
size_t size_to_replicate = replicate_offsets[i] - prev_replicate_offset;
size_t value_size = src_offsets[i] - prev_data_offset;
for (size_t j = 0; j < size_to_replicate; ++j) {
current_new_offset += value_size;
res_offsets.push_back(current_new_offset);
if (value_size) {
res_data.resize(res_data.size() + value_size);
memcpy(&res_data[res_data.size() - value_size], &src_data[prev_data_offset], value_size * sizeof(T));
}
}
prev_replicate_offset = replicate_offsets[i];
prev_data_offset = src_offsets[i];
}
return res;
}
ColumnPtr ColumnArray::replicate_string(const Offsets & replicate_offsets) const {
size_t col_size = size();
if (col_size != replicate_offsets.size())
LOG(FATAL) << "Size of offsets doesn't match size of column.";
MutableColumnPtr res = clone_empty();
if (0 == col_size)
return res;
ColumnArray & res_arr = assert_cast<ColumnArray &>(*res);
const ColumnString & src_string = typeid_cast<const ColumnString &>(*data);
const ColumnString::Chars & src_chars = src_string.get_chars();
const Offsets & src_string_offsets = src_string.get_offsets();
const Offsets & src_offsets = get_offsets();
ColumnString::Chars & res_chars = typeid_cast<ColumnString &>(res_arr.get_data()).get_chars();
Offsets & res_string_offsets = typeid_cast<ColumnString &>(res_arr.get_data()).get_offsets();
Offsets & res_offsets = res_arr.get_offsets();
res_chars.reserve(src_chars.size() / col_size * replicate_offsets.back());
res_string_offsets.reserve(src_string_offsets.size() / col_size * replicate_offsets.back());
res_offsets.reserve(replicate_offsets.back());
Offset prev_replicate_offset = 0;
Offset prev_src_offset = 0;
Offset prev_src_string_offset = 0;
Offset current_res_offset = 0;
Offset current_res_string_offset = 0;
for (size_t i = 0; i < col_size; ++i) {
/// How many times to replicate the array.
size_t size_to_replicate = replicate_offsets[i] - prev_replicate_offset;
/// The number of strings in the array.
size_t value_size = src_offsets[i] - prev_src_offset;
/// Number of characters in strings of the array, including zero bytes.
size_t sum_chars_size = src_string_offsets[prev_src_offset + value_size - 1] - prev_src_string_offset; /// -1th index is Ok, see PaddedPODArray.
for (size_t j = 0; j < size_to_replicate; ++j) {
current_res_offset += value_size;
res_offsets.push_back(current_res_offset);
size_t prev_src_string_offset_local = prev_src_string_offset;
for (size_t k = 0; k < value_size; ++k) {
/// Size of single string.
size_t chars_size = src_string_offsets[k + prev_src_offset] - prev_src_string_offset_local;
current_res_string_offset += chars_size;
res_string_offsets.push_back(current_res_string_offset);
prev_src_string_offset_local += chars_size;
}
if (sum_chars_size) {
/// Copies the characters of the array of strings.
res_chars.resize(res_chars.size() + sum_chars_size);
memcpy_small_allow_read_write_overflow15(
&res_chars[res_chars.size() - sum_chars_size], &src_chars[prev_src_string_offset], sum_chars_size);
}
}
prev_replicate_offset = replicate_offsets[i];
prev_src_offset = src_offsets[i];
prev_src_string_offset += sum_chars_size;
}
return res;
}
ColumnPtr ColumnArray::replicate_const(const Offsets & replicate_offsets) const {
size_t col_size = size();
if (col_size != replicate_offsets.size())
LOG(FATAL) << "Size of offsets doesn't match size of column.";
if (0 == col_size)
return clone_empty();
const Offsets & src_offsets = get_offsets();
auto res_column_offsets = ColumnOffsets::create();
Offsets & res_offsets = res_column_offsets->get_data();
res_offsets.reserve(replicate_offsets.back());
Offset prev_replicate_offset = 0;
Offset prev_data_offset = 0;
Offset current_new_offset = 0;
for (size_t i = 0; i < col_size; ++i) {
size_t size_to_replicate = replicate_offsets[i] - prev_replicate_offset;
size_t value_size = src_offsets[i] - prev_data_offset;
for (size_t j = 0; j < size_to_replicate; ++j) {
current_new_offset += value_size;
res_offsets.push_back(current_new_offset);
}
prev_replicate_offset = replicate_offsets[i];
prev_data_offset = src_offsets[i];
}
return ColumnArray::create(get_data().clone_resized(current_new_offset), std::move(res_column_offsets));
}
ColumnPtr ColumnArray::replicate_generic(const Offsets & replicate_offsets) const {
size_t col_size = size();
if (col_size != replicate_offsets.size())
LOG(FATAL) << "Size of offsets doesn't match size of column.";
MutableColumnPtr res = clone_empty();
ColumnArray & res_concrete = assert_cast<ColumnArray &>(*res);
if (0 == col_size)
return res;
IColumn::Offset prev_offset = 0;
for (size_t i = 0; i < col_size; ++i) {
size_t size_to_replicate = replicate_offsets[i] - prev_offset;
prev_offset = replicate_offsets[i];
for (size_t j = 0; j < size_to_replicate; ++j)
res_concrete.insert_from(*this, i);
}
return res;
}
ColumnPtr ColumnArray::replicate_nullable(const Offsets & replicate_offsets) const {
const ColumnNullable & nullable = assert_cast<const ColumnNullable &>(*data);
/// Make temporary arrays for each components of Nullable. Then replicate them independently and collect back to result.
/// NOTE Offsets are calculated twice and it is redundant.
auto array_of_nested = ColumnArray(nullable.get_nested_column_ptr()->assume_mutable(), get_offsets_ptr()->assume_mutable())
.replicate(replicate_offsets);
auto array_of_null_map = ColumnArray(nullable.get_null_map_column_ptr()->assume_mutable(), get_offsets_ptr()->assume_mutable())
.replicate(replicate_offsets);
return ColumnArray::create(
ColumnNullable::create(
assert_cast<const ColumnArray &>(*array_of_nested).get_data_ptr(),
assert_cast<const ColumnArray &>(*array_of_null_map).get_data_ptr()),
assert_cast<const ColumnArray &>(*array_of_nested).get_offsets_ptr());
}
} // namespace doris::vectorized