import os import re import subprocess import time from builtins import object, range, str from idf_iperf_test_util import LineChart from tiny_test_fw import DUT, Utility try: from typing import Any, Tuple except ImportError: # Only used for type annotations pass # configurations TEST_TIME = TEST_TIMEOUT = 66 WAIT_AP_POWER_ON_TIMEOUT = 90 SCAN_TIMEOUT = 3 SCAN_RETRY_COUNT = 3 # constants FAILED_TO_SCAN_RSSI = -97 INVALID_HEAP_SIZE = 0xFFFFFFFF PC_IPERF_TEMP_LOG_FILE = '.tmp_iperf.log' class TestResult(object): """ record, analysis test result and convert data to output format """ PC_BANDWIDTH_LOG_PATTERN = re.compile(r'(\d+\.\d+)\s*-\s*(\d+.\d+)\s+sec\s+[\d.]+\s+MBytes\s+([\d.]+)\s+Mbits\/sec') DUT_BANDWIDTH_LOG_PATTERN = re.compile(r'(\d+)-\s+(\d+)\s+sec\s+([\d.]+)\s+Mbits/sec') ZERO_POINT_THRESHOLD = -88 # RSSI, dbm ZERO_THROUGHPUT_THRESHOLD = -92 # RSSI, dbm BAD_POINT_RSSI_THRESHOLD = -75 # RSSI, dbm BAD_POINT_MIN_THRESHOLD = 10 # Mbps BAD_POINT_PERCENTAGE_THRESHOLD = 0.3 # we need at least 1/2 valid points to qualify the test result THROUGHPUT_QUALIFY_COUNT = TEST_TIME // 2 RSSI_RANGE = [-x for x in range(10, 100)] ATT_RANGE = [x for x in range(0, 64)] def __init__(self, proto, direction, config_name): # type: (str, str, str) -> None self.proto = proto self.direction = direction self.config_name = config_name self.throughput_by_rssi = dict() # type: dict self.throughput_by_att = dict() # type: dict self.att_rssi_map = dict() # type: dict self.heap_size = INVALID_HEAP_SIZE self.error_list = [] # type: list[str] def _save_result(self, throughput, ap_ssid, att, rssi, heap_size): # type: (float, str, int, int, str) -> None """ save the test results: * record the better throughput if att/rssi is the same. * record the min heap size. """ if ap_ssid not in self.att_rssi_map: # for new ap, create empty dict() self.throughput_by_att[ap_ssid] = dict() self.throughput_by_rssi[ap_ssid] = dict() self.att_rssi_map[ap_ssid] = dict() self.att_rssi_map[ap_ssid][att] = rssi def record_throughput(database, key_value): # type: (dict, int) -> None try: # we save the larger value for same att if throughput > database[ap_ssid][key_value]: database[ap_ssid][key_value] = throughput except KeyError: database[ap_ssid][key_value] = throughput record_throughput(self.throughput_by_att, att) record_throughput(self.throughput_by_rssi, rssi) if int(heap_size) < self.heap_size: self.heap_size = int(heap_size) def add_result(self, raw_data, ap_ssid, att, rssi, heap_size): # type: (str, str, int, int, str) -> float """ add result for one test :param raw_data: iperf raw data :param ap_ssid: ap ssid that tested :param att: attenuate value :param rssi: AP RSSI :param heap_size: min heap size during test :return: throughput """ fall_to_0_recorded = 0 throughput_list = [] max_throughput = 0.0 result_list = self.PC_BANDWIDTH_LOG_PATTERN.findall(raw_data) if not result_list: # failed to find raw data by PC pattern, it might be DUT pattern result_list = self.DUT_BANDWIDTH_LOG_PATTERN.findall(raw_data) for result in result_list: t_start = float(result[0]) t_end = float(result[1]) throughput = float(result[2]) if int(t_end - t_start) != 1: # this could be summary, ignore this continue throughput_list.append(throughput) max_throughput = max(max_throughput, throughput) if throughput == 0 and rssi > self.ZERO_POINT_THRESHOLD \ and fall_to_0_recorded < 1: # throughput fall to 0 error. we only record 1 records for one test self.error_list.append('[Error][fall to 0][{}][att: {}][rssi: {}]: 0 throughput interval: {}-{}' .format(ap_ssid, att, rssi, result[0], result[1])) fall_to_0_recorded += 1 if len(throughput_list) < self.THROUGHPUT_QUALIFY_COUNT: self.error_list.append('[Error][Fatal][{}][att: {}][rssi: {}]: Only {} throughput values found, expected at least {}' .format(ap_ssid, att, rssi, len(throughput_list), self.THROUGHPUT_QUALIFY_COUNT)) max_throughput = 0.0 if max_throughput == 0 and rssi > self.ZERO_THROUGHPUT_THRESHOLD: self.error_list.append('[Error][Fatal][{}][att: {}][rssi: {}]: No throughput data found' .format(ap_ssid, att, rssi)) self._save_result(max_throughput, ap_ssid, att, rssi, heap_size) return max_throughput def post_analysis(self): # type: () -> None """ some rules need to be checked after we collected all test raw data: 1. throughput value 30% worse than the next point with lower RSSI 2. throughput value 30% worse than the next point with larger attenuate """ def analysis_bad_point(data, index_type): # type: (dict, str) -> None for ap_ssid in data: result_dict = data[ap_ssid] index_list = list(result_dict.keys()) index_list.sort() if index_type == 'att': index_list.reverse() for i, index_value in enumerate(index_list[1:]): if index_value < self.BAD_POINT_RSSI_THRESHOLD or \ result_dict[index_list[i]] < self.BAD_POINT_MIN_THRESHOLD: continue _percentage = result_dict[index_value] / result_dict[index_list[i]] if _percentage < 1 - self.BAD_POINT_PERCENTAGE_THRESHOLD: self.error_list.append('[Error][Bad point][{}][{}: {}]: drop {:.02f}%' .format(ap_ssid, index_type, index_value, (1 - _percentage) * 100)) analysis_bad_point(self.throughput_by_rssi, 'rssi') analysis_bad_point(self.throughput_by_att, 'att') def draw_throughput_figure(self, path, ap_ssid, draw_type): # type: (str, str, str) -> str """ :param path: folder to save figure. make sure the folder is already created. :param ap_ssid: ap ssid string or a list of ap ssid string :param draw_type: "att" or "rssi" :return: file_name """ if draw_type == 'rssi': type_name = 'RSSI' data = self.throughput_by_rssi range_list = self.RSSI_RANGE elif draw_type == 'att': type_name = 'Att' data = self.throughput_by_att range_list = self.ATT_RANGE else: raise AssertionError('draw type not supported') if isinstance(ap_ssid, list): file_name = 'ThroughputVs{}_{}_{}.html'.format(type_name, self.proto, self.direction) else: file_name = 'ThroughputVs{}_{}_{}.html'.format(type_name, self.proto, self.direction) LineChart.draw_line_chart(os.path.join(path, file_name), 'Throughput Vs {} ({} {})'.format(type_name, self.proto, self.direction), '{} (dbm)'.format(type_name), 'Throughput (Mbps)', data, range_list) return file_name def draw_rssi_vs_att_figure(self, path, ap_ssid): # type: (str, str) -> str """ :param path: folder to save figure. make sure the folder is already created. :param ap_ssid: ap to use :return: file_name """ if isinstance(ap_ssid, list): file_name = 'AttVsRSSI.html' else: file_name = 'AttVsRSSI.html' LineChart.draw_line_chart(os.path.join(path, file_name), 'Att Vs RSSI', 'Att (dbm)', 'RSSI (dbm)', self.att_rssi_map, self.ATT_RANGE) return file_name def get_best_throughput(self): # type: () -> Any """ get the best throughput during test """ best_for_aps = [max(self.throughput_by_att[ap_ssid].values()) for ap_ssid in self.throughput_by_att] return max(best_for_aps) def __str__(self): # type: () -> str """ returns summary for this test: 1. test result (success or fail) 2. best performance for each AP 3. min free heap size during test """ if self.throughput_by_att: ret = '[{}_{}][{}]: {}\r\n\r\n'.format(self.proto, self.direction, self.config_name, 'Fail' if self.error_list else 'Success') ret += 'Performance for each AP:\r\n' for ap_ssid in self.throughput_by_att: ret += '[{}]: {:.02f} Mbps\r\n'.format(ap_ssid, max(self.throughput_by_att[ap_ssid].values())) if self.heap_size != INVALID_HEAP_SIZE: ret += 'Minimum heap size: {}'.format(self.heap_size) else: ret = '' return ret class IperfTestUtility(object): """ iperf test implementation """ def __init__(self, dut, config_name, ap_ssid, ap_password, pc_nic_ip, pc_iperf_log_file, test_result=None): # type: (str, str, str, str, str, str, Any) -> None self.config_name = config_name self.dut = dut self.pc_iperf_log_file = pc_iperf_log_file self.ap_ssid = ap_ssid self.ap_password = ap_password self.pc_nic_ip = pc_nic_ip self.fail_to_scan = 0 self.lowest_rssi_scanned = 0 if test_result: self.test_result = test_result else: self.test_result = { 'tcp_tx': TestResult('tcp', 'tx', config_name), 'tcp_rx': TestResult('tcp', 'rx', config_name), 'udp_tx': TestResult('udp', 'tx', config_name), 'udp_rx': TestResult('udp', 'rx', config_name), } def setup(self): # type: (Any) -> Tuple[str,int] """ setup iperf test: 1. kill current iperf process 2. reboot DUT (currently iperf is not very robust, need to reboot DUT) 3. scan to get AP RSSI 4. connect to AP """ try: subprocess.check_output('sudo killall iperf 2>&1 > /dev/null', shell=True) except subprocess.CalledProcessError: pass time.sleep(5) self.dut.write('restart') self.dut.expect_any('iperf>', 'esp32>') self.dut.write('scan {}'.format(self.ap_ssid)) for _ in range(SCAN_RETRY_COUNT): try: rssi = int(self.dut.expect(re.compile(r'\[{}]\[rssi=(-\d+)]'.format(self.ap_ssid)), timeout=SCAN_TIMEOUT)[0]) break except DUT.ExpectTimeout: continue else: raise AssertionError('Failed to scan AP') self.dut.write('sta {} {}'.format(self.ap_ssid, self.ap_password)) dut_ip = self.dut.expect(re.compile(r'sta ip: ([\d.]+), mask: ([\d.]+), gw: ([\d.]+)'))[0] return dut_ip, rssi def _save_test_result(self, test_case, raw_data, att, rssi, heap_size): # type: (str, str, int, int, int) -> Any return self.test_result[test_case].add_result(raw_data, self.ap_ssid, att, rssi, heap_size) def _test_once(self, proto, direction, bw_limit): # type: (Any, str, str, int) -> Tuple[str, int, int] """ do measure once for one type """ # connect and scan to get RSSI dut_ip, rssi = self.setup() assert direction in ['rx', 'tx'] assert proto in ['tcp', 'udp'] # run iperf test if direction == 'tx': with open(PC_IPERF_TEMP_LOG_FILE, 'w') as f: if proto == 'tcp': process = subprocess.Popen(['iperf', '-s', '-B', self.pc_nic_ip, '-t', str(TEST_TIME), '-i', '1', '-f', 'm'], stdout=f, stderr=f) if bw_limit > 0: self.dut.write('iperf -c {} -i 1 -t {} -b {}'.format(self.pc_nic_ip, TEST_TIME, bw_limit)) else: self.dut.write('iperf -c {} -i 1 -t {}'.format(self.pc_nic_ip, TEST_TIME)) else: process = subprocess.Popen(['iperf', '-s', '-u', '-B', self.pc_nic_ip, '-t', str(TEST_TIME), '-i', '1', '-f', 'm'], stdout=f, stderr=f) if bw_limit > 0: self.dut.write('iperf -c {} -u -i 1 -t {} -b {}'.format(self.pc_nic_ip, TEST_TIME, bw_limit)) else: self.dut.write('iperf -c {} -u -i 1 -t {}'.format(self.pc_nic_ip, TEST_TIME)) for _ in range(TEST_TIMEOUT): if process.poll() is not None: break time.sleep(1) else: process.terminate() with open(PC_IPERF_TEMP_LOG_FILE, 'r') as f: pc_raw_data = server_raw_data = f.read() else: with open(PC_IPERF_TEMP_LOG_FILE, 'w') as f: if proto == 'tcp': self.dut.write('iperf -s -i 1 -t {}'.format(TEST_TIME)) # wait until DUT TCP server created try: self.dut.expect('iperf tcp server create successfully', timeout=1) except DUT.ExpectTimeout: # compatible with old iperf example binary Utility.console_log('create iperf tcp server fail') if bw_limit > 0: process = subprocess.Popen(['iperf', '-c', dut_ip, '-b', str(bw_limit) + 'm', '-t', str(TEST_TIME), '-f', 'm'], stdout=f, stderr=f) else: process = subprocess.Popen(['iperf', '-c', dut_ip, '-t', str(TEST_TIME), '-f', 'm'], stdout=f, stderr=f) for _ in range(TEST_TIMEOUT): if process.poll() is not None: break time.sleep(1) else: process.terminate() else: self.dut.write('iperf -s -u -i 1 -t {}'.format(TEST_TIME)) # wait until DUT TCP server created try: self.dut.expect('iperf udp server create successfully', timeout=1) except DUT.ExpectTimeout: # compatible with old iperf example binary Utility.console_log('create iperf udp server fail') if bw_limit > 0: process = subprocess.Popen(['iperf', '-c', dut_ip, '-u', '-b', str(bw_limit) + 'm', '-t', str(TEST_TIME), '-f', 'm'], stdout=f, stderr=f) for _ in range(TEST_TIMEOUT): if process.poll() is not None: break time.sleep(1) else: process.terminate() else: for bandwidth in range(50, 101, 5): process = subprocess.Popen(['iperf', '-c', dut_ip, '-u', '-b', str(bandwidth) + 'm', '-t', str(TEST_TIME / 11), '-f', 'm'], stdout=f, stderr=f) for _ in range(TEST_TIMEOUT): if process.poll() is not None: break time.sleep(1) else: process.terminate() server_raw_data = self.dut.read() with open(PC_IPERF_TEMP_LOG_FILE, 'r') as f: pc_raw_data = f.read() # save PC iperf logs to console with open(self.pc_iperf_log_file, 'a+') as f: f.write('## [{}] `{}`\r\n##### {}' .format(self.config_name, '{}_{}'.format(proto, direction), time.strftime('%m-%d %H:%M:%S', time.localtime(time.time())))) f.write('\r\n```\r\n\r\n' + pc_raw_data + '\r\n```\r\n') self.dut.write('heap') heap_size = self.dut.expect(re.compile(r'min heap size: (\d+)\D'))[0] # return server raw data (for parsing test results) and RSSI return server_raw_data, rssi, heap_size def run_test(self, proto, direction, atten_val, bw_limit): # type: (str, str, int, int) -> None """ run test for one type, with specified atten_value and save the test result :param proto: tcp or udp :param direction: tx or rx :param atten_val: attenuate value """ rssi = FAILED_TO_SCAN_RSSI heap_size = INVALID_HEAP_SIZE try: server_raw_data, rssi, heap_size = self._test_once(proto, direction, bw_limit) throughput = self._save_test_result('{}_{}'.format(proto, direction), server_raw_data, atten_val, rssi, heap_size) Utility.console_log('[{}][{}_{}][{}][{}]: {:.02f}' .format(self.config_name, proto, direction, rssi, self.ap_ssid, throughput)) self.lowest_rssi_scanned = min(self.lowest_rssi_scanned, rssi) except (ValueError, IndexError): self._save_test_result('{}_{}'.format(proto, direction), '', atten_val, rssi, heap_size) Utility.console_log('Fail to get throughput results.') except AssertionError: self.fail_to_scan += 1 Utility.console_log('Fail to scan AP.') def run_all_cases(self, atten_val, bw_limit): # type: (int, int) -> None """ run test for all types (udp_tx, udp_rx, tcp_tx, tcp_rx). :param atten_val: attenuate value """ self.run_test('tcp', 'tx', atten_val, bw_limit) self.run_test('tcp', 'rx', atten_val, bw_limit) self.run_test('udp', 'tx', atten_val, bw_limit) self.run_test('udp', 'rx', atten_val, bw_limit) if self.fail_to_scan > 10: Utility.console_log( 'Fail to scan AP for more than 10 times. Lowest RSSI scanned is {}'.format(self.lowest_rssi_scanned)) raise AssertionError def wait_ap_power_on(self): # type: (Any) -> bool """ AP need to take sometime to power on. It changes for different APs. This method will scan to check if the AP powers on. :return: True or False """ self.dut.write('restart') self.dut.expect_any('iperf>', 'esp32>') for _ in range(WAIT_AP_POWER_ON_TIMEOUT // SCAN_TIMEOUT): try: self.dut.write('scan {}'.format(self.ap_ssid)) self.dut.expect(re.compile(r'\[{}]\[rssi=(-\d+)]'.format(self.ap_ssid)), timeout=SCAN_TIMEOUT) ret = True break except DUT.ExpectTimeout: pass else: ret = False return ret