ClickHouse/dbms/src/Storages/StorageMergeTree.cpp
2013-08-09 00:12:59 +00:00

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#include <boost/bind.hpp>
#include <numeric>
#include <Poco/DirectoryIterator.h>
#include <Poco/Ext/ScopedTry.h>
#include <Yandex/time2str.h>
#include <DB/Common/escapeForFileName.h>
#include <DB/IO/WriteBufferFromString.h>
#include <DB/IO/WriteBufferFromFile.h>
#include <DB/IO/CompressedWriteBuffer.h>
#include <DB/IO/ReadBufferFromString.h>
#include <DB/IO/ReadBufferFromFile.h>
#include <DB/IO/CompressedReadBuffer.h>
#include <DB/Columns/ColumnsNumber.h>
#include <DB/Columns/ColumnArray.h>
#include <DB/Columns/ColumnNested.h>
#include <DB/DataTypes/DataTypesNumberFixed.h>
#include <DB/DataTypes/DataTypeArray.h>
#include <DB/DataTypes/DataTypeNested.h>
#include <DB/DataStreams/IProfilingBlockInputStream.h>
#include <DB/DataStreams/MergingSortedBlockInputStream.h>
#include <DB/DataStreams/CollapsingSortedBlockInputStream.h>
#include <DB/DataStreams/CollapsingFinalBlockInputStream.h>
#include <DB/DataStreams/ExpressionBlockInputStream.h>
#include <DB/DataStreams/ConcatBlockInputStream.h>
#include <DB/DataStreams/narrowBlockInputStreams.h>
#include <DB/DataStreams/copyData.h>
#include <DB/DataStreams/FilterBlockInputStream.h>
#include <DB/Parsers/ASTExpressionList.h>
#include <DB/Parsers/ASTSelectQuery.h>
#include <DB/Parsers/ASTFunction.h>
#include <DB/Parsers/ASTLiteral.h>
#include <DB/Parsers/ASTIdentifier.h>
#include <DB/Parsers/ASTNameTypePair.h>
#include <DB/Interpreters/sortBlock.h>
#include <DB/Interpreters/ExpressionAnalyzer.h>
#include <DB/Storages/StorageMergeTree.h>
#include <DB/Storages/MergeTree/PKCondition.h>
#include <DB/Storages/MergeTree/MergeTreeBlockOutputStream.h>
#include <DB/Storages/MergeTree/MergeTreeBlockInputStream.h>
#include <DB/Storages/MergeTree/MergedBlockOutputStream.h>
#include <algorithm>
namespace DB
{
StorageMergeTree::StorageMergeTree(
const String & path_, const String & name_, NamesAndTypesListPtr columns_,
const Context & context_,
ASTPtr & primary_expr_ast_,
const String & date_column_name_, const ASTPtr & sampling_expression_,
size_t index_granularity_,
const String & sign_column_,
const StorageMergeTreeSettings & settings_)
: path(path_), name(name_), full_path(path + escapeForFileName(name) + '/'), columns(columns_),
context(context_), primary_expr_ast(primary_expr_ast_->clone()),
date_column_name(date_column_name_), sampling_expression(sampling_expression_),
index_granularity(index_granularity_),
sign_column(sign_column_),
settings(settings_),
increment(full_path + "increment.txt"), log(&Logger::get("StorageMergeTree: " + name)),
file_name_regexp("^(\\d{8})_(\\d{8})_(\\d+)_(\\d+)_(\\d+)")
{
min_marks_for_seek = (settings.min_rows_for_seek + index_granularity - 1) / index_granularity;
min_marks_for_concurrent_read = (settings.min_rows_for_concurrent_read + index_granularity - 1) / index_granularity;
/// создаём директорию, если её нет
Poco::File(full_path).createDirectories();
/// инициализируем описание сортировки
sort_descr.reserve(primary_expr_ast->children.size());
for (ASTs::iterator it = primary_expr_ast->children.begin();
it != primary_expr_ast->children.end();
++it)
{
String name = (*it)->getColumnName();
sort_descr.push_back(SortColumnDescription(name, 1));
}
primary_expr = ExpressionAnalyzer(primary_expr_ast, context, *columns).getActions(false);
ExpressionActionsPtr projected_expr = ExpressionAnalyzer(primary_expr_ast, context, *columns).getActions(true);
primary_key_sample = projected_expr->getSampleBlock();
merge_threads = new boost::threadpool::pool(settings.merging_threads);
loadDataParts();
}
StoragePtr StorageMergeTree::create(
const String & path_, const String & name_, NamesAndTypesListPtr columns_,
const Context & context_,
ASTPtr & primary_expr_ast_,
const String & date_column_name_, const ASTPtr & sampling_expression_,
size_t index_granularity_,
const String & sign_column_,
const StorageMergeTreeSettings & settings_)
{
return (new StorageMergeTree(path_, name_, columns_, context_, primary_expr_ast_, date_column_name_, sampling_expression_, index_granularity_, sign_column_, settings_))->thisPtr();
}
StorageMergeTree::~StorageMergeTree()
{
joinMergeThreads();
}
BlockOutputStreamPtr StorageMergeTree::write(ASTPtr query)
{
return new MergeTreeBlockOutputStream(thisPtr());
}
BlockInputStreams StorageMergeTree::read(
const Names & column_names_to_return,
ASTPtr query,
const Settings & settings,
QueryProcessingStage::Enum & processed_stage,
size_t max_block_size,
unsigned threads)
{
check(column_names_to_return);
processed_stage = QueryProcessingStage::FetchColumns;
PKCondition key_condition(query, context, *columns, sort_descr);
PKCondition date_condition(query, context, *columns, SortDescription(1, SortColumnDescription(date_column_name, 1)));
typedef std::vector<DataPartPtr> PartsList;
PartsList parts;
/// Выберем куски, в которых могут быть данные, удовлетворяющие date_condition.
{
Poco::ScopedLock<Poco::FastMutex> lock(data_parts_mutex);
for (DataParts::iterator it = data_parts.begin(); it != data_parts.end(); ++it)
if (date_condition.mayBeTrueInRange(Row(1, static_cast<UInt64>((*it)->left_date)),Row(1, static_cast<UInt64>((*it)->right_date))))
parts.push_back(*it);
}
/// Семплирование.
Names column_names_to_read = column_names_to_return;
UInt64 sampling_column_value_limit = 0;
typedef Poco::SharedPtr<ASTFunction> ASTFunctionPtr;
ASTFunctionPtr filter_function;
ExpressionActionsPtr filter_expression;
ASTSelectQuery & select = *dynamic_cast<ASTSelectQuery*>(&*query);
if (select.sample_size)
{
double size = apply_visitor(FieldVisitorConvertToNumber<double>(),
dynamic_cast<ASTLiteral&>(*select.sample_size).value);
if (size < 0)
throw Exception("Negative sample size", ErrorCodes::ARGUMENT_OUT_OF_BOUND);
if (size > 1)
{
size_t requested_count = apply_visitor(FieldVisitorConvertToNumber<UInt64>(), dynamic_cast<ASTLiteral&>(*select.sample_size).value);
/// Узнаем, сколько строк мы бы прочли без семплирования.
LOG_DEBUG(log, "Preliminary index scan with condition: " << key_condition.toString());
size_t total_count = 0;
for (size_t i = 0; i < parts.size(); ++i)
{
DataPartPtr & part = parts[i];
MarkRanges ranges = MergeTreeBlockInputStream::markRangesFromPkRange(full_path + part->name + '/',
part->size,
*this,
key_condition);
for (size_t j = 0; j < ranges.size(); ++j)
total_count += ranges[j].end - ranges[j].begin;
}
total_count *= index_granularity;
size = std::min(1., static_cast<double>(requested_count) / total_count);
LOG_DEBUG(log, "Selected relative sample size: " << size);
}
UInt64 sampling_column_max = 0;
DataTypePtr type = primary_expr->getSampleBlock().getByName(sampling_expression->getColumnName()).type;
if (type->getName() == "UInt64")
sampling_column_max = std::numeric_limits<UInt64>::max();
else if (type->getName() == "UInt32")
sampling_column_max = std::numeric_limits<UInt32>::max();
else if (type->getName() == "UInt16")
sampling_column_max = std::numeric_limits<UInt16>::max();
else if (type->getName() == "UInt8")
sampling_column_max = std::numeric_limits<UInt8>::max();
else
throw Exception("Invalid sampling column type in storage parameters: " + type->getName() + ". Must be unsigned integer type.", ErrorCodes::ILLEGAL_TYPE_OF_COLUMN_FOR_FILTER);
/// Добавим условие, чтобы отсечь еще что-нибудь при повторном просмотре индекса.
sampling_column_value_limit = static_cast<UInt64>(size * sampling_column_max);
if (!key_condition.addCondition(sampling_expression->getColumnName(),
Range::RightBounded(sampling_column_value_limit, true)))
throw Exception("Sampling column not in primary key", ErrorCodes::ILLEGAL_COLUMN);
/// Выражение для фильтрации: sampling_expression <= sampling_column_value_limit
ASTPtr filter_function_args = new ASTExpressionList;
filter_function_args->children.push_back(sampling_expression);
filter_function_args->children.push_back(new ASTLiteral(StringRange(), sampling_column_value_limit));
filter_function = new ASTFunction;
filter_function->name = "lessOrEquals";
filter_function->arguments = filter_function_args;
filter_function->children.push_back(filter_function->arguments);
filter_expression = ExpressionAnalyzer(filter_function, context, *columns).getActions(false);
/// Добавим столбцы, нужные для sampling_expression.
std::vector<String> add_columns = filter_expression->getRequiredColumns();
column_names_to_read.insert(column_names_to_read.end(), add_columns.begin(), add_columns.end());
std::sort(column_names_to_read.begin(), column_names_to_read.end());
column_names_to_read.erase(std::unique(column_names_to_read.begin(), column_names_to_read.end()), column_names_to_read.end());
}
LOG_DEBUG(log, "Key condition: " << key_condition.toString());
LOG_DEBUG(log, "Date condition: " << date_condition.toString());
RangesInDataParts parts_with_ranges;
/// Найдем, какой диапазон читать из каждого куска.
size_t sum_marks = 0;
size_t sum_ranges = 0;
for (size_t i = 0; i < parts.size(); ++i)
{
DataPartPtr & part = parts[i];
RangesInDataPart ranges(part);
ranges.ranges = MergeTreeBlockInputStream::markRangesFromPkRange(full_path + part->name + '/',
part->size,
*this,
key_condition);
if (!ranges.ranges.empty())
{
parts_with_ranges.push_back(ranges);
sum_ranges += ranges.ranges.size();
for (size_t j = 0; j < ranges.ranges.size(); ++j)
{
sum_marks += ranges.ranges[j].end - ranges.ranges[j].begin;
}
}
}
LOG_DEBUG(log, "Selected " << parts.size() << " parts by date, " << parts_with_ranges.size() << " parts by key, "
<< sum_marks << " marks to read from " << sum_ranges << " ranges");
BlockInputStreams res;
if (select.final)
{
/// Добавим столбцы, нужные для вычисления первичного ключа и знака.
std::vector<String> add_columns = primary_expr->getRequiredColumns();
column_names_to_read.insert(column_names_to_read.end(), add_columns.begin(), add_columns.end());
column_names_to_read.push_back(sign_column);
std::sort(column_names_to_read.begin(), column_names_to_read.end());
column_names_to_read.erase(std::unique(column_names_to_read.begin(), column_names_to_read.end()), column_names_to_read.end());
res = spreadMarkRangesAmongThreadsFinal(parts_with_ranges, threads, column_names_to_read, max_block_size);
}
else
{
res = spreadMarkRangesAmongThreads(parts_with_ranges, threads, column_names_to_read, max_block_size);
}
if (select.sample_size)
{
for (size_t i = 0; i < res.size(); ++i)
{
BlockInputStreamPtr original_stream = res[i];
BlockInputStreamPtr expression_stream = new ExpressionBlockInputStream(original_stream, filter_expression);
BlockInputStreamPtr filter_stream = new FilterBlockInputStream(expression_stream, filter_function->getColumnName());
res[i] = filter_stream;
}
}
return res;
}
/// Примерно поровну распределить засечки между потоками.
BlockInputStreams StorageMergeTree::spreadMarkRangesAmongThreads(RangesInDataParts parts, size_t threads, const Names & column_names, size_t max_block_size)
{
/// На всякий случай перемешаем куски.
std::random_shuffle(parts.begin(), parts.end());
/// Посчитаем засечки для каждого куска.
std::vector<size_t> sum_marks_in_parts(parts.size());
size_t sum_marks = 0;
for (size_t i = 0; i < parts.size(); ++i)
{
/// Пусть отрезки будут перечислены справа налево, чтобы можно было выбрасывать самый левый отрезок с помощью pop_back().
std::reverse(parts[i].ranges.begin(), parts[i].ranges.end());
sum_marks_in_parts[i] = 0;
for (size_t j = 0; j < parts[i].ranges.size(); ++j)
{
MarkRange & range = parts[i].ranges[j];
sum_marks_in_parts[i] += range.end - range.begin;
}
sum_marks += sum_marks_in_parts[i];
}
BlockInputStreams res;
if (sum_marks > 0)
{
size_t min_marks_per_thread = (sum_marks - 1) / threads + 1;
for (size_t i = 0; i < threads && !parts.empty(); ++i)
{
size_t need_marks = min_marks_per_thread;
BlockInputStreams streams;
/// Цикл по кускам.
while (need_marks > 0 && !parts.empty())
{
RangesInDataPart & part = parts.back();
size_t & marks_in_part = sum_marks_in_parts.back();
/// Не будем брать из куска слишком мало строк.
if (marks_in_part >= min_marks_for_concurrent_read &&
need_marks < min_marks_for_concurrent_read)
need_marks = min_marks_for_concurrent_read;
/// Не будем оставлять в куске слишком мало строк.
if (marks_in_part > need_marks &&
marks_in_part - need_marks < min_marks_for_concurrent_read)
need_marks = marks_in_part;
/// Возьмем весь кусок, если он достаточно мал.
if (marks_in_part <= need_marks)
{
/// Восстановим порядок отрезков.
std::reverse(part.ranges.begin(), part.ranges.end());
streams.push_back(new MergeTreeBlockInputStream(full_path + part.data_part->name + '/',
max_block_size, column_names, *this,
part.data_part, part.ranges, thisPtr()));
need_marks -= marks_in_part;
parts.pop_back();
sum_marks_in_parts.pop_back();
continue;
}
MarkRanges ranges_to_get_from_part;
/// Цикл по отрезкам куска.
while (need_marks > 0)
{
if (part.ranges.empty())
throw Exception("Unexpected end of ranges while spreading marks among threads", ErrorCodes::LOGICAL_ERROR);
MarkRange & range = part.ranges.back();
size_t marks_in_range = range.end - range.begin;
size_t marks_to_get_from_range = std::min(marks_in_range, need_marks);
ranges_to_get_from_part.push_back(MarkRange(range.begin, range.begin + marks_to_get_from_range));
range.begin += marks_to_get_from_range;
marks_in_part -= marks_to_get_from_range;
need_marks -= marks_to_get_from_range;
if (range.begin == range.end)
part.ranges.pop_back();
}
streams.push_back(new MergeTreeBlockInputStream(full_path + part.data_part->name + '/',
max_block_size, column_names, *this,
part.data_part, ranges_to_get_from_part, thisPtr()));
}
if (streams.size() == 1)
res.push_back(streams[0]);
else
res.push_back(new ConcatBlockInputStream(streams));
}
if (!parts.empty())
throw Exception("Couldn't spread marks among threads", ErrorCodes::LOGICAL_ERROR);
}
return res;
}
/// Распределить засечки между потоками и сделать, чтобы в ответе (почти) все данные были сколлапсированы (модификатор FINAL).
BlockInputStreams StorageMergeTree::spreadMarkRangesAmongThreadsFinal(RangesInDataParts parts, size_t threads, const Names & column_names, size_t max_block_size)
{
ExpressionActionsPtr sign_filter_expression;
String sign_filter_column;
createPositiveSignCondition(sign_filter_expression, sign_filter_column);
BlockInputStreams to_collapse;
for (size_t part_index = 0; part_index < parts.size(); ++part_index)
{
RangesInDataPart & part = parts[part_index];
BlockInputStreamPtr source_stream = new MergeTreeBlockInputStream(full_path + part.data_part->name + '/',
max_block_size, column_names, *this,
part.data_part, part.ranges, thisPtr());
to_collapse.push_back(new ExpressionBlockInputStream(source_stream, primary_expr));
}
BlockInputStreams res;
if (to_collapse.size() == 1)
res.push_back(new FilterBlockInputStream(new ExpressionBlockInputStream(to_collapse[0], sign_filter_expression), sign_filter_column));
else if (to_collapse.size() > 1)
res.push_back(new CollapsingFinalBlockInputStream(to_collapse, sort_descr, sign_column));
return res;
}
void StorageMergeTree::createPositiveSignCondition(ExpressionActionsPtr & out_expression, String & out_column)
{
ASTFunction * function = new ASTFunction;
ASTPtr function_ptr = function;
ASTExpressionList * arguments = new ASTExpressionList;
ASTPtr arguments_ptr = arguments;
ASTIdentifier * sign = new ASTIdentifier;
ASTPtr sign_ptr = sign;
ASTLiteral * one = new ASTLiteral;
ASTPtr one_ptr = one;
function->name = "equals";
function->arguments = arguments_ptr;
function->children.push_back(arguments_ptr);
arguments->children.push_back(sign_ptr);
arguments->children.push_back(one_ptr);
sign->name = sign_column;
sign->kind = ASTIdentifier::Column;
one->type = new DataTypeInt8;
one->value = Field(static_cast<Int64>(1));
out_expression = ExpressionAnalyzer(function_ptr, context, *columns).getActions(false);
out_column = function->getColumnName();
}
String StorageMergeTree::getPartName(Yandex::DayNum_t left_date, Yandex::DayNum_t right_date, UInt64 left_id, UInt64 right_id, UInt64 level)
{
Yandex::DateLUTSingleton & date_lut = Yandex::DateLUTSingleton::instance();
/// Имя директории для куска иммет вид: YYYYMMDD_YYYYMMDD_N_N_L.
String res;
{
unsigned left_date_id = Yandex::Date2OrderedIdentifier(date_lut.fromDayNum(left_date));
unsigned right_date_id = Yandex::Date2OrderedIdentifier(date_lut.fromDayNum(right_date));
WriteBufferFromString wb(res);
writeIntText(left_date_id, wb);
writeChar('_', wb);
writeIntText(right_date_id, wb);
writeChar('_', wb);
writeIntText(left_id, wb);
writeChar('_', wb);
writeIntText(right_id, wb);
writeChar('_', wb);
writeIntText(level, wb);
}
return res;
}
void StorageMergeTree::loadDataParts()
{
LOG_DEBUG(log, "Loading data parts");
Poco::ScopedLock<Poco::FastMutex> lock(data_parts_mutex);
Poco::ScopedLock<Poco::FastMutex> lock_all(all_data_parts_mutex);
Yandex::DateLUTSingleton & date_lut = Yandex::DateLUTSingleton::instance();
data_parts.clear();
Poco::DirectoryIterator end;
Poco::RegularExpression::MatchVec matches;
for (Poco::DirectoryIterator it(full_path); it != end; ++it)
{
std::string file_name = it.name();
if (!isPartDirectory(file_name, matches))
continue;
DataPartPtr part = new DataPart(*this);
part->left_date = date_lut.toDayNum(Yandex::OrderedIdentifier2Date(file_name.substr(matches[1].offset, matches[1].length)));
part->right_date = date_lut.toDayNum(Yandex::OrderedIdentifier2Date(file_name.substr(matches[2].offset, matches[2].length)));
part->left = parse<UInt64>(file_name.substr(matches[3].offset, matches[3].length));
part->right = parse<UInt64>(file_name.substr(matches[4].offset, matches[4].length));
part->level = parse<UInt32>(file_name.substr(matches[5].offset, matches[5].length));
part->name = file_name;
/// Размер - в количестве засечек.
part->size = Poco::File(full_path + file_name + "/" + escapeForFileName(columns->front().first) + ".mrk").getSize()
/ MERGE_TREE_MARK_SIZE;
part->modification_time = it->getLastModified().epochTime();
part->left_month = date_lut.toFirstDayNumOfMonth(part->left_date);
part->right_month = date_lut.toFirstDayNumOfMonth(part->right_date);
data_parts.insert(part);
}
all_data_parts = data_parts;
/** Удаляем из набора актуальных кусков куски, которые содержатся в другом куске (которые были склеены),
* но по каким-то причинам остались лежать в файловой системе.
* Удаление файлов будет произведено потом в методе clearOldParts.
*/
if (data_parts.size() >= 2)
{
DataParts::iterator prev_jt = data_parts.begin();
DataParts::iterator curr_jt = prev_jt;
++curr_jt;
while (curr_jt != data_parts.end())
{
/// Куски данных за разные месяцы рассматривать не будем
if ((*curr_jt)->left_month != (*curr_jt)->right_month
|| (*curr_jt)->right_month != (*prev_jt)->left_month
|| (*prev_jt)->left_month != (*prev_jt)->right_month)
{
++prev_jt;
++curr_jt;
continue;
}
if ((*curr_jt)->contains(**prev_jt))
{
LOG_WARNING(log, "Part " << (*curr_jt)->name << " contains " << (*prev_jt)->name);
data_parts.erase(prev_jt);
prev_jt = curr_jt;
++curr_jt;
}
else if ((*prev_jt)->contains(**curr_jt))
{
LOG_WARNING(log, "Part " << (*prev_jt)->name << " contains " << (*curr_jt)->name);
data_parts.erase(curr_jt++);
}
else
{
++prev_jt;
++curr_jt;
}
}
}
LOG_DEBUG(log, "Loaded data parts (" << data_parts.size() << " items)");
}
void StorageMergeTree::clearOldParts()
{
Poco::ScopedTry<Poco::FastMutex> lock;
/// Если метод уже вызван из другого потока (или если all_data_parts прямо сейчас меняют), то можно ничего не делать.
if (!lock.lock(&all_data_parts_mutex))
{
LOG_TRACE(log, "Already clearing or modifying old parts");
return;
}
LOG_TRACE(log, "Clearing old parts");
for (DataParts::iterator it = all_data_parts.begin(); it != all_data_parts.end();)
{
int ref_count = it->referenceCount();
LOG_TRACE(log, (*it)->name << ": ref_count = " << ref_count);
if (ref_count == 1) /// После этого ref_count не может увеличиться.
{
LOG_DEBUG(log, "Removing part " << (*it)->name);
(*it)->remove();
all_data_parts.erase(it++);
}
else
++it;
}
}
void StorageMergeTree::merge(size_t iterations, bool async)
{
bool while_can = false;
if (iterations == 0){
while_can = true;
iterations = settings.merging_threads;
}
for (size_t i = 0; i < iterations; ++i)
merge_threads->schedule(boost::bind(&StorageMergeTree::mergeThread, this, while_can));
if (!async)
joinMergeThreads();
}
void StorageMergeTree::mergeThread(bool while_can)
{
try
{
std::vector<DataPartPtr> parts;
while (selectPartsToMerge(parts, false) ||
selectPartsToMerge(parts, true))
{
mergeParts(parts);
/// Удаляем старые куски.
parts.clear();
clearOldParts();
if (!while_can)
break;
}
}
catch (const Exception & e)
{
LOG_ERROR(log, "Code: " << e.code() << ". " << e.displayText() << std::endl
<< std::endl
<< "Stack trace:" << std::endl
<< e.getStackTrace().toString());
}
catch (const Poco::Exception & e)
{
LOG_ERROR(log, "Poco::Exception: " << e.code() << ". " << e.displayText());
}
catch (const std::exception & e)
{
LOG_ERROR(log, "std::exception: " << e.what());
}
catch (...)
{
LOG_ERROR(log, "Unknown exception");
}
}
void StorageMergeTree::joinMergeThreads()
{
LOG_DEBUG(log, "Waiting for merge thread to finish.");
merge_threads->wait();
}
/// Выбираем отрезок из не более чем max_parts_to_merge_at_once кусков так, чтобы максимальный размер был меньше чем в max_size_ratio_to_merge_parts раз больше суммы остальных.
/// Это обеспечивает в худшем случае время O(n log n) на все слияния, независимо от выбора сливаемых кусков, порядка слияния и добавления.
/// При max_parts_to_merge_at_once >= log(max_rows_to_merge_parts/index_granularity)/log(max_size_ratio_to_merge_parts),
/// несложно доказать, что всегда будет что сливать, пока количество кусков больше
/// log(max_rows_to_merge_parts/index_granularity)/log(max_size_ratio_to_merge_parts)*(количество кусков размером больше max_rows_to_merge_parts).
/// Дальше эвристики.
/// Будем выбирать максимальный по включению подходящий отрезок.
/// Из всех таких выбираем отрезок с минимальным максимумом размера.
/// Из всех таких выбираем отрезок с минимальным минимумом размера.
/// Из всех таких выбираем отрезок с максимальной длиной.
bool StorageMergeTree::selectPartsToMerge(std::vector<DataPartPtr> & parts, bool merge_anything_for_old_months)
{
LOG_DEBUG(log, "Selecting parts to merge");
Poco::ScopedLock<Poco::FastMutex> lock(data_parts_mutex);
Yandex::DateLUTSingleton & date_lut = Yandex::DateLUTSingleton::instance();
size_t min_max = -1U;
size_t min_min = -1U;
int max_len = 0;
DataParts::iterator best_begin;
bool found = false;
Yandex::DayNum_t now_day = date_lut.toDayNum(time(0));
Yandex::DayNum_t now_month = date_lut.toFirstDayNumOfMonth(now_day);
/// Сколько кусков, начиная с текущего, можно включить в валидный отрезок, начинающийся левее текущего куска.
/// Нужно для определения максимальности по включению.
int max_count_from_left = 0;
/// Левый конец отрезка.
for (DataParts::iterator it = data_parts.begin(); it != data_parts.end(); ++it)
{
const DataPartPtr & first_part = *it;
max_count_from_left = std::max(0, max_count_from_left - 1);
/// Кусок не занят и достаточно мал.
if (first_part->currently_merging ||
first_part->size * index_granularity > settings.max_rows_to_merge_parts)
continue;
/// Кусок в одном месяце.
if (first_part->left_month != first_part->right_month)
{
LOG_WARNING(log, "Part " << first_part->name << " spans more than one month");
continue;
}
/// Самый длинный валидный отрезок, начинающийся здесь.
size_t cur_longest_max = -1U;
size_t cur_longest_min = -1U;
int cur_longest_len = 0;
/// Текущий отрезок, не обязательно валидный.
size_t cur_max = first_part->size;
size_t cur_min = first_part->size;
size_t cur_sum = first_part->size;
int cur_len = 1;
Yandex::DayNum_t month = first_part->left_month;
UInt64 cur_id = first_part->right;
/// Этот месяц кончился хотя бы день назад.
bool is_old_month = now_day - now_month >= 1 && now_month > month;
/// Правый конец отрезка.
DataParts::iterator jt = it;
for (++jt; jt != data_parts.end() && cur_len < static_cast<int>(settings.max_parts_to_merge_at_once); ++jt)
{
const DataPartPtr & last_part = *jt;
/// Кусок не занят, достаточно мал и в одном правильном месяце.
if (last_part->currently_merging ||
last_part->size * index_granularity > settings.max_rows_to_merge_parts ||
last_part->left_month != last_part->right_month ||
last_part->left_month != month)
break;
/// Кусок правее предыдущего.
if (last_part->left < cur_id)
{
LOG_WARNING(log, "Part " << last_part->name << " intersects previous part");
break;
}
cur_max = std::max(cur_max, last_part->size);
cur_min = std::min(cur_min, last_part->size);
cur_sum += last_part->size;
++cur_len;
cur_id = last_part->right;
/// Если отрезок валидный, то он самый длинный валидный, начинающийся тут.
if (cur_len >= 2 &&
(static_cast<double>(cur_max) / (cur_sum - cur_max) < settings.max_size_ratio_to_merge_parts ||
(is_old_month && merge_anything_for_old_months))) /// За старый месяц объединяем что угодно, если разрешено.
{
cur_longest_max = cur_max;
cur_longest_min = cur_min;
cur_longest_len = cur_len;
}
}
/// Это максимальный по включению валидный отрезок.
if (cur_longest_len > max_count_from_left)
{
max_count_from_left = cur_longest_len;
if (!found ||
std::make_pair(std::make_pair(cur_longest_max, cur_longest_min), -cur_longest_len) <
std::make_pair(std::make_pair(min_max, min_min), -max_len))
{
found = true;
min_max = cur_longest_max;
min_min = cur_longest_min;
max_len = cur_longest_len;
best_begin = it;
}
}
}
if (found)
{
parts.clear();
DataParts::iterator it = best_begin;
for (int i = 0; i < max_len; ++i)
{
parts.push_back(*it);
parts.back()->currently_merging = true;
++it;
}
LOG_DEBUG(log, "Selected " << parts.size() << " parts from " << parts.front()->name << " to " << parts.back()->name);
}
else
{
LOG_DEBUG(log, "No parts to merge");
}
return found;
}
/// parts должны быть отсортированы.
void StorageMergeTree::mergeParts(std::vector<DataPartPtr> parts)
{
LOG_DEBUG(log, "Merging " << parts.size() << " parts: from " << parts.front()->name << " to " << parts.back()->name);
Names all_column_names;
for (NamesAndTypesList::const_iterator it = columns->begin(); it != columns->end(); ++it)
all_column_names.push_back(it->first);
Yandex::DateLUTSingleton & date_lut = Yandex::DateLUTSingleton::instance();
StorageMergeTree::DataPartPtr new_data_part = new DataPart(*this);
new_data_part->left_date = std::numeric_limits<UInt16>::max();
new_data_part->right_date = std::numeric_limits<UInt16>::min();
new_data_part->left = parts.front()->left;
new_data_part->right = parts.back()->right;
new_data_part->level = 0;
for (size_t i = 0; i < parts.size(); ++i)
{
new_data_part->level = std::max(new_data_part->level, parts[i]->level);
new_data_part->left_date = std::min(new_data_part->left_date, parts[i]->left_date);
new_data_part->right_date = std::max(new_data_part->right_date, parts[i]->right_date);
}
++new_data_part->level;
new_data_part->name = getPartName(
new_data_part->left_date, new_data_part->right_date, new_data_part->left, new_data_part->right, new_data_part->level);
new_data_part->left_month = date_lut.toFirstDayNumOfMonth(new_data_part->left_date);
new_data_part->right_month = date_lut.toFirstDayNumOfMonth(new_data_part->right_date);
/** Читаем из всех кусков, сливаем и пишем в новый.
* Попутно вычисляем выражение для сортировки.
*/
BlockInputStreams src_streams;
for (size_t i = 0; i < parts.size(); ++i)
{
MarkRanges ranges(1, MarkRange(0, parts[i]->size));
src_streams.push_back(new ExpressionBlockInputStream(new MergeTreeBlockInputStream(
full_path + parts[i]->name + '/', DEFAULT_BLOCK_SIZE, all_column_names, *this, parts[i], ranges, StoragePtr()), primary_expr));
}
/// Порядок потоков важен: при совпадении ключа элементы идут в порядке номера потока-источника.
/// В слитом куске строки с одинаковым ключом должны идти в порядке возрастания идентификатора исходного куска, то есть (примерного) возрастания времени вставки.
BlockInputStreamPtr merged_stream = sign_column.empty()
? new MergingSortedBlockInputStream(src_streams, sort_descr, DEFAULT_BLOCK_SIZE)
: new CollapsingSortedBlockInputStream(src_streams, sort_descr, sign_column, DEFAULT_BLOCK_SIZE);
MergedBlockOutputStreamPtr to = new MergedBlockOutputStream(*this,
new_data_part->left_date, new_data_part->right_date, new_data_part->left, new_data_part->right, new_data_part->level);
copyData(*merged_stream, *to);
new_data_part->size = to->marksCount();
new_data_part->modification_time = time(0);
{
Poco::ScopedLock<Poco::FastMutex> lock(data_parts_mutex);
Poco::ScopedLock<Poco::FastMutex> lock_all(all_data_parts_mutex);
/// Добавляем новый кусок в набор.
for (size_t i = 0; i < parts.size(); ++i)
{
if (data_parts.end() == data_parts.find(parts[i]))
throw Exception("Logical error: cannot find data part " + parts[i]->name + " in list", ErrorCodes::LOGICAL_ERROR);
}
data_parts.insert(new_data_part);
all_data_parts.insert(new_data_part);
for (size_t i = 0; i < parts.size(); ++i)
{
data_parts.erase(data_parts.find(parts[i]));
}
}
LOG_TRACE(log, "Merged " << parts.size() << " parts: from " << parts.front()->name << " to " << parts.back()->name);
}
void StorageMergeTree::rename(const String & new_path_to_db, const String & new_name)
{
joinMergeThreads();
std::string new_full_path = new_path_to_db + escapeForFileName(new_name) + '/';
Poco::File(full_path).renameTo(new_full_path);
path = new_path_to_db;
full_path = new_full_path;
name = new_name;
increment.setPath(full_path + "increment.txt");
}
void StorageMergeTree::dropImpl()
{
joinMergeThreads();
Poco::ScopedLock<Poco::FastMutex> lock(data_parts_mutex);
Poco::ScopedLock<Poco::FastMutex> lock_all(all_data_parts_mutex);
data_parts.clear();
all_data_parts.clear();
Poco::File(full_path).remove(true);
}
bool namesEqual(const String & name, const DB::NameAndTypePair & name_type)
{
return name_type.first == name;
}
void StorageMergeTree::removeColumn(String column_name)
{
Poco::ScopedLock<Poco::FastMutex> lock(data_parts_mutex);
Poco::ScopedLock<Poco::FastMutex> lock_all(all_data_parts_mutex);
NamesAndTypesList::iterator column_it = std::find_if(columns->begin(), columns->end(), boost::bind(namesEqual, column_name, _1));
if (column_it == columns->end())
throw DB::Exception("Wrong column name. Cannot find column to drop", DB::ErrorCodes::ILLEGAL_COLUMN);
else
columns->erase(column_it);
Poco::RegularExpression::MatchVec matches;
Poco::DirectoryIterator end;
for (Poco::DirectoryIterator it = Poco::DirectoryIterator(full_path); it != end; ++it)
{
std::string file_name = it.name();
if (!isPartDirectory(file_name, matches))
continue;
String full_dir_name = full_path + file_name + "/";
{
Poco::File file(full_dir_name + column_name + ".mrk");
if (file.exists())
file.remove();
}
{
Poco::File file(full_dir_name + column_name + ".bin");
if (file.exists())
file.remove();
}
}
}
void StorageMergeTree::alter(const ASTAlterQuery::Parameters & params)
{
if (params.type == ASTAlterQuery::ADD)
{
Poco::ScopedLock<Poco::FastMutex> lock(data_parts_mutex);
Poco::ScopedLock<Poco::FastMutex> lock_all(all_data_parts_mutex);
NamesAndTypesList::iterator insert_it = columns->end();
if (params.column)
{
String column_name = dynamic_cast<const ASTIdentifier &>(*params.column).name;
insert_it = std::find_if(columns->begin(), columns->end(), boost::bind(namesEqual, column_name, _1) );
if (insert_it == columns->end())
throw DB::Exception("Wrong column name. Cannot find column to insert after", DB::ErrorCodes::ILLEGAL_COLUMN);
else
++insert_it;
}
const ASTNameTypePair & ast_name_type = dynamic_cast<const ASTNameTypePair &>(*params.name_type);
StringRange type_range = ast_name_type.type->range;
String type_string = String(type_range.first, type_range.second - type_range.first);
NameAndTypePair pair(ast_name_type.name, context.getDataTypeFactory().get(type_string));
columns->insert(insert_it, pair);
return;
}
else if (params.type == ASTAlterQuery::DROP)
{
String column_name = dynamic_cast<const ASTIdentifier &>(*params.column).name;
removeColumn(column_name);
}
else
throw Exception("Wrong parameter type in ALTER query", ErrorCodes::LOGICAL_ERROR);
}
bool StorageMergeTree::isPartDirectory(const String & dir_name, Poco::RegularExpression::MatchVec & matches) const
{
return (file_name_regexp.match(dir_name, 0, matches) && 6 == matches.size());
}
}