-# Copyright (c) 2016 Cisco and/or its affiliates.
+# 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:
"""Performance testing traffic generator library."""
+import time
+
from robot.api import logger
+from robot.libraries.BuiltIn import BuiltIn
+
+from .Constants import Constants
+from .CpuUtils import CpuUtils
+from .DropRateSearch import DropRateSearch
+from .MLRsearch.AbstractMeasurer import AbstractMeasurer
+from .MLRsearch.MultipleLossRatioSearch import MultipleLossRatioSearch
+from .MLRsearch.ReceiveRateMeasurement import ReceiveRateMeasurement
+from .PLRsearch.PLRsearch import PLRsearch
+from .OptionString import OptionString
+from .ssh import exec_cmd_no_error, exec_cmd
+from .topology import NodeType
+from .topology import NodeSubTypeTG
+from .topology import Topology
+
+__all__ = [u"TGDropRateSearchImpl", u"TrafficGenerator", u"OptimizedSearch"]
+
+
+def check_subtype(node):
+ """Return supported subtype of given node, or raise an exception.
+
+ Currently only one subtype is supported,
+ but we want our code to be ready for other ones.
-from resources.libraries.python.ssh import SSH
-from resources.libraries.python.topology import NodeType
-from resources.libraries.python.topology import NodeSubTypeTG
-from resources.libraries.python.topology import Topology
+ :param node: Topology node to check. Can be None.
+ :type node: dict or NoneType
+ :returns: Subtype detected.
+ :rtype: NodeSubTypeTG
+ :raises RuntimeError: If node is not supported, message explains how.
+ """
+ if node.get(u"type") is None:
+ msg = u"Node type is not defined"
+ elif node[u"type"] != NodeType.TG:
+ msg = f"Node type is {node[u'type']!r}, not a TG"
+ elif node.get(u"subtype") is None:
+ msg = u"TG subtype is not defined"
+ elif node[u"subtype"] != NodeSubTypeTG.TREX:
+ msg = f"TG subtype {node[u'subtype']!r} is not supported"
+ else:
+ return NodeSubTypeTG.TREX
+ raise RuntimeError(msg)
-__all__ = ['TrafficGenerator']
-class TrafficGenerator(object):
- """Traffic Generator"""
+class TGDropRateSearchImpl(DropRateSearch):
+ """Drop Rate Search implementation."""
- ROBOT_LIBRARY_SCOPE = 'TEST SUITE'
+ # def __init__(self):
+ # super(TGDropRateSearchImpl, self).__init__()
+
+ def measure_loss(
+ self, rate, frame_size, loss_acceptance, loss_acceptance_type,
+ traffic_profile):
+ """Runs the traffic and evaluate the measured results.
+
+ :param rate: Offered traffic load.
+ :param frame_size: Size of frame.
+ :param loss_acceptance: Permitted drop ratio or frames count.
+ :param loss_acceptance_type: Type of permitted loss.
+ :param traffic_profile: Module name as a traffic profile identifier.
+ See GPL/traffic_profiles/trex for implemented modules.
+ :type rate: float
+ :type frame_size: str
+ :type loss_acceptance: float
+ :type loss_acceptance_type: LossAcceptanceType
+ :type traffic_profile: str
+ :returns: Drop threshold exceeded? (True/False)
+ :rtype: bool
+ :raises NotImplementedError: If TG is not supported.
+ :raises RuntimeError: If TG is not specified.
+ """
+ # we need instance of TrafficGenerator instantiated by Robot Framework
+ # to be able to use trex_stl-*()
+ tg_instance = BuiltIn().get_library_instance(
+ u"resources.libraries.python.TrafficGenerator"
+ )
+ subtype = check_subtype(tg_instance.node)
+ if subtype == NodeSubTypeTG.TREX:
+ unit_rate = str(rate) + self.get_rate_type_str()
+ tg_instance.trex_stl_start_remote_exec(
+ self.get_duration(), unit_rate, frame_size, traffic_profile
+ )
+ loss = tg_instance.get_loss()
+ sent = tg_instance.get_sent()
+ if self.loss_acceptance_type_is_percentage():
+ loss = (float(loss) / float(sent)) * 100
+ logger.trace(
+ f"comparing: {loss} < {loss_acceptance} {loss_acceptance_type}"
+ )
+ return float(loss) <= float(loss_acceptance)
+ return False
+
+ def get_latency(self):
+ """Returns min/avg/max latency.
+
+ :returns: Latency stats.
+ :rtype: list
+ """
+ tg_instance = BuiltIn().get_library_instance(
+ u"resources.libraries.python.TrafficGenerator"
+ )
+ return tg_instance.get_latency_int()
+
+
+class TrexMode:
+ """Defines mode of T-Rex traffic generator."""
+ # Advanced stateful mode
+ ASTF = u"ASTF"
+ # Stateless mode
+ STL = u"STL"
+
+
+# TODO: Pylint says too-many-instance-attributes.
+class TrafficGenerator(AbstractMeasurer):
+ """Traffic Generator."""
+
+ # TODO: Remove "trex" from lines which could work with other TGs.
+
+ # Use one instance of TrafficGenerator for all tests in test suite
+ ROBOT_LIBRARY_SCOPE = u"TEST SUITE"
def __init__(self):
+ # TODO: Separate into few dataclasses/dicts.
+ # Pylint dislikes large unstructured state, and it is right.
+ self._node = None
+ self._mode = None
+ # TG interface order mapping
+ self._ifaces_reordered = False
+ # Result holding fields, to be removed.
self._result = None
self._loss = None
self._sent = None
+ self._latency = None
self._received = None
- #T-REX interface order mapping
- self._ifaces_reordered = 0
-
- def initialize_traffic_generator(self, tg_node, tg_if1, tg_if2,
- dut1_node, dut1_if1, dut1_if2,
- dut2_node, dut2_if1, dut2_if2,
- test_type):
- """TG initialization
- :param tg_node: Traffic generator node
- :param tg_if1: TG - name of first interface
- :param tg_if2: TG - name of second interface
- :param dut1_node: DUT1 node
- :param dut1_if1: DUT1 - name of first interface
- :param dut1_if2: DUT1 - name of second interface
- :param dut2_node: DUT2 node
- :param dut2_if1: DUT2 - name of first interface
- :param dut2_if2: DUT2 - name of second interface
- :test_type: 'L2' or 'L3' - src/dst MAC address
+ self._approximated_rate = None
+ self._approximated_duration = None
+ self._l7_data = None
+ # Measurement input fields, needed for async stop result.
+ self._start_time = None
+ self._stop_time = None
+ self._rate = None
+ self._target_duration = None
+ self._duration = None
+ # Other input parameters, not knowable from measure() signature.
+ self.frame_size = None
+ self.traffic_profile = None
+ self.traffic_directions = None
+ self.negative_loss = None
+ self.use_latency = None
+ self.ppta = None
+ self.resetter = None
+ self.transaction_scale = None
+ self.transaction_duration = None
+ self.sleep_till_duration = None
+ self.transaction_type = None
+ self.duration_limit = None
+ self.ramp_up_start = None
+ self.ramp_up_stop = None
+ self.ramp_up_rate = None
+ self.ramp_up_duration = None
+ self.state_timeout = None
+ # Transient data needed for async measurements.
+ self._xstats = (None, None)
+ # TODO: Rename "xstats" to something opaque, so T-Rex is not privileged?
+
+ @property
+ def node(self):
+ """Getter.
+
+ :returns: Traffic generator node.
+ :rtype: dict
+ """
+ return self._node
+
+ def get_loss(self):
+ """Return number of lost packets.
+
+ :returns: Number of lost packets.
+ :rtype: str
+ """
+ return self._loss
+
+ def get_sent(self):
+ """Return number of sent packets.
+
+ :returns: Number of sent packets.
+ :rtype: str
+ """
+ return self._sent
+
+ def get_received(self):
+ """Return number of received packets.
+
+ :returns: Number of received packets.
+ :rtype: str
+ """
+ return self._received
+
+ def get_latency_int(self):
+ """Return rounded min/avg/max latency.
+
+ :returns: Latency stats.
+ :rtype: list
+ """
+ return self._latency
+
+ def get_approximated_rate(self):
+ """Return approximated rate computed as ratio of transmitted packets
+ over duration of trial.
+
+ :returns: Approximated rate.
+ :rtype: str
+ """
+ return self._approximated_rate
+
+ def get_l7_data(self):
+ """Return L7 data.
+
+ :returns: Number of received packets.
+ :rtype: dict
+ """
+ return self._l7_data
+
+ def check_mode(self, expected_mode):
+ """Check TG mode.
+
+ :param expected_mode: Expected traffic generator mode.
+ :type expected_mode: object
+ :raises RuntimeError: In case of unexpected TG mode.
+ """
+ if self._mode == expected_mode:
+ return
+ raise RuntimeError(
+ f"{self._node[u'subtype']} not running in {expected_mode} mode!"
+ )
+
+ # TODO: pylint says disable=too-many-locals.
+ def initialize_traffic_generator(
+ self, tg_node, tg_if1, tg_if2, tg_if1_adj_node, tg_if1_adj_if,
+ tg_if2_adj_node, tg_if2_adj_if, osi_layer, tg_if1_dst_mac=None,
+ tg_if2_dst_mac=None):
+ """TG initialization.
+
+ TODO: Document why do we need (and how do we use) _ifaces_reordered.
+
+ :param tg_node: Traffic generator node.
+ :param tg_if1: TG - name of first interface.
+ :param tg_if2: TG - name of second interface.
+ :param tg_if1_adj_node: TG if1 adjecent node.
+ :param tg_if1_adj_if: TG if1 adjecent interface.
+ :param tg_if2_adj_node: TG if2 adjecent node.
+ :param tg_if2_adj_if: TG if2 adjecent interface.
+ :param osi_layer: 'L2', 'L3' or 'L7' - OSI Layer testing type.
+ :param tg_if1_dst_mac: Interface 1 destination MAC address.
+ :param tg_if2_dst_mac: Interface 2 destination MAC address.
:type tg_node: dict
:type tg_if1: str
:type tg_if2: str
- :type dut1_node: dict
- :type dut1_if1: str
- :type dut1_if2: str
- :type dut2_node: dict
- :type dut2_if1: str
- :type dut2_if2: str
- :type test_type: str
- :return: nothing
- """
-
- trex_path = "/opt/trex-core-1.91"
-
- topo = Topology()
-
- if tg_node['type'] != NodeType.TG:
- raise Exception('Node type is not a TG')
- if tg_node['subtype'] == NodeSubTypeTG.TREX:
- ssh = SSH()
- ssh.connect(tg_node)
-
- if1_pci = topo.get_interface_pci_addr(tg_node, tg_if1)
- if2_pci = topo.get_interface_pci_addr(tg_node, tg_if2)
- if1_mac = topo.get_interface_mac(tg_node, tg_if1)
- if2_mac = topo.get_interface_mac(tg_node, tg_if2)
-
- if test_type == 'L2':
- if1_adj_mac = if2_mac
- if2_adj_mac = if1_mac
- elif test_type == 'L3':
- if1_adj_mac = topo.get_interface_mac(dut1_node, dut1_if1)
- if2_adj_mac = topo.get_interface_mac(dut2_node, dut2_if2)
+ :type tg_if1_adj_node: dict
+ :type tg_if1_adj_if: str
+ :type tg_if2_adj_node: dict
+ :type tg_if2_adj_if: str
+ :type osi_layer: str
+ :type tg_if1_dst_mac: str
+ :type tg_if2_dst_mac: str
+ :returns: nothing
+ :raises RuntimeError: In case of issue during initialization.
+ """
+ subtype = check_subtype(tg_node)
+ if subtype == NodeSubTypeTG.TREX:
+ self._node = tg_node
+ self._mode = TrexMode.ASTF if osi_layer == u"L7" else TrexMode.STL
+ if1 = dict()
+ if2 = dict()
+ if1[u"pci"] = Topology().get_interface_pci_addr(self._node, tg_if1)
+ if2[u"pci"] = Topology().get_interface_pci_addr(self._node, tg_if2)
+ if1[u"addr"] = Topology().get_interface_mac(self._node, tg_if1)
+ if2[u"addr"] = Topology().get_interface_mac(self._node, tg_if2)
+
+ if osi_layer == u"L2":
+ if1[u"adj_addr"] = if2[u"addr"]
+ if2[u"adj_addr"] = if1[u"addr"]
+ elif osi_layer in (u"L3", u"L7"):
+ if1[u"adj_addr"] = Topology().get_interface_mac(
+ tg_if1_adj_node, tg_if1_adj_if
+ )
+ if2[u"adj_addr"] = Topology().get_interface_mac(
+ tg_if2_adj_node, tg_if2_adj_if
+ )
+ else:
+ raise ValueError(u"Unknown OSI layer!")
+
+ # in case of switched environment we can override MAC addresses
+ if tg_if1_dst_mac is not None and tg_if2_dst_mac is not None:
+ if1[u"adj_addr"] = tg_if1_dst_mac
+ if2[u"adj_addr"] = tg_if2_dst_mac
+
+ if min(if1[u"pci"], if2[u"pci"]) != if1[u"pci"]:
+ if1, if2 = if2, if1
+ self._ifaces_reordered = True
+
+ master_thread_id, latency_thread_id, socket, threads = \
+ CpuUtils.get_affinity_trex(
+ self._node, tg_if1, tg_if2,
+ tg_dtc=Constants.TREX_CORE_COUNT)
+
+ if osi_layer in (u"L2", u"L3", u"L7"):
+ exec_cmd_no_error(
+ self._node,
+ f"sh -c 'cat << EOF > /etc/trex_cfg.yaml\n"
+ f"- version: 2\n"
+ f" c: {len(threads)}\n"
+ f" limit_memory: {Constants.TREX_LIMIT_MEMORY}\n"
+ f" interfaces: [\"{if1[u'pci']}\",\"{if2[u'pci']}\"]\n"
+ f" port_info:\n"
+ f" - dest_mac: \'{if1[u'adj_addr']}\'\n"
+ f" src_mac: \'{if1[u'addr']}\'\n"
+ f" - dest_mac: \'{if2[u'adj_addr']}\'\n"
+ f" src_mac: \'{if2[u'addr']}\'\n"
+ f" platform :\n"
+ f" master_thread_id: {master_thread_id}\n"
+ f" latency_thread_id: {latency_thread_id}\n"
+ f" dual_if:\n"
+ f" - socket: {socket}\n"
+ f" threads: {threads}\n"
+ f"EOF'",
+ sudo=True, message=u"T-Rex config generation!"
+ )
else:
- raise Exception("test_type unknown")
-
- if min(if1_pci, if2_pci) != if1_pci:
- if1_mac, if2_mac = if2_mac, if1_mac
- if1_pci, if2_pci = if2_pci, if1_pci
- if1_adj_mac, if2_adj_mac = if2_adj_mac, if1_adj_mac
- self._ifaces_reordered = 1
-
- if1_mac_hex = "0x"+if1_mac.replace(":", ",0x")
- if2_mac_hex = "0x"+if2_mac.replace(":", ",0x")
- if1_adj_mac_hex = "0x"+if1_adj_mac.replace(":", ",0x")
- if2_adj_mac_hex = "0x"+if2_adj_mac.replace(":", ",0x")
-
- (ret, stdout, stderr) = ssh.exec_command(
- "sudo sh -c 'cat << EOF > /etc/trex_cfg.yaml\n"
- "- port_limit : 2\n"
- " version : 2\n"
- " interfaces : [\"{}\",\"{}\"]\n"
- " port_info :\n"
- " - dest_mac : [{}]\n"
- " src_mac : [{}]\n"
- " - dest_mac : [{}]\n"
- " src_mac : [{}]\n"
- "EOF'"\
- .format(if1_pci, if2_pci,
- if1_adj_mac_hex, if1_mac_hex,
- if2_adj_mac_hex, if2_mac_hex))
- if int(ret) != 0:
- logger.error("failed to create t-rex config: {}"\
- .format(stdout + stderr))
- raise RuntimeError('trex config generation error')
-
- (ret, stdout, stderr) = ssh.exec_command(
- "sh -c 'cd {0}/scripts/ && "
- "sudo ./trex-cfg'"\
- .format(trex_path))
- if int(ret) != 0:
- logger.error('trex-cfg failed: {0}'.format(stdout + stderr))
- raise RuntimeError('trex-cfg failed')
-
- (ret, _, _) = ssh.exec_command(
- "sh -c 'cd {0}/scripts/ && "
- "sudo nohup ./t-rex-64 -i -c 4 --iom 0 > /dev/null 2>&1 &'"
- "> /dev/null"\
- .format(trex_path))
- if int(ret) != 0:
- raise RuntimeError('t-rex-64 startup failed')
+ raise ValueError(u"Unknown OSI layer!")
+
+ TrafficGenerator.startup_trex(
+ self._node, osi_layer, subtype=subtype
+ )
+
+ @staticmethod
+ def startup_trex(tg_node, osi_layer, subtype=None):
+ """Startup sequence for the TRex traffic generator.
+
+ :param tg_node: Traffic generator node.
+ :param osi_layer: 'L2', 'L3' or 'L7' - OSI Layer testing type.
+ :param subtype: Traffic generator sub-type.
+ :type tg_node: dict
+ :type osi_layer: str
+ :type subtype: NodeSubTypeTG
+ :raises RuntimeError: If T-Rex startup failed.
+ :raises ValueError: If OSI layer is not supported.
+ """
+ if not subtype:
+ subtype = check_subtype(tg_node)
+ if subtype == NodeSubTypeTG.TREX:
+ for _ in range(0, 3):
+ # Kill TRex only if it is already running.
+ cmd = u"sh -c \"pgrep t-rex && pkill t-rex && sleep 3 || true\""
+ exec_cmd_no_error(
+ tg_node, cmd, sudo=True, message=u"Kill TRex failed!"
+ )
+
+ # Configure TRex.
+ ports = ''
+ for port in tg_node[u"interfaces"].values():
+ if u'Mellanox' not in port.get(u'model'):
+ ports += f" {port.get(u'pci_address')}"
+
+ cmd = f"sh -c \"cd {Constants.TREX_INSTALL_DIR}/scripts/ && " \
+ f"./dpdk_nic_bind.py -u {ports} || true\""
+ exec_cmd_no_error(
+ tg_node, cmd, sudo=True,
+ message=u"Unbind PCI ports from driver failed!"
+ )
+
+ # Start TRex.
+ cd_cmd = f"cd '{Constants.TREX_INSTALL_DIR}/scripts/'"
+ trex_cmd = OptionString([u"nohup", u"./t-rex-64"])
+ trex_cmd.add(u"-i")
+ trex_cmd.add(u"--prefix $(hostname)")
+ trex_cmd.add(u"--hdrh")
+ trex_cmd.add(u"--no-scapy-server")
+ trex_cmd.add_if(u"--astf", osi_layer == u"L7")
+ # OptionString does not create double space if extra is empty.
+ trex_cmd.add(f"{Constants.TREX_EXTRA_CMDLINE}")
+ inner_command = f"{cd_cmd} && {trex_cmd} > /tmp/trex.log 2>&1 &"
+ cmd = f"sh -c \"{inner_command}\" > /dev/null"
+ try:
+ exec_cmd_no_error(tg_node, cmd, sudo=True)
+ except RuntimeError:
+ cmd = u"sh -c \"cat /tmp/trex.log\""
+ exec_cmd_no_error(
+ tg_node, cmd, sudo=True,
+ message=u"Get TRex logs failed!"
+ )
+ raise RuntimeError(u"Start TRex failed!")
+
+ # Test T-Rex API responsiveness.
+ cmd = f"python3 {Constants.REMOTE_FW_DIR}/GPL/tools/trex/"
+ if osi_layer in (u"L2", u"L3"):
+ cmd += u"trex_stl_assert.py"
+ elif osi_layer == u"L7":
+ cmd += u"trex_astf_assert.py"
+ else:
+ raise ValueError(u"Unknown OSI layer!")
+ try:
+ exec_cmd_no_error(
+ tg_node, cmd, sudo=True,
+ message=u"T-Rex API is not responding!", retries=20
+ )
+ except RuntimeError:
+ continue
+ return
+ # After max retries TRex is still not responding to API critical
+ # error occurred.
+ exec_cmd(tg_node, u"cat /tmp/trex.log", sudo=True)
+ raise RuntimeError(u"Start T-Rex failed after multiple retries!")
+
+ @staticmethod
+ def is_trex_running(node):
+ """Check if T-Rex is running using pidof.
+
+ :param node: Traffic generator node.
+ :type node: dict
+ :returns: True if T-Rex is running otherwise False.
+ :rtype: bool
+ """
+ ret, _, _ = exec_cmd(node, u"pgrep t-rex", sudo=True)
+ return bool(int(ret) == 0)
@staticmethod
def teardown_traffic_generator(node):
- """TG teardown
- :param node: Traffic generator node
+ """TG teardown.
+
+ :param node: Traffic generator node.
:type node: dict
- :return: nothing
- """
-
- if node['type'] != NodeType.TG:
- raise Exception('Node type is not a TG')
- if node['subtype'] == NodeSubTypeTG.TREX:
- ssh = SSH()
- ssh.connect(node)
- (ret, stdout, stderr) = ssh.exec_command(
- "sh -c 'sudo pkill t-rex'")
- if int(ret) != 0:
- logger.error('pkill t-rex failed: {0}'.format(stdout + stderr))
- raise RuntimeError('pkill t-rex failed')
-
- def send_traffic_on(self, nodes_info, duration, rate,
- framesize, traffic_type):
- """Send traffic from all configured interfaces on TG
- :param nodes_info: Dictionary containing information on all nodes
- in topology.
- :param duration: Duration of test traffic generation in seconds
- :param rate: Offered load per interface (e.g. 1%, 3gbps, 4mpps, ...)
- :param framesize: Frame size (L2) in Bytes
- :param traffic_type: Traffic profile
- :type nodes_info: dict
- :type duration: str
- :type rate: str
- :type framesize: str
- :type traffic_type: str
- :return: TG output
- :rtype: str
+ :returns: nothing
+ :raises RuntimeError: If node type is not a TG,
+ or if T-Rex teardown fails.
+ """
+ subtype = check_subtype(node)
+ if subtype == NodeSubTypeTG.TREX:
+ exec_cmd_no_error(
+ node,
+ u"sh -c "
+ u"\"if pgrep t-rex; then sudo pkill t-rex && sleep 3; fi\"",
+ sudo=False,
+ message=u"T-Rex kill failed!"
+ )
+
+ def trex_astf_stop_remote_exec(self, node):
+ """Execute T-Rex ASTF script on remote node over ssh to stop running
+ traffic.
+
+ Internal state is updated with measurement results.
+
+ :param node: T-Rex generator node.
+ :type node: dict
+ :raises RuntimeError: If stop traffic script fails.
+ """
+ command_line = OptionString().add(u"python3")
+ dirname = f"{Constants.REMOTE_FW_DIR}/GPL/tools/trex"
+ command_line.add(f"'{dirname}/trex_astf_stop.py'")
+ command_line.change_prefix(u"--")
+ for index, value in enumerate(self._xstats):
+ if value is not None:
+ value = value.replace(u"'", u"\"")
+ command_line.add_equals(f"xstat{index}", f"'{value}'")
+ stdout, _ = exec_cmd_no_error(
+ node, command_line,
+ message=u"T-Rex ASTF runtime error!"
+ )
+ self._parse_traffic_results(stdout)
+
+ def trex_stl_stop_remote_exec(self, node):
+ """Execute T-Rex STL script on remote node over ssh to stop running
+ traffic.
+
+ Internal state is updated with measurement results.
+
+ :param node: T-Rex generator node.
+ :type node: dict
+ :raises RuntimeError: If stop traffic script fails.
"""
+ command_line = OptionString().add(u"python3")
+ dirname = f"{Constants.REMOTE_FW_DIR}/GPL/tools/trex"
+ command_line.add(f"'{dirname}/trex_stl_stop.py'")
+ command_line.change_prefix(u"--")
+ for index, value in enumerate(self._xstats):
+ if value is not None:
+ value = value.replace(u"'", u"\"")
+ command_line.add_equals(f"xstat{index}", f"'{value}'")
+ stdout, _ = exec_cmd_no_error(
+ node, command_line,
+ message=u"T-Rex STL runtime error!"
+ )
+ self._parse_traffic_results(stdout)
+
+ def stop_traffic_on_tg(self):
+ """Stop all traffic on TG.
+
+ :returns: Structure containing the result of the measurement.
+ :rtype: ReceiveRateMeasurement
+ :raises ValueError: If TG traffic profile is not supported.
+ """
+ subtype = check_subtype(self._node)
+ if subtype != NodeSubTypeTG.TREX:
+ raise ValueError(f"Unsupported TG subtype: {subtype!r}")
+ if u"trex-astf" in self.traffic_profile:
+ self.trex_astf_stop_remote_exec(self._node)
+ elif u"trex-stl" in self.traffic_profile:
+ self.trex_stl_stop_remote_exec(self._node)
+ else:
+ raise ValueError(u"Unsupported T-Rex traffic profile!")
+ self._stop_time = time.monotonic()
+
+ return self._get_measurement_result()
+
+ def _compute_duration(self, duration, multiplier):
+ """Compute duration for profile driver.
+
+ The final result is influenced by transaction scale and duration limit.
+ It is assumed a higher level function has already set those to self.
+ The duration argument is the target value from search point of view,
+ before the overrides are applied here.
- node = nodes_info["TG"]
-
- if node['type'] != NodeType.TG:
- raise Exception('Node type is not a TG')
-
- if node['subtype'] is None:
- raise Exception('TG subtype not defined')
-
- ssh = SSH()
- ssh.connect(node)
-
- if node['subtype'] == NodeSubTypeTG.TREX:
-
- _p0 = 1
- _p1 = 2
-
- if self._ifaces_reordered != 0:
- _p0, _p1 = _p1, _p0
-
- if traffic_type in ["3-node-xconnect", "3-node-bridge"]:
- (ret, stdout, stderr) = ssh.exec_command(
- "sh -c '/tmp/openvpp-testing/resources/tools/t-rex/"
- "t-rex-stateless.py "
- "-d {0} -r {1} -s {2} "
- "--p{3}_src_start_ip 10.10.10.1 "
- "--p{3}_src_end_ip 10.10.10.254 "
- "--p{3}_dst_start_ip 20.20.20.1 "
- "--p{4}_src_start_ip 20.20.20.1 "
- "--p{4}_src_end_ip 20.20.20.254 "
- "--p{4}_dst_start_ip 10.10.10.1'".\
- format(duration, rate, framesize, _p0, _p1),\
- timeout=int(duration)+60)
- elif traffic_type in ["3-node-IPv4"]:
- (ret, stdout, stderr) = ssh.exec_command(
- "sh -c '/tmp/openvpp-testing/resources/tools/t-rex/"
- "t-rex-stateless.py "
- "-d {0} -r {1} -s {2} "
- "--p{3}_src_start_ip 10.10.10.2 "
- "--p{3}_src_end_ip 10.10.10.254 "
- "--p{3}_dst_start_ip 20.20.20.2 "
- "--p{4}_src_start_ip 20.20.20.2 "
- "--p{4}_src_end_ip 20.20.20.254 "
- "--p{4}_dst_start_ip 10.10.10.2'".\
- format(duration, rate, framesize, _p0, _p1),\
- timeout=int(duration)+60)
+ Minus one (signalling async traffic start) is kept.
+
+ Completeness flag is also included. Duration limited or async trials
+ are not considered complete for ramp-up purposes.
+
+ :param duration: Time expressed in seconds for how long to send traffic.
+ :param multiplier: Traffic rate in transactions per second.
+ :type duration: float
+ :type multiplier: float
+ :returns: New duration and whether it was a complete ramp-up candidate.
+ :rtype: float, bool
+ """
+ if duration < 0.0:
+ # Keep the async -1.
+ return duration, False
+ computed_duration = duration
+ if self.transaction_scale:
+ computed_duration = self.transaction_scale / multiplier
+ # Log the computed duration,
+ # so we can compare with what telemetry suggests
+ # the real duration was.
+ logger.debug(f"Expected duration {computed_duration}")
+ computed_duration += 0.1115
+ if not self.duration_limit:
+ return computed_duration, True
+ limited_duration = min(computed_duration, self.duration_limit)
+ return limited_duration, (limited_duration == computed_duration)
+
+ def trex_astf_start_remote_exec(
+ self, duration, multiplier, async_call=False):
+ """Execute T-Rex ASTF script on remote node over ssh to start running
+ traffic.
+
+ In sync mode, measurement results are stored internally.
+ In async mode, initial data including xstats are stored internally.
+
+ This method contains the logic to compute duration as maximum time
+ if transaction_scale is nonzero.
+ The transaction_scale argument defines (limits) how many transactions
+ will be started in total. As that amount of transaction can take
+ considerable time (sometimes due to explicit delays in the profile),
+ the real time a trial needs to finish is computed here. For now,
+ in that case the duration argument is ignored, assuming it comes
+ from ASTF-unaware search algorithm. The overall time a single
+ transaction needs is given in parameter transaction_duration,
+ it includes both explicit delays and implicit time it takes
+ to transfer data (or whatever the transaction does).
+
+ Currently it is observed TRex does not start the ASTF traffic
+ immediately, an ad-hoc constant is added to the computed duration
+ to compensate for that.
+
+ If transaction_scale is zero, duration is not recomputed.
+ It is assumed the subsequent result parsing gets the real duration
+ if the traffic stops sooner for any reason.
+
+ Currently, it is assumed traffic profile defines a single transaction.
+ To avoid heavy logic here, the input rate is expected to be in
+ transactions per second, as that directly translates to TRex multiplier,
+ (assuming the profile does not override the default cps value of one).
+
+ :param duration: Time expressed in seconds for how long to send traffic.
+ :param multiplier: Traffic rate in transactions per second.
+ :param async_call: If enabled then don't wait for all incoming traffic.
+ :type duration: float
+ :type multiplier: int
+ :type async_call: bool
+ :raises RuntimeError: In case of T-Rex driver issue.
+ """
+ self.check_mode(TrexMode.ASTF)
+ p_0, p_1 = (1, 0) if self._ifaces_reordered else (0, 1)
+ if not isinstance(duration, (float, int)):
+ duration = float(duration)
+
+ # TODO: Refactor the code so duration is computed only once,
+ # and both the initial and the computed durations are logged.
+ computed_duration, _ = self._compute_duration(duration, multiplier)
+
+ command_line = OptionString().add(u"python3")
+ dirname = f"{Constants.REMOTE_FW_DIR}/GPL/tools/trex"
+ command_line.add(f"'{dirname}/trex_astf_profile.py'")
+ command_line.change_prefix(u"--")
+ dirname = f"{Constants.REMOTE_FW_DIR}/GPL/traffic_profiles/trex"
+ command_line.add_with_value(
+ u"profile", f"'{dirname}/{self.traffic_profile}.py'"
+ )
+ command_line.add_with_value(u"duration", f"{computed_duration!r}")
+ command_line.add_with_value(u"frame_size", self.frame_size)
+ command_line.add_with_value(u"multiplier", multiplier)
+ command_line.add_with_value(u"port_0", p_0)
+ command_line.add_with_value(u"port_1", p_1)
+ command_line.add_with_value(
+ u"traffic_directions", self.traffic_directions
+ )
+ command_line.add_if(u"async_start", async_call)
+ command_line.add_if(u"latency", self.use_latency)
+ command_line.add_if(u"force", Constants.TREX_SEND_FORCE)
+
+ self._start_time = time.monotonic()
+ self._rate = multiplier
+ stdout, _ = exec_cmd_no_error(
+ self._node, command_line, timeout=computed_duration + 10.0,
+ message=u"T-Rex ASTF runtime error!"
+ )
+
+ if async_call:
+ # no result
+ self._target_duration = None
+ self._duration = None
+ self._received = None
+ self._sent = None
+ self._loss = None
+ self._latency = None
+ xstats = [None, None]
+ self._l7_data = dict()
+ self._l7_data[u"client"] = dict()
+ self._l7_data[u"client"][u"active_flows"] = None
+ self._l7_data[u"client"][u"established_flows"] = None
+ self._l7_data[u"client"][u"traffic_duration"] = None
+ self._l7_data[u"server"] = dict()
+ self._l7_data[u"server"][u"active_flows"] = None
+ self._l7_data[u"server"][u"established_flows"] = None
+ self._l7_data[u"server"][u"traffic_duration"] = None
+ if u"udp" in self.traffic_profile:
+ self._l7_data[u"client"][u"udp"] = dict()
+ self._l7_data[u"client"][u"udp"][u"connects"] = None
+ self._l7_data[u"client"][u"udp"][u"closed_flows"] = None
+ self._l7_data[u"client"][u"udp"][u"err_cwf"] = None
+ self._l7_data[u"server"][u"udp"] = dict()
+ self._l7_data[u"server"][u"udp"][u"accepted_flows"] = None
+ self._l7_data[u"server"][u"udp"][u"closed_flows"] = None
+ elif u"tcp" in self.traffic_profile:
+ self._l7_data[u"client"][u"tcp"] = dict()
+ self._l7_data[u"client"][u"tcp"][u"initiated_flows"] = None
+ self._l7_data[u"client"][u"tcp"][u"connects"] = None
+ self._l7_data[u"client"][u"tcp"][u"closed_flows"] = None
+ self._l7_data[u"client"][u"tcp"][u"connattempt"] = None
+ self._l7_data[u"server"][u"tcp"] = dict()
+ self._l7_data[u"server"][u"tcp"][u"accepted_flows"] = None
+ self._l7_data[u"server"][u"tcp"][u"connects"] = None
+ self._l7_data[u"server"][u"tcp"][u"closed_flows"] = None
else:
- raise NotImplementedError('Unsupported traffic type')
+ logger.warn(u"Unsupported T-Rex ASTF traffic profile!")
+ index = 0
+ for line in stdout.splitlines():
+ if f"Xstats snapshot {index}: " in line:
+ xstats[index] = line[19:]
+ index += 1
+ if index == 2:
+ break
+ self._xstats = tuple(xstats)
+ else:
+ self._target_duration = duration
+ self._duration = computed_duration
+ self._parse_traffic_results(stdout)
+
+ def trex_stl_start_remote_exec(self, duration, rate, async_call=False):
+ """Execute T-Rex STL script on remote node over ssh to start running
+ traffic.
+
+ In sync mode, measurement results are stored internally.
+ In async mode, initial data including xstats are stored internally.
+
+ Mode-unaware code (e.g. in search algorithms) works with transactions.
+ To keep the logic simple, multiplier is set to that value.
+ As bidirectional traffic profiles send packets in both directions,
+ they are treated as transactions with two packets (one per direction).
+
+ :param duration: Time expressed in seconds for how long to send traffic.
+ :param rate: Traffic rate in transactions per second.
+ :param async_call: If enabled then don't wait for all incoming traffic.
+ :type duration: float
+ :type rate: str
+ :type async_call: bool
+ :raises RuntimeError: In case of T-Rex driver issue.
+ """
+ self.check_mode(TrexMode.STL)
+ p_0, p_1 = (1, 0) if self._ifaces_reordered else (0, 1)
+ if not isinstance(duration, (float, int)):
+ duration = float(duration)
+
+ # TODO: Refactor the code so duration is computed only once,
+ # and both the initial and the computed durations are logged.
+ duration, _ = self._compute_duration(duration=duration, multiplier=rate)
+ command_line = OptionString().add(u"python3")
+ dirname = f"{Constants.REMOTE_FW_DIR}/GPL/tools/trex"
+ command_line.add(f"'{dirname}/trex_stl_profile.py'")
+ command_line.change_prefix(u"--")
+ dirname = f"{Constants.REMOTE_FW_DIR}/GPL/traffic_profiles/trex"
+ command_line.add_with_value(
+ u"profile", f"'{dirname}/{self.traffic_profile}.py'"
+ )
+ command_line.add_with_value(u"duration", f"{duration!r}")
+ command_line.add_with_value(u"frame_size", self.frame_size)
+ command_line.add_with_value(u"rate", f"{rate!r}")
+ command_line.add_with_value(u"port_0", p_0)
+ command_line.add_with_value(u"port_1", p_1)
+ command_line.add_with_value(
+ u"traffic_directions", self.traffic_directions
+ )
+ command_line.add_if(u"async_start", async_call)
+ command_line.add_if(u"latency", self.use_latency)
+ command_line.add_if(u"force", Constants.TREX_SEND_FORCE)
+
+ # TODO: This is ugly. Handle parsing better.
+ self._start_time = time.monotonic()
+ self._rate = float(rate[:-3]) if u"pps" in rate else float(rate)
+ stdout, _ = exec_cmd_no_error(
+ self._node, command_line, timeout=int(duration) + 60,
+ message=u"T-Rex STL runtime error"
+ )
+
+ if async_call:
+ # no result
+ self._target_duration = None
+ self._duration = None
+ self._received = None
+ self._sent = None
+ self._loss = None
+ self._latency = None
+
+ xstats = [None, None]
+ index = 0
+ for line in stdout.splitlines():
+ if f"Xstats snapshot {index}: " in line:
+ xstats[index] = line[19:]
+ index += 1
+ if index == 2:
+ break
+ self._xstats = tuple(xstats)
else:
- raise NotImplementedError("TG subtype not supported")
+ self._target_duration = duration
+ self._duration = duration
+ self._parse_traffic_results(stdout)
+
+ def send_traffic_on_tg(
+ self,
+ duration,
+ rate,
+ frame_size,
+ traffic_profile,
+ async_call=False,
+ ppta=1,
+ traffic_directions=2,
+ transaction_duration=0.0,
+ transaction_scale=0,
+ transaction_type=u"packet",
+ duration_limit=0.0,
+ use_latency=False,
+ ramp_up_rate=None,
+ ramp_up_duration=None,
+ state_timeout=300.0,
+ ramp_up_only=False,
+ ):
+ """Send traffic from all configured interfaces on TG.
+
+ In async mode, xstats is stored internally,
+ to enable getting correct result when stopping the traffic.
+ In both modes, stdout is returned,
+ but _parse_traffic_results only works in sync output.
+
+ Note that traffic generator uses DPDK driver which might
+ reorder port numbers based on wiring and PCI numbering.
+ This method handles that, so argument values are invariant,
+ but you can see swapped valued in debug logs.
+
+ When transaction_scale is specified, the duration value is ignored
+ and the needed time is computed. For cases where this results in
+ to too long measurement (e.g. teardown trial with small rate),
+ duration_limit is applied (of non-zero), so the trial is stopped sooner.
+
+ Bidirectional STL profiles are treated as transactions with two packets.
+
+ The return value is None for async.
+
+ :param duration: Duration of test traffic generation in seconds.
+ :param rate: Traffic rate in transactions per second.
+ :param frame_size: Frame size (L2) in Bytes.
+ :param traffic_profile: Module name as a traffic profile identifier.
+ See GPL/traffic_profiles/trex for implemented modules.
+ :param async_call: Async mode.
+ :param ppta: Packets per transaction, aggregated over directions.
+ Needed for udp_pps which does not have a good transaction counter,
+ so we need to compute expected number of packets.
+ Default: 1.
+ :param traffic_directions: Traffic is bi- (2) or uni- (1) directional.
+ Default: 2
+ :param transaction_duration: Total expected time to close transaction.
+ :param transaction_scale: Number of transactions to perform.
+ 0 (default) means unlimited.
+ :param transaction_type: An identifier specifying which counters
+ and formulas to use when computing attempted and failed
+ transactions. Default: "packet".
+ :param duration_limit: Zero or maximum limit for computed (or given)
+ duration.
+ :param use_latency: Whether to measure latency during the trial.
+ Default: False.
+ :param ramp_up_rate: Rate to use in ramp-up trials [pps].
+ :param ramp_up_duration: Duration of ramp-up trials [s].
+ :param state_timeout: Time of life of DUT state [s].
+ :param ramp_up_only: If true, do not perform main trial measurement.
+ :type duration: float
+ :type rate: float
+ :type frame_size: str
+ :type traffic_profile: str
+ :type async_call: bool
+ :type ppta: int
+ :type traffic_directions: int
+ :type transaction_duration: float
+ :type transaction_scale: int
+ :type transaction_type: str
+ :type duration_limit: float
+ :type use_latency: bool
+ :type ramp_up_rate: float
+ :type ramp_up_duration: float
+ :type state_timeout: float
+ :type ramp_up_only: bool
+ :returns: TG results.
+ :rtype: ReceiveRateMeasurement or None
+ :raises ValueError: If TG traffic profile is not supported.
+ """
+ self.set_rate_provider_defaults(
+ frame_size=frame_size,
+ traffic_profile=traffic_profile,
+ ppta=ppta,
+ traffic_directions=traffic_directions,
+ transaction_duration=transaction_duration,
+ transaction_scale=transaction_scale,
+ transaction_type=transaction_type,
+ duration_limit=duration_limit,
+ use_latency=use_latency,
+ ramp_up_rate=ramp_up_rate,
+ ramp_up_duration=ramp_up_duration,
+ state_timeout=state_timeout,
+ )
+ return self._send_traffic_on_tg_with_ramp_up(
+ duration=duration,
+ rate=rate,
+ async_call=async_call,
+ ramp_up_only=ramp_up_only,
+ )
+
+ def _send_traffic_on_tg_internal(
+ self, duration, rate, async_call=False):
+ """Send traffic from all configured interfaces on TG.
+
+ This is an internal function, it assumes set_rate_provider_defaults
+ has been called to remember most values.
+ The reason why need to remember various values is that
+ the traffic can be asynchronous, and parsing needs those values.
+ The reason why this is is a separate function from the one
+ which calls set_rate_provider_defaults is that some search algorithms
+ need to specify their own values, and we do not want the measure call
+ to overwrite them with defaults.
+
+ This function is used both for automated ramp-up trials
+ and for explicitly called trials.
+
+ :param duration: Duration of test traffic generation in seconds.
+ :param rate: Traffic rate in transactions per second.
+ :param async_call: Async mode.
+ :type duration: float
+ :type rate: float
+ :type async_call: bool
+ :returns: TG results.
+ :rtype: ReceiveRateMeasurement or None
+ :raises ValueError: If TG traffic profile is not supported.
+ """
+ subtype = check_subtype(self._node)
+ if subtype == NodeSubTypeTG.TREX:
+ if u"trex-astf" in self.traffic_profile:
+ self.trex_astf_start_remote_exec(
+ duration, float(rate), async_call
+ )
+ elif u"trex-stl" in self.traffic_profile:
+ unit_rate_str = str(rate) + u"pps"
+ # TODO: Suport transaction_scale et al?
+ self.trex_stl_start_remote_exec(
+ duration, unit_rate_str, async_call
+ )
+ else:
+ raise ValueError(u"Unsupported T-Rex traffic profile!")
+
+ return None if async_call else self._get_measurement_result()
+
+ def _send_traffic_on_tg_with_ramp_up(
+ self, duration, rate, async_call=False, ramp_up_only=False):
+ """Send traffic from all interfaces on TG, maybe after ramp-up.
+
+ This is an internal function, it assumes set_rate_provider_defaults
+ has been called to remember most values.
+ The reason why need to remember various values is that
+ the traffic can be asynchronous, and parsing needs those values.
+ The reason why this is a separate function from the one
+ which calls set_rate_provider_defaults is that some search algorithms
+ need to specify their own values, and we do not want the measure call
+ to overwrite them with defaults.
+
+ If ramp-up tracking is detected, a computation is performed,
+ and if state timeout is near, trial at ramp-up rate and duration
+ is inserted before the main trial measurement.
+
+ The ramp_up_only parameter forces a ramp-up without immediate
+ trial measurement, which is useful in case self remembers
+ a previous ramp-up trial that belongs to a different test (phase).
- logger.trace(ret)
- logger.trace(stdout)
- logger.trace(stderr)
+ Return None if trial is async or ramp-up only.
- for line in stdout.splitlines():
- pass
+ :param duration: Duration of test traffic generation in seconds.
+ :param rate: Traffic rate in transactions per second.
+ :param async_call: Async mode.
+ :param ramp_up_only: If true, do not perform main trial measurement.
+ :type duration: float
+ :type rate: float
+ :type async_call: bool
+ :type ramp_up_only: bool
+ :returns: TG results.
+ :rtype: ReceiveRateMeasurement or None
+ :raises ValueError: If TG traffic profile is not supported.
+ """
+ complete = False
+ if self.ramp_up_rate:
+ # Figure out whether we need to insert a ramp-up trial.
+ # TODO: Give up on async_call=True?
+ if self.ramp_up_start is None:
+ # We never ramped up yet.
+ ramp_up_needed = True
+ else:
+ # We ramped up before, but maybe it was too long ago.
+ # Adding a constant overhead to be safe.
+ time_now = time.monotonic() + 1.0
+ computed_duration, complete = self._compute_duration(
+ duration=duration,
+ multiplier=rate,
+ )
+ # There are two conditions for inserting ramp-up.
+ # If early sessions are expiring already,
+ # or if late sessions are to expire before measurement is over.
+ ramp_up_start_delay = time_now - self.ramp_up_start
+ ramp_up_stop_delay = time_now - self.ramp_up_stop
+ ramp_up_stop_delay += computed_duration
+ bigger_delay = max(ramp_up_start_delay, ramp_up_stop_delay)
+ # Final boolean decision.
+ ramp_up_needed = (bigger_delay >= self.state_timeout)
+ if ramp_up_needed:
+ logger.debug(
+ u"State may time out during next real trial, "
+ u"inserting a ramp-up trial."
+ )
+ self.ramp_up_start = time.monotonic()
+ self._send_traffic_on_tg_internal(
+ duration=self.ramp_up_duration,
+ rate=self.ramp_up_rate,
+ async_call=async_call,
+ )
+ self.ramp_up_stop = time.monotonic()
+ logger.debug(u"Ramp-up done.")
+ else:
+ logger.debug(
+ u"State will probably not time out during next real trial, "
+ u"no ramp-up trial needed just yet."
+ )
+ if ramp_up_only:
+ return None
+ trial_start = time.monotonic()
+ result = self._send_traffic_on_tg_internal(
+ duration=duration,
+ rate=rate,
+ async_call=async_call,
+ )
+ trial_end = time.monotonic()
+ if self.ramp_up_rate:
+ # Optimization: No loss acts as a good ramp-up, if it was complete.
+ if complete and result is not None and result.loss_count == 0:
+ logger.debug(u"Good trial acts as a ramp-up")
+ self.ramp_up_start = trial_start
+ self.ramp_up_stop = trial_end
+ else:
+ logger.debug(u"Loss or incomplete, does not act as a ramp-up.")
+ return result
+
+ def no_traffic_loss_occurred(self):
+ """Fail if loss occurred in traffic run.
- self._result = line
- logger.info('TrafficGen result: {0}'.format(self._result))
+ :returns: nothing
+ :raises Exception: If loss occured.
+ """
+ if self._loss is None:
+ raise RuntimeError(u"The traffic generation has not been issued")
+ if self._loss != u"0":
+ raise RuntimeError(f"Traffic loss occurred: {self._loss}")
- self._loss = self._result.split(', ')[3].split('=')[1]
+ def fail_if_no_traffic_forwarded(self):
+ """Fail if no traffic forwarded.
- return self._result
+ TODO: Check number of passed transactions instead.
- def no_traffic_loss_occured(self):
- """Fail is loss occured in traffic run
- :return: nothing
+ :returns: nothing
+ :raises Exception: If no traffic forwarded.
"""
+ if self._received is None:
+ raise RuntimeError(u"The traffic generation has not been issued")
+ if self._received == u"0":
+ raise RuntimeError(u"No traffic forwarded")
+
+ def partial_traffic_loss_accepted(
+ self, loss_acceptance, loss_acceptance_type):
+ """Fail if loss is higher then accepted in traffic run.
+ :param loss_acceptance: Permitted drop ratio or frames count.
+ :param loss_acceptance_type: Type of permitted loss.
+ :type loss_acceptance: float
+ :type loss_acceptance_type: LossAcceptanceType
+ :returns: nothing
+ :raises Exception: If loss is above acceptance criteria.
+ """
if self._loss is None:
- raise Exception('The traffic generation has not been issued')
- if self._loss != '0':
- raise Exception('Traffic loss occured: {0}'.format(self._loss))
+ raise Exception(u"The traffic generation has not been issued")
+
+ if loss_acceptance_type == u"percentage":
+ loss = (float(self._loss) / float(self._sent)) * 100
+ elif loss_acceptance_type == u"frames":
+ loss = float(self._loss)
+ else:
+ raise Exception(u"Loss acceptance type not supported")
+
+ if loss > float(loss_acceptance):
+ raise Exception(
+ f"Traffic loss {loss} above loss acceptance: {loss_acceptance}"
+ )
+
+ def _parse_traffic_results(self, stdout):
+ """Parse stdout of scripts into fields of self.
+
+ Block of code to reuse, by sync start, or stop after async.
+
+ :param stdout: Text containing the standard output.
+ :type stdout: str
+ """
+ subtype = check_subtype(self._node)
+ if subtype == NodeSubTypeTG.TREX:
+ # Last line from console output
+ line = stdout.splitlines()[-1]
+ results = line.split(u";")
+ if results[-1] in (u" ", u""):
+ results.pop(-1)
+ self._result = dict()
+ for result in results:
+ key, value = result.split(u"=", maxsplit=1)
+ self._result[key.strip()] = value
+ logger.info(f"TrafficGen results:\n{self._result}")
+ self._received = int(self._result.get(u"total_received"), 0)
+ self._sent = int(self._result.get(u"total_sent", 0))
+ self._loss = int(self._result.get(u"frame_loss", 0))
+ self._approximated_duration = \
+ self._result.get(u"approximated_duration", 0.0)
+ if u"manual" not in str(self._approximated_duration):
+ self._approximated_duration = float(self._approximated_duration)
+ self._latency = list()
+ self._latency.append(self._result.get(u"latency_stream_0(usec)"))
+ self._latency.append(self._result.get(u"latency_stream_1(usec)"))
+ if self._mode == TrexMode.ASTF:
+ self._l7_data = dict()
+ self._l7_data[u"client"] = dict()
+ self._l7_data[u"client"][u"sent"] = \
+ int(self._result.get(u"client_sent", 0))
+ self._l7_data[u"client"][u"received"] = \
+ int(self._result.get(u"client_received", 0))
+ self._l7_data[u"client"][u"active_flows"] = \
+ int(self._result.get(u"client_active_flows", 0))
+ self._l7_data[u"client"][u"established_flows"] = \
+ int(self._result.get(u"client_established_flows", 0))
+ self._l7_data[u"client"][u"traffic_duration"] = \
+ float(self._result.get(u"client_traffic_duration", 0.0))
+ self._l7_data[u"client"][u"err_rx_throttled"] = \
+ int(self._result.get(u"client_err_rx_throttled", 0))
+ self._l7_data[u"client"][u"err_c_nf_throttled"] = \
+ int(self._result.get(u"client_err_nf_throttled", 0))
+ self._l7_data[u"client"][u"err_flow_overflow"] = \
+ int(self._result.get(u"client_err_flow_overflow", 0))
+ self._l7_data[u"server"] = dict()
+ self._l7_data[u"server"][u"active_flows"] = \
+ int(self._result.get(u"server_active_flows", 0))
+ self._l7_data[u"server"][u"established_flows"] = \
+ int(self._result.get(u"server_established_flows", 0))
+ self._l7_data[u"server"][u"traffic_duration"] = \
+ float(self._result.get(u"server_traffic_duration", 0.0))
+ self._l7_data[u"server"][u"err_rx_throttled"] = \
+ int(self._result.get(u"client_err_rx_throttled", 0))
+ if u"udp" in self.traffic_profile:
+ self._l7_data[u"client"][u"udp"] = dict()
+ self._l7_data[u"client"][u"udp"][u"connects"] = \
+ int(self._result.get(u"client_udp_connects", 0))
+ self._l7_data[u"client"][u"udp"][u"closed_flows"] = \
+ int(self._result.get(u"client_udp_closed", 0))
+ self._l7_data[u"client"][u"udp"][u"tx_bytes"] = \
+ int(self._result.get(u"client_udp_tx_bytes", 0))
+ self._l7_data[u"client"][u"udp"][u"rx_bytes"] = \
+ int(self._result.get(u"client_udp_rx_bytes", 0))
+ self._l7_data[u"client"][u"udp"][u"tx_packets"] = \
+ int(self._result.get(u"client_udp_tx_packets", 0))
+ self._l7_data[u"client"][u"udp"][u"rx_packets"] = \
+ int(self._result.get(u"client_udp_rx_packets", 0))
+ self._l7_data[u"client"][u"udp"][u"keep_drops"] = \
+ int(self._result.get(u"client_udp_keep_drops", 0))
+ self._l7_data[u"client"][u"udp"][u"err_cwf"] = \
+ int(self._result.get(u"client_err_cwf", 0))
+ self._l7_data[u"server"][u"udp"] = dict()
+ self._l7_data[u"server"][u"udp"][u"accepted_flows"] = \
+ int(self._result.get(u"server_udp_accepts", 0))
+ self._l7_data[u"server"][u"udp"][u"closed_flows"] = \
+ int(self._result.get(u"server_udp_closed", 0))
+ self._l7_data[u"server"][u"udp"][u"tx_bytes"] = \
+ int(self._result.get(u"server_udp_tx_bytes", 0))
+ self._l7_data[u"server"][u"udp"][u"rx_bytes"] = \
+ int(self._result.get(u"server_udp_rx_bytes", 0))
+ self._l7_data[u"server"][u"udp"][u"tx_packets"] = \
+ int(self._result.get(u"server_udp_tx_packets", 0))
+ self._l7_data[u"server"][u"udp"][u"rx_packets"] = \
+ int(self._result.get(u"server_udp_rx_packets", 0))
+ elif u"tcp" in self.traffic_profile:
+ self._l7_data[u"client"][u"tcp"] = dict()
+ self._l7_data[u"client"][u"tcp"][u"initiated_flows"] = \
+ int(self._result.get(u"client_tcp_connect_inits", 0))
+ self._l7_data[u"client"][u"tcp"][u"connects"] = \
+ int(self._result.get(u"client_tcp_connects", 0))
+ self._l7_data[u"client"][u"tcp"][u"closed_flows"] = \
+ int(self._result.get(u"client_tcp_closed", 0))
+ self._l7_data[u"client"][u"tcp"][u"connattempt"] = \
+ int(self._result.get(u"client_tcp_connattempt", 0))
+ self._l7_data[u"client"][u"tcp"][u"tx_bytes"] = \
+ int(self._result.get(u"client_tcp_tx_bytes", 0))
+ self._l7_data[u"client"][u"tcp"][u"rx_bytes"] = \
+ int(self._result.get(u"client_tcp_rx_bytes", 0))
+ self._l7_data[u"server"][u"tcp"] = dict()
+ self._l7_data[u"server"][u"tcp"][u"accepted_flows"] = \
+ int(self._result.get(u"server_tcp_accepts", 0))
+ self._l7_data[u"server"][u"tcp"][u"connects"] = \
+ int(self._result.get(u"server_tcp_connects", 0))
+ self._l7_data[u"server"][u"tcp"][u"closed_flows"] = \
+ int(self._result.get(u"server_tcp_closed", 0))
+ self._l7_data[u"server"][u"tcp"][u"tx_bytes"] = \
+ int(self._result.get(u"server_tcp_tx_bytes", 0))
+ self._l7_data[u"server"][u"tcp"][u"rx_bytes"] = \
+ int(self._result.get(u"server_tcp_rx_bytes", 0))
+
+ def _get_measurement_result(self):
+ """Return the result of last measurement as ReceiveRateMeasurement.
+
+ Separate function, as measurements can end either by time
+ or by explicit call, this is the common block at the end.
+
+ The target_tr field of ReceiveRateMeasurement is in
+ transactions per second. Transmit count and loss count units
+ depend on the transaction type. Usually they are in transactions
+ per second, or aggregate packets per second.
+
+ TODO: Fail on running or already reported measurement.
+
+ :returns: Structure containing the result of the measurement.
+ :rtype: ReceiveRateMeasurement
+ """
+ try:
+ # Client duration seems to include a setup period
+ # where TRex does not send any packets yet.
+ # Server duration does not include it.
+ server_data = self._l7_data[u"server"]
+ approximated_duration = float(server_data[u"traffic_duration"])
+ except (KeyError, AttributeError, ValueError, TypeError):
+ approximated_duration = None
+ try:
+ if not approximated_duration:
+ approximated_duration = float(self._approximated_duration)
+ except ValueError: # "manual"
+ approximated_duration = None
+ if not approximated_duration:
+ if self._duration and self._duration > 0:
+ # Known recomputed or target duration.
+ approximated_duration = self._duration
+ else:
+ # It was an explicit stop.
+ if not self._stop_time:
+ raise RuntimeError(u"Unable to determine duration.")
+ approximated_duration = self._stop_time - self._start_time
+ target_duration = self._target_duration
+ if not target_duration:
+ target_duration = approximated_duration
+ transmit_rate = self._rate
+ if self.transaction_type == u"packet":
+ partial_attempt_count = self._sent
+ expected_attempt_count = self._sent
+ fail_count = self._loss
+ elif self.transaction_type == u"udp_cps":
+ if not self.transaction_scale:
+ raise RuntimeError(u"Add support for no-limit udp_cps.")
+ partial_attempt_count = self._l7_data[u"client"][u"sent"]
+ # We do not care whether TG is slow, it should have attempted all.
+ expected_attempt_count = self.transaction_scale
+ pass_count = self._l7_data[u"client"][u"received"]
+ fail_count = expected_attempt_count - pass_count
+ elif self.transaction_type == u"tcp_cps":
+ if not self.transaction_scale:
+ raise RuntimeError(u"Add support for no-limit tcp_cps.")
+ ctca = self._l7_data[u"client"][u"tcp"][u"connattempt"]
+ partial_attempt_count = ctca
+ # We do not care whether TG is slow, it should have attempted all.
+ expected_attempt_count = self.transaction_scale
+ # From TCP point of view, server/connects counts full connections,
+ # but we are testing NAT session so client/connects counts that
+ # (half connections from TCP point of view).
+ pass_count = self._l7_data[u"client"][u"tcp"][u"connects"]
+ fail_count = expected_attempt_count - pass_count
+ elif self.transaction_type == u"udp_pps":
+ if not self.transaction_scale:
+ raise RuntimeError(u"Add support for no-limit udp_pps.")
+ partial_attempt_count = self._sent
+ expected_attempt_count = self.transaction_scale * self.ppta
+ fail_count = self._loss + (expected_attempt_count - self._sent)
+ elif self.transaction_type == u"tcp_pps":
+ if not self.transaction_scale:
+ raise RuntimeError(u"Add support for no-limit tcp_pps.")
+ partial_attempt_count = self._sent
+ expected_attempt_count = self.transaction_scale * self.ppta
+ # One loss-like scenario happens when TRex receives all packets
+ # on L2 level, but is not fast enough to process them all
+ # at L7 level, which leads to retransmissions.
+ # Those manifest as opackets larger than expected.
+ # A simple workaround is to add absolute difference.
+ # Probability of retransmissions exactly cancelling
+ # packets unsent due to duration stretching is quite low.
+ fail_count = self._loss + abs(expected_attempt_count - self._sent)
+ else:
+ raise RuntimeError(f"Unknown parsing {self.transaction_type!r}")
+ if fail_count < 0 and not self.negative_loss:
+ fail_count = 0
+ measurement = ReceiveRateMeasurement(
+ duration=target_duration,
+ target_tr=transmit_rate,
+ transmit_count=expected_attempt_count,
+ loss_count=fail_count,
+ approximated_duration=approximated_duration,
+ partial_transmit_count=partial_attempt_count,
+ )
+ measurement.latency = self.get_latency_int()
+ return measurement
+
+ def measure(self, duration, transmit_rate):
+ """Run trial measurement, parse and return results.
+
+ The input rate is for transactions. Stateles bidirectional traffic
+ is understood as sequence of (asynchronous) transactions,
+ two packets each.
+
+ The result units depend on test type, generally
+ the count either transactions or packets (aggregated over directions).
+
+ Optionally, this method sleeps if measurement finished before
+ the time specified as duration.
+
+ :param duration: Trial duration [s].
+ :param transmit_rate: Target rate in transactions per second.
+ :type duration: float
+ :type transmit_rate: float
+ :returns: Structure containing the result of the measurement.
+ :rtype: ReceiveRateMeasurement
+ :raises RuntimeError: If TG is not set or if node is not TG
+ or if subtype is not specified.
+ :raises NotImplementedError: If TG is not supported.
+ """
+ duration = float(duration)
+ time_start = time.monotonic()
+ time_stop = time_start + duration
+ if self.resetter:
+ self.resetter()
+ result = self._send_traffic_on_tg_with_ramp_up(
+ duration=duration,
+ rate=transmit_rate,
+ async_call=False,
+ )
+ logger.debug(f"trial measurement result: {result!r}")
+ # In PLRsearch, computation needs the specified time to complete.
+ if self.sleep_till_duration:
+ sleeptime = time_stop - time.monotonic()
+ if sleeptime > 0.0:
+ # TODO: Sometimes we have time to do additional trials here,
+ # adapt PLRsearch to accept all the results.
+ time.sleep(sleeptime)
+ return result
+
+ def set_rate_provider_defaults(
+ self,
+ frame_size,
+ traffic_profile,
+ ppta=1,
+ resetter=None,
+ traffic_directions=2,
+ transaction_duration=0.0,
+ transaction_scale=0,
+ transaction_type=u"packet",
+ duration_limit=0.0,
+ negative_loss=True,
+ sleep_till_duration=False,
+ use_latency=False,
+ ramp_up_rate=None,
+ ramp_up_duration=None,
+ state_timeout=300.0,
+ ):
+ """Store values accessed by measure().
+
+ :param frame_size: Frame size identifier or value [B].
+ :param traffic_profile: Module name as a traffic profile identifier.
+ See GPL/traffic_profiles/trex for implemented modules.
+ :param ppta: Packets per transaction, aggregated over directions.
+ Needed for udp_pps which does not have a good transaction counter,
+ so we need to compute expected number of packets.
+ Default: 1.
+ :param resetter: Callable to reset DUT state for repeated trials.
+ :param traffic_directions: Traffic from packet counting point of view
+ is bi- (2) or uni- (1) directional.
+ Default: 2
+ :param transaction_duration: Total expected time to close transaction.
+ :param transaction_scale: Number of transactions to perform.
+ 0 (default) means unlimited.
+ :param transaction_type: An identifier specifying which counters
+ and formulas to use when computing attempted and failed
+ transactions. Default: "packet".
+ TODO: Does this also specify parsing for the measured duration?
+ :param duration_limit: Zero or maximum limit for computed (or given)
+ duration.
+ :param negative_loss: If false, negative loss is reported as zero loss.
+ :param sleep_till_duration: If true and measurement returned faster,
+ sleep until it matches duration. Needed for PLRsearch.
+ :param use_latency: Whether to measure latency during the trial.
+ Default: False.
+ :param ramp_up_rate: Rate to use in ramp-up trials [pps].
+ :param ramp_up_duration: Duration of ramp-up trials [s].
+ :param state_timeout: Time of life of DUT state [s].
+ :type frame_size: str or int
+ :type traffic_profile: str
+ :type ppta: int
+ :type resetter: Optional[Callable[[], None]]
+ :type traffic_directions: int
+ :type transaction_duration: float
+ :type transaction_scale: int
+ :type transaction_type: str
+ :type duration_limit: float
+ :type negative_loss: bool
+ :type sleep_till_duration: bool
+ :type use_latency: bool
+ :type ramp_up_rate: float
+ :type ramp_up_duration: float
+ :type state_timeout: float
+ """
+ self.frame_size = frame_size
+ self.traffic_profile = str(traffic_profile)
+ self.resetter = resetter
+ self.ppta = ppta
+ self.traffic_directions = int(traffic_directions)
+ self.transaction_duration = float(transaction_duration)
+ self.transaction_scale = int(transaction_scale)
+ self.transaction_type = str(transaction_type)
+ self.duration_limit = float(duration_limit)
+ self.negative_loss = bool(negative_loss)
+ self.sleep_till_duration = bool(sleep_till_duration)
+ self.use_latency = bool(use_latency)
+ self.ramp_up_rate = float(ramp_up_rate)
+ self.ramp_up_duration = float(ramp_up_duration)
+ self.state_timeout = float(state_timeout)
+
+
+class OptimizedSearch:
+ """Class to be imported as Robot Library, containing search keywords.
+
+ Aside of setting up measurer and forwarding arguments,
+ the main business is to translate min/max rate from unidir to aggregate.
+ """
+
+ @staticmethod
+ def perform_optimized_ndrpdr_search(
+ frame_size,
+ traffic_profile,
+ minimum_transmit_rate,
+ maximum_transmit_rate,
+ packet_loss_ratio=0.005,
+ final_relative_width=0.005,
+ final_trial_duration=30.0,
+ initial_trial_duration=1.0,
+ number_of_intermediate_phases=2,
+ timeout=720.0,
+ doublings=1,
+ ppta=1,
+ resetter=None,
+ traffic_directions=2,
+ transaction_duration=0.0,
+ transaction_scale=0,
+ transaction_type=u"packet",
+ use_latency=False,
+ ramp_up_rate=None,
+ ramp_up_duration=None,
+ state_timeout=300.0,
+ ):
+ """Setup initialized TG, perform optimized search, return intervals.
+
+ If transaction_scale is nonzero, all non-init trial durations
+ are set to 2.0 (as they do not affect the real trial duration)
+ and zero intermediate phases are used.
+ The initial phase still uses 1.0 seconds, to force remeasurement.
+ That makes initial phase act as a warmup.
+
+ :param frame_size: Frame size identifier or value [B].
+ :param traffic_profile: Module name as a traffic profile identifier.
+ See GPL/traffic_profiles/trex for implemented modules.
+ :param minimum_transmit_rate: Minimal load in transactions per second.
+ :param maximum_transmit_rate: Maximal load in transactions per second.
+ :param packet_loss_ratio: Fraction of packets lost, for PDR [1].
+ :param final_relative_width: Final lower bound transmit rate
+ cannot be more distant that this multiple of upper bound [1].
+ :param final_trial_duration: Trial duration for the final phase [s].
+ :param initial_trial_duration: Trial duration for the initial phase
+ and also for the first intermediate phase [s].
+ :param number_of_intermediate_phases: Number of intermediate phases
+ to perform before the final phase [1].
+ :param timeout: The search will fail itself when not finished
+ before this overall time [s].
+ :param doublings: How many doublings to do in external search step.
+ Default 1 is suitable for fairly stable tests,
+ less stable tests might get better overal duration with 2 or more.
+ :param ppta: Packets per transaction, aggregated over directions.
+ Needed for udp_pps which does not have a good transaction counter,
+ so we need to compute expected number of packets.
+ Default: 1.
+ :param resetter: Callable to reset DUT state for repeated trials.
+ :param traffic_directions: Traffic is bi- (2) or uni- (1) directional.
+ Default: 2
+ :param transaction_duration: Total expected time to close transaction.
+ :param transaction_scale: Number of transactions to perform.
+ 0 (default) means unlimited.
+ :param transaction_type: An identifier specifying which counters
+ and formulas to use when computing attempted and failed
+ transactions. Default: "packet".
+ :param use_latency: Whether to measure latency during the trial.
+ Default: False.
+ :param ramp_up_rate: Rate to use in ramp-up trials [pps].
+ :param ramp_up_duration: Duration of ramp-up trials [s].
+ :param state_timeout: Time of life of DUT state [s].
+ :type frame_size: str or int
+ :type traffic_profile: str
+ :type minimum_transmit_rate: float
+ :type maximum_transmit_rate: float
+ :type packet_loss_ratio: float
+ :type final_relative_width: float
+ :type final_trial_duration: float
+ :type initial_trial_duration: float
+ :type number_of_intermediate_phases: int
+ :type timeout: float
+ :type doublings: int
+ :type ppta: int
+ :type resetter: Optional[Callable[[], None]]
+ :type traffic_directions: int
+ :type transaction_duration: float
+ :type transaction_scale: int
+ :type transaction_type: str
+ :type use_latency: bool
+ :type ramp_up_rate: float
+ :type ramp_up_duration: float
+ :type state_timeout: float
+ :returns: Structure containing narrowed down NDR and PDR intervals
+ and their measurements.
+ :rtype: NdrPdrResult
+ :raises RuntimeError: If total duration is larger than timeout.
+ """
+ # we need instance of TrafficGenerator instantiated by Robot Framework
+ # to be able to use trex_stl-*()
+ tg_instance = BuiltIn().get_library_instance(
+ u"resources.libraries.python.TrafficGenerator"
+ )
+ # Overrides for fixed transaction amount.
+ # TODO: Move to robot code? We have two call sites, so this saves space,
+ # even though this is surprising for log readers.
+ if transaction_scale:
+ initial_trial_duration = 1.0
+ final_trial_duration = 2.0
+ number_of_intermediate_phases = 0
+ timeout += transaction_scale * 3e-4
+ tg_instance.set_rate_provider_defaults(
+ frame_size=frame_size,
+ traffic_profile=traffic_profile,
+ sleep_till_duration=False,
+ ppta=ppta,
+ resetter=resetter,
+ traffic_directions=traffic_directions,
+ transaction_duration=transaction_duration,
+ transaction_scale=transaction_scale,
+ transaction_type=transaction_type,
+ use_latency=use_latency,
+ ramp_up_rate=ramp_up_rate,
+ ramp_up_duration=ramp_up_duration,
+ state_timeout=state_timeout,
+ )
+ algorithm = MultipleLossRatioSearch(
+ measurer=tg_instance,
+ final_trial_duration=final_trial_duration,
+ final_relative_width=final_relative_width,
+ number_of_intermediate_phases=number_of_intermediate_phases,
+ initial_trial_duration=initial_trial_duration,
+ timeout=timeout,
+ doublings=doublings,
+ )
+ result = algorithm.narrow_down_ndr_and_pdr(
+ min_rate=minimum_transmit_rate,
+ max_rate=maximum_transmit_rate,
+ packet_loss_ratio=packet_loss_ratio,
+ )
+ return result
+
+ @staticmethod
+ def perform_soak_search(
+ frame_size,
+ traffic_profile,
+ minimum_transmit_rate,
+ maximum_transmit_rate,
+ plr_target=1e-7,
+ tdpt=0.1,
+ initial_count=50,
+ timeout=7200.0,
+ ppta=1,
+ resetter=None,
+ trace_enabled=False,
+ traffic_directions=2,
+ transaction_duration=0.0,
+ transaction_scale=0,
+ transaction_type=u"packet",
+ use_latency=False,
+ ramp_up_rate=None,
+ ramp_up_duration=None,
+ state_timeout=300.0,
+ ):
+ """Setup initialized TG, perform soak search, return avg and stdev.
+
+ :param frame_size: Frame size identifier or value [B].
+ :param traffic_profile: Module name as a traffic profile identifier.
+ See GPL/traffic_profiles/trex for implemented modules.
+ :param minimum_transmit_rate: Minimal load in transactions per second.
+ :param maximum_transmit_rate: Maximal load in transactions per second.
+ :param plr_target: Fraction of packets lost to achieve [1].
+ :param tdpt: Trial duration per trial.
+ The algorithm linearly increases trial duration with trial number,
+ this is the increment between succesive trials, in seconds.
+ :param initial_count: Offset to apply before the first trial.
+ For example initial_count=50 makes first trial to be 51*tdpt long.
+ This is needed because initial "search" phase of integrator
+ takes significant time even without any trial results.
+ :param timeout: The search will stop after this overall time [s].
+ :param ppta: Packets per transaction, aggregated over directions.
+ Needed for udp_pps which does not have a good transaction counter,
+ so we need to compute expected number of packets.
+ Default: 1.
+ :param resetter: Callable to reset DUT state for repeated trials.
+ :param trace_enabled: True if trace enabled else False.
+ This is very verbose tracing on numeric computations,
+ do not use in production.
+ Default: False
+ :param traffic_directions: Traffic is bi- (2) or uni- (1) directional.
+ Default: 2
+ :param transaction_duration: Total expected time to close transaction.
+ :param transaction_scale: Number of transactions to perform.
+ 0 (default) means unlimited.
+ :param transaction_type: An identifier specifying which counters
+ and formulas to use when computing attempted and failed
+ transactions. Default: "packet".
+ :param use_latency: Whether to measure latency during the trial.
+ Default: False.
+ :param ramp_up_rate: Rate to use in ramp-up trials [pps].
+ :param ramp_up_duration: Duration of ramp-up trials [s].
+ :param state_timeout: Time of life of DUT state [s].
+ :type frame_size: str or int
+ :type traffic_profile: str
+ :type minimum_transmit_rate: float
+ :type maximum_transmit_rate: float
+ :type plr_target: float
+ :type initial_count: int
+ :type timeout: float
+ :type ppta: int
+ :type resetter: Optional[Callable[[], None]]
+ :type trace_enabled: bool
+ :type traffic_directions: int
+ :type transaction_duration: float
+ :type transaction_scale: int
+ :type transaction_type: str
+ :type use_latency: bool
+ :type ramp_up_rate: float
+ :type ramp_up_duration: float
+ :type state_timeout: float
+ :returns: Average and stdev of estimated aggregate rate giving PLR.
+ :rtype: 2-tuple of float
+ """
+ tg_instance = BuiltIn().get_library_instance(
+ u"resources.libraries.python.TrafficGenerator"
+ )
+ # Overrides for fixed transaction amount.
+ # TODO: Move to robot code? We have a single call site
+ # but MLRsearch has two and we want the two to be used similarly.
+ if transaction_scale:
+ # TODO: What is a good value for max scale?
+ # TODO: Scale the timeout with transaction scale.
+ timeout = 7200.0
+ tg_instance.set_rate_provider_defaults(
+ frame_size=frame_size,
+ traffic_profile=traffic_profile,
+ negative_loss=False,
+ sleep_till_duration=True,
+ ppta=ppta,
+ resetter=resetter,
+ traffic_directions=traffic_directions,
+ transaction_duration=transaction_duration,
+ transaction_scale=transaction_scale,
+ transaction_type=transaction_type,
+ use_latency=use_latency,
+ ramp_up_rate=ramp_up_rate,
+ ramp_up_duration=ramp_up_duration,
+ state_timeout=state_timeout,
+ )
+ algorithm = PLRsearch(
+ measurer=tg_instance,
+ trial_duration_per_trial=tdpt,
+ packet_loss_ratio_target=plr_target,
+ trial_number_offset=initial_count,
+ timeout=timeout,
+ trace_enabled=trace_enabled,
+ )
+ result = algorithm.search(
+ min_rate=minimum_transmit_rate,
+ max_rate=maximum_transmit_rate,
+ )
+ return result
Code Review / csit.git / blobdiff