ClickHouse/src/Processors/Formats/Impl/ArrowBlockOutputFormat.cpp

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#include "ArrowBlockOutputFormat.h"
#if USE_ARROW
#include <Formats/FormatFactory.h>
#include <arrow/ipc/writer.h>
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#include <arrow/table.h>
#include <arrow/result.h>
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#include "ArrowBufferedStreams.h"
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#include "CHColumnToArrowColumn.h"
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namespace DB
{
namespace ErrorCodes
{
extern const int UNKNOWN_EXCEPTION;
}
ArrowBlockOutputFormat::ArrowBlockOutputFormat(WriteBuffer & out_, const Block & header_, bool stream_, const FormatSettings & format_settings_)
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: IOutputFormat(header_, out_)
, stream{stream_}
, format_settings{format_settings_}
, arrow_ostream{std::make_shared<ArrowBufferedOutputStream>(out_)}
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{
}
void ArrowBlockOutputFormat::consume(Chunk chunk)
{
const Block & header = getPort(PortKind::Main).getHeader();
const size_t columns_num = chunk.getNumColumns();
std::shared_ptr<arrow::Table> arrow_table;
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ch_column_to_arrow_column->chChunkToArrowTable(arrow_table, chunk, columns_num);
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if (!writer)
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{
prepareWriter(arrow_table->schema());
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ch_column_to_arrow_column = std::make_unique<CHColumnToArrowColumn>(header, "Arrow", format_settings.arrow.low_cardinality_as_dictionary);
}
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// TODO: calculate row_group_size depending on a number of rows and table size
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auto status = writer->WriteTable(*arrow_table, format_settings.arrow.row_group_size);
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if (!status.ok())
throw Exception(ErrorCodes::UNKNOWN_EXCEPTION,
"Error while writing a table: {}", status.ToString());
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}
void ArrowBlockOutputFormat::finalize()
{
if (!writer)
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{
const Block & header = getPort(PortKind::Main).getHeader();
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consume(Chunk(header.getColumns(), 0));
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}
auto status = writer->Close();
if (!status.ok())
throw Exception(ErrorCodes::UNKNOWN_EXCEPTION,
"Error while closing a table: {}", status.ToString());
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}
void ArrowBlockOutputFormat::prepareWriter(const std::shared_ptr<arrow::Schema> & schema)
{
arrow::Result<std::shared_ptr<arrow::ipc::RecordBatchWriter>> writer_status;
// TODO: should we use arrow::ipc::IpcOptions::alignment?
if (stream)
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writer_status = arrow::ipc::MakeStreamWriter(arrow_ostream.get(), schema);
else
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writer_status = arrow::ipc::MakeFileWriter(arrow_ostream.get(), schema);
if (!writer_status.ok())
throw Exception(ErrorCodes::UNKNOWN_EXCEPTION,
"Error while opening a table writer: {}", writer_status.status().ToString());
writer = *writer_status;
}
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void registerOutputFormatProcessorArrow(FormatFactory & factory)
{
factory.registerOutputFormatProcessor(
"Arrow",
[](WriteBuffer & buf,
const Block & sample,
const RowOutputFormatParams &,
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const FormatSettings & format_settings)
{
return std::make_shared<ArrowBlockOutputFormat>(buf, sample, false, format_settings);
});
factory.registerOutputFormatProcessor(
"ArrowStream",
[](WriteBuffer & buf,
const Block & sample,
const RowOutputFormatParams &,
const FormatSettings & format_settings)
{
return std::make_shared<ArrowBlockOutputFormat>(buf, sample, true, format_settings);
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});
}
}
#else
namespace DB
{
class FormatFactory;
void registerOutputFormatProcessorArrow(FormatFactory &)
{
}
}
#endif