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| <title>"Multimap" Text Find Timing Test with Large Average |
| Secondary-Key to Primary-Key Ratio</title> |
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| <h1>"Multimap" Text Find Timing Test with Large Average |
| Secondary-Key to Primary-Key Ratio</h1> |
| <h2><a name="description" id="description">Description</a></h2> |
| <p>This test inserts a number of pairs into a container. The |
| first item of each pair is a string from an arbitrary text |
| [<a href="references.html#wickland96thirty">wickland96thirty</a>], and |
| the second is a uniform i.i.d.integer. The container is a |
| "multimap" - it considers the first member of each pair as a |
| primary key, and the second member of each pair as a secondary |
| key (see <a href="motivation.html#assoc_mapping_semantics">Motivation::Associative |
| Containers::Alternative to Multiple Equivalent Keys</a>). There |
| are 100 distinct primary keys, and the ratio of secondary keys |
| to primary keys ranges to about 20.</p> |
| <p>The test measures the average find-time as a function of the |
| number of values inserted. For <tt>pb_ds</tt>'s containers, it |
| finds the secondary key from a container obtained from finding |
| a primary key. For the native multimaps, it searches a range |
| obtained using <tt>std::equal_range</tt> on a primary key.</p> |
| <p>(The test was executed with <a href="../../../../testsuite/performance/ext/pb_ds/multimap_text_find_timing.cc"><tt>multimap_text_find_timing_test</tt></a> |
| thirty_years_among_the_dead_preproc.txt 100 3 4 4)</p> |
| <h2><a name="purpose" id="purpose">Purpose</a></h2> |
| <p>The test checks the find-time scalability of different |
| "multimap" designs (see <a href="motivation.html#assoc_mapping_semantics">Motivation::Associative |
| Containers::Mapping Semantics</a>).</p> |
| <h2><a name="results" id="results">Results</a></h2> |
| <p>Figures <a href="#NTG">NTG</a>, <a href="#NTM">NTM</a>, and |
| <a href="#NTL">NTL</a> show the results for "multimaps" which |
| use a tree-based container for primary keys, in <a href="assoc_performance_tests.html#gcc"><u>g++</u></a>, <a href="assoc_performance_tests.html#msvc"><u>msvc++</u></a>, and |
| <a href="assoc_performance_tests.html#local"><u>local</u></a>, |
| respectively; Figures <a href="#NHG"></a>NHG, <a href="#NHM">NHM</a>, and <a href="#NHL">NHL</a> show the results for |
| "multimaps" which use a hash-based container for primary keys, |
| in <a href="assoc_performance_tests.html#gcc"><u>g++</u></a>, |
| <a href="assoc_performance_tests.html#msvc"><u>msvc++</u></a>, |
| and <a href="assoc_performance_tests.html#local"><u>local</u></a>, |
| respectively.</p> |
| <div id="NTG_res_div"> |
| <div id="NTG_gcc"> |
| <div id="NTG_multimap_text_find_timing_test_large_s2p_tree"> |
| <div id="NTG_assoc"> |
| <div id="NTG_Native_and_primary_tree-based_multimap_types_find_timing_test"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NTG" id="NTG"><img src="multimap_text_find_timing_test_large_s2p_tree_gcc.png" alt="no image" /></a></h6>NTG: Native and primary tree-based multimap types find timing test - <a href="assoc_performance_tests.html#gcc">g++</a><p>In the above figure, the names in the legends have the following meaning:</p> |
| <ol> |
| <li> |
| n_mmap- |
| <tt>std::multimap</tt></li> |
| <li> |
| rb_tree_mmap_lu_mtf_set- |
| <a href="tree.html"><tt>tree</tt></a> |
| with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a> |
| , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a> |
| , mapping each key to <a href="list_update.html"><tt>list_update</tt></a> |
| with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a> |
| </li> |
| <li> |
| rb_tree_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set- |
| <a href="tree.html"><tt>tree</tt></a> |
| with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a> |
| , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a> |
| , mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i></li> |
| </ol> |
| </div><div style="width: 100%; height: 20px"></div></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div id="NTM_res_div"> |
| <div id="NTM_msvc"> |
| <div id="NTM_multimap_text_find_timing_test_large_s2p_tree"> |
| <div id="NTM_assoc"> |
| <div id="NTM_Native_and_primary_tree-based_multimap_types_find_timing_test"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NTM" id="NTM"><img src="multimap_text_find_timing_test_large_s2p_tree_msvc.png" alt="no image" /></a></h6>NTM: Native and primary tree-based multimap types find timing test - <a href="assoc_performance_tests.html#msvc">msvc++</a><p>In the above figure, the names in the legends have the following meaning:</p> |
| <ol> |
| <li> |
| n_mmap- |
| <tt>std::multimap</tt></li> |
| <li> |
| rb_tree_mmap_lu_mtf_set- |
| <a href="tree.html"><tt>tree</tt></a> |
| with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a> |
| , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a> |
| , mapping each key to <a href="list_update.html"><tt>list_update</tt></a> |
| with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a> |
| </li> |
| <li> |
| rb_tree_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set- |
| <a href="tree.html"><tt>tree</tt></a> |
| with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a> |
| , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a> |
| , mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i></li> |
| </ol> |
| </div><div style="width: 100%; height: 20px"></div></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div id="NTL_res_div"> |
| <div id="NTL_local"> |
| <div id="NTL_multimap_text_find_timing_test_large_s2p_tree"> |
| <div id="NTL_assoc"> |
| <div id="NTL_Native_and_primary_tree-based_multimap_types_find_timing_test"><div style = "border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NTL" id= "NTL"><img src="multimap_text_find_timing_test_large_s2p_tree_local.png" alt="no image" /></a></h6>NTL: Native and primary tree-based multimap types find timing test - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div id="NHG_res_div"> |
| <div id="NHG_gcc"> |
| <div id="NHG_multimap_text_find_timing_test_large_s2p_hash"> |
| <div id="NHG_assoc"> |
| <div id="NHG_Native_and_primary_hash-based_multimap_types_find_timing_test"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NHG" id="NHG"><img src="multimap_text_find_timing_test_large_s2p_hash_gcc.png" alt="no image" /></a></h6>NHG: Native and primary hash-based multimap types find timing test - <a href="assoc_performance_tests.html#gcc">g++</a><p>In the above figure, the names in the legends have the following meaning:</p> |
| <ol> |
| <li> |
| n_hash_mmap- |
| <tt>__gnucxx::hash_multimap</tt></li> |
| <li> |
| cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_lu_mtf_set- |
| <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="list_update.html"><tt>list_update</tt></a> |
| with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a> |
| </li> |
| <li> |
| cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set- |
| <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i></li> |
| </ol> |
| </div><div style="width: 100%; height: 20px"></div></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div id="NHM_res_div"> |
| <div id="NHM_msvc"> |
| <div id="NHM_multimap_text_find_timing_test_large_s2p_hash"> |
| <div id="NHM_assoc"> |
| <div id="NHM_Native_and_primary_hash-based_multimap_types_find_timing_test"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NHM" id="NHM"><img src="multimap_text_find_timing_test_large_s2p_hash_msvc.png" alt="no image" /></a></h6>NHM: Native and primary hash-based multimap types find timing test - <a href="assoc_performance_tests.html#msvc">msvc++</a><p>In the above figure, the names in the legends have the following meaning:</p> |
| <ol> |
| <li> |
| n_hash_mmap- |
| <tt>stdext::hash_multimap</tt></li> |
| <li> |
| cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_lu_mtf_set- |
| <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="list_update.html"><tt>list_update</tt></a> |
| with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a> |
| </li> |
| <li> |
| cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set- |
| <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a> |
| with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a> |
| , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a> |
| with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a> |
| , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a> |
| with <i>α<sub>min</sub></i> = <i>1/8</i> and <i>α<sub>max</sub></i> = <i>1/2</i></li> |
| </ol> |
| </div><div style="width: 100%; height: 20px"></div></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div id="NHL_res_div"> |
| <div id="NHL_local"> |
| <div id="NHL_multimap_text_find_timing_test_large_s2p_hash"> |
| <div id="NHL_assoc"> |
| <div id="NHL__Native_and_primary_hash-based_multimap_types_find_timing_test"><div style = "border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NHL" id= "NHL"><img src="multimap_text_find_timing_test_large_s2p_hash_local.png" alt="no image" /></a></h6>NHL: Native and primary hash-based multimap types find timing test - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <h2><a name="observations" id="observations">Observations</a></h2> |
| <p>See <a href="assoc_performance_tests.html#msc">Observations::Mapping-Semantics |
| Considerations</a>.</p> |
| </div> |
| </body> |
| </html> |
