2017-04-01 09:19:00 +00:00
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#include <Storages/MergeTree/MergedBlockOutputStream.h>
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#include <IO/createWriteBufferFromFileBase.h>
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#include <Common/escapeForFileName.h>
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#include <DataTypes/DataTypeNested.h>
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#include <Common/StringUtils.h>
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2017-07-13 20:58:19 +00:00
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#include <Common/typeid_cast.h>
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2017-04-08 01:32:05 +00:00
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#include <Common/MemoryTracker.h>
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2017-01-21 04:24:28 +00:00
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#include <Poco/File.h>
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2016-07-21 16:22:24 +00:00
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namespace DB
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{
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namespace
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{
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constexpr auto DATA_FILE_EXTENSION = ".bin";
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constexpr auto MARKS_FILE_EXTENSION = ".mrk";
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}
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/// Implementation of IMergedBlockOutputStream.
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IMergedBlockOutputStream::IMergedBlockOutputStream(
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MergeTreeData & storage_,
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size_t min_compress_block_size_,
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size_t max_compress_block_size_,
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CompressionSettings compression_settings_,
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size_t aio_threshold_)
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: storage(storage_),
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min_compress_block_size(min_compress_block_size_),
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max_compress_block_size(max_compress_block_size_),
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aio_threshold(aio_threshold_),
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compression_settings(compression_settings_)
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{
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}
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2016-12-10 04:51:36 +00:00
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void IMergedBlockOutputStream::addStreams(
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const String & path,
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const String & name,
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const IDataType & type,
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size_t estimated_size,
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bool skip_offsets)
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{
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IDataType::StreamCallback callback = [&] (const IDataType::SubstreamPath & substream_path)
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{
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if (skip_offsets && !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes)
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return;
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String stream_name = IDataType::getFileNameForStream(name, substream_path);
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/// Shared offsets for Nested type.
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if (column_streams.count(stream_name))
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return;
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column_streams[stream_name] = std::make_unique<ColumnStream>(
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stream_name,
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path + stream_name, DATA_FILE_EXTENSION,
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path + stream_name, MARKS_FILE_EXTENSION,
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max_compress_block_size,
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compression_settings,
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estimated_size,
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aio_threshold);
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};
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type.enumerateStreams(callback, {});
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}
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void IMergedBlockOutputStream::writeData(
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const String & name,
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const IDataType & type,
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const IColumn & column,
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OffsetColumns & offset_columns,
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bool skip_offsets)
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{
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size_t size = column.size();
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size_t prev_mark = 0;
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while (prev_mark < size)
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{
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size_t limit = 0;
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/// If there is `index_offset`, then the first mark goes not immediately, but after this number of rows.
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if (prev_mark == 0 && index_offset != 0)
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limit = index_offset;
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else
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{
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limit = storage.index_granularity;
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/// Write marks.
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type.enumerateStreams([&] (const IDataType::SubstreamPath & substream_path)
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{
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bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
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if (is_offsets && skip_offsets)
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return;
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String stream_name = IDataType::getFileNameForStream(name, substream_path);
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/// Don't write offsets more than one time for Nested type.
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if (is_offsets && offset_columns.count(stream_name))
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return;
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ColumnStream & stream = *column_streams[stream_name];
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/// There could already be enough data to compress into the new block.
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if (stream.compressed.offset() >= min_compress_block_size)
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stream.compressed.next();
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writeIntBinary(stream.plain_hashing.count(), stream.marks);
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writeIntBinary(stream.compressed.offset(), stream.marks);
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}, {});
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}
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IDataType::OutputStreamGetter stream_getter = [&] (const IDataType::SubstreamPath & substream_path) -> WriteBuffer *
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{
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bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
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if (is_offsets && skip_offsets)
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return nullptr;
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String stream_name = IDataType::getFileNameForStream(name, substream_path);
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/// Don't write offsets more than one time for Nested type.
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if (is_offsets && offset_columns.count(stream_name))
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return nullptr;
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return &column_streams[stream_name]->compressed;
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};
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type.serializeBinaryBulkWithMultipleStreams(column, stream_getter, prev_mark, limit, true, {});
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/// So that instead of the marks pointing to the end of the compressed block, there were marks pointing to the beginning of the next one.
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type.enumerateStreams([&] (const IDataType::SubstreamPath & substream_path)
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{
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bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
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if (is_offsets && skip_offsets)
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return;
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String stream_name = IDataType::getFileNameForStream(name, substream_path);
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/// Don't write offsets more than one time for Nested type.
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if (is_offsets && offset_columns.count(stream_name))
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return;
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column_streams[stream_name]->compressed.nextIfAtEnd();
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}, {});
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prev_mark += limit;
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}
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/// Memoize offsets for Nested types, that are already written. They will not be written again for next columns of Nested structure.
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type.enumerateStreams([&] (const IDataType::SubstreamPath & substream_path)
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{
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bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
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if (is_offsets)
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{
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String stream_name = IDataType::getFileNameForStream(name, substream_path);
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offset_columns.insert(stream_name);
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}
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}, {});
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}
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2016-12-10 04:51:36 +00:00
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2016-07-21 16:22:24 +00:00
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/// Implementation of IMergedBlockOutputStream::ColumnStream.
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IMergedBlockOutputStream::ColumnStream::ColumnStream(
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const String & escaped_column_name_,
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const String & data_path,
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const std::string & data_file_extension_,
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const std::string & marks_path,
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const std::string & marks_file_extension_,
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size_t max_compress_block_size,
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CompressionSettings compression_settings,
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size_t estimated_size,
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size_t aio_threshold) :
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escaped_column_name(escaped_column_name_),
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data_file_extension{data_file_extension_},
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marks_file_extension{marks_file_extension_},
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plain_file(createWriteBufferFromFileBase(data_path + data_file_extension, estimated_size, aio_threshold, max_compress_block_size)),
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plain_hashing(*plain_file), compressed_buf(plain_hashing, compression_settings), compressed(compressed_buf),
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marks_file(marks_path + marks_file_extension, 4096, O_TRUNC | O_CREAT | O_WRONLY), marks(marks_file)
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{
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}
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void IMergedBlockOutputStream::ColumnStream::finalize()
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{
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compressed.next();
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plain_file->next();
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marks.next();
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}
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void IMergedBlockOutputStream::ColumnStream::sync()
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{
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plain_file->sync();
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marks_file.sync();
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}
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2016-12-10 06:10:29 +00:00
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void IMergedBlockOutputStream::ColumnStream::addToChecksums(MergeTreeData::DataPart::Checksums & checksums)
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{
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String name = escaped_column_name;
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checksums.files[name + data_file_extension].is_compressed = true;
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checksums.files[name + data_file_extension].uncompressed_size = compressed.count();
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checksums.files[name + data_file_extension].uncompressed_hash = compressed.getHash();
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checksums.files[name + data_file_extension].file_size = plain_hashing.count();
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checksums.files[name + data_file_extension].file_hash = plain_hashing.getHash();
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checksums.files[name + marks_file_extension].file_size = marks.count();
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checksums.files[name + marks_file_extension].file_hash = marks.getHash();
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}
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2016-12-10 04:51:36 +00:00
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2016-07-21 16:22:24 +00:00
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/// Implementation of MergedBlockOutputStream.
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MergedBlockOutputStream::MergedBlockOutputStream(
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MergeTreeData & storage_,
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String part_path_,
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const NamesAndTypesList & columns_list_,
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CompressionSettings compression_settings)
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: IMergedBlockOutputStream(
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storage_, storage_.context.getSettings().min_compress_block_size,
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storage_.context.getSettings().max_compress_block_size, compression_settings,
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storage_.context.getSettings().min_bytes_to_use_direct_io),
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columns_list(columns_list_), part_path(part_path_)
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{
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init();
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for (const auto & it : columns_list)
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addStreams(part_path, it.name, *it.type, 0, false);
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}
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MergedBlockOutputStream::MergedBlockOutputStream(
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MergeTreeData & storage_,
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String part_path_,
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const NamesAndTypesList & columns_list_,
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CompressionSettings compression_settings,
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const MergeTreeData::DataPart::ColumnToSize & merged_column_to_size_,
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size_t aio_threshold_)
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: IMergedBlockOutputStream(
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storage_, storage_.context.getSettings().min_compress_block_size,
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storage_.context.getSettings().max_compress_block_size, compression_settings,
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aio_threshold_),
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columns_list(columns_list_), part_path(part_path_)
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{
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init();
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for (const auto & it : columns_list)
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{
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size_t estimated_size = 0;
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if (aio_threshold > 0)
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{
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auto it2 = merged_column_to_size_.find(it.name);
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if (it2 != merged_column_to_size_.end())
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estimated_size = it2->second;
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}
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addStreams(part_path, it.name, *it.type, estimated_size, false);
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}
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}
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std::string MergedBlockOutputStream::getPartPath() const
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{
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return part_path;
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}
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/// If data is pre-sorted.
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void MergedBlockOutputStream::write(const Block & block)
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{
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writeImpl(block, nullptr);
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}
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/** If the data is not sorted, but we pre-calculated the permutation, after which they will be sorted.
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* This method is used to save RAM, since you do not need to keep two blocks at once - the source and the sorted.
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*/
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void MergedBlockOutputStream::writeWithPermutation(const Block & block, const IColumn::Permutation * permutation)
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{
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writeImpl(block, permutation);
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}
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|
|
|
|
|
|
|
void MergedBlockOutputStream::writeSuffix()
|
|
|
|
{
|
2017-04-01 07:20:54 +00:00
|
|
|
throw Exception("Method writeSuffix is not supported by MergedBlockOutputStream", ErrorCodes::NOT_IMPLEMENTED);
|
2016-07-21 16:22:24 +00:00
|
|
|
}
|
|
|
|
|
2017-08-30 19:03:19 +00:00
|
|
|
void MergedBlockOutputStream::writeSuffixAndFinalizePart(
|
|
|
|
MergeTreeData::MutableDataPartPtr & new_part,
|
|
|
|
const NamesAndTypesList * total_column_list,
|
|
|
|
MergeTreeData::DataPart::Checksums * additional_column_checksums)
|
2016-07-21 16:22:24 +00:00
|
|
|
{
|
2017-08-30 19:03:19 +00:00
|
|
|
if (!total_column_list)
|
|
|
|
total_column_list = &columns_list;
|
|
|
|
|
2017-04-01 07:20:54 +00:00
|
|
|
/// Finish write and get checksums.
|
|
|
|
MergeTreeData::DataPart::Checksums checksums;
|
|
|
|
|
|
|
|
if (additional_column_checksums)
|
|
|
|
checksums = std::move(*additional_column_checksums);
|
|
|
|
|
|
|
|
if (storage.merging_params.mode != MergeTreeData::MergingParams::Unsorted)
|
|
|
|
{
|
|
|
|
index_stream->next();
|
|
|
|
checksums.files["primary.idx"].file_size = index_stream->count();
|
|
|
|
checksums.files["primary.idx"].file_hash = index_stream->getHash();
|
|
|
|
index_stream = nullptr;
|
|
|
|
}
|
|
|
|
|
|
|
|
for (ColumnStreams::iterator it = column_streams.begin(); it != column_streams.end(); ++it)
|
|
|
|
{
|
|
|
|
it->second->finalize();
|
|
|
|
it->second->addToChecksums(checksums);
|
|
|
|
}
|
|
|
|
|
|
|
|
column_streams.clear();
|
|
|
|
|
2017-10-24 14:11:53 +00:00
|
|
|
if (rows_count == 0)
|
2017-04-01 07:20:54 +00:00
|
|
|
{
|
|
|
|
/// A part is empty - all records are deleted.
|
|
|
|
Poco::File(part_path).remove(true);
|
2017-08-30 19:03:19 +00:00
|
|
|
return;
|
|
|
|
}
|
|
|
|
|
2017-10-19 18:20:41 +00:00
|
|
|
if (storage.format_version >= MERGE_TREE_DATA_MIN_FORMAT_VERSION_WITH_CUSTOM_PARTITIONING)
|
|
|
|
{
|
|
|
|
new_part->partition.store(storage, part_path, checksums);
|
|
|
|
new_part->minmax_idx.store(storage, part_path, checksums);
|
2017-10-24 14:11:53 +00:00
|
|
|
|
|
|
|
WriteBufferFromFile count_out(part_path + "count.txt", 4096);
|
|
|
|
HashingWriteBuffer count_out_hashing(count_out);
|
|
|
|
writeIntText(rows_count, count_out_hashing);
|
|
|
|
count_out_hashing.next();
|
|
|
|
checksums.files["count.txt"].file_size = count_out_hashing.count();
|
|
|
|
checksums.files["count.txt"].file_hash = count_out_hashing.getHash();
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
{
|
|
|
|
/// Write a file with a description of columns.
|
|
|
|
WriteBufferFromFile out(part_path + "columns.txt", 4096);
|
2017-08-30 19:03:19 +00:00
|
|
|
total_column_list->writeText(out);
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
{
|
|
|
|
/// Write file with checksums.
|
|
|
|
WriteBufferFromFile out(part_path + "checksums.txt", 4096);
|
|
|
|
checksums.write(out);
|
|
|
|
}
|
|
|
|
|
2017-10-24 14:11:53 +00:00
|
|
|
new_part->rows_count = rows_count;
|
|
|
|
new_part->marks_count = marks_count;
|
2017-08-30 19:03:19 +00:00
|
|
|
new_part->modification_time = time(nullptr);
|
|
|
|
new_part->columns = *total_column_list;
|
2017-12-15 20:48:46 +00:00
|
|
|
new_part->index.assign(std::make_move_iterator(index_columns.begin()), std::make_move_iterator(index_columns.end()));
|
2017-08-30 19:03:19 +00:00
|
|
|
new_part->checksums = checksums;
|
2017-12-02 22:12:27 +00:00
|
|
|
new_part->size_in_bytes = MergeTreeData::DataPart::calculateTotalSize(new_part->getFullPath());
|
2016-07-21 16:22:24 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
void MergedBlockOutputStream::init()
|
|
|
|
{
|
2017-04-01 07:20:54 +00:00
|
|
|
Poco::File(part_path).createDirectories();
|
|
|
|
|
|
|
|
if (storage.merging_params.mode != MergeTreeData::MergingParams::Unsorted)
|
|
|
|
{
|
|
|
|
index_file_stream = std::make_unique<WriteBufferFromFile>(
|
|
|
|
part_path + "primary.idx", DBMS_DEFAULT_BUFFER_SIZE, O_TRUNC | O_CREAT | O_WRONLY);
|
|
|
|
index_stream = std::make_unique<HashingWriteBuffer>(*index_file_stream);
|
|
|
|
}
|
2016-07-21 16:22:24 +00:00
|
|
|
}
|
|
|
|
|
2016-12-10 04:51:36 +00:00
|
|
|
|
2016-07-21 16:22:24 +00:00
|
|
|
void MergedBlockOutputStream::writeImpl(const Block & block, const IColumn::Permutation * permutation)
|
|
|
|
{
|
2017-04-01 07:20:54 +00:00
|
|
|
block.checkNumberOfRows();
|
|
|
|
size_t rows = block.rows();
|
|
|
|
|
2017-08-07 07:31:16 +00:00
|
|
|
/// The set of written offset columns so that you do not write shared offsets of nested structures columns several times
|
2017-04-01 07:20:54 +00:00
|
|
|
OffsetColumns offset_columns;
|
|
|
|
|
|
|
|
auto sort_description = storage.getSortDescription();
|
|
|
|
|
|
|
|
/// Here we will add the columns related to the Primary Key, then write the index.
|
|
|
|
std::vector<ColumnWithTypeAndName> primary_columns(sort_description.size());
|
|
|
|
std::map<String, size_t> primary_columns_name_to_position;
|
|
|
|
|
|
|
|
for (size_t i = 0, size = sort_description.size(); i < size; ++i)
|
|
|
|
{
|
|
|
|
const auto & descr = sort_description[i];
|
|
|
|
|
|
|
|
String name = !descr.column_name.empty()
|
|
|
|
? descr.column_name
|
|
|
|
: block.safeGetByPosition(descr.column_number).name;
|
|
|
|
|
|
|
|
if (!primary_columns_name_to_position.emplace(name, i).second)
|
|
|
|
throw Exception("Primary key contains duplicate columns", ErrorCodes::BAD_ARGUMENTS);
|
|
|
|
|
|
|
|
primary_columns[i] = !descr.column_name.empty()
|
|
|
|
? block.getByName(descr.column_name)
|
|
|
|
: block.safeGetByPosition(descr.column_number);
|
|
|
|
|
|
|
|
/// Reorder primary key columns in advance and add them to `primary_columns`.
|
|
|
|
if (permutation)
|
|
|
|
primary_columns[i].column = primary_columns[i].column->permute(*permutation, 0);
|
|
|
|
}
|
|
|
|
|
|
|
|
if (index_columns.empty())
|
|
|
|
{
|
|
|
|
index_columns.resize(sort_description.size());
|
|
|
|
for (size_t i = 0, size = sort_description.size(); i < size; ++i)
|
2017-09-01 18:21:01 +00:00
|
|
|
index_columns[i] = primary_columns[i].column->cloneEmpty();
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
/// Now write the data.
|
|
|
|
for (const auto & it : columns_list)
|
|
|
|
{
|
|
|
|
const ColumnWithTypeAndName & column = block.getByName(it.name);
|
|
|
|
|
|
|
|
if (permutation)
|
|
|
|
{
|
|
|
|
auto primary_column_it = primary_columns_name_to_position.find(it.name);
|
|
|
|
if (primary_columns_name_to_position.end() != primary_column_it)
|
|
|
|
{
|
2017-08-07 07:31:16 +00:00
|
|
|
writeData(column.name, *column.type, *primary_columns[primary_column_it->second].column, offset_columns, false);
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
else
|
|
|
|
{
|
|
|
|
/// We rearrange the columns that are not included in the primary key here; Then the result is released - to save RAM.
|
|
|
|
ColumnPtr permutted_column = column.column->permute(*permutation, 0);
|
2017-08-07 07:31:16 +00:00
|
|
|
writeData(column.name, *column.type, *permutted_column, offset_columns, false);
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
}
|
|
|
|
else
|
|
|
|
{
|
2017-08-07 07:31:16 +00:00
|
|
|
writeData(column.name, *column.type, *column.column, offset_columns, false);
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2017-10-24 14:11:53 +00:00
|
|
|
rows_count += rows;
|
|
|
|
|
2017-04-01 07:20:54 +00:00
|
|
|
{
|
|
|
|
/** While filling index (index_columns), disable memory tracker.
|
|
|
|
* Because memory is allocated here (maybe in context of INSERT query),
|
|
|
|
* but then freed in completely different place (while merging parts), where query memory_tracker is not available.
|
|
|
|
* And otherwise it will look like excessively growing memory consumption in context of query.
|
|
|
|
* (observed in long INSERT SELECTs)
|
|
|
|
*/
|
|
|
|
TemporarilyDisableMemoryTracker temporarily_disable_memory_tracker;
|
|
|
|
|
|
|
|
/// Write index. The index contains Primary Key value for each `index_granularity` row.
|
|
|
|
for (size_t i = index_offset; i < rows; i += storage.index_granularity)
|
|
|
|
{
|
|
|
|
if (storage.merging_params.mode != MergeTreeData::MergingParams::Unsorted)
|
|
|
|
{
|
|
|
|
for (size_t j = 0, size = primary_columns.size(); j < size; ++j)
|
|
|
|
{
|
|
|
|
const IColumn & primary_column = *primary_columns[j].column.get();
|
2017-09-01 18:21:01 +00:00
|
|
|
index_columns[j]->insertFrom(primary_column, i);
|
|
|
|
primary_columns[j].type->serializeBinary(primary_column, i, *index_stream);
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
++marks_count;
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
size_t written_for_last_mark = (storage.index_granularity - index_offset + rows) % storage.index_granularity;
|
|
|
|
index_offset = (storage.index_granularity - written_for_last_mark) % storage.index_granularity;
|
2016-07-21 16:22:24 +00:00
|
|
|
}
|
|
|
|
|
2016-12-10 04:51:36 +00:00
|
|
|
|
2016-07-21 16:22:24 +00:00
|
|
|
/// Implementation of MergedColumnOnlyOutputStream.
|
|
|
|
|
2016-12-10 04:51:36 +00:00
|
|
|
MergedColumnOnlyOutputStream::MergedColumnOnlyOutputStream(
|
2017-10-13 01:02:16 +00:00
|
|
|
MergeTreeData & storage_, String part_path_, bool sync_, CompressionSettings compression_settings, bool skip_offsets_)
|
2017-04-01 07:20:54 +00:00
|
|
|
: IMergedBlockOutputStream(
|
|
|
|
storage_, storage_.context.getSettings().min_compress_block_size,
|
2017-10-13 01:02:16 +00:00
|
|
|
storage_.context.getSettings().max_compress_block_size, compression_settings,
|
2017-04-01 07:20:54 +00:00
|
|
|
storage_.context.getSettings().min_bytes_to_use_direct_io),
|
|
|
|
part_path(part_path_), sync(sync_), skip_offsets(skip_offsets_)
|
2016-07-21 16:22:24 +00:00
|
|
|
{
|
|
|
|
}
|
|
|
|
|
|
|
|
void MergedColumnOnlyOutputStream::write(const Block & block)
|
|
|
|
{
|
2017-04-01 07:20:54 +00:00
|
|
|
if (!initialized)
|
|
|
|
{
|
|
|
|
column_streams.clear();
|
|
|
|
for (size_t i = 0; i < block.columns(); ++i)
|
|
|
|
{
|
2017-11-20 02:15:15 +00:00
|
|
|
addStreams(part_path, block.safeGetByPosition(i).name,
|
2017-08-07 07:31:16 +00:00
|
|
|
*block.safeGetByPosition(i).type, 0, skip_offsets);
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
initialized = true;
|
|
|
|
}
|
|
|
|
|
|
|
|
size_t rows = block.rows();
|
|
|
|
|
|
|
|
OffsetColumns offset_columns;
|
|
|
|
for (size_t i = 0; i < block.columns(); ++i)
|
|
|
|
{
|
|
|
|
const ColumnWithTypeAndName & column = block.safeGetByPosition(i);
|
2017-08-07 07:31:16 +00:00
|
|
|
writeData(column.name, *column.type, *column.column, offset_columns, skip_offsets);
|
2017-04-01 07:20:54 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
size_t written_for_last_mark = (storage.index_granularity - index_offset + rows) % storage.index_granularity;
|
|
|
|
index_offset = (storage.index_granularity - written_for_last_mark) % storage.index_granularity;
|
2016-07-21 16:22:24 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
void MergedColumnOnlyOutputStream::writeSuffix()
|
|
|
|
{
|
2017-04-01 07:20:54 +00:00
|
|
|
throw Exception("Method writeSuffix is not supported by MergedColumnOnlyOutputStream", ErrorCodes::NOT_IMPLEMENTED);
|
2016-07-21 16:22:24 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
MergeTreeData::DataPart::Checksums MergedColumnOnlyOutputStream::writeSuffixAndGetChecksums()
|
|
|
|
{
|
2017-04-01 07:20:54 +00:00
|
|
|
MergeTreeData::DataPart::Checksums checksums;
|
2016-07-21 16:22:24 +00:00
|
|
|
|
2017-04-01 07:20:54 +00:00
|
|
|
for (auto & column_stream : column_streams)
|
|
|
|
{
|
|
|
|
column_stream.second->finalize();
|
|
|
|
if (sync)
|
|
|
|
column_stream.second->sync();
|
2016-08-29 16:57:59 +00:00
|
|
|
|
2017-04-01 07:20:54 +00:00
|
|
|
column_stream.second->addToChecksums(checksums);
|
|
|
|
}
|
2016-07-21 16:22:24 +00:00
|
|
|
|
2017-04-01 07:20:54 +00:00
|
|
|
column_streams.clear();
|
|
|
|
initialized = false;
|
2016-07-21 16:22:24 +00:00
|
|
|
|
2017-04-01 07:20:54 +00:00
|
|
|
return checksums;
|
2016-07-21 16:22:24 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
}
|