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-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-
-<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
-<head>
-<meta name="generator" content="HTML Tidy for Linux/x86 (vers 12 April 2005), see www.w3.org" />
-<title>Tree Text Find Timing Test</title>
-<meta http-equiv="Content-Type" content="text/html; charset=us-ascii" />
-</head>
-<body>
-<div id="page">
-<h1>Tree-Based and Trie-Based Text <tt>find</tt> Find Timing
- Test</h1>
-<h2><a name="description" id="description">Description</a></h2>
-<p>This test inserts a number of values with keys from an
- arbitrary text ([<a href="references.html#wickland96thirty">wickland96thirty</a>]) into
- a container, then performs a series of finds using
- <tt>find</tt>. It measures the average time for <tt>find</tt>
- as a function of the number of values inserted.</p>
-<p>(The test was executed with <a href="http://gcc.gnu.org/viewcvs/*checkout*/trunk/libstdc%2B%2B-v3/testsuite/performance/ext/pb_ds/text_find_timing.cc"><tt>text_find_timing_test</tt></a>
- thirty_years_among_the_dead_preproc.txt 200 200 2100)</p>
-<h2><a name="purpose" id="purpose">Purpose</a></h2>
-<p>The test checks the effect of different underlying
- data structures.</p>
-<h2><a name="results" id="results">Results</a></h2>
-<p>Figures <a href="#NTTG">NTTG</a>, <a href="#NTTM">NTTM</a>,
- and <a href="#NTTG">NTTL</a> show the results for the native,
- tree-based, and trie-based types in <a href="assoc_performance_tests.html#gcc"><u>g++</u></a>, <a href="assoc_performance_tests.html#local"><u>local</u></a>, and
- <a href="assoc_performance_tests.html#local"><u>local</u></a>,
- respectively.</p>
-<div id="NTTG_res_div">
-<div id="NTTG_gcc">
-<div id="NTTG_text_find_timing_test_tree_like">
-<div id="NTTG_assoc">
-<div id="NTTG_Native_456_tree-based_456_and_trie-based_456_text_find_timing_test_using__tt_find_455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NTTG" id="NTTG"><img src="text_find_timing_test_tree_like_gcc.png" alt="no image" /></a></h6>NTTG: Native, tree-based, and trie-based, text find timing test using <tt>find</tt> - <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>
-splay_tree_map-
-<a href="tree.html"><tt>tree</tt></a>
- with <tt>Tag</tt> = <a href="splay_tree_tag.html"><tt>splay_tree_tag</tt></a>
-, and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
-</li>
-<li>
-ov_tree_map-
-<a href="tree.html"><tt>tree</tt></a>
- with <tt>Tag</tt> = <a href="ov_tree_tag.html"><tt>ov_tree_tag</tt></a>
-, and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
-</li>
-<li>
-rb_tree_map-
-<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>
-</li>
-<li>
-n_map-
-<tt>std::map</tt></li>
-<li>
-pat_trie_map-
-<a href="trie.html"><tt>trie</tt></a>
- with <tt>Tag</tt> = <a href="pat_trie_tag.html"><tt>pat_trie_tag</tt></a>
-, and <tt>Node_Update</tt> = <a href="null_trie_node_update.html"><tt>null_trie_node_update</tt></a>
-</li>
-</ol>
-</div><div style="width: 100%; height: 20px"></div></div>
-</div>
-</div>
-</div>
-</div>
-<div id="NTTM_res_div">
-<div id="NTTM_msvc">
-<div id="NTTM_text_find_timing_test_tree_like">
-<div id="NTTM_assoc">
-<div id="NTTM_Native_456_tree-based_456_and_trie-based_456_text_find_timing_test_using__tt_find_455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NTTM" id="NTTM"><img src="text_find_timing_test_tree_like_msvc.png" alt="no image" /></a></h6>NTTM: Native, tree-based, and trie-based, text find timing test using <tt>find</tt> - <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>
-splay_tree_map-
-<a href="tree.html"><tt>tree</tt></a>
- with <tt>Tag</tt> = <a href="splay_tree_tag.html"><tt>splay_tree_tag</tt></a>
-, and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
-</li>
-<li>
-ov_tree_map-
-<a href="tree.html"><tt>tree</tt></a>
- with <tt>Tag</tt> = <a href="ov_tree_tag.html"><tt>ov_tree_tag</tt></a>
-, and <tt>Node_Update</tt> = <a href="null_tree_node_update.html"><tt>null_tree_node_update</tt></a>
-</li>
-<li>
-rb_tree_map-
-<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>
-</li>
-<li>
-n_map-
-<tt>std::map</tt></li>
-<li>
-pat_trie_map-
-<a href="trie.html"><tt>trie</tt></a>
- with <tt>Tag</tt> = <a href="pat_trie_tag.html"><tt>pat_trie_tag</tt></a>
-, and <tt>Node_Update</tt> = <a href="null_trie_node_update.html"><tt>null_trie_node_update</tt></a>
-</li>
-</ol>
-</div><div style="width: 100%; height: 20px"></div></div>
-</div>
-</div>
-</div>
-</div>
-<div id="NTTL_res_div">
-<div id="NTTL_local">
-<div id="NTTL_text_find_timing_test_tree_like">
-<div id="NTTL_assoc">
-<div id="NTTL_Native_456_tree-based_456_and_trie-based_456_text_find_timing_test_using__tt_find_455tt_"><div style = "border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NTTL" id= "NTTL"><img src="text_find_timing_test_tree_like_local.png" alt="no image" /></a></h6>NTTL: Native, tree-based, and trie-based, text find timing test using <tt>find</tt> - <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>For this setting, a splay tree (<a href="tree.html"><tt>tree</tt></a>
- with <tt>Tag =</tt> <a href="splay_tree_tag.html"><tt>splay_tree_tag</tt></a>) does
- not do well. This is possibly due to two reasons:</p>
-<ol>
-<li>A splay tree is not guaranteed to be balanced [<a href="references.html#motwani95random">motwani95random</a>]. If a
- splay tree contains <i>n</i> nodes, its average root-leaf
- path can be <i>m &gt;&gt; log(n)</i>.</li>
-<li>Assume a specific root-leaf search path has length
- <i>m</i>, and the search-target node has distance <i>m'</i>
- from the root. A red-black tree will require <i>m + 1</i>
- comparisons to find the required node; a splay tree will
- require <i>2 m'</i> comparisons. A splay tree, consequently,
- can perform many more comparisons than a red-black tree.</li>
-</ol>
-<p>An ordered-vector tree (<a href="tree.html"><tt>tree</tt></a>
- with <tt>Tag =</tt> <a href="ov_tree_tag.html"><tt>ov_tree_tag</tt></a>), a red-black
- tree (<a href="tree.html"><tt>tree</tt></a>
- with <tt>Tag =</tt> <a href="splay_tree_tag.html"><tt>rb_tree_tag</tt></a>), and the
- native red-black tree all share approximately the same
- performance.</p>
-<p>An ordered-vector tree is slightly slower than red-black
- trees, since it requires, in order to find a key, more math
- operations than they do. Conversely, an ordered-vector tree
- requires far lower space than the others. ([<a href="references.html#austern00noset">austern00noset</a>], however,
- seems to have an implementation that is also faster than a
- red-black tree).</p>
-<p>A PATRICIA trie (<a href="trie.html"><tt>trie</tt></a>
- with <tt>Tag =</tt> <a href="pat_trie_tag.html"><tt>pat_trie_tag</tt></a>) has good
- look-up performance, due to its large fan-out in this case. In
- this setting, a PATRICIA trie has look-up performance comparable
- to a hash table (see <a href="hash_text_find_find_timing_test.html">Hash-Based Text
- <tt>find</tt> Find Timing Test</a>), but it is order
- preserving. This is not that surprising, since a large-fan-out
- PATRICIA trie works like a hash table with collisions resolved
- by a sub-trie. A large-fan-out PATRICIA trie does not do well on
- modifications (see <a href="tree_text_insert_timing_test.html">Tree-Based and Trie-Based
- Text Insert Timing Test</a>). It is possibly beneficial to
- semi-static settings, therefore.</p>
-<p><a href="assoc_performance_tests.html#tree_like_based_types">Observations::Tree-Like-Based
- Container Types</a> summarizes some observations on tree-based
- and trie-based containers.</p>
-</div>
-</body>
-</html>