From 9f9e90df1fb36193d1aced308cd5da6fccd0fd56 Mon Sep 17 00:00:00 2001 From: Douglas Raillard Date: Wed, 10 Jan 2024 12:18:08 +0000 Subject: [PATCH] lisa.trace: Switch to TraceDumpTraceParser by default FEATURE Switch the parser for trace.dat format to the new trace-dump parser. Also make a number of changes to the parsing infrastructure: * New trace-id parser metadata that is used instead of md5 checksum when available. * Meta events are now tried directly before their source event, so the parser has a chance to handle that directly. This is critical for trace_printk@ performance as the new parser handles it natively. * TraceParserBase subclasses are now used as a context manager when costly operation such as event parsing (always) or metadata querying (only when the result is really needed). This allows the parser to correctly manage its resources, while allowing cheap metadata gathering to happen as part of the constructor if needed. * A number of fixes such as minimzation of parsing attempts if an event is known to not be parseable. * available-events metadata are now cached in the trace cache. * Removed the multiprocessing parsing from lisa.trace.Trace. This is effectively useless with the new parser (which is parallel on its own) and avoids pitfalls of forking Python process (sluggish import time or crashy/illegal libc calls after fork, pick your poison) If need be, the old parser is still available and can be used as: Trace(..., parser=TxtTraceParser.from_dat) However, it is not expected that the old parser has any use beyond some meta events (userspace@...) so if you have problems with the new one, please open a bug report with the trace.dat. --- lisa/_assets/binaries/arm64/trace-dump | Bin 0 -> 7833520 bytes lisa/_assets/binaries/x86_64/trace-dump | Bin 0 -> 9720032 bytes lisa/trace.py | 760 ++++++++++++++++-------- tests/test_energy_model.py | 20 +- 4 files changed, 523 insertions(+), 257 deletions(-) create mode 100755 lisa/_assets/binaries/arm64/trace-dump create mode 100755 lisa/_assets/binaries/x86_64/trace-dump diff --git a/lisa/_assets/binaries/arm64/trace-dump b/lisa/_assets/binaries/arm64/trace-dump new file mode 100755 index 0000000000000000000000000000000000000000..b3615a9ccdef08a020735d5d4861c36e12afdeef GIT binary patch literal 7833520 zcmdSC34D~*xyOIr8A4_f79lg)0JETy1jSm`2;5A9OA>5tF>X~$z}6pLa6`>*<% z{^b6vp6~Pdhh(E8)~D6p7bz$74fWqeX2u0(dxP<1R-VBR>(gX|PMeE5?EGE-`J2`6 zvv%jXcFz6L;|G7ZYTJvBzlWaxe0Ar_9f3}}@^`M>S>Iq^_?9%;ZPyNTEz|-hZnXuD z-DnRSwL5~x?Y5xfzdeByb}e|!u7Xa@xi3evwO4AYsM+ocUiCAr8ZmCkP~HV4HbuF4 zl+O!vEzAv2pI_>(8tw_FXzun_$~+b03AfnegH<+9_>kQlR9b@X!`EHaA)DK``W6+a zic#T#>X7=qmC7$=rCilwl^vr0mw4RO&Gv@58~I&q^UfWpY}e=s9Vc$p=$kDdv>bz` zbQibQ)aH5bt{p z8X9dbU$Z?WSfbO=x4iVfSnt1^{=0%D^!E+=zM9YeZFSE>4&#Im!vdMg_Cj8iDsl|- zgr&bR;nhtGHD`N4#oC$}&AT8cO&y+Av96}oJ}sEmxws{WEP6f{b`DFw5Qor(Xkt^33QF~glSusS$CWYN0$4ES+1n3 zdu#Cmk#pbt#Y$~$8XjMrs#5>Z66*`;Y{h$;+L)ZSYE=_@w#54MG-Xq--LnXm_7tK z7L45R#-7y8M`9*<7dYQ&IFdQC`AFr%F|{JkNLe~bFGH4&RnA%`@@#v)uPjGi0G(4j{`v{KXiT=cBK`G0U7wUq6iM z9g}wqLSyA1_9b#muI+lLsq)CGrW{QjZcQ-8p=E3IF*pEC8!v#S4MU)5djw6F4MNjm zXo|sR`mifvH}kQZDcDUXcGIvkzM8dN4>whwS{*^t>ZUByeija3KbKqpJzpLIJ>Q9- z=g9aAA8*d=@4d11-EBuQzqk9yx=}7)>#XJ@dB~;zcyo+Aw=Q0F0d!t61UlzO(7A08 zI)|odRt>ZuwyUUs&CY5xvd^=_Ja^8vl zmKRjOD%(!kasA7#0mp(PI~Ll((!;=vQGtv(>Z7CPTEY>yK3uSW_M2IyB^?W+)Zv{< z6=i4+pQ>n>qgCvj(;Tffvxah|@=UP)sWGZL^tLB(a^eFOmA8c$MuC}_d+4Ws3 znnDh>_0_hOO>fD1gm#))D`$|(B%X*+*sTr(AUGyVsVUGRH zjY`dIVQurHZ`xVY#0Qlt!B@&!quACkH;eqS#mZlm?(jPuDy)=uZdvC>hjZ1!M%wi| zJ7XGy)O+m4YvJ`ZfsTdq0$p+7`85Wff8QQoExZ(3Wes(ksT;DUYqrM)kN(9)o35a9 zyIaTY!>sYJTOBxbnl;2DD$tA$+;M-Df$P_(11+aj;LvClMj!U)dF=jw*oOuGZnp

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+ self._metadata.keys() + ) + meta = {} + + temp_dir = tempfile.TemporaryDirectory() + self._temp_dir = temp_dir + + # time-range will not be available in the basic metadata, this requires + # a full parse + if events or ('time-range' in needed_metadata): + meta = self._make_parquets( + path=path, + events=events, + temp_dir=temp_dir.name + ) + elif needed_metadata: + meta = self._make_metadata( + path=path, + temp_dir=temp_dir.name + ) + + self._metadata.update(meta) + return self + + def __exit__(self, *args, **kwargs): + if (temp_dir := self._temp_dir): + temp_dir.__exit__(*args, **kwargs) + + @classmethod + def from_dat(cls, path, events, **kwargs): + return cls(path=path, events=events, **kwargs) + + @classmethod + def _run(cls, cli_args, temp_dir, run_kwargs=None): + logger = cls.get_logger() + + trace_dump = get_bin('trace-dump') + errors_path = Path(temp_dir) / 'errors.json' + cmd = ( + trace_dump, + '--errors-json', errors_path, + *cli_args, + ) + pretty_cmd = ' '.join(map(shlex.quote, map(str, cmd))) + + def log(stdout, stderr): + stderr = stderr.decode() + logger.debug(f'{pretty_cmd}:\n{stderr}') + + try: + completed = subprocess.run( + cmd, + **(run_kwargs or {}), + check=True, + capture_output=True, + ) + except subprocess.CalledProcessError as e: + log(e.stdout, e.stderr) + raise + else: + stdout = completed.stdout + log(stdout, completed.stderr) + return stdout + finally: + try: + with open(errors_path) as f: + errors = json.load(f) + except FileNotFoundError: + pass + else: + # Die on general errors that are not associated with a specific + # event + if errors := errors['errors']: + raise TraceDumpError(errors) + + @classmethod + def _process_metadata(cls, meta): + try: + start, end = meta['time-range'] + except KeyError: + pass + else: + meta['time-range'] = (start / 1e9, end / 1e9) + + try: + meta['pid-comms'] = dict(meta['pid-comms']) + except KeyError: + pass + + return meta + + @classmethod + def _make_metadata(cls, path, temp_dir): + stdout = cls._run( + cli_args=( + '--trace', path, + 'metadata', + ), + temp_dir=temp_dir, + ) + return cls._process_metadata(json.loads(stdout)) + + @classmethod + def _make_parquets(cls, events, path, temp_dir): + temp_dir = Path(temp_dir) + cls._run( + cli_args=( + '--trace', path, + 'parquet', + '--unique-timestamps', + *( + arg + for event in sorted(set(events)) + # If we don't enable the source of the meta event, the + # parser will reject the source and we will never get a + # chance to get the meta event itself, so we need both. + for _event in Trace.get_event_sources(event) + for arg in ('--events', _event) + ) + ), + run_kwargs=dict(cwd=temp_dir), + temp_dir=temp_dir, + ) + + with open(temp_dir / 'meta.json') as f: + meta = json.load(f) + + meta = cls._process_metadata(meta) + return meta + + @property + @memoized + def _event_descs(self): + return { + desc['event']: desc + for desc in self._metadata['events-info'] + } + + @property + @memoized + def _pid_comms(self): + pid_comms = { + 0: '', + **self._metadata['pid-comms'] + } + + class Mapper(dict): + # This avoids getting NaN and is consistent with trace-cmd display + def __missing__(self, _): + return '<...>' + return Mapper(pid_comms) + + def _parse_event(self, event): + try: + desc = self._event_descs[event] + except KeyError: + raise MissingTraceEventError([event]) + else: + pid_comms = self._pid_comms + temp_dir = Path(self._temp_dir.name) + + if errors := desc['errors']: + # Only raise a TraceDumpError if the event is contained within + # the trace but we had problems parsing it out + raise TraceDumpError(errors, event=event) + else: + if (path := desc.get('path')) is None: + raise FileNotFoundError(f'No parquet file for event "{event}"') + else: + df = pd.read_parquet(temp_dir / path) + df = self._fixup_df( + df=df, + pid_comms=pid_comms, + ) + return df + + @classmethod + def _fixup_df(cls, df, pid_comms): + df.rename( + columns={ + 'common_ts': 'Time', + 'common_pid': '__pid', + 'common_cpu': '__cpu', + }, + inplace=True, + ) + df['Time'] /= 1e9 + + df['__comm'] = df['__pid'].map(pid_comms) + + df.set_index('Time', inplace=True) + return df + + def parse_event(self, event): + try: + df = self._parse_event(event) + except MissingTraceEventError: + raise + else: + # For now, we consider an empty df as being the sign of a missing + # event. This may change in the future if trace.dat somehow records + # the set of events that were actually enabled during tracing. + if df.empty: + raise MissingTraceEventError([event]) + else: + return df + + + def get_metadata(self, key): + try: + return self._metadata[key] + except KeyError: + return super().get_metadata(key=key) + + class EventParserBase: """ Base class for trace event parser. @@ -773,58 +1056,64 @@ def __init__(self, default_event_parser_cls=None, pre_filled_metadata=None, ): + needed_metadata = set(needed_metadata or []) super().__init__(events, needed_metadata=needed_metadata) self._pre_filled_metadata = pre_filled_metadata or {} events = set(events or []) - default_event_parser_cls, event_parsers = self._resolve_event_parsers(event_parsers, default_event_parser_cls) - - # Remove all the parsers that are unnecessary - event_parsers = { - event: parser - for event, parser in event_parsers.items() - if event in events - } - - # If we don't need the fields in the skeleton df, avoid collecting them - # to save memory and speed things up - need_fields = (events != event_parsers.keys()) - skeleton_regex = self._get_skeleton_regex(need_fields) - - self.logger.debug(f'Scanning the trace for metadata {needed_metadata} and events: {events}') + if events or needed_metadata - {'trace-id'}: + default_event_parser_cls, event_parsers = self._resolve_event_parsers(event_parsers, default_event_parser_cls) - events_df, skeleton_df, time_range, available_events = self._eagerly_parse_lines( - lines=lines, - skeleton_regex=skeleton_regex, - event_parsers=event_parsers, - events=events, - ) + # Remove all the parsers that are unnecessary + event_parsers = { + event: parser + for event, parser in event_parsers.items() + if event in events + } - self._events_df = events_df - self._time_range = time_range - self._skeleton_df = skeleton_df - self._available_events = available_events + # If we don't need the fields in the skeleton df, avoid collecting them + # to save memory and speed things up + need_fields = (events != event_parsers.keys()) + skeleton_regex = self._get_skeleton_regex(need_fields) - inferred_event_descs = self._get_event_descs(skeleton_df, events, event_parsers) - # We only needed the fields to infer the descriptors, so let's drop - # them to lower peak memory usage - with contextlib.suppress(KeyError): - del self._skeleton_df['__fields'] + self.logger.debug(f'Scanning the trace for metadata {needed_metadata} and events: {events}') - event_parsers = { - **{ - event: default_event_parser_cls( - event=event, - **desc, - ) - for event, desc in inferred_event_descs.items() - }, - # Existing parsers take precedence so the user can override - # autodetected events - **event_parsers, - } - self._event_parsers = event_parsers + events_df, skeleton_df, time_range, available_events = self._eagerly_parse_lines( + lines=lines, + skeleton_regex=skeleton_regex, + event_parsers=event_parsers, + events=events, + ) + self._events_df = events_df + self._time_range = time_range + self._skeleton_df = skeleton_df + self._available_events = available_events + + inferred_event_descs = self._get_event_descs(skeleton_df, events, event_parsers) + # We only needed the fields to infer the descriptors, so let's drop + # them to lower peak memory usage + with contextlib.suppress(KeyError): + del self._skeleton_df['__fields'] + event_parsers = { + **{ + event: default_event_parser_cls( + event=event, + **desc, + ) + for event, desc in inferred_event_descs.items() + }, + # Existing parsers take precedence so the user can override + # autodetected events + **event_parsers, + } + self._event_parsers = event_parsers + else: + self._events_df = {} + self._time_range = None + self._skeleton_df = None + self._available_events = None + self._event_parsers = {} @classmethod def _resolve_event_parsers(cls, event_parsers, default_event_parser_cls): @@ -861,7 +1150,7 @@ def _resolve_event_parsers(cls, event_parsers, default_event_parser_cls): @PartialInit.factory @kwargs_forwarded_to(__init__, ignore=['lines']) - def from_string(cls, txt, **kwargs): + def from_string(cls, txt, path=None, **kwargs): """ Build an instance from a single multiline string. @@ -1199,7 +1488,7 @@ def parse_event(self, event): try: parser = self._event_parsers[event] except KeyError as e: - raise MissingTraceEventError([event]) from e + raise MissingTraceEventError([event]) # Maybe it was eagerly parsed try: @@ -1274,13 +1563,20 @@ def make_converter(dtype): return df def get_metadata(self, key): - if key == 'time-range': - return self._time_range + time_range = self._time_range + if key == 'time-range' and time_range: + return time_range # If we filtered some events, we are not exhaustive anymore so we # cannot return the list - if key == 'available-events': - return self._available_events + if ( + key == 'available-events' and + ( + (available_events := self._available_events) + is not None + ) + ): + return available_events try: return self._pre_filled_metadata[key] @@ -2623,9 +2919,9 @@ class TraceCache(Loggable): :param trace_path: Absolute path of the trace file. :type trace_path: str or None - :param trace_md5: MD5 checksum of the trace file, to invalidate the cache + :param trace_id: Unique id of the trace file, to invalidate the cache if the file changed. - :type trace_md5: str or None + :type trace_id: str or None :param metadata: Metadata mapping to store in the swap area. :type metadata: dict or None @@ -2657,7 +2953,7 @@ class TraceCache(Loggable): Data storage format used to swap. """ - def __init__(self, max_mem_size=None, trace_path=None, trace_md5=None, swap_dir=None, max_swap_size=None, swap_content=None, metadata=None): + def __init__(self, max_mem_size=None, trace_path=None, trace_id=None, swap_dir=None, max_swap_size=None, swap_content=None, metadata=None): self._cache = {} self._data_cost = {} self._swap_content = swap_content or {} @@ -2672,7 +2968,7 @@ def __init__(self, max_mem_size=None, trace_path=None, trace_md5=None, swap_dir= self._metadata = metadata or {} self.trace_path = os.path.abspath(trace_path) if trace_path else trace_path - self._trace_md5 = trace_md5 + self._trace_id = trace_id @property @memoized @@ -2722,17 +3018,6 @@ def _unbias_swap_size(self, data, size): else: return self._data_mem_usage(data) - @property - def trace_md5(self): - md5 = self._trace_md5 - trace_path = self.trace_path - if md5 is None and trace_path: - with open(trace_path, 'rb') as f: - md5 = checksum(f, 'md5') - self._trace_md5 = md5 - - return md5 - def update_metadata(self, metadata): """ Update the metadata mapping with the given ``metadata`` mapping and @@ -2767,7 +3052,7 @@ def to_json_map(self): 'version-token': VERSION_TOKEN, 'metadata': self._metadata, 'trace-path': trace_path, - 'trace-md5': self.trace_md5, + 'trace-id': self._trace_id, } def to_path(self, path): @@ -2780,7 +3065,7 @@ def to_path(self, path): f.write('\n') @classmethod - def _from_swap_dir(cls, swap_dir, trace_path=None, metadata=None, **kwargs): + def _from_swap_dir(cls, swap_dir, trace_id, trace_path=None, metadata=None, **kwargs): metapath = os.path.join(swap_dir, cls.TRACE_META_FILENAME) with open(metapath) as f: @@ -2794,23 +3079,11 @@ def _from_swap_dir(cls, swap_dir, trace_path=None, metadata=None, **kwargs): metadata = metadata or {} - if swap_trace_path: - try: - with open(swap_trace_path, 'rb') as f: - new_md5 = checksum(f, 'md5') - except FileNotFoundError: - new_md5 = None - else: - new_md5 = None - if trace_path and not os.path.samefile(swap_trace_path, trace_path): invalid_swap = True else: - if new_md5 is None: - invalid_swap = True - else: - old_md5 = mapping['trace-md5'] - invalid_swap = (old_md5 != new_md5) + old_trace_id = mapping['trace-id'] + invalid_swap = (old_trace_id != trace_id) if invalid_swap: # Remove the invalid swap and create a fresh directory @@ -2841,7 +3114,7 @@ def load_swap_content(swap_dir): metadata_ = mapping['metadata'] metadata = {**metadata_, **metadata} - return cls(swap_content=swap_content, swap_dir=swap_dir, metadata=metadata, trace_path=trace_path, trace_md5=new_md5, **kwargs) + return cls(swap_content=swap_content, swap_dir=swap_dir, metadata=metadata, trace_path=trace_path, trace_id=trace_id, **kwargs) def to_swap_dir(self): """ @@ -3621,20 +3894,10 @@ def __init__(self, swap_dir = None max_swap_size = None - self._cache = TraceCache.from_swap_dir( - trace_path=trace_path, - swap_dir=swap_dir, - max_swap_size=max_swap_size, - max_mem_size=max_mem_size, - ) - # Initial scrub of the swap to discard unwanted data, honoring the - # max_swap_size right from the beginning - self._cache.scrub_swap() - self._cache.to_swap_dir() - self._write_swap = write_swap self.normalize_time = normalize_time self.trace_path = trace_path + self._parseable_events = {} if parser is None: if not trace_path: @@ -3646,7 +3909,7 @@ def __init__(self, elif extension == '.txt': parser = HRTxtTraceParser.from_txt_file else: - parser = TxtTraceParser.from_dat + parser = TraceDumpTraceParser.from_dat self._parser = parser # The platform information used to run the experiments @@ -3665,10 +3928,27 @@ def __init__(self, plots_dir = os.path.dirname(trace_path) self.plots_dir = plots_dir + # No-op cache so that the cacheable metadata machinery does not fall + # over when querying the trace-id. + self._cache = TraceCache() + trace_id = self._get_trace_id() + self._cache = TraceCache.from_swap_dir( + trace_path=trace_path, + swap_dir=swap_dir, + max_swap_size=max_swap_size, + max_mem_size=max_mem_size, + trace_id=trace_id, + metadata=self._cache._metadata, + ) + # Initial scrub of the swap to discard unwanted data, honoring the + # max_swap_size right from the beginning + self._cache.scrub_swap() + self._cache.to_swap_dir() + try: self._parseable_events = self._cache.get_metadata('parseable-events') except MissingMetadataError: - self._parseable_events = {} + pass if isinstance(events, str): raise ValueError('Events passed to Trace(events=...) must be a list of strings, not a string.') @@ -3718,31 +3998,33 @@ def _resolve_namespaces(self_or_cls, namespaces=None): def _expand_namespaces(self_or_cls, event, namespaces=None): namespaces = self_or_cls._resolve_namespaces(namespaces) - def expand(event, namespace): - ns_prefix = f'{namespace}__' - if not namespace: + def expand_namespace(event, namespace): + if namespace: + ns_prefix = f'{namespace}__' + if event.startswith(ns_prefix): + return [event] + else: + return [f'{ns_prefix}{event}'] + else: return [event] - elif self_or_cls._is_meta_event(event): - prefix, _ = event.split('@', 1) - return [ - f'{prefix}@{source_}' - for source in self_or_cls.get_event_sources(event) - for source_ in expand(source, namespace) - ] - elif event.startswith(ns_prefix): + + def expand(event, namespaces): + if self_or_cls._is_meta_event(event): return [event] else: - return [f'{ns_prefix}{event}'] + return [ + _event + for namespace in namespaces + for _event in expand_namespace(event, namespace) + ] - return [ - event_ - for namespace in namespaces - for event_ in expand(event, namespace) - ] + return expand(event, namespaces) _CACHEABLE_METADATA = { 'time-range', 'cpus-count', + 'available-events', + 'trace-id', # Do not cache symbols-address as JSON is unable to store integer keys # in objects, so the data will wrongly have string keys when reloaded. } @@ -3757,31 +4039,57 @@ def get_metadata(self, key): .. seealso:: :meth:`TraceParserBase.get_metadata` """ - if key in self._CACHEABLE_METADATA: - return self._get_cacheable_metadata(key) - else: - return self._get_metadata(key) + return self._get_metadata(key=key) - def _get_metadata(self, key, parser=None): - if parser is None: - parser = self._get_parser(needed_metadata={key}) + def _get_metadata(self, key, parser=None, cache=True, try_hard=False): + def process(key, value): + if key == 'available-events': + # Ensure we have a list so that it can be dumped to JSON + value = sorted(set(value)) - return parser.get_metadata(key) + # Populate the list of available events, and inform the rest of + # the code that this list is definitive. + self._update_parseable_events({ + event: True + for event in value + }) + self._strict_events = True - def _get_cacheable_metadata(self, key, parser=None): - try: - value = self._cache.get_metadata(key) - except MissingMetadataError: - value = self._get_metadata(key, parser=parser) - self._cache.update_metadata({key: value}) + elif key == 'trace-id': + value = str(value) - return value + return value + + def get(key, parser): + if parser is None: + cm = self._get_parser(needed_metadata={key}) + else: + # If we got passed a parser, we leave the decision to use it as a + # context manager or not to the caller. + cm = parser if try_hard else nullcontext(parser) + + with cm as parser: + value = parser.get_metadata(key) + + return process(key, value) + + def get_cacheable(key, parser): + try: + value = self._cache.get_metadata(key) + except MissingMetadataError: + value = get(key, parser=parser) + self._cache.update_metadata({key: value}) + return value + + if cache and key in self._CACHEABLE_METADATA: + return get_cacheable(key, parser=parser) + else: + return get(key, parser=parser) @classmethod def _is_meta_event(cls, event): sources = cls.get_event_sources(event) - # If an event is not its own source, this is a meta-event by definition - return sources[0] != event + return len(sources) > 1 @classmethod def get_event_sources(cls, event): @@ -3800,9 +4108,11 @@ def get_event_sources(cls, event): return [event] try: - return sorted(cls._META_EVENT_SOURCE[prefix].keys()) + # It is capital that "event" is the first item so we allow the + # parser to handle it directly. + return (event, *sorted(cls._META_EVENT_SOURCE[prefix].keys())) except KeyError: - return [event] + return (event,) @property # Memoization is necessary to ensure the parser always gets the same name @@ -3939,7 +4249,7 @@ def cm_func(): # pylint: disable=attribute-defined-outside-init proxy.base_trace = trace - def _get_parser(self, events=tuple(), needed_metadata=None, update_metadata=True): + def _get_parser(self, events=tuple(), needed_metadata=None): path = self.trace_path events = set(events) needed_metadata = set(needed_metadata or []) @@ -3948,27 +4258,16 @@ def _get_parser(self, events=tuple(), needed_metadata=None, update_metadata=True # While we are at it, gather a bunch of metadata. Since we did not # explicitly asked for it, the parser will only give # it if it was a cheap byproduct. - if update_metadata: - - # Since we got a parser here, use it to get basetime/endtime as well - with contextlib.suppress(MissingMetadataError): - self._get_time_range(parser=parser) - - # Populate the list of available events, and inform the rest of the - # code that this list is definitive. - try: - available_events = self._get_metadata('available-events', parser=parser) - except MissingMetadataError: - pass - else: - self._update_parseable_events({ - event: True - for event in available_events - }) - self._strict_events = True + self._update_metadata(parser) return parser + def _update_metadata(self, parser): + # Tentatively get the metadata value, in case they are available + for key in TraceParserBase.METADATA_KEYS: + with contextlib.suppress(MissingMetadataError): + self._get_metadata(key, parser=parser) + def _update_parseable_events(self, mapping): self._parseable_events.update(mapping) self._cache.update_metadata({ @@ -3996,7 +4295,21 @@ def endtime(self): return self._get_time_range()[1] def _get_time_range(self, parser=None): - return self._get_cacheable_metadata('time-range', parser) + return self._get_metadata('time-range', parser=parser) + + @memoized + def _get_trace_id(self): + try: + trace_id = self._get_metadata('trace-id', try_hard=True) + except MissingMetadataError: + if (path := self.trace_path): + with open(path, 'rb') as f: + md5 = checksum(f, 'md5') + return f'md5sum-{md5}' + else: + return None + else: + return f'parser-trace-id-{trace_id}' def df_event(self, event, raw=None, window=None, signals=None, signals_init=True, compress_signals_init=False, write_swap=None, namespaces=None): """ @@ -4152,15 +4465,13 @@ def _df_event(self, event, raw, window, signals, signals_init, compress_signals_ cache_desc = _CacheDataDesc(spec=spec, fmt=TraceCache.DATAFRAME_SWAP_FORMAT) try: - df = self._cache.fetch(cache_desc, insert=True) - except KeyError: - df = self._load_df(cache_desc, sanitization_f=sanitization_f, write_swap=write_swap) - - if df.empty: - raise MissingTraceEventError( - [event], - available_events=self.available_events, - ) + try: + df = self._cache.fetch(cache_desc, insert=True) + except KeyError: + df = self._load_df(cache_desc, sanitization_f=sanitization_f, write_swap=write_swap) + except MissingTraceEventError as e: + e.available_events = self.available_events + raise e # We used to set a ".name" attribute, but: # 1. There is no central way of saving these metadata when serializing @@ -4185,7 +4496,7 @@ def _load_df(self, cache_desc, sanitization_f=None, write_swap=None): # Do not even bother loading the event if we know it cannot be # there. This avoids some OSError in case the trace file has # disappeared - if self._strict_events and not self._is_meta_event(event) and not self.available_events.contains(event, namespaces=[]): + if not self._parseable_events.get(event, True): raise MissingTraceEventError([event], available_events=self.available_events) if write_swap is None: @@ -4267,20 +4578,23 @@ def try_from_cache(event): # Load the remaining events from the trace directly events_to_load = sorted(events - from_cache.keys()) - from_trace = self._load_raw_df(events_to_load) + df_from_trace = self._load_raw_df(events_to_load) - for event, df in from_trace.items(): + for event, df in df_from_trace.items(): cache_desc = self._make_raw_cache_desc(event) self._cache.insert(cache_desc, df, **insert_kwargs) - df_map = {**from_cache, **from_trace} + df_map = {**from_cache, **df_from_trace} try: event_checker.check_events(df_map.keys()) except MissingTraceEventError as e: if allow_missing_events: self.logger.warning(f'Events not found in the trace {self.trace_path}: {e}') else: - raise + raise MissingTraceEventError( + e.missing_events, + msg='Events not found in the trace: {missing_events}{available}' + ) from e return df_map def _apply_normalize_time(self, df, inplace): @@ -4291,73 +4605,36 @@ def _apply_normalize_time(self, df, inplace): return df - def _mp_parse_worker(self, event): - # Do not update the metadata to avoid concurrency issues while updating - # the cache. Instead, we return the metadata and let the main thread - # deal with it. - parser = self._get_parser([event], update_metadata=False) - - try: - data = parser.parse_event(event) - except MissingTraceEventError as e: - data = e - else: - data = self._apply_normalize_time(data, inplace=True) - - metadata = parser.get_all_metadata() - return (data, metadata) - def _parse_raw_events(self, events): if not events: return {} - nr_processes = min( - len(events), - multiprocessing.cpu_count(), - ) - chunk_size = int(math.ceil(len(events) / nr_processes)) - - # Only use multiprocessing if there is no memory limit, since the peak - # consumption will increase. - # Daemonic threads cannot have children, so we cannot create a Pool if - # we are already executing from a Pool. - use_mp = ( - self._cache.max_mem_size >= math.inf - and nr_processes > 1 - and not multiprocessing.current_process().daemon - ) + def parse(parser, event): + try: + df = parser.parse_event(event) + # We only catch MissingTraceEventError, so that we know the parser + # made a voluntary decision to state the event was not available, + # rather than just crashing in an unintended way. However, we will + # display the exceptions's __cause__ later on, which the parser can + # set to inform the user of any actual problem it encountered while + # parsing the data. + except MissingTraceEventError as e: + return None + else: + self._apply_normalize_time(df, inplace=True) + return df - if use_mp: - with multiprocessing.Pool(processes=nr_processes) as pool: - res_list = pool.map(self._mp_parse_worker, events, chunksize=chunk_size) - - if res_list: - data_list, metadata_list = zip(*res_list) - metadata = functools.reduce(lambda d1, d2: {**d1, **d2}, metadata_list, {}) - metadata = { - key: val - for key, val in metadata.items() - if key in self._CACHEABLE_METADATA - } - self._cache.update_metadata(metadata) - df_map = { - event: df - for event, df in zip( - events, - data_list, - ) - # similar to best_effort=True - if not isinstance(df, BaseException) - } - else: - df_map = {} - else: - parser = self._get_parser(events, update_metadata=True) - df_map = parser.parse_events(events, best_effort=True) + with self._get_parser(events) as parser: + df_map = { + event: df + for event in events + if (df := parse(parser, event)) is not None + } - for df in df_map.values(): - self._apply_normalize_time(df, inplace=True) + # Gather the metadata that might have been made available when + # entering the context manager + self._update_metadata(parser) return df_map @@ -4365,7 +4642,7 @@ def _parse_meta_events(self, meta_events): if not meta_events: return {} - # Gather the infor to parse the meta event + # Gather the information to parse the meta event def make_spec(meta_event): prefix, event = meta_event.split('@', 1) data_getters = self._META_EVENT_SOURCE[prefix] @@ -4422,7 +4699,8 @@ def get_missing(df_map): continue else: try: - meta_event_df = parser.parse_event(event) + with parser as parser: + meta_event_df = parser.parse_event(event) except MissingTraceEventError: continue # In case a meta-event is spread among multiple @@ -4471,12 +4749,12 @@ def _load_raw_df(self, events): return {} meta_events = set(filter(self._is_meta_event, events)) - regular_events = events - meta_events - df_map = { - **self._parse_raw_events(regular_events), - **self._parse_meta_events(meta_events), - } + # Pass the entire set of events to _parse_raw() first, in case the + # parser can handle meta events natively. + df_map = self._parse_raw_events(events) + meta_df_map = self._parse_meta_events(meta_events - df_map.keys()) + df_map.update(meta_df_map) for event, df in df_map.items(): df.attrs['name'] = event @@ -5539,6 +5817,7 @@ def __str__(self): available = self.available_events missing = self.missing_events + available_str = '' if available: closest = { matches[0] @@ -5548,13 +5827,12 @@ def __str__(self): ) if matches } - available = '. Closest available matches are: {}'.format( - ', '.join(sorted(closest)), - ) - else: - available = '' + if closest: + available_str = '. Closest available matches are: {}'.format( + ', '.join(sorted(closest)), + ) - return self._template.format(missing_events=missing, available=available) + return self._template.format(missing_events=missing, available=available_str) class FtraceConf(SimpleMultiSrcConf, HideExekallID): diff --git a/tests/test_energy_model.py b/tests/test_energy_model.py index b3a5077f77..6cea80cd31 100644 --- a/tests/test_energy_model.py +++ b/tests/test_energy_model.py @@ -383,22 +383,10 @@ def test_estimate_from_trace(self): -0 [000] 0000.0020: cpu_idle: state=2 cpu_id=2 """ ) - - with tempfile.TemporaryDirectory() as directory: - path = os.path.join(directory, 'trace.txt') - with open(path, 'w') as f: - f.write(trace_data) - - trace = Trace(path, - events=['cpu_idle', 'cpu_frequency'], - normalize_time=False, - # Disable swap since the folder is going to get removed - enable_swap=False, - # Parse all the events eagerly since the trace file is going to - # be removed. - strict_events=True, - parser=TxtTraceParser.from_txt_file, - ) + trace = Trace( + normalize_time=False, + parser=TxtTraceParser.from_string(trace_data), + ) energy_df = em.estimate_from_trace(trace)

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