diff options
Diffstat (limited to 'src/vpp-api/python')
| -rwxr-xr-x[-rw-r--r--] | src/vpp-api/python/vpp_papi/vpp_stats.py | 778 |
1 files changed, 482 insertions, 296 deletions
diff --git a/src/vpp-api/python/vpp_papi/vpp_stats.py b/src/vpp-api/python/vpp_papi/vpp_stats.py index 4b7a9bce8b0..30bf930469a 100644..100755 --- a/src/vpp-api/python/vpp_papi/vpp_stats.py +++ b/src/vpp-api/python/vpp_papi/vpp_stats.py @@ -1,320 +1,506 @@ #!/usr/bin/env python3 - -from __future__ import print_function -from cffi import FFI +# +# 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 - -ffi = FFI() -ffi.cdef(""" -typedef uint64_t counter_t; -typedef struct { - counter_t packets; - counter_t bytes; -} vlib_counter_t; - -typedef enum { - STAT_DIR_TYPE_ILLEGAL = 0, - STAT_DIR_TYPE_SCALAR_INDEX, - STAT_DIR_TYPE_COUNTER_VECTOR_SIMPLE, - STAT_DIR_TYPE_COUNTER_VECTOR_COMBINED, - STAT_DIR_TYPE_ERROR_INDEX, - STAT_DIR_TYPE_NAME_VECTOR, -} stat_directory_type_t; - -typedef struct -{ - stat_directory_type_t type; - union { - uint64_t index; - uint64_t value; - uint64_t *data; - }; - char name[128]; // TODO change this to pointer to "somewhere" -} stat_segment_directory_entry_t; - -typedef struct -{ - char *name; - stat_directory_type_t type; - union - { - double scalar_value; - counter_t *error_vector; - counter_t **simple_counter_vec; - vlib_counter_t **combined_counter_vec; - uint8_t **name_vector; - }; -} stat_segment_data_t; - -typedef struct -{ - uint64_t version; - void *base; - uint64_t epoch; - uint64_t in_progress; - stat_segment_directory_entry_t *directory_vector; - uint64_t **error_vector; -} stat_segment_shared_header_t; - -typedef struct -{ - uint64_t current_epoch; - stat_segment_shared_header_t *shared_header; - stat_segment_directory_entry_t *directory_vector; - ssize_t memory_size; -} stat_client_main_t; - -stat_client_main_t * stat_client_get(void); -void stat_client_free(stat_client_main_t * sm); -int stat_segment_connect_r (char *socket_name, stat_client_main_t * sm); -int stat_segment_connect (char *socket_name); -void stat_segment_disconnect_r (stat_client_main_t * sm); -void stat_segment_disconnect (void); - -uint32_t *stat_segment_ls_r (uint8_t ** patterns, stat_client_main_t * sm); -uint32_t *stat_segment_ls (uint8_t ** pattern); -stat_segment_data_t *stat_segment_dump_r (uint32_t * stats, - stat_client_main_t * sm); -stat_segment_data_t *stat_segment_dump (uint32_t * counter_vec); -void stat_segment_data_free (stat_segment_data_t * res); - -double stat_segment_heartbeat_r (stat_client_main_t * sm); -int stat_segment_vec_len(void *vec); -uint8_t **stat_segment_string_vector(uint8_t **string_vector, char *string); -char *stat_segment_index_to_name_r (uint32_t index, stat_client_main_t * sm); -uint64_t stat_segment_version(void); -uint64_t stat_segment_version_r(stat_client_main_t *sm); -void free(void *ptr); -void vac_mem_init (size_t size); -""") # noqa: E501 - - -# Utility functions -def make_string_vector(api, strings): - vec = ffi.NULL - if type(strings) is not list: - strings = [strings] - for s in strings: - vec = api.stat_segment_string_vector(vec, ffi.new("char []", - s.encode('utf-8'))) - return vec - - -def make_string_list(api, vec): - vec_len = api.stat_segment_vec_len(vec) - return [ffi.string(vec[i]) for i in range(vec_len)] - - -# 2-dimensonal array of thread, index -def simple_counter_vec_list(api, e): - vec = [] - for thread in range(api.stat_segment_vec_len(e)): - len_interfaces = api.stat_segment_vec_len(e[thread]) - if_per_thread = [e[thread][interfaces] - for interfaces in range(len_interfaces)] - vec.append(if_per_thread) - return vec - - -def vlib_counter_dict(c): - return {'packets': c.packets, - 'bytes': c.bytes} - - -def combined_counter_vec_list(api, e): - vec = [] - for thread in range(api.stat_segment_vec_len(e)): - len_interfaces = api.stat_segment_vec_len(e[thread]) - if_per_thread = [vlib_counter_dict(e[thread][interfaces]) - for interfaces in range(len_interfaces)] - vec.append(if_per_thread) - return vec - - -def error_vec_list(api, e): - vec = [] - for thread in range(api.stat_segment_vec_len(e)): - vec.append(e[thread]) - return vec - - -def name_vec_list(api, e): - return [ffi.string(e[i]).decode('utf-8') for i in - range(api.stat_segment_vec_len(e)) if e[i] != ffi.NULL] - - -def stat_entry_to_python(api, e): - # Scalar index - if e.type == 1: - return e.scalar_value - if e.type == 2: - return simple_counter_vec_list(api, e.simple_counter_vec) - if e.type == 3: - return combined_counter_vec_list(api, e.combined_counter_vec) - if e.type == 4: - return error_vec_list(api, e.error_vector) - if e.type == 5: - return name_vec_list(api, e.name_vector) - raise NotImplementedError() - - -class VPPStatsIOError(IOError): - message = "Stat segment client connection returned: " \ - "%(retval)s %(strerror)s." - - strerror = {-1: "Stat client couldn't open socket", - -2: "Stat client socket open but couldn't connect", - -3: "Receiving file descriptor failed", - -4: "mmap fstat failed", - -5: "mmap map failed" - } - - def __init__(self, message=None, **kwargs): - if 'retval' in kwargs: - self.retval = kwargs['retval'] - kwargs['strerror'] = self.strerror[int(self.retval)] - - if not message: - try: - message = self.message % kwargs - except Exception: - message = self.message - else: - message = message % kwargs - - super(VPPStatsIOError, self).__init__(message) - - -class VPPStatsClientLoadError(RuntimeError): - pass - - -class VPPStats: - VPPStatsIOError = VPPStatsIOError - +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_LEN(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 ValueError('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 ValueError('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 ValueError('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' - sharedlib_name = 'libvppapiclient.so' def __init__(self, socketname=default_socketname, timeout=10): self.socketname = socketname self.timeout = timeout + self.directory = {} + self.lock = StatsLock(self) self.connected = False - try: - self.api = ffi.dlopen(VPPStats.sharedlib_name) - except Exception: - raise VPPStatsClientLoadError("Could not open: %s" % - VPPStats.sharedlib_name) - self.api.vac_mem_init(0) + self.size = 0 + self.last_epoch = 0 + self.error_vectors = 0 + self.statseg = 0 def connect(self): - self.client = self.api.stat_client_get() - - poll_end_time = time.time() + self.timeout - while time.time() < poll_end_time: - rv = self.api.stat_segment_connect_r( - self.socketname.encode('utf-8'), self.client) - # Break out if success or any other error than "no such file" - # (indicating that VPP hasn't started yet) - if rv == 0 or ffi.errno != 2: - self.connected = True - break - - if rv != 0: - raise VPPStatsIOError(retval=rv) - - def heartbeat(self): - if not self.connected: - self.connect() - return self.api.stat_segment_heartbeat_r(self.client) + '''Connect to stats segment''' + if self.connected: + return + sock = socket.socket(socket.AF_UNIX, socket.SOCK_SEQPACKET) + sock.connect(self.socketname) - def ls(self, patterns): - if not self.connected: - self.connect() - return self.api.stat_segment_ls_r(make_string_vector(self.api, - patterns), - self.client) + mfd = recv_fd(sock) + sock.close() - def lsstr(self, patterns): - if not self.connected: - self.connect() - rv = self.api.stat_segment_ls_r(make_string_vector(self.api, - patterns), - self.client) + stat_result = os.fstat(mfd) + self.statseg = mmap.mmap(mfd, stat_result.st_size, mmap.PROT_READ, mmap.MAP_SHARED) + socket.close(mfd) - if rv == ffi.NULL: - raise VPPStatsIOError() - return [ffi.string(self.api.stat_segment_index_to_name_r( - rv[i], self.client)).decode('utf-8') - for i in range(self.api.stat_segment_vec_len(rv))] + self.size = stat_result.st_size + if self.version != 2: + raise Exception('Incompatbile stat segment version {}' + .format(self.version)) - def dump(self, counters): - if not self.connected: - self.connect() - stats = {} - rv = self.api.stat_segment_dump_r(counters, self.client) - # Raise exception and retry - if rv == ffi.NULL: - raise VPPStatsIOError() - rv_len = self.api.stat_segment_vec_len(rv) - - for i in range(rv_len): - n = ffi.string(rv[i].name).decode('utf-8') - e = stat_entry_to_python(self.api, rv[i]) - if e is not None: - stats[n] = e - return stats - - def get_counter(self, name): - retries = 0 - while True: - try: - d = self.ls(name) - s = self.dump(d) - if len(s) > 1: - raise AttributeError('Matches multiple counters {}' - .format(name)) - k, v = s.popitem() - return v - except VPPStatsIOError: - if retries > 10: - return None - retries += 1 - - def get_err_counter(self, name): - """Get an error counter. The errors from each worker thread - are summed""" - return sum(self.get_counter(name)) + self.refresh() + self.connected = True def disconnect(self): - try: - self.api.stat_segment_disconnect_r(self.client) - self.api.stat_client_free(self.client) + '''Disconnect from stats segment''' + if self.connected: + self.statseg.close() self.connected = False - del self.client - except AttributeError: - # no need to disconnect if we're not connected - pass + + @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] + + @property + def error_vector(self): + '''Get pointer of error vector''' + return self.shared_headerfmt.unpack_from(self.statseg)[5] + + elementfmt = 'IQ128s' + + def refresh(self): + '''Refresh directory vector cache (epoch changed)''' + directory = {} + with self.lock: + for direntry in 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]) + self.last_epoch = self.epoch + self.directory = directory + + # Cache the error index vectors + self.error_vectors = [] + for threads in StatsVector(self, self.error_vector, 'P'): + self.error_vectors.append(StatsVector(self, threads[0], 'Q')) + + def __getitem__(self, item): + if not self.connected: + self.connect() + if self.last_epoch != self.epoch: + self.refresh() + with self.lock: + return self.directory[item].get_counter(self) + + def __iter__(self): + return iter(self.directory.items()) def set_errors(self): - '''Return all errors counters > 0''' - retries = 0 - while True: - try: - error_names = self.ls(['/err/']) - error_counters = self.dump(error_names) - break - except VPPStatsIOError: - if retries > 10: - return None - retries += 1 - - return {k: sum(error_counters[k]) - for k in error_counters.keys() if sum(error_counters[k])} + '''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 = {} + with self.lock: + for k, entry in errors.items(): + total = 0 + i = entry.value + for per_thread in self.error_vectors: + total += per_thread[i] + if total: + result[k] = total + return result def set_errors_str(self): '''Return all errors counters > 0 pretty printed''' - s = ['ERRORS:'] + error_string = ['ERRORS:'] error_counters = self.set_errors() for k in sorted(error_counters): - s.append('{:<60}{:>10}'.format(k, error_counters[k])) - return '%s\n' % '\n'.join(s) + error_string.append('{:<60}{:>10}'.format(k, error_counters[k])) + return '%s\n' % '\n'.join(error_string) + + def get_counter(self, name): + '''Alternative call to __getitem__''' + return self.__getitem__(name) + + def get_err_counter(self, name): + '''Return a single value (sum of all threads)''' + if not self.connected: + self.connect() + return sum(self.directory[name].get_counter(self)) + + def ls(self, patterns): + '''Returns list of counters matching pattern''' + # pylint: disable=invalid-name + if not self.connected: + self.connect() + regex = [re.compile(i) for i in patterns] + return [k for k, v in self.directory.items() + if any(re.match(pattern, k) for pattern in regex)] + + def dump(self, counters): + '''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) + 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.error + elif stattype == 5: + self.function = self.name + 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 error(self, stats): + '''Error counter''' + counter = SimpleList() + for clist in stats.error_vectors: + counter.append(clist[self.value]) + return counter + + def name(self, stats): + '''Name counter''' + counter = [] + for name in StatsVector(stats, self.value, 'P'): + counter.append(get_string(stats, name[0])) + return counter + + def get_counter(self, stats): + '''Return a list of counters''' + 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']) + print('Set Errors', self.stat.set_errors()) + 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_err_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_error(self): + '''Test the error vector''' + + print('/err/ethernet-input', self.stat['/err/ethernet-input/no error']) + print('/err/nat44-ei-ha/pkts-processed', self.stat['/err/nat44-ei-ha/pkts-processed']) + print('/err/ethernet-input', self.stat.get_err_counter('/err/ethernet-input/no error')) + print('/err/ethernet-input', self.stat['/err/ethernet-input/no error'].sum()) + + 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) + +if __name__ == '__main__': + import cProfile + from pstats import Stats + + unittest.main() |