ClickHouse/dbms/include/DB/Storages/MergeTree/MergeTreeData.h

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#pragma once
#include <DB/Core/SortDescription.h>
#include <DB/Interpreters/Context.h>
#include <DB/Interpreters/ExpressionActions.h>
#include <DB/Storages/IStorage.h>
#include <DB/Storages/MergeTree/ActiveDataPartSet.h>
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#include <DB/Storages/MergeTree/MergeTreeSettings.h>
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#include <DB/IO/ReadBufferFromString.h>
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#include <DB/IO/WriteBufferFromFile.h>
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#include <DB/IO/ReadBufferFromFile.h>
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#include <DB/DataTypes/DataTypeString.h>
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#include <DB/DataTypes/DataTypesNumberFixed.h>
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#include <DB/DataStreams/GraphiteRollupSortedBlockInputStream.h>
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#include <DB/Storages/MergeTree/MergeTreeDataPart.h>
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struct SimpleIncrement;
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namespace DB
{
namespace ErrorCodes
{
extern const int LOGICAL_ERROR;
extern const int INVALID_PARTITION_NAME;
extern const int TOO_MUCH_PARTS;
extern const int NO_SUCH_DATA_PART;
extern const int DUPLICATE_DATA_PART;
extern const int DIRECTORY_ALREADY_EXISTS;
extern const int TOO_MANY_UNEXPECTED_DATA_PARTS;
extern const int NO_SUCH_COLUMN_IN_TABLE;
extern const int TABLE_DIFFERS_TOO_MUCH;
}
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/// Data structure for *MergeTree engines.
/// Merge tree is used for incremental sorting of data.
/// The table consists of several sorted parts.
/// During insertion new data is sorted according to the primary key and is written to the new part.
/// Parts are merged in the background according to a heuristic algorithm.
/// For each part the index file is created containing primary key values for every n-th row.
/// This allows efficient selection by primary key range predicate.
///
/// Additionally:
///
/// The date column is specified. For each part min and max dates are remembered.
/// Essentially it is an index too.
///
/// Data is partitioned by month. Parts belonging to different months are not merged - for the ease of
/// administration (data sync and backup).
///
/// File structure:
/// Part directory - / min-date _ max-date _ min-id _ max-id _ level /
/// Inside the part directory:
/// checksums.txt - contains the list of all files along with their sizes and checksums.
/// columns.txt - contains the list of all columns and their types.
/// primary.idx - contains the primary index.
/// [Column].bin - contains compressed column data.
/// [Column].mrk - marks, pointing to seek positions allowing to skip n * k rows.
///
/// Several modes are implemented. Modes determine additional actions during merge:
/// - Ordinary - don't do anything special
/// - Collapsing - collapse pairs of rows with the opposite values of sign_columns for the same values
/// of primary key (cf. CollapsingSortedBlockInputStream.h)
/// - Replacing - for all rows with the same primary key keep only the latest one. Or, if the version
/// column is set, keep the latest row with the maximal version.
/// - Summing - sum all numeric columns not contained in the primary key for all rows with the same primary key.
/// - Aggregating - merge columns containing aggregate function states for all rows with the same primary key.
/// - Unsorted - during the merge the data is not sorted but merely concatenated; this allows reading the data
/// in the same batches as they were written.
/// - Graphite - performs coarsening of historical data for Graphite (a system for quantitative monitoring).
/// The MergeTreeData class contains a list of parts and the data structure parameters.
/// To read and modify the data use other classes:
/// - MergeTreeDataSelectExecutor
/// - MergeTreeDataWriter
/// - MergeTreeDataMerger
class MergeTreeData : public ITableDeclaration
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{
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friend class ReshardingWorker;
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public:
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/// Function to call if the part is suspected to contain corrupt data.
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using BrokenPartCallback = std::function<void (const String &)>;
using DataPart = MergeTreeDataPart;
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using MutableDataPartPtr = std::shared_ptr<DataPart>;
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/// After the DataPart is added to the working set, it cannot be changed.
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using DataPartPtr = std::shared_ptr<const DataPart>;
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struct DataPartPtrLess { bool operator() (const DataPartPtr & lhs, const DataPartPtr & rhs) const { return *lhs < *rhs; } };
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using DataParts = std::set<DataPartPtr, DataPartPtrLess>;
using DataPartsVector = std::vector<DataPartPtr>;
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/// For resharding.
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using MutableDataParts = std::set<MutableDataPartPtr, DataPartPtrLess>;
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using PerShardDataParts = std::unordered_map<size_t, MutableDataPartPtr>;
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/// Some operations on the set of parts return a Transaction object.
/// If neither commit() nor rollback() was called, the destructor rollbacks the operation.
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class Transaction : private boost::noncopyable
{
public:
Transaction() {}
void commit()
{
clear();
}
void rollback()
{
if (data && (!parts_to_remove_on_rollback.empty() || !parts_to_add_on_rollback.empty()))
{
LOG_DEBUG(data->log, "Undoing transaction");
data->replaceParts(parts_to_remove_on_rollback, parts_to_add_on_rollback, true);
clear();
}
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}
~Transaction()
{
try
{
rollback();
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}
catch(...)
{
tryLogCurrentException("~MergeTreeData::Transaction");
}
}
private:
friend class MergeTreeData;
MergeTreeData * data = nullptr;
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/// What to do on rollback.
DataPartsVector parts_to_remove_on_rollback;
DataPartsVector parts_to_add_on_rollback;
void clear()
{
data = nullptr;
parts_to_remove_on_rollback.clear();
parts_to_add_on_rollback.clear();
}
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};
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/// An object that stores the names of temporary files created in the part directory during ALTER of its
/// columns.
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class AlterDataPartTransaction : private boost::noncopyable
{
public:
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/// Renames temporary files, finishing the ALTER of the part.
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void commit();
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/// If commit() was not called, deletes temporary files, canceling the ALTER.
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~AlterDataPartTransaction();
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/// Review the changes before the commit.
const NamesAndTypesList & getNewColumns() const { return new_columns; }
const DataPart::Checksums & getNewChecksums() const { return new_checksums; }
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private:
friend class MergeTreeData;
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AlterDataPartTransaction(DataPartPtr data_part_) : data_part(data_part_), alter_lock(data_part->alter_mutex) {}
void clear()
{
alter_lock.unlock();
data_part = nullptr;
}
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DataPartPtr data_part;
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std::unique_lock<std::mutex> alter_lock;
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DataPart::Checksums new_checksums;
NamesAndTypesList new_columns;
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/// If the value is an empty string, the file is not temporary, and it must be deleted.
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NameToNameMap rename_map;
};
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using AlterDataPartTransactionPtr = std::unique_ptr<AlterDataPartTransaction>;
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/// Parameters for various modes.
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struct MergingParams
{
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/// Merging mode. See above.
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enum Mode
{
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Ordinary = 0, /// Enum values are saved. Do not change them.
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Collapsing = 1,
Summing = 2,
Aggregating = 3,
Unsorted = 4,
Replacing = 5,
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Graphite = 6,
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};
Mode mode;
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/// For collapsing mode.
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String sign_column;
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/// For Summing mode. If empty - columns_to_sum is determined automatically.
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Names columns_to_sum;
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/// For Replacing mode. Can be empty.
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String version_column;
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/// For Graphite mode.
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Graphite::Params graphite_params;
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/// Check that needed columns are present and have correct types.
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void check(const NamesAndTypesList & columns) const;
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String getModeName() const;
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};
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/// Attach the table corresponding to the directory in full_path (must end with /), with the given columns.
/// Correctness of names and paths is not checked.
///
/// primary_expr_ast - expression used for sorting; empty for UnsortedMergeTree.
/// index_granularity - how many rows correspond to one primary key value.
/// require_part_metadata - should checksums.txt and columns.txt exist in the part directory.
/// attach - whether the existing table is attached or the new table is created.
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MergeTreeData( const String & full_path_, NamesAndTypesListPtr columns_,
const NamesAndTypesList & materialized_columns_,
const NamesAndTypesList & alias_columns_,
const ColumnDefaults & column_defaults_,
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Context & context_,
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ASTPtr & primary_expr_ast_,
const String & date_column_name_,
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const ASTPtr & sampling_expression_, /// nullptr, if sampling is not supported.
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size_t index_granularity_,
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const MergingParams & merging_params_,
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const MergeTreeSettings & settings_,
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const String & log_name_,
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bool require_part_metadata_,
bool attach,
BrokenPartCallback broken_part_callback_ = [](const String &){});
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/// Load the set of data parts from disk. Call once - immediately after the object is created.
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void loadDataParts(bool skip_sanity_checks);
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bool supportsSampling() const { return !!sampling_expression; }
bool supportsPrewhere() const { return true; }
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bool supportsFinal() const
{
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return merging_params.mode == MergingParams::Collapsing
|| merging_params.mode == MergingParams::Summing
|| merging_params.mode == MergingParams::Aggregating
|| merging_params.mode == MergingParams::Replacing;
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}
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Int64 getMaxDataPartIndex();
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std::string getTableName() const override
{
throw Exception("Logical error: calling method getTableName of not a table.", ErrorCodes::LOGICAL_ERROR);
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}
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const NamesAndTypesList & getColumnsListImpl() const override { return *columns; }
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NameAndTypePair getColumn(const String & column_name) const override
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{
if (column_name == "_part")
return NameAndTypePair("_part", std::make_shared<DataTypeString>());
if (column_name == "_part_index")
return NameAndTypePair("_part_index", std::make_shared<DataTypeUInt64>());
if (column_name == "_sample_factor")
return NameAndTypePair("_sample_factor", std::make_shared<DataTypeFloat64>());
return ITableDeclaration::getColumn(column_name);
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}
bool hasColumn(const String & column_name) const override
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{
return ITableDeclaration::hasColumn(column_name)
|| column_name == "_part"
|| column_name == "_part_index"
|| column_name == "_sample_factor";
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}
String getFullPath() const { return full_path; }
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String getLogName() const { return log_name; }
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/// Returns a copy of the list so that the caller shouldn't worry about locks.
DataParts getDataParts() const;
DataPartsVector getDataPartsVector() const;
DataParts getAllDataParts() const;
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/// Total size of active parts in bytes.
size_t getTotalActiveSizeInBytes() const;
size_t getMaxPartsCountForMonth() const;
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/// Returns a pair of min block number in the given month and a bool denoting if there is at least one part.
std::pair<Int64, bool> getMinBlockNumberForMonth(DayNum_t month) const;
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/// Returns true if block_number is contained in some part of the given month.
bool hasBlockNumberInMonth(Int64 block_number, DayNum_t month) const;
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/// If the table contains too many active parts, sleep for a while to give them time to merge.
/// If until is non-null, wake up from the sleep earlier if the event happened.
void delayInsertIfNeeded(Poco::Event * until = nullptr);
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/// Returns an active part with the given name or a part containing it. If there is no such part,
/// returns nullptr.
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DataPartPtr getActiveContainingPart(const String & part_name);
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/// Returns the part with the given name or nullptr if no such part.
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DataPartPtr getPartIfExists(const String & part_name);
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DataPartPtr getShardedPartIfExists(const String & part_name, size_t shard_no);
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/// Renames temporary part to a permanent part and adds it to the working set.
/// If increment != nullptr, part index is determing using increment. Otherwise part index remains unchanged.
/// It is assumed that the part does not intersect with existing parts.
/// If out_transaction != nullptr, sets it to an object allowing to rollback part addition (but not the renaming).
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void renameTempPartAndAdd(MutableDataPartPtr & part, SimpleIncrement * increment = nullptr, Transaction * out_transaction = nullptr);
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/// The same as renameTempPartAndAdd but the part can intersect existing parts.
/// Deletes and returns all parts covered by the added part (in ascending order).
DataPartsVector renameTempPartAndReplace(
MutableDataPartPtr & part, SimpleIncrement * increment = nullptr, Transaction * out_transaction = nullptr);
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/// Removes from the working set parts in remove and adds parts in add. Parts in add must already be in
/// all_data_parts.
/// If clear_without_timeout is true, the parts will be deleted at once, or during the next call to
/// clearOldParts (ignoring old_parts_lifetime).
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void replaceParts(const DataPartsVector & remove, const DataPartsVector & add, bool clear_without_timeout);
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/// Adds new part to the list of known parts and to the working set.
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void attachPart(const DataPartPtr & part);
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/// Renames the part to detached/<prefix>_<part> and forgets about it. The data won't be deleted in
/// clearOldParts.
/// If restore_covered is true, adds to the working set inactive parts, which were merged into the deleted part.
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void renameAndDetachPart(const DataPartPtr & part, const String & prefix = "", bool restore_covered = false, bool move_to_detached = true);
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/// Removes the part from the list of parts (including all_data_parts), but doesn't move the directory.
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void detachPartInPlace(const DataPartPtr & part);
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/// Returns old inactive parts that can be deleted. At the same time removes them from the list of parts
/// but not from the disk.
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DataPartsVector grabOldParts();
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/// Reverts the changes made by grabOldParts().
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void addOldParts(const DataPartsVector & parts);
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/// Delete irrelevant parts.
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void clearOldParts();
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void clearOldTemporaryDirectories();
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/// After the call to dropAllData() no method can be called.
/// Deletes the data directory and flushes the uncompressed blocks cache and the marks cache.
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void dropAllData();
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/// Moves the entire data directory.
/// Flushes the uncompressed blocks cache and the marks cache.
/// Must be called with locked lockStructureForAlter().
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void setPath(const String & full_path, bool move_data);
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/// Check if the ALTER can be performed:
/// - all needed columns are present.
/// - all type conversions can be done.
/// - columns corresponding to primary key, sign, sampling expression and date are not affected.
/// If something is wrong, throws an exception.
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void checkAlter(const AlterCommands & params);
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/// Performs ALTER of the data part, writes the result to temporary files.
/// Returns an object allowing to rename temporary files to permanent files.
/// If the number of affected columns is suspiciously high and skip_sanity_checks is false, throws an exception.
/// If no data transformations are necessary, returns nullptr.
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AlterDataPartTransactionPtr alterDataPart(
const DataPartPtr & part,
const NamesAndTypesList & new_columns,
const ASTPtr & new_primary_key,
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bool skip_sanity_checks);
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/// Must be called with locked lockStructureForAlter().
void setColumnsList(const NamesAndTypesList & new_columns) { columns = std::make_shared<NamesAndTypesList>(new_columns); }
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/// Should be called if part data is suspected to be corrupted.
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void reportBrokenPart(const String & name)
{
broken_part_callback(name);
}
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ExpressionActionsPtr getPrimaryExpression() const { return primary_expr; }
SortDescription getSortDescription() const { return sort_descr; }
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/// Check that the part is not broken and calculate the checksums for it if they are not present.
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/// Проверить, что кусок не сломан и посчитать для него чексуммы, если их нет.
MutableDataPartPtr loadPartAndFixMetadata(const String & relative_path);
/** Create local backup (snapshot) for parts with specified prefix.
* Backup is created in directory clickhouse_dir/shadow/i/, where i - incremental number,
* or if 'with_name' is specified - backup is created in directory with specified name.
*/
void freezePartition(const std::string & prefix, const String & with_name);
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/// Returns the size of partition in bytes.
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size_t getPartitionSize(const std::string & partition_name) const;
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size_t getColumnSize(const std::string & name) const
{
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std::lock_guard<std::mutex> lock{data_parts_mutex};
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const auto it = column_sizes.find(name);
return it == std::end(column_sizes) ? 0 : it->second;
}
using ColumnSizes = std::unordered_map<std::string, size_t>;
ColumnSizes getColumnSizes() const
{
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std::lock_guard<std::mutex> lock{data_parts_mutex};
return column_sizes;
}
size_t getColumnsTotalSize() const
{
std::lock_guard<std::mutex> lock{data_parts_mutex};
size_t total_size = 0;
for (const auto & col : column_sizes)
total_size += col.second;
return total_size;
}
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/// For ATTACH/DETACH/DROP/RESHARD PARTITION.
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static String getMonthName(const Field & partition);
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static String getMonthName(DayNum_t month);
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static DayNum_t getMonthDayNum(const Field & partition);
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static DayNum_t getMonthFromName(const String & month_name);
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/// Get month from the part name or a sufficient prefix.
static DayNum_t getMonthFromPartPrefix(const String & part_prefix);
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Context & context;
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const String date_column_name;
const ASTPtr sampling_expression;
const size_t index_granularity;
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/// Merging params - what additional actions to perform during merge.
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const MergingParams merging_params;
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const MergeTreeSettings settings;
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ASTPtr primary_expr_ast;
Block primary_key_sample;
DataTypes primary_key_data_types;
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private:
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friend struct MergeTreeDataPart;
friend class StorageMergeTree;
friend class MergeTreeDataMerger;
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bool require_part_metadata;
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ExpressionActionsPtr primary_expr;
SortDescription sort_descr;
String full_path;
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NamesAndTypesListPtr columns;
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/// Current column sizes in compressed form.
ColumnSizes column_sizes;
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BrokenPartCallback broken_part_callback;
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String log_name;
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Logger * log;
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/// Current set of data parts.
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DataParts data_parts;
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mutable std::mutex data_parts_mutex;
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/// The set of all data parts including already merged but not yet deleted. Usually it is small (tens of elements).
/// The part is referenced from here, from the list of current parts and from each thread reading from it.
/// This means that if reference count is 1 - the part is not used right now and can be deleted.
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DataParts all_data_parts;
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mutable std::mutex all_data_parts_mutex;
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/// Used to serialize calls to grabOldParts.
std::mutex grab_old_parts_mutex;
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/// The same for clearOldTemporaryDirectories.
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std::mutex clear_old_temporary_directories_mutex;
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/// For each shard of the set of sharded parts.
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PerShardDataParts per_shard_data_parts;
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/// Check that columns list doesn't contain multidimensional arrays.
/// If attach is true (attaching an existing table), writes an error message to log.
/// Otherwise (new table or alter) throws an exception.
void checkNoMultidimensionalArrays(const NamesAndTypesList & columns, bool attach) const;
void initPrimaryKey();
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/// Expression for column type conversion.
/// If no conversions are needed, out_expression=nullptr.
/// out_rename_map maps column files for the out_expression onto new table files.
/// out_force_update_metadata denotes if metadata must be changed even if out_rename_map is empty (used
/// for transformation-free changing of Enum values list).
/// Files to be deleted are mapped to an empty string in out_rename_map.
/// If part == nullptr, just checks that all type conversions are possible.
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void createConvertExpression(const DataPartPtr & part, const NamesAndTypesList & old_columns, const NamesAndTypesList & new_columns,
ExpressionActionsPtr & out_expression, NameToNameMap & out_rename_map, bool & out_force_update_metadata) const;
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/// Calculates column sizes in compressed form for the current state of data_parts. Call with data_parts mutex locked.
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void calculateColumnSizes();
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/// Adds or subtracts the contribution of the part to compressed column sizes.
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void addPartContributionToColumnSizes(const DataPartPtr & part);
void removePartContributionToColumnSizes(const DataPartPtr & part);
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};
}