Dear fellow boot time optimizers, following the first boot time SIG meeting, which I lurked with much pleasure (but didn't participate to, as I was a bit in awe among such authorities), I'd like to introduce myself with code rather than a presentation or resume. Here is a python script which can analyze a dmesg output with initcall_debug option enabled and extract some useful information. It can for example be used to analyze the output of the grab-boot-data.sh tool that Tim presented on this list [1] just a few days ago. Usage is very simple, as the output of dmesg can be piped directly to it: dmesg | analyze-initcall-debug.py If no option is specified, it outputs a brief summary, like the following one (obtained on my Beagleplay): 1758 drivers has been initialized, of which 1758 before userspace 119 probes happened outside of the init of their driver 0 deferred probes pending --- Top 10 init/probes durations: * 30200000.dss -> 523002us * deferred_probe_initcall -> 487483us * fd00000.gpu -> 162859us * 8000f00.mdio -> 142521us * 44043000.system-controller -> 71390us * 2-004c -> 71178us * 40900000.crypto -> 59350us * 8000000.ethernet -> 58419us * 44043000.system-controller:clock-controller -> 56599us * jent_mod_init -> 52140us A more complete output, reporting all durations as well as statuses, impact of probe deferral and so on, can be produced either in HTML or Markdown format, using respectively the --html or --markdown parameters. Note: it hasn't (yet?) been used in a "production" environment, as I never found the motivation to write a script and always analyzed manually the initcall_debug output. If you have time to take a look, please tell me what you think and what can be added. Thank you! Regards, Francesco [1] https://lore.kernel.org/linux-embedded/MW5PR13MB5632F54DCBDA0C74370E531FFD5C2@xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx/ --- analyze-initcall-debug.py script follows --- #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ This script can be used to analyze a Linux kernel dmesg output when the initcall_debug command line output is used. It extract various information, such as init durations, impact of probe deferral and so on. """ import argparse import re import sys ERRCODE_PROBE_DEFER = 517 parser = argparse.ArgumentParser() parser.add_argument('--dmesg', nargs='?', type=argparse.FileType('r'), default=sys.stdin) parser.add_argument('--html', action='store_true') parser.add_argument('--markdown', action='store_true') args = parser.parse_args() class Run: def __init__(self, start_time:int, end_time:int = -1, duration:int = 0, retval:int = 0): self._start_time = start_time self._end_time = end_time self._duration = duration self._retval = retval self._ended = (end_time >= 0) @property def start_time(self) -> int: return self._start_time @property def end_time(self) -> int: return self._end_time @end_time.setter def end_time(self, time:int): self._end_time = time self._ended = True @property def duration(self) -> int: return self._duration @duration.setter def duration(self, time:int): self._duration = time @property def retval(self) -> int: return self._retval @retval.setter def retval(self, val:int): self._retval = val @property def running(self) -> bool: return (not self._ended or abs(self.retval) == ERRCODE_PROBE_DEFER) @property def failed(self) -> bool: return ((self.retval != 0) and not self.running) class Entity: def __init__(self, name:str, start_time:int = 0, end_time:int = 0, duration:int = 0, retval:int = 0): self._name = name self._runs = [ Run(start_time, end_time, duration, retval) ] @property def name(self) -> str: return self._name @property def first_start_time(self) -> int: return self._runs[0].start_time @property def last_start_time(self) -> int: return self._runs[-1].start_time @property def first_end_time(self) -> int: return self._runs[0].end_time @property def last_end_time(self) -> int: return self._runs[-1].end_time @property def duration(self) -> int: return sum([ r.duration for r in self._runs ]) @property def wasted_time(self) -> int: return sum([ r.duration for r in filter(lambda x: x.failed or abs(x.retval) == ERRCODE_PROBE_DEFER, self._runs) ]) @property def retval(self) -> int: return self._runs[-1].retval @property def failed(self) -> bool: return self._runs[-1].failed @property def running(self) -> bool: return self._runs[-1].running @property def deferred_probe_pending(self) -> bool: return (abs(self._runs[-1].retval) == ERRCODE_PROBE_DEFER) @property def num_deferred_probes(self) -> int: return len(list(filter(lambda r: abs(r.retval) == ERRCODE_PROBE_DEFER, self._runs))) def addStart(self, start_time: int): self._runs.append( Run(start_time) ) def addEnd(self, end_time:int = 0, duration:int = 0, retval:int = 0): self._runs[-1].end_time = end_time self._runs[-1].duration = duration self._runs[-1].retval = retval def addRun(self, start_time: int, end_time:int = 0, duration:int = 0, retval:int = 0): self._runs.append( Run(start_time, end_time, duration, retval) ) class Driver (Entity): def __init__(self, name: str, start_time: int): super().__init__(name, start_time) def addInit(self, init_time: int): self.addStart(init_time) def addReturn(self, return_time: int, duration: int, retval: int): self.addEnd(return_time, duration, retval) class Probe (Entity): def __init__(self, name: str, return_time: int, duration: int, retval: int): super().__init__(name, return_time, return_time, duration, retval) class Init (Entity): def __init__(self, name: str, start_time: int): super().__init__(name, start_time) # Regex for 'calling' messages # "[ 0.466115] calling pci_sysfs_init+0x0/0xa8 @ 1" calling_prog = re.compile(r'\[([0-9\s]+\.[0-9]+)\] calling ([0-9a-zA-Z_]+)\+(0x[0-9a-fA-F]+\/0x[0-9a-fA-F]+) @ ([0-9]+)') # Regex for 'initcall ... returned' messages # "[ 0.466115] initcall pci_sysfs_init+0x0/0xa8 returned 0 after 5 usecs" returned_prog = re.compile(r'\[([0-9\s]+\.[0-9]+)\] initcall ([0-9a-zA-Z_]+)\+(0x[0-9a-fA-F]+\/0x[0-9a-fA-F]+) returned ([\-0-9]+) after ([0-9]+) usecs') # Regex for 'probe ... returned' messages # "[ 0.466115] probe of cpufreq-dt returned 517 after 140 usec" probe_prog = re.compile(r'\[([0-9\s]+\.[0-9]+)\] probe of ([0-9a-zA-Z_\-\.\:@]+) returned ([\-0-9]+) after ([0-9]+) usecs') # Regex for # "[ 1.060329] Run /sbin/init as init process" init_prog = re.compile(r'\[([0-9\s]+\.[0-9]+)\] Run ([/0-9a-zA-Z_]+) as init process') drivers = list() probes = list() init = None # Extract data from dmesg for line in args.dmesg: match = calling_prog.match(line) if match is not None: time = float(match.group(1)) * float(10^6) name = str(match.group(2)) try: time = float(match.group(1)) * float(10^6) name = str(match.group(2)) except Exception as e: print(f'Failed parsing line "{line.rstrip()}" as call') raise e else: for d in filter(lambda x: x.name == name, drivers): d.addInit(time) break else: drivers.append(Driver(name, time)) finally: continue match = returned_prog.match(line) if match is not None: try: time = float(match.group(1)) * float(10^6) name = str(match.group(2)) retval = int(match.group(4)) duration = int(match.group(5)) except: print(f'Failed parsing line "{line.rstrip()}" as call return') else: for d in filter(lambda x: x.name == name, drivers): d.addReturn(time, duration, retval) break else: print(f'Detected return for driver {name}, for which an init was never recorded') finally: continue match = probe_prog.match(line) if match is not None: try: time = float(match.group(1)) * float(10^6) name = str(match.group(2)) retval = int(match.group(3)) duration = int(match.group(4)) except: print(f'Failed parsing line "{line.rstrip()}" as probe return') else: for d in filter(lambda x: x.name == name, probes): d.addRun(time, time, duration, retval) break else: probes.append(Probe(name, time, duration, retval)) finally: continue if init is None: match = init_prog.match(line) if match is not None: try: time = float(match.group(1)) * float(10^6) name = str(match.group(2)) except: print(f'Failed parsing line "{line.rstrip()}" as probe return') else: init = Init(name, time) finally: continue if args.markdown: print('| Name | Type [^1] | Status [^2] | Duration (us) | Before userspace | Num deferred probes | Time spent in failed inits (us) |') print('| -----| --------- | ----------- | ------------- | ---------------- | ------------------- | ------------------------------- |') for d in sorted(filter(lambda k: k.duration > 0, drivers + probes), key=lambda k: k.duration, reverse=True): etype = 'I' if d in drivers else 'P' run_status = 'D' if d.deferred_probe_pending else 'R' if d.running else f'F({abs(d.retval)})' if d.failed else 'K' before_init = 'Y' if d.last_start_time < init.last_start_time else 'N' print(f'| {d.name} | {etype} | {run_status} | {d.duration} | {before_init} | {d.num_deferred_probes} | {d.wasted_time} |') print('[^1]: I=Init function, P=device Probe') print('[^2]: D=Deferred probe pending, R=still Running, F(N)=Failed (with errcode N), K=init oK') elif args.html: print( ''' <!DOCTYPE HTML> <html> <head> <meta charset="utf-8" /> <title>Initcall analysis</title> <meta name="viewport" content="width=device-width, initial-scale=1" /> <style> table, th, td { border: 1px solid; } </style> </head> <body> <table> <tr> <th>Name</th> <th>Type <a href="#note1">[1]</a></th> <th>Status <a href="#note2">[2]</a></th> <th>Duration (us)</th> <th>Before userspace</th> <th>Num deferred probes</th> <th>Time spent in failed inits (us)</th> </tr>''') for d in sorted(filter(lambda k: k.duration > 0, drivers + probes), key=lambda k: k.duration, reverse=True): etype = 'I' if d in drivers else 'P' run_status = 'D' if d.deferred_probe_pending else 'R' if d.running else f'F({abs(d.retval)})' if d.failed else 'K' before_init = 'Y' if d.last_start_time < init.last_start_time else 'N' print( f''' <tr> <td>{d.name}</td> <td>{etype}</td> <td>{run_status}</td> <td>{d.duration}</td> <td>{before_init}</td> <td>{d.num_deferred_probes}</td> <td>{d.wasted_time}</td> </tr>''') print( ''' </table> <p id="note1">[1] I=Init function, P=device Probe</p> <p id="note2">[2] D=Deferred probe pending, R=still Running, F(N)=Failed (with errcode N), K=init oK</p> </body> </html> ''') else: print(f'{len(drivers)} drivers has been initialized, of which {len(list(filter(lambda d: d.last_start_time < init.last_start_time, drivers)))} before userspace') print(f'{len(probes)} probes happened outside of the init of their driver') print(f'{len(list(filter(lambda d: d.deferred_probe_pending, drivers + probes)))} deferred probes pending') print('---') print('Top 10 init/probes durations:') for d in sorted(filter(lambda k: k.duration > 0, drivers + probes), key=lambda k: k.duration, reverse=True)[0:10]: print(f' * {d.name} -> {d.duration}us')