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This makes it easier to compare different costs and also allows the optimizer to optimizer different storage engines more reliably. - Added tests/check_costs.pl, a tool to verify optimizer cost calculations. - Most engine costs has been found with this program. All steps to calculate the new costs are documented in Docs/optimizer_costs.txt - User optimizer_cost variables are given in microseconds (as individual costs can be very small). Internally they are stored in ms. - Changed DISK_READ_COST (was DISK_SEEK_BASE_COST) from a hard disk cost (9 ms) to common SSD cost (400MB/sec). - Removed cost calculations for hard disks (rotation etc). - Changed the following handler functions to return IO_AND_CPU_COST. This makes it easy to apply different cost modifiers in ha_..time() functions for io and cpu costs. - scan_time() - rnd_pos_time() & rnd_pos_call_time() - keyread_time() - Enhanched keyread_time() to calculate the full cost of reading of a set of keys with a given number of ranges and optional number of blocks that need to be accessed. - Removed read_time() as keyread_time() + rnd_pos_time() can do the same thing and more. - Tuned cost for: heap, myisam, Aria, InnoDB, archive and MyRocks. Used heap table costs for json_table. The rest are using default engine costs. - Added the following new optimizer variables: - optimizer_disk_read_ratio - optimizer_disk_read_cost - optimizer_key_lookup_cost - optimizer_row_lookup_cost - optimizer_row_next_find_cost - optimizer_scan_cost - Moved all engine specific cost to OPTIMIZER_COSTS structure. - Changed costs to use 'records_out' instead of 'records_read' when recalculating costs. - Split optimizer_costs.h to optimizer_costs.h and optimizer_defaults.h. This allows one to change costs without having to compile a lot of files. - Updated costs for filter lookup. - Use a better cost estimate in best_extension_by_limited_search() for the sorting cost. - Fixed previous issues with 'filtered' explain column as we are now using 'records_out' (min rows seen for table) to calculate filtering. This greatly simplifies the filtering code in JOIN_TAB::save_explain_data(). This change caused a lot of queries to be optimized differently than before, which exposed different issues in the optimizer that needs to be fixed. These fixes are in the following commits. To not have to change the same test case over and over again, the changes in the test cases are done in a single commit after all the critical change sets are done. InnoDB changes: - Updated InnoDB to not divide big range cost with 2. - Added cost for InnoDB (innobase_update_optimizer_costs()). - Don't mark clustered primary key with HA_KEYREAD_ONLY. This will prevent that the optimizer is trying to use index-only scans on the clustered key. - Disabled ha_innobase::scan_time() and ha_innobase::read_time() and ha_innobase::rnd_pos_time() as the default engine cost functions now works good for InnoDB. Other things: - Added --show-query-costs (\Q) option to mysql.cc to show the query cost after each query (good when working with query costs). - Extended my_getopt with GET_ADJUSTED_VALUE which allows one to adjust the value that user is given. This is used to change cost from microseconds (user input) to milliseconds (what the server is internally using). - Added include/my_tracker.h ; Useful include file to quickly test costs of a function. - Use handler::set_table() in all places instead of 'table= arg'. - Added SHOW_OPTIMIZER_COSTS to sys variables. These are input and shown in microseconds for the user but stored as milliseconds. This is to make the numbers easier to read for the user (less pre-zeros). Implemented in 'Sys_var_optimizer_cost' class. - In test_quick_select() do not use index scans if 'no_keyread' is set for the table. This is what we do in other places of the server. - Added THD parameter to Unique::get_use_cost() and check_index_intersect_extension() and similar functions to be able to provide costs to called functions. - Changed 'records' to 'rows' in optimizer_trace. - Write more information to optimizer_trace. - Added INDEX_BLOCK_FILL_FACTOR_MUL (4) and INDEX_BLOCK_FILL_FACTOR_DIV (3) to calculate usage space of keys in b-trees. (Before we used numeric constants). - Removed code that assumed that b-trees has similar costs as binary trees. Replaced with engine calls that returns the cost. - Added Bitmap::find_first_bit() - Added timings to join_cache for ANALYZE table (patch by Sergei Petrunia). - Added records_init and records_after_filter to POSITION to remember more of what best_access_patch() calculates. - table_after_join_selectivity() changed to recalculate 'records_out' based on the new fields from best_access_patch() Bug fixes: - Some queries did not update last_query_cost (was 0). Fixed by moving setting thd->...last_query_cost in JOIN::optimize(). - Write '0' as number of rows for const tables with a matching row. Some internals: - Engine cost are stored in OPTIMIZER_COSTS structure. When a handlerton is created, we also created a new cost variable for the handlerton. We also create a new variable if the user changes a optimizer cost for a not yet loaded handlerton either with command line arguments or with SET @@global.engine.optimizer_cost_variable=xx. - There are 3 global OPTIMIZER_COSTS variables: default_optimizer_costs The default costs + changes from the command line without an engine specifier. heap_optimizer_costs Heap table costs, used for temporary tables tmp_table_optimizer_costs The cost for the default on disk internal temporary table (MyISAM or Aria) - The engine cost for a table is stored in table_share. To speed up accesses the handler has a pointer to this. The cost is copied to the table on first access. If one wants to change the cost one must first update the global engine cost and then do a FLUSH TABLES. This was done to be able to access the costs for an open table without any locks. - When a handlerton is created, the cost are updated the following way: See sql/keycaches.cc for details: - Use 'default_optimizer_costs' as a base - Call hton->update_optimizer_costs() to override with the engines default costs. - Override the costs that the user has specified for the engine. - One handler open, copy the engine cost from handlerton to TABLE_SHARE. - Call handler::update_optimizer_costs() to allow the engine to update cost for this particular table. - There are two costs stored in THD. These are copied to the handler when the table is used in a query: - optimizer_where_cost - optimizer_scan_setup_cost - Simply code in best_access_path() by storing all cost result in a structure. (Idea/Suggestion by Igor)
359 lines
11 KiB
C++
359 lines
11 KiB
C++
/* Copyright (c) 2010, 2012 Oracle and/or its affiliates. All rights reserved.
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This program is free software; you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation; version 2 of the License.
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This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with this program; if not, write to the Free Software
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Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1335 USA */
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#ifndef FILESORT_UTILS_INCLUDED
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#define FILESORT_UTILS_INCLUDED
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#include "my_global.h"
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#include "my_base.h"
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#include "sql_array.h"
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#include "handler.h"
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class Sort_param;
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/**
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Calculate cost of merge sort
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@param num_rows Total number of rows.
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@param num_keys_per_buffer Number of keys per buffer.
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@param elem_size Size of each element.
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@param key_compare_cost Cost to compare two keys during QSort & merge
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Calculates cost of merge sort by simulating call to merge_many_buff().
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@retval
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Computed cost of merge sort in disk seeks.
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@note
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Declared here in order to be able to unit test it,
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since library dependencies have not been sorted out yet.
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See also comments get_merge_many_buffs_cost().
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*/
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double get_merge_many_buffs_cost_fast(ha_rows num_rows,
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ha_rows num_keys_per_buffer,
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size_t elem_size,
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double compare_cost,
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bool with_addon_fields);
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/**
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These are the current sorting algorithms we compute cost for:
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PQ_SORT_ALL_FIELDS Sort via priority queue, with addon fields.
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PQ_SORT_ORDER_BY_FIELDS Sort via priority queue, without addon fields.
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MERGE_SORT_ALL_FIELDS Sort via merge sort, with addon fields.
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MERGE_SORT_ORDER_BY_FIELDS Sort via merge sort, without addon fields.
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Note:
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There is the possibility to do merge-sorting with dynamic length fields.
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This is more expensive than if there are only fixed length fields,
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however we do not (yet) account for that extra cost. We can extend the
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cost computation in the future to cover that case as well.
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Effectively there are 4 possible combinations for merge sort:
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With/without addon fields
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With/without dynamic length fields.
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*/
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enum sort_type
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{
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PQ_SORT_ALL_FIELDS= 0,
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PQ_SORT_ORDER_BY_FIELDS,
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MERGE_SORT_ALL_FIELDS,
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MERGE_SORT_ORDER_BY_FIELDS,
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NO_SORT_POSSIBLE_OUT_OF_MEM, /* In case of errors */
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FINAL_SORT_TYPE= NO_SORT_POSSIBLE_OUT_OF_MEM
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};
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struct Sort_costs
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{
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Sort_costs() :
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fastest_sort(NO_SORT_POSSIBLE_OUT_OF_MEM), lowest_cost(DBL_MAX) {}
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void compute_sort_costs(Sort_param *param, ha_rows num_rows,
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size_t memory_available,
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bool with_addon_fields);
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/* Cache value for fastest_sort. */
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enum sort_type fastest_sort;
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/* Cache value for lowest cost. */
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double lowest_cost;
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private:
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/*
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Array to hold all computed costs.
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TODO(cvicentiu) This array is only useful for debugging. If it's not
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used in debugging code, it can be removed to reduce memory usage.
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*/
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double costs[FINAL_SORT_TYPE];
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void compute_pq_sort_costs(Sort_param *param, ha_rows num_rows,
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size_t memory_available,
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bool with_addon_fields);
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void compute_merge_sort_costs(Sort_param *param, ha_rows num_rows,
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size_t memory_available,
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bool with_addon_fields);
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void compute_fastest_sort();
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};
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/**
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A wrapper class around the buffer used by filesort().
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The sort buffer is a contiguous chunk of memory,
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containing both records to be sorted, and pointers to said records:
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<start of buffer | still unused | end of buffer>
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| rec0 | rec1 | rec2 | ............ |ptr to rec2|ptr to rec1|ptr to rec0|
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Records will be inserted "left-to-right". Records are not necessarily
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fixed-size, they can be packed and stored without any "gaps".
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Record pointers will be inserted "right-to-left", as a side-effect
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of inserting the actual records.
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We wrap the buffer in order to be able to do lazy initialization of the
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pointers: the buffer is often much larger than what we actually need.
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With this allocation scheme, and lazy initialization of the pointers,
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we are able to pack variable-sized records in the buffer,
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and thus possibly have space for more records than we initially estimated.
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The buffer must be kept available for multiple executions of the
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same sort operation, so we have explicit allocate and free functions,
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rather than doing alloc/free in CTOR/DTOR.
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*/
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class Filesort_buffer
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{
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public:
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Filesort_buffer() :
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m_next_rec_ptr(NULL), m_rawmem(NULL), m_record_pointers(NULL),
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m_sort_keys(NULL),
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m_num_records(0), m_record_length(0),
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m_sort_length(0),
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m_size_in_bytes(0), m_idx(0)
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{}
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/** Sort me... */
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void sort_buffer(const Sort_param *param, uint count);
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/**
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Reverses the record pointer array, to avoid recording new results for
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non-deterministic mtr tests.
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*/
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void reverse_record_pointers()
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{
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if (m_idx < 2) // There is nothing to swap.
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return;
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uchar **keys= get_sort_keys();
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const longlong count= m_idx - 1;
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for (longlong ix= 0; ix <= count/2; ++ix)
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{
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uchar *tmp= keys[count - ix];
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keys[count - ix] = keys[ix];
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keys[ix]= tmp;
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}
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}
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/**
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Initializes all the record pointers.
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*/
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void init_record_pointers()
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{
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init_next_record_pointer();
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while (m_idx < m_num_records)
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(void) get_next_record_pointer();
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reverse_record_pointers();
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}
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/**
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Prepares the buffer for the next batch of records to process.
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*/
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void init_next_record_pointer()
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{
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m_idx= 0;
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m_next_rec_ptr= m_rawmem;
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m_sort_keys= NULL;
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}
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/**
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@returns the number of bytes currently in use for data.
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*/
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size_t space_used_for_data() const
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{
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return m_next_rec_ptr ? m_next_rec_ptr - m_rawmem : 0;
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}
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/**
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@returns the number of bytes left in the buffer.
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*/
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size_t spaceleft() const
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{
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DBUG_ASSERT(m_next_rec_ptr >= m_rawmem);
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const size_t spaceused=
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(m_next_rec_ptr - m_rawmem) +
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(static_cast<size_t>(m_idx) * sizeof(uchar*));
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return m_size_in_bytes - spaceused;
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}
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/**
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Is the buffer full?
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*/
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bool isfull() const
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{
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if (m_idx < m_num_records)
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return false;
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return spaceleft() < (m_record_length + sizeof(uchar*));
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}
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/**
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Where should the next record be stored?
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*/
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uchar *get_next_record_pointer()
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{
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uchar *retval= m_next_rec_ptr;
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// Save the return value in the record pointer array.
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m_record_pointers[-m_idx]= m_next_rec_ptr;
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// Prepare for the subsequent request.
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m_idx++;
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m_next_rec_ptr+= m_record_length;
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return retval;
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}
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/**
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Adjusts for actual record length. get_next_record_pointer() above was
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pessimistic, and assumed that the record could not be packed.
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*/
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void adjust_next_record_pointer(uint val)
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{
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m_next_rec_ptr-= (m_record_length - val);
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}
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/// Returns total size: pointer array + record buffers.
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size_t sort_buffer_size() const
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{
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return m_size_in_bytes;
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}
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bool is_allocated() const
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{
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return m_rawmem;
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}
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/**
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Allocates the buffer, but does *not* initialize pointers.
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Total size = (num_records * record_length) + (num_records * sizeof(pointer))
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space for records space for pointer to records
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Caller is responsible for raising an error if allocation fails.
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@param num_records Number of records.
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@param record_length (maximum) size of each record.
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@returns Pointer to allocated area, or NULL in case of out-of-memory.
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*/
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uchar *alloc_sort_buffer(uint num_records, uint record_length);
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/// Frees the buffer.
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void free_sort_buffer();
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void reset()
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{
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m_rawmem= NULL;
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}
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/**
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Used to access the "right-to-left" array of record pointers as an ordinary
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"left-to-right" array, so that we can pass it directly on to std::sort().
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*/
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uchar **get_sort_keys()
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{
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if (m_idx == 0)
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return NULL;
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return &m_record_pointers[1 - m_idx];
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}
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/**
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Gets sorted record number ix. @see get_sort_keys()
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Only valid after buffer has been sorted!
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*/
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uchar *get_sorted_record(uint ix)
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{
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return m_sort_keys[ix];
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}
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/**
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@returns The entire buffer, as a character array.
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This is for reusing the memory for merge buffers.
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*/
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Bounds_checked_array<uchar> get_raw_buf()
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{
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return Bounds_checked_array<uchar>(m_rawmem, m_size_in_bytes);
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}
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/**
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We need an assignment operator, see filesort().
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This happens to have the same semantics as the one that would be
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generated by the compiler. We still implement it here, to show shallow
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assignment explicitly: we have two objects sharing the same array.
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*/
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Filesort_buffer &operator=(const Filesort_buffer &rhs)
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{
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m_next_rec_ptr= rhs.m_next_rec_ptr;
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m_rawmem= rhs.m_rawmem;
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m_record_pointers= rhs.m_record_pointers;
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m_sort_keys= rhs.m_sort_keys;
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m_num_records= rhs.m_num_records;
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m_record_length= rhs.m_record_length;
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m_sort_length= rhs.m_sort_length;
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m_size_in_bytes= rhs.m_size_in_bytes;
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m_idx= rhs.m_idx;
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return *this;
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}
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uint get_sort_length() const { return m_sort_length; }
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void set_sort_length(uint val) { m_sort_length= val; }
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private:
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uchar *m_next_rec_ptr; /// The next record will be inserted here.
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uchar *m_rawmem; /// The raw memory buffer.
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uchar **m_record_pointers; /// The "right-to-left" array of record pointers.
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uchar **m_sort_keys; /// Caches the value of get_sort_keys()
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uint m_num_records; /// Saved value from alloc_sort_buffer()
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uint m_record_length; /// Saved value from alloc_sort_buffer()
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uint m_sort_length; /// The length of the sort key.
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size_t m_size_in_bytes; /// Size of raw buffer, in bytes.
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/**
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This is the index in the "right-to-left" array of the next record to
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be inserted into the buffer. It is signed, because we use it in signed
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expressions like:
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m_record_pointers[-m_idx];
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It is longlong rather than int, to ensure that it covers UINT_MAX32
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without any casting/warning.
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*/
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longlong m_idx;
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};
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/* Names for sort_type */
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extern const LEX_CSTRING filesort_names[];
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double cost_of_filesort(TABLE *table, ORDER *order_by, ha_rows rows_to_read,
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ha_rows limit_rows, enum sort_type *used_sort_type);
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double get_qsort_sort_cost(ha_rows num_rows, bool with_addon_fields);
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int compare_packed_sort_keys(void *sort_keys, unsigned char **a,
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unsigned char **b);
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qsort2_cmp get_packed_keys_compare_ptr();
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#endif // FILESORT_UTILS_INCLUDED
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