Avoid !r format appending u on unicode
[csit.git] / resources / libraries / python / TrafficGenerator.py
index b27260e..9e0a1d2 100644 (file)
@@ -1,4 +1,4 @@
-# Copyright (c) 2018 Cisco and/or its affiliates.
+# Copyright (c) 2019 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:
 # 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:
@@ -17,14 +17,15 @@ from robot.api import logger
 from robot.libraries.BuiltIn import BuiltIn
 
 from .DropRateSearch import DropRateSearch
 from robot.libraries.BuiltIn import BuiltIn
 
 from .DropRateSearch import DropRateSearch
-from .constants import Constants
+from .Constants import Constants
 from .ssh import SSH
 from .topology import NodeType
 from .topology import NodeSubTypeTG
 from .topology import Topology
 from .ssh import SSH
 from .topology import NodeType
 from .topology import NodeSubTypeTG
 from .topology import Topology
-from MLRsearch.AbstractMeasurer import AbstractMeasurer
-from MLRsearch.MultipleLossRatioSearch import MultipleLossRatioSearch
-from MLRsearch.ReceiveRateMeasurement import ReceiveRateMeasurement
+from .MLRsearch.AbstractMeasurer import AbstractMeasurer
+from .MLRsearch.MultipleLossRatioSearch import MultipleLossRatioSearch
+from .MLRsearch.ReceiveRateMeasurement import ReceiveRateMeasurement
+from .PLRsearch.PLRsearch import PLRsearch
 
 __all__ = ['TGDropRateSearchImpl', 'TrafficGenerator', 'OptimizedSearch']
 
 
 __all__ = ['TGDropRateSearchImpl', 'TrafficGenerator', 'OptimizedSearch']
 
@@ -36,21 +37,21 @@ class TGDropRateSearchImpl(DropRateSearch):
         super(TGDropRateSearchImpl, self).__init__()
 
     def measure_loss(self, rate, frame_size, loss_acceptance,
         super(TGDropRateSearchImpl, self).__init__()
 
     def measure_loss(self, rate, frame_size, loss_acceptance,
-                     loss_acceptance_type, traffic_type, skip_warmup=False):
+                     loss_acceptance_type, traffic_profile, skip_warmup=False):
         """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.
         """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_type: Module name as a traffic type identifier.
+        :param traffic_profile: Module name as a traffic profile identifier.
             See resources/traffic_profiles/trex for implemented modules.
         :param skip_warmup: Start TRex without warmup traffic if true.
         :type rate: float
         :type frame_size: str
         :type loss_acceptance: float
         :type loss_acceptance_type: LossAcceptanceType
             See resources/traffic_profiles/trex for implemented modules.
         :param skip_warmup: Start TRex without warmup traffic if true.
         :type rate: float
         :type frame_size: str
         :type loss_acceptance: float
         :type loss_acceptance_type: LossAcceptanceType
-        :type traffic_type: str
+        :type traffic_profile: str
         :type skip_warmup: bool
         :returns: Drop threshold exceeded? (True/False)
         :rtype: bool
         :type skip_warmup: bool
         :returns: Drop threshold exceeded? (True/False)
         :rtype: bool
@@ -69,12 +70,12 @@ class TGDropRateSearchImpl(DropRateSearch):
             if skip_warmup:
                 tg_instance.trex_stl_start_remote_exec(self.get_duration(),
                                                        unit_rate, frame_size,
             if skip_warmup:
                 tg_instance.trex_stl_start_remote_exec(self.get_duration(),
                                                        unit_rate, frame_size,
-                                                       traffic_type,
+                                                       traffic_profile,
                                                        warmup_time=0.0)
             else:
                 tg_instance.trex_stl_start_remote_exec(self.get_duration(),
                                                        unit_rate, frame_size,
                                                        warmup_time=0.0)
             else:
                 tg_instance.trex_stl_start_remote_exec(self.get_duration(),
                                                        unit_rate, frame_size,
-                                                       traffic_type)
+                                                       traffic_profile)
             loss = tg_instance.get_loss()
             sent = tg_instance.get_sent()
             if self.loss_acceptance_type_is_percentage():
             loss = tg_instance.get_loss()
             sent = tg_instance.get_sent()
             if self.loss_acceptance_type_is_percentage():
@@ -107,9 +108,9 @@ class TrafficGenerator(AbstractMeasurer):
     FIXME: Describe API."""
 
     # TODO: Decrease friction between various search and rate provider APIs.
     FIXME: Describe API."""
 
     # TODO: Decrease friction between various search and rate provider APIs.
-    # FIXME: Remove "trex" from lines which could work with other TGs.
+    # TODO: Remove "trex" from lines which could work with other TGs.
 
 
-    # use one instance of TrafficGenerator for all tests in test suite
+    # Use one instance of TrafficGenerator for all tests in test suite
     ROBOT_LIBRARY_SCOPE = 'TEST SUITE'
 
     def __init__(self):
     ROBOT_LIBRARY_SCOPE = 'TEST SUITE'
 
     def __init__(self):
@@ -123,7 +124,7 @@ class TrafficGenerator(AbstractMeasurer):
         self._ifaces_reordered = False
         # Parameters not given by measure().
         self.frame_size = None
         self._ifaces_reordered = False
         # Parameters not given by measure().
         self.frame_size = None
-        self.traffic_type = None
+        self.traffic_profile = None
         self.warmup_time = None
 
     @property
         self.warmup_time = None
 
     @property
@@ -167,13 +168,14 @@ class TrafficGenerator(AbstractMeasurer):
         """
         return self._latency
 
         """
         return self._latency
 
-    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,
-                                     test_type,
-                                     tg_if1_dst_mac=None, tg_if2_dst_mac=None):
+    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.
 
         """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_node: Traffic generator node.
         :param tg_if1: TG - name of first interface.
         :param tg_if2: TG - name of second interface.
@@ -181,7 +183,7 @@ class TrafficGenerator(AbstractMeasurer):
         :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 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 test_type: 'L2', 'L3' or 'L7' - OSI Layer testing type.
+        :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
         :param tg_if1_dst_mac: Interface 1 destination MAC address.
         :param tg_if2_dst_mac: Interface 2 destination MAC address.
         :type tg_node: dict
@@ -191,7 +193,7 @@ class TrafficGenerator(AbstractMeasurer):
         :type tg_if1_adj_if: str
         :type tg_if2_adj_node: dict
         :type tg_if2_adj_if: str
         :type tg_if1_adj_if: str
         :type tg_if2_adj_node: dict
         :type tg_if2_adj_if: str
-        :type test_type: str
+        :type osi_layer: str
         :type tg_if1_dst_mac: str
         :type tg_if2_dst_mac: str
         :returns: nothing
         :type tg_if1_dst_mac: str
         :type tg_if2_dst_mac: str
         :returns: nothing
@@ -218,15 +220,15 @@ class TrafficGenerator(AbstractMeasurer):
             if1_addr = Topology().get_interface_mac(tg_node, tg_if1)
             if2_addr = Topology().get_interface_mac(tg_node, tg_if2)
 
             if1_addr = Topology().get_interface_mac(tg_node, tg_if1)
             if2_addr = Topology().get_interface_mac(tg_node, tg_if2)
 
-            if test_type == 'L2':
+            if osi_layer == 'L2':
                 if1_adj_addr = if2_addr
                 if2_adj_addr = if1_addr
                 if1_adj_addr = if2_addr
                 if2_adj_addr = if1_addr
-            elif test_type == 'L3':
+            elif osi_layer == 'L3':
                 if1_adj_addr = Topology().get_interface_mac(tg_if1_adj_node,
                                                             tg_if1_adj_if)
                 if2_adj_addr = Topology().get_interface_mac(tg_if2_adj_node,
                                                             tg_if2_adj_if)
                 if1_adj_addr = Topology().get_interface_mac(tg_if1_adj_node,
                                                             tg_if1_adj_if)
                 if2_adj_addr = Topology().get_interface_mac(tg_if2_adj_node,
                                                             tg_if2_adj_if)
-            elif test_type == 'L7':
+            elif osi_layer == 'L7':
                 if1_addr = Topology().get_interface_ip4(tg_node, tg_if1)
                 if2_addr = Topology().get_interface_ip4(tg_node, tg_if2)
                 if1_adj_addr = Topology().get_interface_ip4(tg_if1_adj_node,
                 if1_addr = Topology().get_interface_ip4(tg_node, tg_if1)
                 if2_addr = Topology().get_interface_ip4(tg_node, tg_if2)
                 if1_adj_addr = Topology().get_interface_ip4(tg_if1_adj_node,
@@ -247,7 +249,7 @@ class TrafficGenerator(AbstractMeasurer):
                 if1_adj_addr, if2_adj_addr = if2_adj_addr, if1_adj_addr
                 self._ifaces_reordered = True
 
                 if1_adj_addr, if2_adj_addr = if2_adj_addr, if1_adj_addr
                 self._ifaces_reordered = True
 
-            if test_type == 'L2' or test_type == 'L3':
+            if osi_layer == 'L2' or osi_layer == 'L3':
                 (ret, _, _) = ssh.exec_command(
                     "sudo sh -c 'cat << EOF > /etc/trex_cfg.yaml\n"
                     "- port_limit: 2\n"
                 (ret, _, _) = ssh.exec_command(
                     "sudo sh -c 'cat << EOF > /etc/trex_cfg.yaml\n"
                     "- port_limit: 2\n"
@@ -264,7 +266,7 @@ class TrafficGenerator(AbstractMeasurer):
                             "0x"+if1_addr.replace(":", ",0x"),
                             "0x"+if2_adj_addr.replace(":", ",0x"),
                             "0x"+if2_addr.replace(":", ",0x")))
                             "0x"+if1_addr.replace(":", ",0x"),
                             "0x"+if2_adj_addr.replace(":", ",0x"),
                             "0x"+if2_addr.replace(":", ",0x")))
-            elif test_type == 'L7':
+            elif osi_layer == 'L7':
                 (ret, _, _) = ssh.exec_command(
                     "sudo sh -c 'cat << EOF > /etc/trex_cfg.yaml\n"
                     "- port_limit: 2\n"
                 (ret, _, _) = ssh.exec_command(
                     "sudo sh -c 'cat << EOF > /etc/trex_cfg.yaml\n"
                     "- port_limit: 2\n"
@@ -297,13 +299,13 @@ class TrafficGenerator(AbstractMeasurer):
                     raise RuntimeError('trex-cfg failed')
 
                 # start TRex
                     raise RuntimeError('trex-cfg failed')
 
                 # start TRex
-                if test_type == 'L2' or test_type == 'L3':
+                if osi_layer == 'L2' or osi_layer == 'L3':
                     (ret, _, _) = ssh.exec_command(
                         "sh -c 'cd {0}/scripts/ && "
                         "sudo nohup ./t-rex-64 -i -c 7 --iom 0 > /tmp/trex.log "
                         "2>&1 &' > /dev/null"\
                         .format(Constants.TREX_INSTALL_DIR))
                     (ret, _, _) = ssh.exec_command(
                         "sh -c 'cd {0}/scripts/ && "
                         "sudo nohup ./t-rex-64 -i -c 7 --iom 0 > /tmp/trex.log "
                         "2>&1 &' > /dev/null"\
                         .format(Constants.TREX_INSTALL_DIR))
-                elif test_type == 'L7':
+                elif osi_layer == 'L7':
                     (ret, _, _) = ssh.exec_command(
                         "sh -c 'cd {0}/scripts/ && "
                         "sudo nohup ./t-rex-64 --astf -i -c 7 --iom 0 > "
                     (ret, _, _) = ssh.exec_command(
                         "sh -c 'cd {0}/scripts/ && "
                         "sudo nohup ./t-rex-64 --astf -i -c 7 --iom 0 > "
@@ -385,54 +387,68 @@ class TrafficGenerator(AbstractMeasurer):
         if int(ret) != 0:
             raise RuntimeError('TRex stateless runtime error')
 
         if int(ret) != 0:
             raise RuntimeError('TRex stateless runtime error')
 
-    def trex_stl_start_remote_exec(self, duration, rate, framesize,
-                                   traffic_type, async_call=False,
-                                   latency=True, warmup_time=5.0):
+    def trex_stl_start_remote_exec(
+            self, duration, rate, frame_size, traffic_profile, async_call=False,
+            latency=True, warmup_time=5.0, unidirection=False, tx_port=0,
+            rx_port=1):
         """Execute script on remote node over ssh to start traffic.
 
         :param duration: Time expresed in seconds for how long to send traffic.
         :param rate: Traffic rate expressed with units (pps, %)
         """Execute script on remote node over ssh to start traffic.
 
         :param duration: Time expresed in seconds for how long to send traffic.
         :param rate: Traffic rate expressed with units (pps, %)
-        :param framesize: L2 frame size to send (without padding and IPG).
-        :param traffic_type: Module name as a traffic type identifier.
+        :param frame_size: L2 frame size to send (without padding and IPG).
+        :param traffic_profile: Module name as a traffic profile identifier.
             See resources/traffic_profiles/trex for implemented modules.
         :param async_call: If enabled then don't wait for all incomming trafic.
         :param latency: With latency measurement.
         :param warmup_time: Warmup time period.
             See resources/traffic_profiles/trex for implemented modules.
         :param async_call: If enabled then don't wait for all incomming trafic.
         :param latency: With latency measurement.
         :param warmup_time: Warmup time period.
+        :param unidirection: Traffic is unidirectional. Default: False
+        :param tx_port: Traffic generator transmit port for first flow.
+            Default: 0
+        :param rx_port: Traffic generator receive port for first flow.
+            Default: 1
         :type duration: float
         :type rate: str
         :type duration: float
         :type rate: str
-        :type framesize: str
-        :type traffic_type: str
+        :type frame_size: str
+        :type traffic_profile: str
         :type async_call: bool
         :type latency: bool
         :type warmup_time: float
         :type async_call: bool
         :type latency: bool
         :type warmup_time: float
-        :returns: Nothing
+        :type unidirection: bool
+        :type tx_port: int
+        :type rx_port: int
         :raises RuntimeError: In case of TG driver issue.
         """
         ssh = SSH()
         ssh.connect(self._node)
         :raises RuntimeError: In case of TG driver issue.
         """
         ssh = SSH()
         ssh.connect(self._node)
+        reorder = self._ifaces_reordered  # Just to make the next line fit.
+        p_0, p_1 = (rx_port, tx_port) if reorder else (tx_port, rx_port)
+        # Values from Robot can introduce type unicode,
+        # we need to encode them, so that repr() does not lead with 'u'.
+        if isinstance(rate, unicode):
+            rate = rate.encode("utf-8")
+        if isinstance(duration, unicode):
+            duration = duration.encode("utf-8")
+        if isinstance(warmup_time, unicode):
+            warmup_time = warmup_time.encode("utf-8")
+        command = (
+            "sh -c '{tool}/resources/tools/trex/trex_stateless_profile.py"
+            " --profile {prof}/resources/traffic_profiles/trex/{traffic}.py"
+            " --duration {duration!r} --frame_size {frame_size} --rate {rate!r}"
+            " --warmup_time {warmup!r} --port_0 {p_0} --port_1 {p_1}").format(
+                tool=Constants.REMOTE_FW_DIR, prof=Constants.REMOTE_FW_DIR,
+                traffic=traffic_profile, duration=duration,
+                frame_size=frame_size, rate=rate, warmup=warmup_time, p_0=p_0,
+                p_1=p_1)
+        if async_call:
+            command += " --async"
+        if latency:
+            command += " --latency"
+        if unidirection:
+            command += " --unidirection"
+        command += "'"
 
 
-        _async = "--async" if async_call else ""
-        _latency = "--latency" if latency else ""
-        _p0, _p1 = (2, 1) if self._ifaces_reordered else (1, 2)
-
-        profile_path = ("{0}/resources/traffic_profiles/trex/"
-                        "{1}.py".format(Constants.REMOTE_FW_DIR,
-                                        traffic_type))
         (ret, stdout, _) = ssh.exec_command(
         (ret, stdout, _) = ssh.exec_command(
-            "sh -c "
-            "'{0}/resources/tools/trex/trex_stateless_profile.py "
-            "--profile {1} "
-            "--duration {2} "
-            "--frame_size {3} "
-            "--rate {4} "
-            "--warmup_time {5} "
-            "--port_0 {6} "
-            "--port_1 {7} "
-            "{8} "   # --async
-            "{9}'".  # --latency
-            format(Constants.REMOTE_FW_DIR, profile_path, duration, framesize,
-                   rate, warmup_time, _p0 - 1, _p1 - 1, _async, _latency),
-            timeout=float(duration) + 60)
+            command, timeout=float(duration) + 60)
 
         if int(ret) != 0:
             raise RuntimeError('TRex stateless runtime error')
 
         if int(ret) != 0:
             raise RuntimeError('TRex stateless runtime error')
@@ -445,14 +461,11 @@ class TrafficGenerator(AbstractMeasurer):
         else:
             # last line from console output
             line = stdout.splitlines()[-1]
         else:
             # last line from console output
             line = stdout.splitlines()[-1]
-
             self._result = line
             logger.info('TrafficGen result: {0}'.format(self._result))
             self._result = line
             logger.info('TrafficGen result: {0}'.format(self._result))
-
             self._received = self._result.split(', ')[1].split('=')[1]
             self._sent = self._result.split(', ')[2].split('=')[1]
             self._loss = self._result.split(', ')[3].split('=')[1]
             self._received = self._result.split(', ')[1].split('=')[1]
             self._sent = self._result.split(', ')[2].split('=')[1]
             self._loss = self._result.split(', ')[3].split('=')[1]
-
             self._latency = []
             self._latency.append(self._result.split(', ')[4].split('=')[1])
             self._latency.append(self._result.split(', ')[5].split('=')[1])
             self._latency = []
             self._latency.append(self._result.split(', ')[4].split('=')[1])
             self._latency.append(self._result.split(', ')[5].split('=')[1])
@@ -468,26 +481,49 @@ class TrafficGenerator(AbstractMeasurer):
         if self._node['subtype'] == NodeSubTypeTG.TREX:
             self.trex_stl_stop_remote_exec(self._node)
 
         if self._node['subtype'] == NodeSubTypeTG.TREX:
             self.trex_stl_stop_remote_exec(self._node)
 
-    def send_traffic_on_tg(self, duration, rate, framesize,
-                           traffic_type, warmup_time=5, async_call=False,
-                           latency=True):
+    def send_traffic_on_tg(
+            self, duration, rate, frame_size, traffic_profile, warmup_time=5,
+            async_call=False, latency=True, unidirection=False, tx_port=0,
+            rx_port=1):
         """Send traffic from all configured interfaces on TG.
 
         """Send traffic from all configured interfaces on TG.
 
+        Note that bidirectional traffic also contains flows
+        transmitted from rx_port and received in tx_port.
+        But some tests use asymmetric traffic, so those arguments are relevant.
+
+        Also 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.
+
+        TODO: Is it better to have less descriptive argument names
+        just to make them less probable to be viewed as misleading or confusing?
+        See https://gerrit.fd.io/r/#/c/17625/11/resources/libraries/python\
+        /TrafficGenerator.py@406
+
         :param duration: Duration of test traffic generation in seconds.
         :param rate: Offered load per interface (e.g. 1%, 3gbps, 4mpps, ...).
         :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: Module name as a traffic type identifier.
+        :param frame_size: Frame size (L2) in Bytes.
+        :param traffic_profile: Module name as a traffic profile identifier.
             See resources/traffic_profiles/trex for implemented modules.
         :param warmup_time: Warmup phase in seconds.
         :param async_call: Async mode.
         :param latency: With latency measurement.
             See resources/traffic_profiles/trex for implemented modules.
         :param warmup_time: Warmup phase in seconds.
         :param async_call: Async mode.
         :param latency: With latency measurement.
+        :param unidirection: Traffic is unidirectional. Default: False
+        :param tx_port: Traffic generator transmit port for first flow.
+            Default: 0
+        :param rx_port: Traffic generator receive port for first flow.
+            Default: 1
         :type duration: str
         :type rate: str
         :type duration: str
         :type rate: str
-        :type framesize: str
-        :type traffic_type: str
+        :type frame_size: str
+        :type traffic_profile: str
         :type warmup_time: float
         :type async_call: bool
         :type latency: bool
         :type warmup_time: float
         :type async_call: bool
         :type latency: bool
+        :type unidirection: bool
+        :type tx_port: int
+        :type rx_port: int
         :returns: TG output.
         :rtype: str
         :raises RuntimeError: If TG is not set, or if node is not TG,
         :returns: TG output.
         :rtype: str
         :raises RuntimeError: If TG is not set, or if node is not TG,
@@ -505,9 +541,9 @@ class TrafficGenerator(AbstractMeasurer):
         if node['subtype'] is None:
             raise RuntimeError('TG subtype not defined')
         elif node['subtype'] == NodeSubTypeTG.TREX:
         if node['subtype'] is None:
             raise RuntimeError('TG subtype not defined')
         elif node['subtype'] == NodeSubTypeTG.TREX:
-            self.trex_stl_start_remote_exec(duration, rate, framesize,
-                                            traffic_type, async_call, latency,
-                                            warmup_time=warmup_time)
+            self.trex_stl_start_remote_exec(
+                duration, rate, frame_size, traffic_profile, async_call,
+                latency, warmup_time, unidirection, tx_port, rx_port)
         else:
             raise NotImplementedError("TG subtype not supported")
 
         else:
             raise NotImplementedError("TG subtype not supported")
 
@@ -560,20 +596,20 @@ class TrafficGenerator(AbstractMeasurer):
             raise Exception("Traffic loss {} above loss acceptance: {}".format(
                 loss, loss_acceptance))
 
             raise Exception("Traffic loss {} above loss acceptance: {}".format(
                 loss, loss_acceptance))
 
-    def set_rate_provider_defaults(self, frame_size, traffic_type,
+    def set_rate_provider_defaults(self, frame_size, traffic_profile,
                                    warmup_time=0.0):
         """Store values accessed by measure().
 
         :param frame_size: Frame size identifier or value [B].
                                    warmup_time=0.0):
         """Store values accessed by measure().
 
         :param frame_size: Frame size identifier or value [B].
-        :param traffic_type: Module name as a traffic type identifier.
+        :param traffic_profile: Module name as a traffic profile identifier.
             See resources/traffic_profiles/trex for implemented modules.
         :param warmup_time: Traffic duration before measurement starts [s].
         :type frame_size: str or int
             See resources/traffic_profiles/trex for implemented modules.
         :param warmup_time: Traffic duration before measurement starts [s].
         :type frame_size: str or int
-        :type traffic_type: str
+        :type traffic_profile: str
         :type warmup_time: float
         """
         self.frame_size = frame_size
         :type warmup_time: float
         """
         self.frame_size = frame_size
-        self.traffic_type = str(traffic_type)
+        self.traffic_profile = str(traffic_profile)
         self.warmup_time = float(warmup_time)
 
     def measure(self, duration, transmit_rate):
         self.warmup_time = float(warmup_time)
 
     def measure(self, duration, transmit_rate):
@@ -594,8 +630,8 @@ class TrafficGenerator(AbstractMeasurer):
         # Trex needs target Tr per stream, but reports aggregate Tx and Dx.
         unit_rate = str(transmit_rate / 2.0) + "pps"
         self.send_traffic_on_tg(
         # Trex needs target Tr per stream, but reports aggregate Tx and Dx.
         unit_rate = str(transmit_rate / 2.0) + "pps"
         self.send_traffic_on_tg(
-            duration, unit_rate, self.frame_size, self.traffic_type,
-            self.warmup_time, latency=True)
+            duration, unit_rate, self.frame_size, self.traffic_profile,
+            warmup_time=self.warmup_time, latency=True)
         transmit_count = int(self.get_sent())
         loss_count = int(self.get_loss())
         measurement = ReceiveRateMeasurement(
         transmit_count = int(self.get_sent())
         loss_count = int(self.get_loss())
         measurement = ReceiveRateMeasurement(
@@ -609,15 +645,15 @@ class OptimizedSearch(object):
 
     @staticmethod
     def perform_optimized_ndrpdr_search(
 
     @staticmethod
     def perform_optimized_ndrpdr_search(
-            frame_size, traffic_type, minimum_transmit_rate,
+            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,
             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=600.0):
+            timeout=720.0, doublings=1):
         """Setup initialized TG, perform optimized search, return intervals.
 
         :param frame_size: Frame size identifier or value [B].
         """Setup initialized TG, perform optimized search, return intervals.
 
         :param frame_size: Frame size identifier or value [B].
-        :param traffic_type: Module name as a traffic type identifier.
+        :param traffic_profile: Module name as a traffic profile identifier.
             See resources/traffic_profiles/trex for implemented modules.
         :param minimum_transmit_rate: Minimal bidirectional
             target transmit rate [pps].
             See resources/traffic_profiles/trex for implemented modules.
         :param minimum_transmit_rate: Minimal bidirectional
             target transmit rate [pps].
@@ -633,8 +669,11 @@ class OptimizedSearch(object):
             to perform before the final phase [1].
         :param timeout: The search will fail itself when not finished
             before this overall time [s].
             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.
         :type frame_size: str or int
         :type frame_size: str or int
-        :type traffic_type: str
+        :type traffic_profile: str
         :type minimum_transmit_rate: float
         :type maximum_transmit_rate: float
         :type packet_loss_ratio: float
         :type minimum_transmit_rate: float
         :type maximum_transmit_rate: float
         :type packet_loss_ratio: float
@@ -643,6 +682,7 @@ class OptimizedSearch(object):
         :type initial_trial_duration: float
         :type number_of_intermediate_phases: int
         :type timeout: float
         :type initial_trial_duration: float
         :type number_of_intermediate_phases: int
         :type timeout: float
+        :type doublings: int
         :returns: Structure containing narrowed down NDR and PDR intervals
             and their measurements.
         :rtype: NdrPdrResult
         :returns: Structure containing narrowed down NDR and PDR intervals
             and their measurements.
         :rtype: NdrPdrResult
@@ -652,12 +692,57 @@ class OptimizedSearch(object):
         # to be able to use trex_stl-*()
         tg_instance = BuiltIn().get_library_instance(
             'resources.libraries.python.TrafficGenerator')
         # to be able to use trex_stl-*()
         tg_instance = BuiltIn().get_library_instance(
             'resources.libraries.python.TrafficGenerator')
-        tg_instance.set_rate_provider_defaults(frame_size, traffic_type)
+        tg_instance.set_rate_provider_defaults(frame_size, traffic_profile)
         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,
         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)
+            initial_trial_duration=initial_trial_duration, timeout=timeout,
+            doublings=doublings)
         result = algorithm.narrow_down_ndr_and_pdr(
             minimum_transmit_rate, maximum_transmit_rate, packet_loss_ratio)
         return result
         result = algorithm.narrow_down_ndr_and_pdr(
             minimum_transmit_rate, maximum_transmit_rate, 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=1800.0, trace_enabled=False):
+        """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 resources/traffic_profiles/trex for implemented modules.
+        :param minimum_transmit_rate: Minimal bidirectional
+            target transmit rate [pps].
+        :param maximum_transmit_rate: Maximal bidirectional
+            target transmit rate [pps].
+        :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].
+        :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
+        :returns: Average and stdev of estimated bidirectional rate giving PLR.
+        :rtype: 2-tuple of float
+        """
+        tg_instance = BuiltIn().get_library_instance(
+            'resources.libraries.python.TrafficGenerator')
+        tg_instance.set_rate_provider_defaults(frame_size, traffic_profile)
+        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(minimum_transmit_rate, maximum_transmit_rate)
+        return result