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7 <title>"Multimap" Text Insert Timing Test with Small Average
8   Secondary-Key to Primary-Key Ratio</title>
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11 <body>
12 <div id="page">
13 <h1>"Multimap" Text Insert Timing Test with Small Average
14     Secondary-Key to Primary-Key Ratio</h1>
15 <h2><a name="description" id="description">Description</a></h2>
16 <p>This test inserts a number of pairs into a container. The
17     first item of each pair is a string from an arbitrary text
18     [<a href="references.html#wickland96thirty">wickland96thirty</a>], and
19     the second is a uniform i.i.d.integer. The container is a
20     "multimap" - it considers the first member of each pair as a
21     primary key, and the second member of each pair as a secondary
22     key (see <a href="motivation.html#assoc_mapping_semantics">Motivation::Associative
23     Containers::Alternative to Multiple Equivalent Keys</a>). There
24     are 400 distinct primary keys, and the ratio of secondary keys
25     to primary keys ranges from 1 to 5.</p>
26 <p>The test measures the average insert-time as a function of
27     the number of values inserted. For <tt>pb_ds</tt>'s containers,
28     it inserts a primary key into the primary associative
29     container, then a secondary key into the secondary associative
30     container. For the native multimaps, it obtains a range using
31     <tt>std::equal_range</tt>, and inserts a value only if it was
32     not contained already.</p>
33 <p>(The test was executed with <a href="http://gcc.gnu.org/viewcvs/*checkout*/trunk/libstdc%2B%2B-v3/testsuite/performance/ext/pb_ds/multimap_text_insert_timing_small.cc"><tt>multimap_text_insert_timing_test</tt></a>
34     thirty_years_among_the_dead_preproc.txt 400 1 1 6)</p>
35 <h2><a name="purpose" id="purpose">Purpose</a></h2>
36 <p>The test checks the insert-time scalability of different
37     "multimap" designs (see <a href="motivation.html#assoc_mapping_semantics">Motivation::Associative
38     Containers::Alternative to Multiple Equivalent Keys</a>).</p>
39 <h2><a name="results" id="results">Results</a></h2>
40 <p>Figures <a href="#NTG">NTG</a>, <a href="#NTM">NTM</a>, and
41     <a href="#NTL">NTL</a> show the results for "multimaps" which
42     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
43     <a href="assoc_performance_tests.html#local"><u>local</u></a>,
44     respectively; Figures <a href="#NHG"></a>NHG, <a href="#NHM">NHM</a>, and <a href="#NHL">NHL</a> show the results for
45     "multimaps" which use a hash-based container for primary keys,
46     in <a href="assoc_performance_tests.html#gcc"><u>g++</u></a>,
47     <a href="assoc_performance_tests.html#msvc"><u>msvc++</u></a>,
48     and <a href="assoc_performance_tests.html#local"><u>local</u></a>,
49     respectively.</p>
50 <div id="NTG_res_div">
51 <div id="NTG_gcc">
52 <div id="NTG_multimap_text_insert_timing_test_small_s2p_tree">
53 <div id="NTG_assoc">
54 <div id="NTG_Native_and_primary_tree-based_multimap_types_insert_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_insert_timing_test_small_s2p_tree_gcc.png" alt="no image" /></a></h6>NTG: Native and primary tree-based multimap types insert 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>
55 <ol>
56 <li>
57 n_mmap-
58 <tt>std::multimap</tt></li>
59 <li>
60 rb_tree_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set-
61 <a href="tree.html"><tt>tree</tt></a>
62  with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a>
63 , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
64 , mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
65 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
66 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
67  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
68 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
69  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
70 <li>
71 rb_tree_mmap_lu_mtf_set-
72 <a href="tree.html"><tt>tree</tt></a>
73  with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a>
74 , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
75 , mapping each key to <a href="list_update.html"><tt>list_update</tt></a>
76  with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a>
77 </li>
78 </ol>
79 </div><div style="width: 100%; height: 20px"></div></div>
80 </div>
81 </div>
82 </div>
83 </div>
84 <div id="NTM_res_div">
85 <div id="NTM_msvc">
86 <div id="NTM_multimap_text_insert_timing_test_small_s2p_tree">
87 <div id="NTM_assoc">
88 <div id="NHM_Native_and_primary_tree-based_multimap_types_insert_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_insert_timing_test_small_s2p_tree_msvc.png" alt="no image" /></a></h6>NTM: NHM Native and primary tree-based multimap types insert 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>
89 <ol>
90 <li>
91 rb_tree_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set-
92 <a href="tree.html"><tt>tree</tt></a>
93  with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a>
94 , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
95 , mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
96 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
97 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
98  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
99 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
100  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
101 <li>
102 n_mmap-
103 <tt>std::multimap</tt></li>
104 <li>
105 rb_tree_mmap_lu_mtf_set-
106 <a href="tree.html"><tt>tree</tt></a>
107  with <tt>Tag</tt> = <a href="rb_tree_tag.html"><tt>rb_tree_tag</tt></a>
108 , and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
109 , mapping each key to <a href="list_update.html"><tt>list_update</tt></a>
110  with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a>
111 </li>
112 </ol>
113 </div><div style="width: 100%; height: 20px"></div></div>
114 </div>
115 </div>
116 </div>
117 </div>
118 <div id="NTL_res_div">
119 <div id="NTL_local">
120 <div id="NTL_multimap_text_insert_timing_test_small_s2p_tree">
121 <div id="NTL_assoc">
122 <div id="NTL_Native_and_primary_tree-based_multimap_types_insert_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_insert_timing_test_small_s2p_tree_local.png" alt="no image" /></a></h6>NTL: Native and primary tree-based multimap types insert timing test - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div>
123 </div>
124 </div>
125 </div>
126 </div>
127 <div id="NHG_res_div">
128 <div id="NHG_gcc">
129 <div id="NHG_multimap_text_insert_timing_test_small_s2p_hash">
130 <div id="NHG_assoc">
131 <div id="NHG_Native_and_primary_hash-based_multimap_types_insert_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_insert_timing_test_small_s2p_hash_gcc.png" alt="no image" /></a></h6>NHG: Native and primary hash-based multimap types insert 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>
132 <ol>
133 <li>
134 n_hash_mmap-
135 <tt>__gnucxx::hash_multimap</tt></li>
136 <li>
137 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set-
138 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
139 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
140 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
141  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
142 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
143  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
144 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
145 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
146  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
147 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
148  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
149 <li>
150 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_lu_mtf_set-
151 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
152 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
153 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
154  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
155 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
156  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="list_update.html"><tt>list_update</tt></a>
157  with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a>
158 </li>
159 </ol>
160 </div><div style="width: 100%; height: 20px"></div></div>
161 </div>
162 </div>
163 </div>
164 </div>
165 <div id="NHM_res_div">
166 <div id="NHM_msvc">
167 <div id="NHM_multimap_text_insert_timing_test_small_s2p_hash">
168 <div id="NHM_assoc">
169 <div id="NHM_Native_and_primary_hash-based_multimap_types_insert_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_insert_timing_test_small_s2p_hash_msvc.png" alt="no image" /></a></h6>NHM: Native and primary hash-based multimap types insert 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>
170 <ol>
171 <li>
172 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_set-
173 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
174 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
175 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
176  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
177 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
178  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
179 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
180 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
181  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
182 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
183  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
184 <li>
185 n_hash_mmap-
186 <tt>stdext::hash_multimap</tt></li>
187 <li>
188 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_mmap_lu_mtf_set-
189 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
190 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
191 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
192  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
193 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
194  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, mapping each key to <a href="list_update.html"><tt>list_update</tt></a>
195  with <tt>Update_Policy</tt> = <a href="move_to_front_lu_policy.html"><tt>move_to_front_lu_policy</tt></a>
196 </li>
197 </ol>
198 </div><div style="width: 100%; height: 20px"></div></div>
199 </div>
200 </div>
201 </div>
202 </div>
203 <div id="NHL_res_div">
204 <div id="NHL_local">
205 <div id="NHL_multimap_text_insert_timing_test_small_s2p_hash">
206 <div id="NHL_assoc">
207 <div id="NHL_Native_and_primary_hash-based_multimap_types_insert_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_insert_timing_test_small_s2p_hash_local.png" alt="no image" /></a></h6>NHL: Native and primary hash-based multimap types insert timing test - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div>
208 </div>
209 </div>
210 </div>
211 </div>
212 <h2><a name="observations" id="observations">Observations</a></h2>
213 <p>See <a href="assoc_performance_tests.html#msc">Observations::Mapping-Semantics
214     Considerations</a>.</p>
215 </div>
216 </body>
217 </html>