1 # The Mono log profiler
3 The Mono *log* profiler can be used to collect a lot of information about
4 a program running in the Mono runtime. This data can be used (both while the process
5 is running and later) to do analyses of the program behaviour, determine
6 resource usage, performance issues or even look for particular execution patterns.
8 This is accomplished by logging the events provided by the Mono runtime through the
9 profiling interface and periodically writing them to a file which can be later
10 inspected with the command line *mprof-report* program or with a GUI (not developed yet).
12 The events collected include (among others):
14 * method enter and leave
22 In addition, the profiler can periodically collect info about all the objects
23 present in the heap at the end of a garbage collection (this is called heap shot
24 and currently implemented only for the sgen garbage collector).
25 Another available profiler mode is the *sampling* or *statistical* mode:
26 periodically the program is sampled and the information about what the program was
27 busy with is saved. This allows to get information about the program behaviour
28 without degrading its performance too much (usually less than 10%).
30 ## Basic profiler usage
32 The simpler way to use the profiler is the following:
34 `mono --profile=log program.exe`
36 At the end of the execution the file *output.mlpd* will be found in the current
37 directory. A summary report of the data can be printed by running:
39 `mprof-report output.mlpd`
41 With this invocation a huge amount of data is collected about the program execution
42 and collecting and saving this data can significantly slow down program execution.
43 If saving the profiling data is not needed, a report can be generated directly with:
45 `mono --profile=log:report program.exe`
47 If the information about allocations is not of interest, it can be excluded:
49 `mono --profile=log:noalloc program.exe`
51 On the other hand, if method call timing is not important, while allocations are,
52 the needed info can be gathered with:
54 `mono --profile=log:nocalls program.exe`
56 You will still be able to inspect information about the sequence of calls that lead
57 to each allocation because at each object allocation a stack trace is collected if
58 full enter/leave information is not available.
60 To periodically collect heap shots (and exclude method and allocation events) use the
61 following options (making sure you run with the sgen garbage collector):
63 `mono --gc=sgen --profile=log:heapshot program.exe`
65 To perform a sampling profiler run, use the *sample* option:
67 `mono --profile=log:sample program.exe`
69 ## Profiler option documentation
71 By default the *log* profiler will gather all the events provided by the Mono runtime
72 and write them to a file named *output.mlpd*. When no option is specified, it
73 is equivalent to using:
75 `--profile=log:calls,alloc,output=output.mlpd,maxframes=8,calldepth=100`
77 The following options can be used to modify this default behaviour. Each option
78 is separated from the next by a `,` character, with no spaces and all the options
79 are included after the *log:* profile module specifier.
81 * *help*: display concise help info about each available option
83 * *[no]alloc*: *noalloc* disables collecting object allocation info, *alloc* enables
84 it if it was disabled by another option like *heapshot*.
86 * *[no]calls*: *nocalls* disables collecting method enter and leave events. When this
87 option is used at each object allocation and at some other events (like lock contentions
88 and exception throws) a stack trace is collected by default. See the *maxframes* option to
89 control this behaviour. *calls* enables method enter/leave events if they were disabled
90 by another option like *heapshot*.
92 * *heapshot[=MODE]*: collect heap shot data at each major collection. The frequency of the
93 heap shots can be changed with the *MODE* parameter. When this option is used
94 allocation events and method enter/leave events are not recorded by default: if they
95 are needed, they need to be enabled explicitly.
96 The optional parameter *MODE* can modify the default heap shot frequency.
97 heapshot can be used multiple times with different modes: in that case a heap shot is
98 taken if either of the conditions are met.
100 * *NUM*ms: perform a heap shot if at least *NUM* milliseconds passed since
102 * *NUM*gc: perform a heap shot every *NUM* major garbage collections
103 * *ondemand*: perform a heap shot when such a command is sent to the
106 * *sample[=TYPE[/FREQ]]*: collect statistical samples of the program behaviour. The
107 default is to collect a 1000 times per second the instruction pointer. This is
108 equivalent to the value "cycles/1000" for *TYPE*. On some systems, like with recent
109 Linux kernels, it is possible to cause the sampling to happen for other events
110 provided by the performance counters of the cpu. In this case, *TYPE* can be one of:
111 * *cycles*: processor cycles
112 * *instr*: executed instructions
113 * *cacherefs*: cache references
114 * *cachemiss*: cache misses
115 * *branches*: executed branches
116 * *branchmiss*: mispredicted branches
118 * *time=TIMER*: use the TIMER timestamp mode. TIMER can have the following values:
119 * *fast*: a usually faster but possibly more inaccurate timer
121 * *maxframes=NUM*: when a stack trace needs to be performed, collect *NUM* frames
122 at the most. The default is 8.
124 * *calldepth=NUM*: ignore method enter/leave events when the call chain depth is
127 * *zip*: automatically compress the output data in gzip format.
129 * *output=OUTSPEC*: instead of writing the profiling data to the output.mlpd file,
130 substitute *%p* in *OUTSPEC* with the current process id and *%t* with the current
131 date and time, then do according to *OUTSPEC*:
132 * if *OUTSPEC* begins with a *|* character, execute the rest as a program
133 and feed the data to its standard input
134 * if *OUTSPEC* begins with a *-* character, use the rest of OUTSPEC as
135 the filename, but force overwrite any existing file by that name
136 * if *OUTSPEC* begins with a *#* character, use the rest of OUTSPEC as a
137 file descriptor and feed the data to it.
138 * otherwise write the data the the named file: note that is a file by that
139 name already exists, a warning is issued and profiling is disabled.
141 * *report*: the profiling data is sent to mprof-report, which will print a summary
142 report. This is equivalent to the option: `output=mprof-report -`. If the *output*
143 option is specified as well, the report will be written to the output file instead of
146 * *port=PORT*: specify the tcp/ip port to use for the listening command server.
147 Currently not available for windows.
148 This server is started for example when heapshot=ondemand is used: it will read
149 commands line by line. The following commands are available:
150 * *heapshot*: perform a heapshot as soon as possible
152 ## Analyzing the profile data
154 Currently there is a command line program (*mprof-report*) to analyze the
155 data produced by the profiler. This is ran automatically when the *report*
156 profiler option is used.
159 `mprof-report output.mlpd`
161 to see a summary report of the data included in the file.
163 ### Trace information for events
165 Often it is important for some events, like allocations, lock contention
166 and exception throws to know where they happened. Or we may want to see
167 what sequence of calls leads to a particular method invocation. To see this
168 info invoke mprof-report as follows:
170 `mprof-report --traces output.mlpd`
172 The maximum number of methods in each stack trace can be specified with the
173 *--maxframes=NUM* option:
175 `mprof-report --traces --maxframes=4 output.mlpd`
177 The stack trace info will be available if method enter/leave events have been
178 recorded or if stack trace collection wasn't explicitly disabled with the
179 *maxframes=0* profiler option. Note that the profiler will collect up to 8
180 frames by default at specific events when the *nocalls* option is used, so
181 in that case, if more stack frames are required in mprof-report, a bigger
182 value for maxframes when profiling must be used, too.
184 The *--traces* option also controls the reverse reference feature in the heapshot
185 report: for each class it reports how many references to objects of that class
186 come from other classes.
188 ### Sort order for methods and allocations
190 When a list of methods is printed the default sort order is based on the total time
191 spent in the method. This time is wall clock time (that is, it includes the time
192 spent, for example, in a sleep call, even if actual cpu time would be basically 0).
193 Also, if the method has been ran on different threads, the time will be a sum
194 of the time used in each thread.
196 To change the sort order, use the option:
202 * *self*: amount of time spent in the method itself and not in its callees
203 * *calls*: the number of method invocations
204 * *total*: the total time spent in the method.
206 Object allocation lists are sorted by default depending on the total amount
207 of bytes used by each type.
209 To change the sort order of object allocations, use the option:
215 * *count*: the number of allocated objects of the given type
216 * *bytes*: the total number of bytes used by objects of the given type
218 ### Selecting what data to report
220 The profiler by default collects data about many runtime subsystems and mprof-report
221 prints a summary of all the subsystems that are found in the data file. It is possible
222 to tell mprof-report to only show information about some of them with the following
225 `--reports=R1[,R2...]`
227 where the report names R1, R2 etc. can be:
229 * *header*: information about program startup and profiler version
230 * *jit*: JIT compiler information
231 * *sample*: statistical sampling information
232 * *gc*: garbage collection information
233 * *alloc*: object allocation information
234 * *call*: method profiling information
235 * *metadata*: metadata events like image loads
236 * *exception*: exception throw and handling information
237 * *monitor*: lock contention information
238 * *thread*: thread information
239 * *heapshot*: live heap usage at heap shots
241 It is possible to limit some of the data displayed to a timeframe of the
242 program execution with the option:
246 where *FROM* and *TO* are seconds since application startup (they can be
247 floating point numbers).
249 Another interesting option is to consider only events happening on a particular
250 thread with the following option:
254 where *THREADID* is one of the numbers listed in the thread summary report
255 (or a thread name when present).
257 By default long lists of methods or other information like object allocations
258 are limited to the most important data. To increase the amount of information
259 printed you can use the option:
263 ### Track individual objects
265 Instead of printing the usual reports from the profiler data, it is possible
266 to track some interesting information about some specific object addresses.
267 The objects are selected based on their address with the *--track* option as follows:
269 `--track=0xaddr1[,0xaddr2,...]`
271 The reported info (if available in the data file), will be class name, size,
272 creation time, stack trace of creation (with the *--traces* option), etc.
273 If heapshot data is available it will be possible to also track what other objects
274 reference one of the listed addresses.
276 The object addresses can be gathered either from the profiler report in some
277 cases (like in the monitor lock report), from the live application or they can
278 be selected with the *--find=FINDSPEC* option. FINDSPEC can be one of the
281 * *S:SIZE*: where the object is selected if it's size is at least *SIZE*
282 * *T:NAME*: where the object is selected if *NAME* partially matches its class name
284 This option can be specified multiple times with one of the different kinds
285 of FINDSPEC. For example, the following:
287 `--find=S:10000 --find=T:Byte[]`
289 will find all the byte arrays that are at least 10000 bytes in size.
291 Note that with a moving garbage collector the object address can change, so
292 you may need to track the changed address manually. It can also happen that
293 multiple objects are allocated at the same address, so the output from this
294 option can become large.
296 ### Saving a profiler report
298 By default mprof-report will print the summary data to the console.
299 To print it to a file, instead, use the option:
303 ## Dealing with profiler slowness
305 If the profiler needs to collect lots of data, the execution of the program will
306 slow down significantly, usually 10 to 20 times slower. There are several
307 ways to reduce the impact of the profiler on the program execution.
309 ### Use the statistical sampling mode
311 Statistical sampling allows executing a program under the profiler with minimal
312 performance overhead (usually less than 10%). This mode allows checking where
313 the program is spending most of it's execution time without significantly
314 perturbing its behaviour.
316 ### Collect less data
318 Collecting method enter/leave events can be very expensive, especially in programs
319 that perform many millions of tiny calls. The profiler option *nocalls* can be
320 used to avoid collecting this data or it can be limited to only a few call levels
321 with the *calldepth* option.
323 Object allocation information is expensive as well, though much less than
324 method enter/leave events. If it's not needed, it can be skipped with the
325 *noalloc* profiler option. Note that when method enter/leave events are
326 discarded, by default stack traces are collected at each allocation and this
327 can be expensive as well. The impact of stack trace information can be reduced
328 by setting a low value with the *maxframes* option or by eliminating them
329 completely, by setting it to 0.
331 The other major source of data is the heapshot profiler option: especially
332 if the managed heap is big, since every object needs to be inspected. The *MODE*
333 parameter of the *heapshot* option can be used to reduce the frequency of the heap
336 ### Reduce the timestamp overhead
338 On many operating systems or architectures what actually slows down profiling
339 is the function provided by the system to get timestamp information.
340 The *time=fast* profiler option can be usually used to speed up this operation,
341 but, depending on the system, time accounting may have some level of approximation
342 (though statistically the data should be still fairly valuable).
344 ## Dealing with the size of the data files
346 When collecting a lot of information about a profiled program, huge data
347 files can be generated. There are a few ways to minimize the amount of data,
348 for example by not collecting some of the more space-consuming information
349 or by compressing the information on the fly or by just generating a summary
352 ### Reducing the amount of data
354 Method enter/leave events can be excluded completely with the *nocalls* option
355 or they can be limited to just a few levels of calls with the *calldepth* option.
356 For example, the option:
360 will ignore the method events when there are more than 10 managed stack frames.
361 This is very useful for programs that have deep recursion or for programs that
362 perform many millions of tiny calls deep enough in the call stack. The optimal
363 number for the calldepth option depends on the program and it needs to be balanced
364 between providing enough profiling information and allowing fast execution speed.
366 Note that by default, if method events are not recorded at all, the profiler will
367 collect stack trace information at events like allocations. To avoid gathering this
368 data, use the *maxframes=0* profiler option.
370 Allocation events can be eliminated with the *noalloc* option.
372 Heap shot data can also be huge: by default it is collected at each major collection.
373 To reduce the frequency, you can specify a heapshot mode: for example to collect
374 every 5 collections (including major and minor):
378 or when at least 5 seconds passed since the last heap shot:
382 ### Compressing the data
384 To reduce the amout of disk space used by the data, the data can be compressed
385 either after it has been generated with the gzip command:
387 `gzip -9 output.mlpd`
389 or it can be compressed automatically by using the *zip* profiler option. Note
390 that in this case there could be a significant slowdown of the profiled program.
392 The mprof-report program will tranparently deal with either compressed or
393 uncompressed data files.
395 ### Generating only a summary report
397 Often it's enough to look at the profiler summary report to diagnose an issue and in this
398 case it's possible to avoid saving the profiler data file to disk. This can be
399 accomplished with the *report* profiler option, which will basically send the data
400 to the mprof-report program for display.
402 To have more control of what summary information is reported (or to use a completely
403 different program to decode the profiler data), the *output* profiler option can be
404 used, with `|` as the first character: the rest of the output name will be
405 executed as a program with the data fed in on the standard input.
407 For example, to print only the Monitor summary with stack trace information, you
408 could use it like this:
410 `output=|mprof-report --reports=monitor --traces -`