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55 | <H1><A NAME="SECTION0012500000000000000000"> | |
56 | 10.5 Reference Manual</A> | |
57 | </H1> | |
58 | ||
59 | <P> | |
60 | <A NAME="module-profile"></A> | |
61 | ||
62 | <P> | |
63 | The primary entry point for the profiler is the global function | |
64 | <tt class="function">profile.run()</tt>. It is typically used to create any profile | |
65 | information. The reports are formatted and printed using methods of | |
66 | the class <tt class="class">pstats.Stats</tt>. The following is a description of all | |
67 | of these standard entry points and functions. For a more in-depth | |
68 | view of some of the code, consider reading the later section on | |
69 | Profiler Extensions, which includes discussion of how to derive | |
70 | ``better'' profilers from the classes presented, or reading the source | |
71 | code for these modules. | |
72 | ||
73 | <P> | |
74 | <dl><dt><table cellpadding="0" cellspacing="0"><tr valign="baseline"> | |
75 | <td><nobr><b><tt id='l2h-3108' xml:id='l2h-3108' class="function">run</tt></b>(</nobr></td> | |
76 | <td><var>command</var><big>[</big><var>, filename</var><big>]</big><var></var>)</td></tr></table></dt> | |
77 | <dd> | |
78 | ||
79 | <P> | |
80 | This function takes a single argument that has can be passed to the | |
81 | <tt class="keyword">exec</tt> statement, and an optional file name. In all cases this | |
82 | routine attempts to <tt class="keyword">exec</tt> its first argument, and gather profiling | |
83 | statistics from the execution. If no file name is present, then this | |
84 | function automatically prints a simple profiling report, sorted by the | |
85 | standard name string (file/line/function-name) that is presented in | |
86 | each line. The following is a typical output from such a call: | |
87 | ||
88 | <P> | |
89 | <div class="verbatim"><pre> | |
90 | main() | |
91 | 2706 function calls (2004 primitive calls) in 4.504 CPU seconds | |
92 | ||
93 | Ordered by: standard name | |
94 | ||
95 | ncalls tottime percall cumtime percall filename:lineno(function) | |
96 | 2 0.006 0.003 0.953 0.477 pobject.py:75(save_objects) | |
97 | 43/3 0.533 0.012 0.749 0.250 pobject.py:99(evaluate) | |
98 | ... | |
99 | </pre></div> | |
100 | ||
101 | <P> | |
102 | The first line indicates that this profile was generated by the call: | |
103 | <BR><code>profile.run('main()')</code>, and hence the exec'ed string is | |
104 | <code>'main()'</code>. The second line indicates that 2706 calls were | |
105 | monitored. Of those calls, 2004 were <i class="dfn">primitive</i>. We define | |
106 | <i class="dfn">primitive</i> to mean that the call was not induced via recursion. | |
107 | The next line: <code>Ordered by: standard name</code>, indicates that | |
108 | the text string in the far right column was used to sort the output. | |
109 | The column headings include: | |
110 | ||
111 | <P> | |
112 | <DL> | |
113 | <DT><STRONG>ncalls </STRONG></DT> | |
114 | <DD>for the number of calls, | |
115 | ||
116 | <P> | |
117 | </DD> | |
118 | <DT><STRONG>tottime </STRONG></DT> | |
119 | <DD>for the total time spent in the given function (and excluding time | |
120 | made in calls to sub-functions), | |
121 | ||
122 | <P> | |
123 | </DD> | |
124 | <DT><STRONG>percall </STRONG></DT> | |
125 | <DD>is the quotient of <code>tottime</code> divided by <code>ncalls</code> | |
126 | ||
127 | <P> | |
128 | </DD> | |
129 | <DT><STRONG>cumtime </STRONG></DT> | |
130 | <DD>is the total time spent in this and all subfunctions (from invocation | |
131 | till exit). This figure is accurate <em>even</em> for recursive | |
132 | functions. | |
133 | ||
134 | <P> | |
135 | </DD> | |
136 | <DT><STRONG>percall </STRONG></DT> | |
137 | <DD>is the quotient of <code>cumtime</code> divided by primitive calls | |
138 | ||
139 | <P> | |
140 | </DD> | |
141 | <DT><STRONG>filename:lineno(function) </STRONG></DT> | |
142 | <DD>provides the respective data of each function | |
143 | ||
144 | <P> | |
145 | </DD> | |
146 | </DL> | |
147 | ||
148 | <P> | |
149 | When there are two numbers in the first column (for example, | |
150 | "<tt class="samp">43/3</tt>"), then the latter is the number of primitive calls, and | |
151 | the former is the actual number of calls. Note that when the function | |
152 | does not recurse, these two values are the same, and only the single | |
153 | figure is printed. | |
154 | ||
155 | <P> | |
156 | </dl> | |
157 | ||
158 | <P> | |
159 | <dl><dt><table cellpadding="0" cellspacing="0"><tr valign="baseline"> | |
160 | <td><nobr><b><tt id='l2h-3109' xml:id='l2h-3109' class="function">runctx</tt></b>(</nobr></td> | |
161 | <td><var>command, globals, locals</var><big>[</big><var>, filename</var><big>]</big><var></var>)</td></tr></table></dt> | |
162 | <dd> | |
163 | This function is similar to <tt class="function">profile.run()</tt>, with added | |
164 | arguments to supply the globals and locals dictionaries for the | |
165 | <var>command</var> string. | |
166 | </dl> | |
167 | ||
168 | <P> | |
169 | Analysis of the profiler data is done using this class from the | |
170 | <tt class="module">pstats</tt> module: | |
171 | ||
172 | <P> | |
173 | <a id='l2h-3111' xml:id='l2h-3111'></a> | |
174 | ||
175 | <P> | |
176 | <dl><dt><table cellpadding="0" cellspacing="0"><tr valign="baseline"> | |
177 | <td><nobr><b><span class="typelabel">class</span> <tt id='l2h-3110' xml:id='l2h-3110' class="class">Stats</tt></b>(</nobr></td> | |
178 | <td><var>filename</var><big>[</big><var>, ...</var><big>]</big><var></var>)</td></tr></table></dt> | |
179 | <dd> | |
180 | This class constructor creates an instance of a ``statistics object'' | |
181 | from a <var>filename</var> (or set of filenames). <tt class="class">Stats</tt> objects are | |
182 | manipulated by methods, in order to print useful reports. | |
183 | ||
184 | <P> | |
185 | The file selected by the above constructor must have been created by | |
186 | the corresponding version of <tt class="module">profile</tt>. To be specific, there is | |
187 | <em>no</em> file compatibility guaranteed with future versions of this | |
188 | profiler, and there is no compatibility with files produced by other | |
189 | profilers (such as the old system profiler). | |
190 | ||
191 | <P> | |
192 | If several files are provided, all the statistics for identical | |
193 | functions will be coalesced, so that an overall view of several | |
194 | processes can be considered in a single report. If additional files | |
195 | need to be combined with data in an existing <tt class="class">Stats</tt> object, the | |
196 | <tt class="method">add()</tt> method can be used. | |
197 | </dl> | |
198 | ||
199 | <P> | |
200 | ||
201 | <p><br /></p><hr class='online-navigation' /> | |
202 | <div class='online-navigation'> | |
203 | <!--Table of Child-Links--> | |
204 | <A NAME="CHILD_LINKS"><STRONG>Subsections</STRONG></a> | |
205 | ||
206 | <UL CLASS="ChildLinks"> | |
207 | <LI><A href="profile-stats.html">10.5.1 The <tt class="class">Stats</tt> Class</a> | |
208 | </ul> | |
209 | <!--End of Table of Child-Links--> | |
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211 | ||
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220 | <td class='online-navigation'><a rel="parent" title="10. The Python Profiler" | |
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222 | border='0' height='32' alt='Up One Level' width='32' /></A></td> | |
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224 | href="profile-stats.html"><img src='../icons/next.png' | |
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226 | <td align="center" width="100%">Python Library Reference</td> | |
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236 | <div class='online-navigation'> | |
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243 | </div> | |
244 | </div> | |
245 | <hr /> | |
246 | <span class="release-info">Release 2.4.2, documentation updated on 28 September 2005.</span> | |
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