#!/usr/bin/env python3 # # Copyright (c) 2021 Cisco and/or its affiliates. # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # """ This module implement Python access to the VPP statistics segment. It accesses the data structures directly in shared memory. VPP uses optimistic locking, so data structures may change underneath us while we are reading. Data is copied out and it's important to spend as little time as possible "holding the lock". Counters are stored in VPP as a two dimensional array. Index by thread and index (typically sw_if_index). Simple counters count only packets, Combined counters count packets and octets. Counters can be accessed in either dimension. stat['/if/rx'] - returns 2D lists stat['/if/rx'][0] - returns counters for all interfaces for thread 0 stat['/if/rx'][0][1] - returns counter for interface 1 on thread 0 stat['/if/rx'][0][1]['packets'] - returns the packet counter for interface 1 on thread 0 stat['/if/rx'][:, 1] - returns the counters for interface 1 on all threads stat['/if/rx'][:, 1].packets() - returns the packet counters for interface 1 on all threads stat['/if/rx'][:, 1].sum_packets() - returns the sum of packet counters for interface 1 on all threads stat['/if/rx-miss'][:, 1].sum() - returns the sum of packet counters for interface 1 on all threads for simple counters """ import os import socket import array import mmap from struct import Struct import time import unittest import re def recv_fd(sock): """Get file descriptor for memory map""" fds = array.array("i") # Array of ints _, ancdata, _, _ = sock.recvmsg(0, socket.CMSG_SPACE(4)) for cmsg_level, cmsg_type, cmsg_data in ancdata: if cmsg_level == socket.SOL_SOCKET and cmsg_type == socket.SCM_RIGHTS: fds.frombytes(cmsg_data[: len(cmsg_data) - (len(cmsg_data) % fds.itemsize)]) return list(fds)[0] VEC_LEN_FMT = Struct("I") def get_vec_len(stats, vector_offset): """Equivalent to VPP vec_len()""" return VEC_LEN_FMT.unpack_from(stats.statseg, vector_offset - 8)[0] def get_string(stats, ptr): """Get a string from a VPP vector""" namevector = ptr - stats.base namevectorlen = get_vec_len(stats, namevector) if namevector + namevectorlen >= stats.size: raise IOError("String overruns stats segment") return stats.statseg[namevector : namevector + namevectorlen - 1].decode("ascii") class StatsVector: """A class representing a VPP vector""" def __init__(self, stats, ptr, fmt): self.vec_start = ptr - stats.base self.vec_len = get_vec_len(stats, ptr - stats.base) self.struct = Struct(fmt) self.fmtlen = len(fmt) self.elementsize = self.struct.size self.statseg = stats.statseg self.stats = stats if self.vec_start + self.vec_len * self.elementsize >= stats.size: raise IOError("Vector overruns stats segment") def __iter__(self): with self.stats.lock: return self.struct.iter_unpack( self.statseg[ self.vec_start : self.vec_start + self.elementsize * self.vec_len ] ) def __getitem__(self, index): if index > self.vec_len: raise IOError("Index beyond end of vector") with self.stats.lock: if self.fmtlen == 1: return self.struct.unpack_from( self.statseg, self.vec_start + (index * self.elementsize) )[0] return self.struct.unpack_from( self.statseg, self.vec_start + (index * self.elementsize) ) class VPPStats: """Main class implementing Python access to the VPP statistics segment""" # pylint: disable=too-many-instance-attributes shared_headerfmt = Struct("QPQQPP") default_socketname = "/run/vpp/stats.sock" def __init__(self, socketname=default_socketname, timeout=10): self.socketname = socketname self.timeout = timeout self.directory = {} self.lock = StatsLock(self) self.connected = False self.size = 0 self.last_epoch = 0 self.statseg = 0 def connect(self): """Connect to stats segment""" if self.connected: return sock = socket.socket(socket.AF_UNIX, socket.SOCK_SEQPACKET) # Our connect races the corresponding recv_fds call in VPP, if we beat # VPP then we will try (unsuccessfully) to receive file descriptors and # will have gone away before VPP can respond to our connect. A short # timeout here stops this error occurring. sock.settimeout(1) sock.connect(self.socketname) mfd = recv_fd(sock) sock.close() stat_result = os.fstat(mfd) self.statseg = mmap.mmap( mfd, stat_result.st_size, mmap.PROT_READ, mmap.MAP_SHARED ) os.close(mfd) self.size = stat_result.st_size if self.version != 2: raise Exception("Incompatbile stat segment version {}".format(self.version)) self.refresh() self.connected = True def disconnect(self): """Disconnect from stats segment""" if self.connected: self.statseg.close() self.connected = False @property def version(self): """Get version of stats segment""" return self.shared_headerfmt.unpack_from(self.statseg)[0] @property def base(self): """Get base pointer of stats segment""" return self.shared_headerfmt.unpack_from(self.statseg)[1] @property def epoch(self): """Get current epoch value from stats segment""" return self.shared_headerfmt.unpack_from(self.statseg)[2] @property def in_progress(self): """Get value of in_progress from stats segment""" return self.shared_headerfmt.unpack_from(self.statseg)[3] @property def directory_vector(self): """Get pointer of directory vector""" return self.shared_headerfmt.unpack_from(self.statseg)[4] elementfmt = "IQ128s" def refresh(self, blocking=True): """Refresh directory vector cache (epoch changed)""" directory = {} directory_by_idx = {} while True: try: with self.lock: self.last_epoch = self.epoch for i, direntry in enumerate( StatsVector(self, self.directory_vector, self.elementfmt) ): path_raw = direntry[2].find(b"\x00") path = direntry[2][:path_raw].decode("ascii") directory[path] = StatsEntry(direntry[0], direntry[1]) directory_by_idx[i] = path self.directory = directory self.directory_by_idx = directory_by_idx return except IOError: if not blocking: raise def __getitem__(self, item, blocking=True): if not self.connected: self.connect() while True: try: if self.last_epoch != self.epoch: self.refresh(blocking) with self.lock: return self.directory[item].get_counter(self) except IOError: if not blocking: raise def __iter__(self): return iter(self.directory.items()) def set_errors(self, blocking=True): """Return dictionary of error counters > 0""" if not self.connected: self.connect() errors = {k: v for k, v in self.directory.items() if k.startswith("/err/")} result = {} for k in errors: try: total = self[k].sum() if total: result[k] = total except KeyError: pass return result def set_errors_str(self, blocking=True): """Return all errors counters > 0 pretty printed""" error_string = ["ERRORS:"] error_counters = self.set_errors(blocking) for k in sorted(error_counters): error_string.append("{:<60}{:>10}".format(k, error_counters[k])) return "%s\n" % "\n".join(error_string) def get_counter(self, name, blocking=True): """Alternative call to __getitem__""" return self.__getitem__(name, blocking) def get_err_counter(self, name, blocking=True): """Alternative call to __getitem__""" return self.__getitem__(name, blocking).sum() def ls(self, patterns): """Returns list of counters matching pattern""" # pylint: disable=invalid-name if not self.connected: self.connect() if not isinstance(patterns, list): patterns = [patterns] regex = [re.compile(i) for i in patterns] if self.last_epoch != self.epoch: self.refresh() return [ k for k, v in self.directory.items() if any(re.match(pattern, k) for pattern in regex) ] def dump(self, counters, blocking=True): """Given a list of counters return a dictionary of results""" if not self.connected: self.connect() result = {} for cnt in counters: result[cnt] = self.__getitem__(cnt, blocking) return result class StatsLock: """Stat segment optimistic locking""" def __init__(self, stats): self.stats = stats self.epoch = 0 def __enter__(self): acquired = self.acquire(blocking=True) assert acquired, "Lock wasn't acquired, but blocking=True" return self def __exit__(self, exc_type=None, exc_value=None, traceback=None): self.release() def acquire(self, blocking=True, timeout=-1): """Acquire the lock. Await in progress to go false. Record epoch.""" self.epoch = self.stats.epoch if timeout > 0: start = time.monotonic() while self.stats.in_progress: if not blocking: time.sleep(0.01) if timeout > 0: if start + time.monotonic() > timeout: return False return True def release(self): """Check if data read while locked is valid""" if self.stats.in_progress or self.stats.epoch != self.epoch: raise IOError("Optimistic lock failed, retry") def locked(self): """Not used""" class StatsCombinedList(list): """Column slicing for Combined counters list""" def __getitem__(self, item): """Supports partial numpy style 2d support. Slice by column [:,1]""" if isinstance(item, int): return list.__getitem__(self, item) return CombinedList([row[item[1]] for row in self]) class CombinedList(list): """Combined Counters 2-dimensional by thread by index of packets/octets""" def packets(self): """Return column (2nd dimension). Packets for all threads""" return [pair[0] for pair in self] def octets(self): """Return column (2nd dimension). Octets for all threads""" return [pair[1] for pair in self] def sum_packets(self): """Return column (2nd dimension). Sum of all packets for all threads""" return sum(self.packets()) def sum_octets(self): """Return column (2nd dimension). Sum of all octets for all threads""" return sum(self.octets()) class StatsTuple(tuple): """A Combined vector tuple (packets, octets)""" def __init__(self, data): self.dictionary = {"packets": data[0], "bytes": data[1]} super().__init__() def __repr__(self): return dict.__repr__(self.dictionary) def __getitem__(self, item): if isinstance(item, int): return tuple.__getitem__(self, item) if item == "packets": return tuple.__getitem__(self, 0) return tuple.__getitem__(self, 1) class StatsSimpleList(list): """Simple Counters 2-dimensional by thread by index of packets""" def __getitem__(self, item): """Supports partial numpy style 2d support. Slice by column [:,1]""" if isinstance(item, int): return list.__getitem__(self, item) return SimpleList([row[item[1]] for row in self]) class SimpleList(list): """Simple counter""" def sum(self): """Sum the vector""" return sum(self) class StatsEntry: """An individual stats entry""" # pylint: disable=unused-argument,no-self-use def __init__(self, stattype, statvalue): self.type = stattype self.value = statvalue if stattype == 1: self.function = self.scalar elif stattype == 2: self.function = self.simple elif stattype == 3: self.function = self.combined elif stattype == 4: self.function = self.name elif stattype == 6: self.function = self.symlink else: self.function = self.illegal def illegal(self, stats): """Invalid or unknown counter type""" return None def scalar(self, stats): """Scalar counter""" return self.value def simple(self, stats): """Simple counter""" counter = StatsSimpleList() for threads in StatsVector(stats, self.value, "P"): clist = [v[0] for v in StatsVector(stats, threads[0], "Q")] counter.append(clist) return counter def combined(self, stats): """Combined counter""" counter = StatsCombinedList() for threads in StatsVector(stats, self.value, "P"): clist = [StatsTuple(cnt) for cnt in StatsVector(stats, threads[0], "QQ")] counter.append(clist) return counter def name(self, stats): """Name counter""" counter = [] for name in StatsVector(stats, self.value, "P"): if name[0]: counter.append(get_string(stats, name[0])) return counter SYMLINK_FMT1 = Struct("II") SYMLINK_FMT2 = Struct("Q") def symlink(self, stats): """Symlink counter""" b = self.SYMLINK_FMT2.pack(self.value) index1, index2 = self.SYMLINK_FMT1.unpack(b) name = stats.directory_by_idx[index1] return stats[name][:, index2] def get_counter(self, stats): """Return a list of counters""" if stats: return self.function(stats) class TestStats(unittest.TestCase): """Basic statseg tests""" def setUp(self): """Connect to statseg""" self.stat = VPPStats() self.stat.connect() self.profile = cProfile.Profile() self.profile.enable() def tearDown(self): """Disconnect from statseg""" self.stat.disconnect() profile = Stats(self.profile) profile.strip_dirs() profile.sort_stats("cumtime") profile.print_stats() print("\n--->>>") def test_counters(self): """Test access to statseg""" print("/err/abf-input-ip4/missed", self.stat["/err/abf-input-ip4/missed"]) print("/sys/heartbeat", self.stat["/sys/heartbeat"]) print("/if/names", self.stat["/if/names"]) print("/if/rx-miss", self.stat["/if/rx-miss"]) print("/if/rx-miss", self.stat["/if/rx-miss"][1]) print( "/nat44-ed/out2in/slowpath/drops", self.stat["/nat44-ed/out2in/slowpath/drops"], ) with self.assertRaises(KeyError): print("NO SUCH COUNTER", self.stat["foobar"]) print("/if/rx", self.stat.get_counter("/if/rx")) print( "/err/ethernet-input/no_error", self.stat.get_counter("/err/ethernet-input/no_error"), ) def test_column(self): """Test column slicing""" print("/if/rx-miss", self.stat["/if/rx-miss"]) print("/if/rx", self.stat["/if/rx"]) # All interfaces for thread #1 print( "/if/rx thread #1", self.stat["/if/rx"][0] ) # All interfaces for thread #1 print( "/if/rx thread #1, interface #1", self.stat["/if/rx"][0][1] ) # All interfaces for thread #1 print("/if/rx if_index #1", self.stat["/if/rx"][:, 1]) print("/if/rx if_index #1 packets", self.stat["/if/rx"][:, 1].packets()) print("/if/rx if_index #1 packets", self.stat["/if/rx"][:, 1].sum_packets()) print("/if/rx if_index #1 packets", self.stat["/if/rx"][:, 1].octets()) print("/if/rx-miss", self.stat["/if/rx-miss"]) print("/if/rx-miss if_index #1 packets", self.stat["/if/rx-miss"][:, 1].sum()) print("/if/rx if_index #1 packets", self.stat["/if/rx"][0][1]["packets"]) def test_nat44(self): """Test the nat counters""" print("/nat44-ei/ha/del-event-recv", self.stat["/nat44-ei/ha/del-event-recv"]) print( "/err/nat44-ei-ha/pkts-processed", self.stat["/err/nat44-ei-ha/pkts-processed"].sum(), ) def test_legacy(self): """Legacy interface""" directory = self.stat.ls(["^/if", "/err/ip4-input", "/sys/node/ip4-input"]) data = self.stat.dump(directory) print(data) print("Looking up sys node") directory = self.stat.ls(["^/sys/node"]) print("Dumping sys node") data = self.stat.dump(directory) print(data) directory = self.stat.ls(["^/foobar"]) data = self.stat.dump(directory) print(data) def test_sys_nodes(self): """Test /sys/nodes""" counters = self.stat.ls("^/sys/node") print("COUNTERS:", counters) print("/sys/node", self.stat.dump(counters)) print("/net/route/to", self.stat["/net/route/to"]) def test_symlink(self): """Symbolic links""" print("/interface/local0/rx", self.stat["/interfaces/local0/rx"]) print("/sys/nodes/unix-epoll-input", self.stat["/nodes/unix-epoll-input/calls"]) if __name__ == "__main__": import cProfile from pstats import Stats unittest.main()