#!/usr/bin/env python3 # SPDX-License-Identifier: BSD-3-Clause # Copyright (C) 2021 Intel Corporation # All rights reserved. # from argparse import ArgumentParser from dataclasses import dataclass, field from itertools import islice from typing import Dict, List, TypeVar import ctypes as ct import ijson import magic import os import re import subprocess import sys import tempfile TSC_MAX = (1 << 64) - 1 UCHAR_MAX = (1 << 8) - 1 TRACE_MAX_LCORE = 128 TRACE_MAX_GROUP_ID = 16 TRACE_MAX_TPOINT_ID = TRACE_MAX_GROUP_ID * 64 TRACE_MAX_ARGS_COUNT = 8 TRACE_MAX_RELATIONS = 16 TRACE_INVALID_OBJECT = (1 << 64) - 1 OBJECT_NONE = 0 OWNER_NONE = 0 @dataclass class DTraceArgument: """Describes a DTrace probe (usdt) argument""" name: str pos: int type: type @dataclass class DTraceProbe: """Describes a DTrace probe (usdt) point""" name: str args: Dict[str, DTraceArgument] def __init__(self, name, args): self.name = name self.args = {a.name: a for a in args} @dataclass class DTraceEntry: """Describes a single DTrace probe invocation""" name: str args: Dict[str, TypeVar('ArgumentType', str, int)] def __init__(self, probe, args): valmap = {int: lambda x: int(x, 16), str: lambda x: x.strip().strip("'")} self.name = probe.name self.args = {} for name, value in args.items(): arg = probe.args.get(name) if arg is None: raise ValueError(f'Unexpected argument: {name}') self.args[name] = valmap[arg.type](value) class DTrace: """Generates bpftrace script based on the supplied probe points, parses its output and stores is as a list of DTraceEntry sorted by their tsc. """ def __init__(self, probes, file=None): self._avail_probes = self._list_probes() self._probes = {p.name: p for p in probes} self.entries = self._parse(file) if file is not None else [] # Sanitize the probe definitions for probe in probes: if probe.name not in self._avail_probes: raise ValueError(f'Couldn\'t find probe: "{probe.name}"') for arg in probe.args.values(): if arg.pos >= self._avail_probes[probe.name]: raise ValueError('Invalid probe argument position') if arg.type not in (int, str): raise ValueError('Invalid argument type') def _parse(self, file): regex = re.compile(r'(\w+): (.*)') entries = [] for line in file.readlines(): match = regex.match(line) if match is None: continue name, args = match.groups() probe = self._probes.get(name) # Skip the line if we don't recognize the probe name if probe is None: continue entries.append(DTraceEntry(probe, args=dict(a.strip().split('=') for a in args.split(',')))) entries.sort(key=lambda e: e.args['tsc']) return entries def _list_probes(self): files = subprocess.check_output(['git', 'ls-files', '*.[ch]', ':!:include/spdk_internal/usdt.h']) files = filter(lambda f: len(f) > 0, str(files, 'ascii').split('\n')) regex = re.compile(r'SPDK_DTRACE_PROBE([0-9]*)\((\w+)') probes = {} for fname in files: with open(fname, 'r') as file: for match in regex.finditer(file.read()): nargs, name = match.group(1), match.group(2) nargs = int(nargs) if len(nargs) > 0 else 0 # Add one to accommodate for the tsc being the first arg probes[name] = nargs + 1 return probes def _gen_usdt(self, probe): usdt = (f'usdt:__EXE__:{probe.name} {{' + f'printf("{probe.name}: ') args = probe.args if len(args) > 0: argtype = {int: '0x%lx', str: '\'%s\''} argcast = {int: lambda x: x, str: lambda x: f'str({x})'} argstr = [f'{a.name}={argtype[a.type]}' for a in args.values()] argval = [f'{argcast[a.type](f"arg{a.pos}")}' for a in args.values()] usdt += ', '.join(argstr) + '\\n", ' + ', '.join(argval) else: usdt += '\\n"' usdt += ');}' return usdt def generate(self): return '\n'.join([self._gen_usdt(p) for p in self._probes.values()]) def record(self, pid): with tempfile.NamedTemporaryFile(mode='w+') as script: script.write(self.generate()) script.flush() try: subprocess.run([f'{os.path.dirname(__file__)}/../bpftrace.sh', f'{pid}', f'{script.name}']) except KeyboardInterrupt: pass @dataclass class TracepointArgument: """Describes an SPDK tracepoint argument""" TYPE_INT = 0 TYPE_PTR = 1 TYPE_STR = 2 name: str argtype: int @dataclass class Tracepoint: """Describes an SPDK tracepoint, equivalent to struct spdk_trace_tpoint""" name: str id: int new_object: bool object_type: int owner_type: int args: List[TracepointArgument] @dataclass class TraceEntry: """Describes an SPDK tracepoint entry, equivalent to struct spdk_trace_entry""" lcore: int tpoint: Tracepoint tsc: int poller: str size: int object_id: str object_ptr: int time: int args: Dict[str, TypeVar('ArgumentType', str, int)] related: str class TraceProvider: """Defines interface for objects providing traces and tracepoint definitions""" def tpoints(self): """Returns tracepoint definitions as a dict of (tracepoint_name, tracepoint)""" raise NotImplementedError() def entries(self): """Generator returning subsequent trace entries""" raise NotImplementedError() def tsc_rate(self): """Returns the TSC rate that was in place when traces were collected""" raise NotImplementedError() class JsonProvider(TraceProvider): """Trace provider based on JSON-formatted output produced by spdk_trace app""" def __init__(self, file): self._parser = ijson.parse(file) self._tpoints = {} self._parse_defs() def _parse_tpoints(self, tpoints): for tpoint in tpoints: tpoint_id = tpoint['id'] self._tpoints[tpoint_id] = Tracepoint( name=tpoint['name'], id=tpoint_id, new_object=tpoint['new_object'], object_type=OBJECT_NONE, owner_type=OWNER_NONE, args=[TracepointArgument(name=a['name'], argtype=a['type']) for a in tpoint.get('args', [])]) def _parse_defs(self): builder = None for prefix, event, value in self._parser: # If we reach entries array, there are no more tracepoint definitions if prefix == 'entries': break elif prefix == 'tsc_rate': self._tsc_rate = value continue if (prefix, event) == ('tpoints', 'start_array'): builder = ijson.ObjectBuilder() if builder is not None: builder.event(event, value) if (prefix, event) == ('tpoints', 'end_array'): self._parse_tpoints(builder.value) builder = None def _parse_entry(self, entry): tpoint = self._tpoints[entry['tpoint']] obj = entry.get('object', {}) return TraceEntry(tpoint=tpoint, lcore=entry['lcore'], tsc=entry['tsc'], size=entry.get('size'), object_id=obj.get('id'), object_ptr=obj.get('value'), related=entry.get('related'), time=obj.get('time'), poller=entry.get('poller'), args={n.name: v for n, v in zip(tpoint.args, entry.get('args', []))}) def tsc_rate(self): return self._tsc_rate def tpoints(self): return self._tpoints def entries(self): builder = None for prefix, event, value in self._parser: if (prefix, event) == ('entries.item', 'start_map'): builder = ijson.ObjectBuilder() if builder is not None: builder.event(event, value) if (prefix, event) == ('entries.item', 'end_map'): yield self._parse_entry(builder.value) builder = None class CParserOpts(ct.Structure): _fields_ = [('filename', ct.c_char_p), ('mode', ct.c_int), ('lcore', ct.c_uint16)] class CTraceOwner(ct.Structure): _fields_ = [('type', ct.c_uint8), ('id_prefix', ct.c_char)] class CTraceObject(ct.Structure): _fields_ = [('type', ct.c_uint8), ('id_prefix', ct.c_char)] class CTpointArgument(ct.Structure): _fields_ = [('name', ct.c_char * 14), ('type', ct.c_uint8), ('size', ct.c_uint8)] class CTpointRelatedObject(ct.Structure): _fields_ = [('object_type', ct.c_uint8), ('arg_index', ct.c_uint8)] class CTracepoint(ct.Structure): _fields_ = [('name', ct.c_char * 24), ('tpoint_id', ct.c_uint16), ('owner_type', ct.c_uint8), ('object_type', ct.c_uint8), ('new_object', ct.c_uint8), ('num_args', ct.c_uint8), ('args', CTpointArgument * TRACE_MAX_ARGS_COUNT), ('related_objects', CTpointRelatedObject * TRACE_MAX_RELATIONS)] class CTraceFlags(ct.Structure): _fields_ = [('tsc_rate', ct.c_uint64), ('tpoint_mask', ct.c_uint64 * TRACE_MAX_GROUP_ID), ('owner', CTraceOwner * (UCHAR_MAX + 1)), ('object', CTraceObject * (UCHAR_MAX + 1)), ('tpoint', CTracepoint * TRACE_MAX_TPOINT_ID)] class CTraceEntry(ct.Structure): _fields_ = [('tsc', ct.c_uint64), ('tpoint_id', ct.c_uint16), ('poller_id', ct.c_uint16), ('size', ct.c_uint32), ('object_id', ct.c_uint64)] class CTraceParserArgument(ct.Union): _fields_ = [('integer', ct.c_uint64), ('pointer', ct.c_void_p), ('string', ct.c_char * (UCHAR_MAX + 1))] class CTraceParserEntry(ct.Structure): _fields_ = [('entry', ct.POINTER(CTraceEntry)), ('object_index', ct.c_uint64), ('object_start', ct.c_uint64), ('lcore', ct.c_uint16), ('related_index', ct.c_uint64), ('related_type', ct.c_uint8), ('args', CTraceParserArgument * TRACE_MAX_ARGS_COUNT)] class NativeProvider(TraceProvider): """Trace provider based on SPDK's trace library""" def __init__(self, file): self._setup_binding(file.name) self._parse_defs() def __del__(self): if hasattr(self, '_parser'): self._lib.spdk_trace_parser_cleanup(self._parser) def _setup_binding(self, filename): self._lib = ct.CDLL('build/lib/libspdk_trace_parser.so') self._lib.spdk_trace_parser_init.restype = ct.c_void_p self._lib.spdk_trace_parser_init.errcheck = lambda r, *_: ct.c_void_p(r) self._lib.spdk_trace_parser_get_flags.restype = ct.POINTER(CTraceFlags) opts = CParserOpts(filename=bytes(filename, 'ascii'), mode=0, lcore=TRACE_MAX_LCORE) self._parser = self._lib.spdk_trace_parser_init(ct.byref(opts)) if not self._parser: raise ValueError('Failed to construct SPDK trace parser') def _parse_tpoints(self, tpoints): self._tpoints = {} for tpoint in tpoints: if len(tpoint.name) == 0: continue self._tpoints[tpoint.tpoint_id] = Tracepoint( name=str(tpoint.name, 'ascii'), object_type=tpoint.object_type, owner_type=tpoint.owner_type, id=tpoint.tpoint_id, new_object=bool(tpoint.new_object), args=[TracepointArgument(name=str(a.name, 'ascii'), argtype=a.type) for a in tpoint.args[:tpoint.num_args]]) def _parse_defs(self): flags = self._lib.spdk_trace_parser_get_flags(self._parser) self._tsc_rate = flags.contents.tsc_rate self._parse_tpoints(flags.contents.tpoint) def conv_objs(arr): return {int(o.type): str(o.id_prefix, 'ascii') for o in arr if o.id_prefix != b'\x00'} self._owners = conv_objs(flags.contents.owner) self._objects = conv_objs(flags.contents.object) def tsc_rate(self): return self._tsc_rate def tpoints(self): return self._tpoints def entries(self): pe = CTraceParserEntry() argconv = {TracepointArgument.TYPE_INT: lambda a: a.integer, TracepointArgument.TYPE_PTR: lambda a: int(a.pointer or 0), TracepointArgument.TYPE_STR: lambda a: str(a.string, 'ascii')} while self._lib.spdk_trace_parser_next_entry(self._parser, ct.byref(pe)): entry = pe.entry.contents lcore = pe.lcore tpoint = self._tpoints[entry.tpoint_id] args = {a.name: argconv[a.argtype](pe.args[i]) for i, a in enumerate(tpoint.args)} if tpoint.object_type != OBJECT_NONE: if pe.object_index != TRACE_INVALID_OBJECT: object_id = '{}{}'.format(self._objects[tpoint.object_type], pe.object_index) ts = entry.tsc - pe.object_start else: object_id, ts = 'n/a', None elif entry.object_id != 0: object_id, ts = '{:x}'.format(entry.object_id), None else: object_id, ts = None, None if tpoint.owner_type != OWNER_NONE: poller_id = '{}{:02}'.format(self._owners[tpoint.owner_type], entry.poller_id) else: poller_id = None if pe.related_type != OBJECT_NONE: related = '{}{}'.format(self._objects[pe.related_type], pe.related_index) else: related = None yield TraceEntry(tpoint=tpoint, lcore=lcore, tsc=entry.tsc, size=entry.size, object_id=object_id, object_ptr=entry.object_id, poller=poller_id, time=ts, args=args, related=related) class Trace: """Stores, parses, and prints out SPDK traces""" def __init__(self, file): if file == sys.stdin or magic.from_file(file.name, mime=True) == 'application/json': self._provider = JsonProvider(file) else: self._provider = NativeProvider(file) self._objects = [] self._argfmt = {TracepointArgument.TYPE_PTR: lambda a: f'0x{a:x}'} self.tpoints = self._provider.tpoints() def _annotate_args(self, entry): annotations = {} for obj in self._objects: current = obj.annotate(entry) if current is None: continue annotations.update(current) return annotations def _format_args(self, entry): annotations = self._annotate_args(entry) args = [] for arg, (name, value) in zip(entry.tpoint.args, entry.args.items()): annot = annotations.get(name) if annot is not None: args.append('{}({})'.format(name, ', '.join(f'{n}={v}' for n, v in annot.items()))) else: args.append('{}: {}'.format(name, self._argfmt.get(arg.argtype, lambda a: a)(value))) return args def register_object(self, obj): self._objects.append(obj) def print(self): def get_us(tsc, off): return ((tsc - off) * 10 ** 6) / self._provider.tsc_rate() offset = None for e in self._provider.entries(): offset = e.tsc if offset is None else offset timestamp = get_us(e.tsc, offset) diff = get_us(e.time, 0) if e.time is not None else None args = ', '.join(self._format_args(e)) related = ' (' + e.related + ')' if e.related is not None else '' print(('{:3} {:16.3f} {:3} {:24} {:12}'.format( e.lcore, timestamp, e.poller if e.poller is not None else '', e.tpoint.name, f'size: {e.size}' if e.size else '') + (f'id: {e.object_id + related:12} ' if e.object_id is not None else '') + (f'time: {diff:<8.3f} ' if diff is not None else '') + args).rstrip()) class SPDKObject: """Describes a specific type of an SPDK objects (e.g. qpair, thread, etc.)""" @dataclass class Lifetime: """Describes a lifetime and properties of a particular SPDK object.""" begin: int end: int ptr: int properties: dict = field(default_factory=dict) def __init__(self, trace: Trace, tpoints: List[str]): self.tpoints = {} for name in tpoints: tpoint = next((t for t in trace.tpoints.values() if t.name == name), None) if tpoint is None: # Some tpoints might be undefined if configured without specific subsystems continue self.tpoints[tpoint.id] = tpoint def _annotate(self, entry: TraceEntry): """Abstract annotation method to be implemented by subclasses.""" raise NotImplementedError() def annotate(self, entry: TraceEntry): """Annotates a tpoint entry and returns a dict indexed by argname with values representing various object properties. For instance, {"qpair": {"qid": 1, "subnqn": "nqn"}} could be returned to annotate an argument called "qpair" with two items: "qid" and "subnqn". """ if entry.tpoint.id not in self.tpoints: return None return self._annotate(entry) class QPair(SPDKObject): def __init__(self, trace: Trace, dtrace: DTrace): super().__init__(trace, tpoints=[ 'RDMA_REQ_NEW', 'RDMA_REQ_NEED_BUFFER', 'RDMA_REQ_TX_PENDING_C2H', 'RDMA_REQ_TX_PENDING_H2C', 'RDMA_REQ_TX_H2C', 'RDMA_REQ_RDY_TO_EXECUTE', 'RDMA_REQ_EXECUTING', 'RDMA_REQ_EXECUTED', 'RDMA_REQ_RDY_TO_COMPL', 'RDMA_REQ_COMPLETING_C2H', 'RDMA_REQ_COMPLETING', 'RDMA_REQ_COMPLETED', 'TCP_REQ_NEW', 'TCP_REQ_NEED_BUFFER', 'TCP_REQ_TX_H_TO_C', 'TCP_REQ_RDY_TO_EXECUTE', 'TCP_REQ_EXECUTING', 'TCP_REQ_EXECUTED', 'TCP_REQ_RDY_TO_COMPLETE', 'TCP_REQ_TRANSFER_C2H', 'TCP_REQ_COMPLETED', 'TCP_WRITE_START', 'TCP_WRITE_DONE', 'TCP_READ_DONE', 'TCP_REQ_AWAIT_R2T_ACK']) self._objects = [] self._find_objects(dtrace.entries) def _find_objects(self, dprobes): def probe_match(probe, other): return probe.args['qpair'] == other.args['qpair'] for i, dprobe in enumerate(dprobes): if dprobe.name != 'nvmf_poll_group_add_qpair': continue # We've found a new qpair, now find the probe indicating its destruction last_idx, last = next((((i + j + 1), d) for j, d in enumerate(islice(dprobes, i, None)) if d.name == 'nvmf_poll_group_remove_qpair' and probe_match(d, dprobe)), (None, None)) obj = SPDKObject.Lifetime(begin=dprobe.args['tsc'], end=last.args['tsc'] if last is not None else TSC_MAX, ptr=dprobe.args['qpair'], properties={'ptr': hex(dprobe.args['qpair']), 'thread': dprobe.args['thread']}) for other in filter(lambda p: probe_match(p, dprobe), dprobes[i:last_idx]): if other.name == 'nvmf_ctrlr_add_qpair': for prop in ['qid', 'subnqn', 'hostnqn']: obj.properties[prop] = other.args[prop] self._objects.append(obj) def _annotate(self, entry): qpair = entry.args.get('qpair') if qpair is None: return None for obj in self._objects: if obj.ptr == qpair and obj.begin <= entry.tsc <= obj.end: return {'qpair': obj.properties} return None def build_dtrace(file=None): return DTrace([ DTraceProbe( name='nvmf_poll_group_add_qpair', args=[DTraceArgument(name='tsc', pos=0, type=int), DTraceArgument(name='qpair', pos=1, type=int), DTraceArgument(name='thread', pos=2, type=int)]), DTraceProbe( name='nvmf_poll_group_remove_qpair', args=[DTraceArgument(name='tsc', pos=0, type=int), DTraceArgument(name='qpair', pos=1, type=int), DTraceArgument(name='thread', pos=2, type=int)]), DTraceProbe( name='nvmf_ctrlr_add_qpair', args=[DTraceArgument(name='tsc', pos=0, type=int), DTraceArgument(name='qpair', pos=1, type=int), DTraceArgument(name='qid', pos=2, type=int), DTraceArgument(name='subnqn', pos=3, type=str), DTraceArgument(name='hostnqn', pos=4, type=str)])], file) def print_trace(trace_file, dtrace_file): dtrace = build_dtrace(dtrace_file) trace = Trace(trace_file) trace.register_object(QPair(trace, dtrace)) trace.print() def main(argv): parser = ArgumentParser(description='SPDK trace annotation script') parser.add_argument('-i', '--input', help='Trace file to annotate (either JSON generated by spdk_trace or ' + 'raw binary produced by the SPDK application itself)') parser.add_argument('-g', '--generate', help='Generate bpftrace script', action='store_true') parser.add_argument('-r', '--record', help='Record BPF traces on PID', metavar='PID', type=int) parser.add_argument('-b', '--bpftrace', help='BPF trace script to use for annotations') args = parser.parse_args(argv) if args.generate: print(build_dtrace().generate()) elif args.record: build_dtrace().record(args.record) else: print_trace(open(args.input, 'r') if args.input is not None else sys.stdin, open(args.bpftrace) if args.bpftrace is not None else None) if __name__ == '__main__': # In order for the changes to LD_LIBRARY_PATH to be visible to the loader, # they need to be applied before starting a process, so we need to # re-execute the script after updating it. if os.environ.get('SPDK_BPF_TRACE_PY') is None: rootdir = f'{os.path.dirname(__file__)}/../..' os.environ['LD_LIBRARY_PATH'] = ':'.join([os.environ.get('LD_LIBRARY_PATH', ''), f'{rootdir}/build/lib']) os.environ['SPDK_BPF_TRACE_PY'] = '1' os.execv(sys.argv[0], sys.argv) else: try: main(sys.argv[1:]) except (KeyboardInterrupt, BrokenPipeError): pass