ClickHouse/src/Interpreters/HashJoin.h

500 lines
19 KiB
C++
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

#pragma once
#include <variant>
#include <optional>
#include <deque>
#include <vector>
#include <Parsers/ASTTablesInSelectQuery.h>
#include <Interpreters/IJoin.h>
#include <Interpreters/AggregationCommon.h>
#include <Interpreters/RowRefs.h>
#include <Common/Arena.h>
#include <Common/ColumnsHashing.h>
#include <Common/HashTable/HashMap.h>
#include <Common/HashTable/FixedHashMap.h>
#include <Storages/TableLockHolder.h>
#include <Columns/ColumnString.h>
#include <Columns/ColumnFixedString.h>
#include <QueryPipeline/SizeLimits.h>
#include <Core/Block.h>
#include <Storages/IStorage_fwd.h>
#include <Interpreters/IKeyValueEntity.h>
#include <Interpreters/TemporaryDataOnDisk.h>
namespace DB
{
class TableJoin;
class ExpressionActions;
namespace JoinStuff
{
/// Flags needed to implement RIGHT and FULL JOINs.
class JoinUsedFlags
{
using RawBlockPtr = const Block *;
using UsedFlagsForBlock = std::vector<std::atomic_bool>;
/// For multiple dijuncts each empty in hashmap stores flags for particular block
/// For single dicunct we store all flags in `nullptr` entry, index is the offset in FindResult
std::unordered_map<RawBlockPtr, UsedFlagsForBlock> flags;
bool need_flags;
public:
/// Update size for vector with flags.
/// Calling this method invalidates existing flags.
/// It can be called several times, but all of them should happen before using this structure.
template <JoinKind KIND, JoinStrictness STRICTNESS>
void reinit(size_t size_);
template <JoinKind KIND, JoinStrictness STRICTNESS>
void reinit(const Block * block_ptr);
bool getUsedSafe(size_t i) const;
bool getUsedSafe(const Block * block_ptr, size_t row_idx) const;
template <bool use_flags, bool flag_per_row, typename T>
void setUsed(const T & f);
template <bool use_flags, bool flag_per_row>
void setUsed(const Block * block, size_t row_num, size_t offset);
template <bool use_flags, bool flag_per_row, typename T>
bool getUsed(const T & f);
template <bool use_flags, bool flag_per_row, typename T>
bool setUsedOnce(const T & f);
};
}
/** Data structure for implementation of JOIN.
* It is just a hash table: keys -> rows of joined ("right") table.
* Additionally, CROSS JOIN is supported: instead of hash table, it use just set of blocks without keys.
*
* JOIN-s could be of these types:
* - ALL × LEFT/INNER/RIGHT/FULL
* - ANY × LEFT/INNER/RIGHT
* - SEMI/ANTI x LEFT/RIGHT
* - ASOF x LEFT/INNER
* - CROSS
*
* ALL means usual JOIN, when rows are multiplied by number of matching rows from the "right" table.
* ANY uses one line per unique key from right table. For LEFT JOIN it would be any row (with needed joined key) from the right table,
* for RIGHT JOIN it would be any row from the left table and for INNER one it would be any row from right and any row from left.
* SEMI JOIN filter left table by keys that are present in right table for LEFT JOIN, and filter right table by keys from left table
* for RIGHT JOIN. In other words SEMI JOIN returns only rows which joining keys present in another table.
* ANTI JOIN is the same as SEMI JOIN but returns rows with joining keys that are NOT present in another table.
* SEMI/ANTI JOINs allow to get values from both tables. For filter table it gets any row with joining same key. For ANTI JOIN it returns
* defaults other table columns.
* ASOF JOIN is not-equi join. For one key column it finds nearest value to join according to join inequality.
* It's expected that ANY|SEMI LEFT JOIN is more efficient that ALL one.
*
* If INNER is specified - leave only rows that have matching rows from "right" table.
* If LEFT is specified - in case when there is no matching row in "right" table, fill it with default values instead.
* If RIGHT is specified - first process as INNER, but track what rows from the right table was joined,
* and at the end, add rows from right table that was not joined and substitute default values for columns of left table.
* If FULL is specified - first process as LEFT, but track what rows from the right table was joined,
* and at the end, add rows from right table that was not joined and substitute default values for columns of left table.
*
* Thus, LEFT and RIGHT JOINs are not symmetric in terms of implementation.
*
* All JOINs (except CROSS) are done by equality condition on keys (equijoin).
* Non-equality and other conditions are not supported.
*
* Implementation:
*
* 1. Build hash table in memory from "right" table.
* This hash table is in form of keys -> row in case of ANY or keys -> [rows...] in case of ALL.
* This is done in insertFromBlock method.
*
* 2. Process "left" table and join corresponding rows from "right" table by lookups in the map.
* This is done in joinBlock methods.
*
* In case of ANY LEFT JOIN - form new columns with found values or default values.
* This is the most simple. Number of rows in left table does not change.
*
* In case of ANY INNER JOIN - form new columns with found values,
* and also build a filter - in what rows nothing was found.
* Then filter columns of "left" table.
*
* In case of ALL ... JOIN - form new columns with all found rows,
* and also fill 'offsets' array, describing how many times we need to replicate values of "left" table.
* Then replicate columns of "left" table.
*
* How Nullable keys are processed:
*
* NULLs never join to anything, even to each other.
* During building of map, we just skip keys with NULL value of any component.
* During joining, we simply treat rows with any NULLs in key as non joined.
*
* Default values for outer joins (LEFT, RIGHT, FULL):
*
* Behaviour is controlled by 'join_use_nulls' settings.
* If it is false, we substitute (global) default value for the data type, for non-joined rows
* (zero, empty string, etc. and NULL for Nullable data types).
* If it is true, we always generate Nullable column and substitute NULLs for non-joined rows,
* as in standard SQL.
*/
class HashJoin : public IJoin
{
public:
HashJoin(
std::shared_ptr<TableJoin> table_join_, const Block & right_sample_block,
bool any_take_last_row_ = false, size_t reserve_num_ = 0, const String & instance_id_ = "");
~HashJoin() override;
std::string getName() const override { return "HashJoin"; }
const TableJoin & getTableJoin() const override { return *table_join; }
bool isCloneSupported() const override
{
return true;
}
std::shared_ptr<IJoin> clone(const std::shared_ptr<TableJoin> & table_join_,
const Block &,
const Block & right_sample_block_) const override
{
return std::make_shared<HashJoin>(table_join_, right_sample_block_, any_take_last_row, reserve_num, instance_id);
}
/** Add block of data from right hand of JOIN to the map.
* Returns false, if some limit was exceeded and you should not insert more data.
*/
bool addBlockToJoin(const Block & source_block_, bool check_limits) override;
void checkTypesOfKeys(const Block & block) const override;
/** Join data from the map (that was previously built by calls to addBlockToJoin) to the block with data from "left" table.
* Could be called from different threads in parallel.
*/
void joinBlock(Block & block, ExtraBlockPtr & not_processed) override;
/// Check joinGet arguments and infer the return type.
DataTypePtr joinGetCheckAndGetReturnType(const DataTypes & data_types, const String & column_name, bool or_null) const;
/// Used by joinGet function that turns StorageJoin into a dictionary.
ColumnWithTypeAndName joinGet(const Block & block, const Block & block_with_columns_to_add) const;
bool isFilled() const override { return from_storage_join; }
JoinPipelineType pipelineType() const override
{
/// No need to process anything in the right stream if hash table was already filled
if (from_storage_join)
return JoinPipelineType::FilledRight;
/// Default pipeline processes right stream at first and then left.
return JoinPipelineType::FillRightFirst;
}
/** For RIGHT and FULL JOINs.
* A stream that will contain default values from left table, joined with rows from right table, that was not joined before.
* Use only after all calls to joinBlock was done.
* left_sample_block is passed without account of 'use_nulls' setting (columns will be converted to Nullable inside).
*/
IBlocksStreamPtr getNonJoinedBlocks(
const Block & left_sample_block, const Block & result_sample_block, UInt64 max_block_size) const override;
/// Number of keys in all built JOIN maps.
size_t getTotalRowCount() const final;
/// Sum size in bytes of all buffers, used for JOIN maps and for all memory pools.
size_t getTotalByteCount() const final;
bool alwaysReturnsEmptySet() const final;
JoinKind getKind() const { return kind; }
JoinStrictness getStrictness() const { return strictness; }
const std::optional<TypeIndex> & getAsofType() const { return asof_type; }
ASOFJoinInequality getAsofInequality() const { return asof_inequality; }
bool anyTakeLastRow() const { return any_take_last_row; }
const ColumnWithTypeAndName & rightAsofKeyColumn() const;
/// Different types of keys for maps.
#define APPLY_FOR_JOIN_VARIANTS(M) \
M(key8) \
M(key16) \
M(key32) \
M(key64) \
M(key_string) \
M(key_fixed_string) \
M(keys128) \
M(keys256) \
M(hashed)
/// Only for maps using hash table.
#define APPLY_FOR_HASH_JOIN_VARIANTS(M) \
M(key32) \
M(key64) \
M(key_string) \
M(key_fixed_string) \
M(keys128) \
M(keys256) \
M(hashed)
/// Used for reading from StorageJoin and applying joinGet function
#define APPLY_FOR_JOIN_VARIANTS_LIMITED(M) \
M(key8) \
M(key16) \
M(key32) \
M(key64) \
M(key_string) \
M(key_fixed_string)
enum class Type : uint8_t
{
EMPTY,
CROSS,
#define M(NAME) NAME,
APPLY_FOR_JOIN_VARIANTS(M)
#undef M
};
/** Different data structures, that are used to perform JOIN.
*/
template <typename Mapped>
struct MapsTemplate
{
/// NOLINTBEGIN(bugprone-macro-parentheses)
using MappedType = Mapped;
std::unique_ptr<FixedHashMap<UInt8, Mapped>> key8;
std::unique_ptr<FixedHashMap<UInt16, Mapped>> key16;
std::unique_ptr<HashMap<UInt32, Mapped, HashCRC32<UInt32>>> key32;
std::unique_ptr<HashMap<UInt64, Mapped, HashCRC32<UInt64>>> key64;
std::unique_ptr<HashMapWithSavedHash<StringRef, Mapped>> key_string;
std::unique_ptr<HashMapWithSavedHash<StringRef, Mapped>> key_fixed_string;
std::unique_ptr<HashMap<UInt128, Mapped, UInt128HashCRC32>> keys128;
std::unique_ptr<HashMap<UInt256, Mapped, UInt256HashCRC32>> keys256;
std::unique_ptr<HashMap<UInt128, Mapped, UInt128TrivialHash>> hashed;
void create(Type which)
{
switch (which)
{
case Type::EMPTY: break;
case Type::CROSS: break;
#define M(NAME) \
case Type::NAME: NAME = std::make_unique<typename decltype(NAME)::element_type>(); break;
APPLY_FOR_JOIN_VARIANTS(M)
#undef M
}
}
void reserve(Type which, size_t num)
{
switch (which)
{
case Type::EMPTY: break;
case Type::CROSS: break;
case Type::key8: break;
case Type::key16: break;
#define M(NAME) \
case Type::NAME: NAME->reserve(num); break;
APPLY_FOR_HASH_JOIN_VARIANTS(M)
#undef M
}
}
size_t getTotalRowCount(Type which) const
{
switch (which)
{
case Type::EMPTY: return 0;
case Type::CROSS: return 0;
#define M(NAME) \
case Type::NAME: return NAME ? NAME->size() : 0;
APPLY_FOR_JOIN_VARIANTS(M)
#undef M
}
UNREACHABLE();
}
size_t getTotalByteCountImpl(Type which) const
{
switch (which)
{
case Type::EMPTY: return 0;
case Type::CROSS: return 0;
#define M(NAME) \
case Type::NAME: return NAME ? NAME->getBufferSizeInBytes() : 0;
APPLY_FOR_JOIN_VARIANTS(M)
#undef M
}
UNREACHABLE();
}
size_t getBufferSizeInCells(Type which) const
{
switch (which)
{
case Type::EMPTY: return 0;
case Type::CROSS: return 0;
#define M(NAME) \
case Type::NAME: return NAME ? NAME->getBufferSizeInCells() : 0;
APPLY_FOR_JOIN_VARIANTS(M)
#undef M
}
UNREACHABLE();
}
/// NOLINTEND(bugprone-macro-parentheses)
};
using MapsOne = MapsTemplate<RowRef>;
using MapsAll = MapsTemplate<RowRefList>;
using MapsAsof = MapsTemplate<AsofRowRefs>;
using MapsVariant = std::variant<MapsOne, MapsAll, MapsAsof>;
using RawBlockPtr = const Block *;
using BlockNullmapList = std::deque<std::pair<RawBlockPtr, ColumnPtr>>;
struct RightTableData
{
Type type = Type::EMPTY;
bool empty = true;
std::vector<MapsVariant> maps;
Block sample_block; /// Block as it would appear in the BlockList
BlocksList blocks; /// Blocks of "right" table.
BlockNullmapList blocks_nullmaps; /// Nullmaps for blocks of "right" table (if needed)
/// Additional data - strings for string keys and continuation elements of single-linked lists of references to rows.
Arena pool;
size_t blocks_allocated_size = 0;
size_t blocks_nullmaps_allocated_size = 0;
};
using RightTableDataPtr = std::shared_ptr<RightTableData>;
/// We keep correspondence between used_flags and hash table internal buffer.
/// Hash table cannot be modified during HashJoin lifetime and must be protected with lock.
void setLock(TableLockHolder rwlock_holder)
{
storage_join_lock = rwlock_holder;
}
void reuseJoinedData(const HashJoin & join);
RightTableDataPtr getJoinedData() const { return data; }
BlocksList releaseJoinedBlocks(bool restructure = false);
/// Modify right block (update structure according to sample block) to save it in block list
static Block prepareRightBlock(const Block & block, const Block & saved_block_sample_);
Block prepareRightBlock(const Block & block) const;
const Block & savedBlockSample() const { return data->sample_block; }
bool isUsed(size_t off) const { return used_flags.getUsedSafe(off); }
bool isUsed(const Block * block_ptr, size_t row_idx) const { return used_flags.getUsedSafe(block_ptr, row_idx); }
void debugKeys() const;
void shrinkStoredBlocksToFit(size_t & total_bytes_in_join);
void setMaxJoinedBlockRows(size_t value) { max_joined_block_rows = value; }
private:
friend class NotJoinedHash;
friend class JoinSource;
std::shared_ptr<TableJoin> table_join;
const JoinKind kind;
const JoinStrictness strictness;
/// This join was created from StorageJoin and it is already filled.
bool from_storage_join = false;
const bool any_take_last_row; /// Overwrite existing values when encountering the same key again
const size_t reserve_num;
const String instance_id;
std::optional<TypeIndex> asof_type;
const ASOFJoinInequality asof_inequality;
/// Right table data. StorageJoin shares it between many Join objects.
/// Flags that indicate that particular row already used in join.
/// Flag is stored for every record in hash map.
/// Number of this flags equals to hashtable buffer size (plus one for zero value).
/// Changes in hash table broke correspondence,
/// so we must guarantee constantness of hash table during HashJoin lifetime (using method setLock)
mutable JoinStuff::JoinUsedFlags used_flags;
RightTableDataPtr data;
std::vector<Sizes> key_sizes;
/// Needed to do external cross join
TemporaryDataOnDiskPtr tmp_data;
TemporaryFileStream* tmp_stream{nullptr};
/// Block with columns from the right-side table.
Block right_sample_block;
/// Block with columns from the right-side table except key columns.
Block sample_block_with_columns_to_add;
/// Block with key columns in the same order they appear in the right-side table (duplicates appear once).
Block right_table_keys;
/// Block with key columns right-side table keys that are needed in result (would be attached after joined columns).
Block required_right_keys;
/// Left table column names that are sources for required_right_keys columns
std::vector<String> required_right_keys_sources;
/// Maximum number of rows in result block. If it is 0, then no limits.
size_t max_joined_block_rows = 0;
/// When tracked memory consumption is more than a threshold, we will shrink to fit stored blocks.
bool shrink_blocks = false;
Int64 memory_usage_before_adding_blocks = 0;
/// Identifier to distinguish different HashJoin instances in logs
/// Several instances can be created, for example, in GraceHashJoin to handle different buckets
String instance_log_id;
LoggerPtr log;
/// Should be set via setLock to protect hash table from modification from StorageJoin
/// If set HashJoin instance is not available for modification (addBlockToJoin)
TableLockHolder storage_join_lock = nullptr;
void dataMapInit(MapsVariant & map);
void initRightBlockStructure(Block & saved_block_sample);
template <JoinKind KIND, JoinStrictness STRICTNESS, typename Maps>
Block joinBlockImpl(
Block & block,
const Block & block_with_columns_to_add,
const std::vector<const Maps *> & maps_,
bool is_join_get = false) const;
void joinBlockImplCross(Block & block, ExtraBlockPtr & not_processed) const;
static Type chooseMethod(JoinKind kind, const ColumnRawPtrs & key_columns, Sizes & key_sizes);
bool empty() const;
void validateAdditionalFilterExpression(std::shared_ptr<ExpressionActions> additional_filter_expression);
bool needUsedFlagsForPerRightTableRow(std::shared_ptr<TableJoin> table_join_) const;
};
}