2020-04-28 19:52:22 +00:00
|
|
|
#include "ArrowBlockInputFormat.h"
|
|
|
|
#if USE_ARROW
|
|
|
|
|
|
|
|
#include <Formats/FormatFactory.h>
|
|
|
|
#include <IO/ReadBufferFromMemory.h>
|
|
|
|
#include <IO/WriteHelpers.h>
|
|
|
|
#include <IO/copyData.h>
|
|
|
|
#include <arrow/api.h>
|
|
|
|
#include <arrow/ipc/reader.h>
|
|
|
|
#include <arrow/status.h>
|
2020-05-05 12:56:54 +00:00
|
|
|
#include "ArrowBufferedStreams.h"
|
2020-04-28 19:52:22 +00:00
|
|
|
#include "ArrowColumnToCHColumn.h"
|
|
|
|
|
|
|
|
namespace DB
|
|
|
|
{
|
|
|
|
|
|
|
|
namespace ErrorCodes
|
|
|
|
{
|
2020-05-21 04:07:47 +00:00
|
|
|
extern const int UNKNOWN_EXCEPTION;
|
2020-04-28 19:52:22 +00:00
|
|
|
extern const int CANNOT_READ_ALL_DATA;
|
|
|
|
}
|
|
|
|
|
2020-05-21 04:07:47 +00:00
|
|
|
ArrowBlockInputFormat::ArrowBlockInputFormat(ReadBuffer & in_, const Block & header_, bool stream_)
|
|
|
|
: IInputFormat(header_, in_), stream{stream_}
|
2020-04-28 19:52:22 +00:00
|
|
|
{
|
2020-05-04 00:52:28 +00:00
|
|
|
prepareReader();
|
2020-04-28 19:52:22 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
Chunk ArrowBlockInputFormat::generate()
|
|
|
|
{
|
|
|
|
Chunk res;
|
2020-05-04 13:19:25 +00:00
|
|
|
const Block & header = getPort().getHeader();
|
2020-04-28 19:52:22 +00:00
|
|
|
|
2020-05-21 04:07:47 +00:00
|
|
|
if (!stream && record_batch_current >= record_batch_total)
|
2020-05-04 14:28:36 +00:00
|
|
|
return res;
|
|
|
|
|
2020-05-03 19:49:06 +00:00
|
|
|
std::vector<std::shared_ptr<arrow::RecordBatch>> single_batch(1);
|
2020-05-21 04:07:47 +00:00
|
|
|
arrow::Status read_status;
|
|
|
|
if (stream)
|
|
|
|
{
|
|
|
|
read_status = stream_reader->ReadNext(&single_batch[0]);
|
2020-05-21 07:28:10 +00:00
|
|
|
if (!single_batch[0])
|
|
|
|
return res;
|
2020-05-21 04:07:47 +00:00
|
|
|
}
|
|
|
|
else
|
|
|
|
{
|
|
|
|
read_status = file_reader->ReadRecordBatch(record_batch_current, &single_batch[0]);
|
|
|
|
}
|
2020-05-03 19:22:41 +00:00
|
|
|
if (!read_status.ok())
|
2020-05-03 19:49:06 +00:00
|
|
|
throw Exception{"Error while reading batch of Arrow data: " + read_status.ToString(),
|
|
|
|
ErrorCodes::CANNOT_READ_ALL_DATA};
|
|
|
|
|
|
|
|
std::shared_ptr<arrow::Table> table;
|
|
|
|
arrow::Status make_status = arrow::Table::FromRecordBatches(single_batch, &table);
|
|
|
|
if (!make_status.ok())
|
|
|
|
throw Exception{"Error while reading table of Arrow data: " + read_status.ToString(),
|
2020-05-03 18:12:14 +00:00
|
|
|
ErrorCodes::CANNOT_READ_ALL_DATA};
|
|
|
|
|
2020-05-04 14:28:36 +00:00
|
|
|
++record_batch_current;
|
|
|
|
|
2020-05-03 18:12:14 +00:00
|
|
|
ArrowColumnToCHColumn::arrowTableToCHChunk(res, table, header, "Arrow");
|
2020-04-28 19:52:22 +00:00
|
|
|
|
|
|
|
return res;
|
|
|
|
}
|
|
|
|
|
|
|
|
void ArrowBlockInputFormat::resetParser()
|
|
|
|
{
|
|
|
|
IInputFormat::resetParser();
|
2020-05-04 00:52:28 +00:00
|
|
|
|
2020-05-21 04:07:47 +00:00
|
|
|
if (stream)
|
|
|
|
stream_reader.reset();
|
|
|
|
else
|
|
|
|
file_reader.reset();
|
2020-05-04 00:52:28 +00:00
|
|
|
prepareReader();
|
|
|
|
}
|
|
|
|
|
|
|
|
void ArrowBlockInputFormat::prepareReader()
|
|
|
|
{
|
2020-05-21 04:07:47 +00:00
|
|
|
arrow::Status status;
|
|
|
|
|
|
|
|
if (stream)
|
|
|
|
status = arrow::ipc::RecordBatchStreamReader::Open(asArrowFile(in), &stream_reader);
|
|
|
|
else
|
|
|
|
status = arrow::ipc::RecordBatchFileReader::Open(asArrowFile(in), &file_reader);
|
|
|
|
|
|
|
|
if (!status.ok())
|
|
|
|
throw Exception{"Error while opening a table: " + status.ToString(), ErrorCodes::UNKNOWN_EXCEPTION};
|
|
|
|
|
|
|
|
if (stream)
|
|
|
|
record_batch_total = -1;
|
|
|
|
else
|
|
|
|
record_batch_total = file_reader->num_record_batches();
|
|
|
|
|
2020-05-04 14:28:36 +00:00
|
|
|
record_batch_current = 0;
|
2020-04-28 19:52:22 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
void registerInputFormatProcessorArrow(FormatFactory &factory)
|
|
|
|
{
|
|
|
|
factory.registerInputFormatProcessor(
|
2020-05-21 04:07:47 +00:00
|
|
|
"Arrow",
|
|
|
|
[](ReadBuffer & buf,
|
|
|
|
const Block & sample,
|
|
|
|
const RowInputFormatParams & /* params */,
|
|
|
|
const FormatSettings & /* format_settings */)
|
|
|
|
{
|
|
|
|
return std::make_shared<ArrowBlockInputFormat>(buf, sample, false);
|
|
|
|
});
|
|
|
|
|
|
|
|
factory.registerInputFormatProcessor(
|
|
|
|
"ArrowStream",
|
|
|
|
[](ReadBuffer & buf,
|
|
|
|
const Block & sample,
|
|
|
|
const RowInputFormatParams & /* params */,
|
|
|
|
const FormatSettings & /* format_settings */)
|
|
|
|
{
|
|
|
|
return std::make_shared<ArrowBlockInputFormat>(buf, sample, true);
|
|
|
|
});
|
2020-04-28 19:52:22 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
#else
|
|
|
|
|
|
|
|
namespace DB
|
|
|
|
{
|
|
|
|
class FormatFactory;
|
|
|
|
void registerInputFormatProcessorArrow(FormatFactory &)
|
|
|
|
{
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2020-05-02 19:32:21 +00:00
|
|
|
#endif
|