PAL: Update to RF 5.0 and pandas.Series
[csit.git] / resources / tools / presentation / input_data_parser.py
index 20974f1..7f1ccd3 100644 (file)
@@ -1,4 +1,4 @@
-# Copyright (c) 2019 Cisco and/or its affiliates.
+# Copyright (c) 2022 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:
 - filter the data using tags,
 """
 
 - filter the data using tags,
 """
 
-import multiprocessing
-import os
 import re
 import re
-import pandas as pd
+import copy
+import resource
 import logging
 
 import logging
 
-from robot.api import ExecutionResult, ResultVisitor
-from robot import errors
 from collections import OrderedDict
 from collections import OrderedDict
-from string import replace
-from os import remove
-from os.path import join
+from os import remove, walk, listdir
+from os.path import isfile, isdir, join
 from datetime import datetime as dt
 from datetime import timedelta
 from json import loads
 from datetime import datetime as dt
 from datetime import timedelta
 from json import loads
-from jumpavg.AvgStdevMetadataFactory import AvgStdevMetadataFactory
+from json.decoder import JSONDecodeError
+
+import hdrh.histogram
+import hdrh.codec
+import prettytable
+import pandas as pd
 
 
+from robot.api import ExecutionResult, ResultVisitor
+from robot import errors
+
+from resources.libraries.python import jumpavg
 from input_data_files import download_and_unzip_data_file
 from input_data_files import download_and_unzip_data_file
-from utils import Worker
+from pal_errors import PresentationError
 
 
 # Separator used in file names
 
 
 # Separator used in file names
-SEPARATOR = "__"
+SEPARATOR = u"__"
 
 
 class ExecutionChecker(ResultVisitor):
 
 
 class ExecutionChecker(ResultVisitor):
@@ -99,24 +104,28 @@ class ExecutionChecker(ResultVisitor):
                         "direction1": {
                             "min": float,
                             "avg": float,
                         "direction1": {
                             "min": float,
                             "avg": float,
-                            "max": float
+                            "max": float,
+                            "hdrh": str
                         },
                         "direction2": {
                             "min": float,
                             "avg": float,
                         },
                         "direction2": {
                             "min": float,
                             "avg": float,
-                            "max": float
+                            "max": float,
+                            "hdrh": str
                         }
                     },
                     "PDR": {
                         "direction1": {
                             "min": float,
                             "avg": float,
                         }
                     },
                     "PDR": {
                         "direction1": {
                             "min": float,
                             "avg": float,
-                            "max": float
+                            "max": float,
+                            "hdrh": str
                         },
                         "direction2": {
                             "min": float,
                             "avg": float,
                         },
                         "direction2": {
                             "min": float,
                             "avg": float,
-                            "max": float
+                            "max": float,
+                            "hdrh": str
                         }
                     }
                 }
                         }
                     }
                 }
@@ -144,64 +153,12 @@ class ExecutionChecker(ResultVisitor):
                 "type": "MRR" | "BMRR",
                 "status": "PASS" | "FAIL",
                 "result": {
                 "type": "MRR" | "BMRR",
                 "status": "PASS" | "FAIL",
                 "result": {
-                    "receive-rate": AvgStdevMetadata,
+                    "receive-rate": float,
+                    # Average of a list, computed using AvgStdevStats.
+                    # In CSIT-1180, replace with List[float].
                 }
             }
 
                 }
             }
 
-            # TODO: Remove when definitely no NDRPDRDISC tests are used:
-            # NDRPDRDISC tests:
-            "ID": {
-                "name": "Test name",
-                "parent": "Name of the parent of the test",
-                "doc": "Test documentation",
-                "msg": "Test message",
-                "tags": ["tag 1", "tag 2", "tag n"],
-                "type": "PDR" | "NDR",
-                "status": "PASS" | "FAIL",
-                "throughput": {  # Only type: "PDR" | "NDR"
-                    "value": int,
-                    "unit": "pps" | "bps" | "percentage"
-                },
-                "latency": {  # Only type: "PDR" | "NDR"
-                    "direction1": {
-                        "100": {
-                            "min": int,
-                            "avg": int,
-                            "max": int
-                        },
-                        "50": {  # Only for NDR
-                            "min": int,
-                            "avg": int,
-                            "max": int
-                        },
-                        "10": {  # Only for NDR
-                            "min": int,
-                            "avg": int,
-                            "max": int
-                        }
-                    },
-                    "direction2": {
-                        "100": {
-                            "min": int,
-                            "avg": int,
-                            "max": int
-                        },
-                        "50": {  # Only for NDR
-                            "min": int,
-                            "avg": int,
-                            "max": int
-                        },
-                        "10": {  # Only for NDR
-                            "min": int,
-                            "avg": int,
-                            "max": int
-                        }
-                    }
-                },
-                "lossTolerance": "lossTolerance",  # Only type: "PDR"
-                "conf-history": "DUT1 and DUT2 VAT History"
-                "show-run": "Show Run"
-            },
             "ID" {
                 # next test
             }
             "ID" {
                 # next test
             }
@@ -249,59 +206,98 @@ class ExecutionChecker(ResultVisitor):
     .. note:: ID is the lowercase full path to the test.
     """
 
     .. note:: ID is the lowercase full path to the test.
     """
 
-    # TODO: Remove when definitely no NDRPDRDISC tests are used:
-    REGEX_RATE = re.compile(r'^[\D\d]*FINAL_RATE:\s(\d+\.\d+)\s(\w+)')
-
-    REGEX_PLR_RATE = re.compile(r'PLRsearch lower bound::\s(\d+.\d+).*\n'
-                                r'PLRsearch upper bound::\s(\d+.\d+)')
-
-    REGEX_NDRPDR_RATE = re.compile(r'NDR_LOWER:\s(\d+.\d+).*\n.*\n'
-                                   r'NDR_UPPER:\s(\d+.\d+).*\n'
-                                   r'PDR_LOWER:\s(\d+.\d+).*\n.*\n'
-                                   r'PDR_UPPER:\s(\d+.\d+)')
-
-    # TODO: Remove when definitely no NDRPDRDISC tests are used:
-    REGEX_LAT_NDR = re.compile(r'^[\D\d]*'
-                               r'LAT_\d+%NDR:\s\[\'(-?\d+/-?\d+/-?\d+)\','
-                               r'\s\'(-?\d+/-?\d+/-?\d+)\'\]\s\n'
-                               r'LAT_\d+%NDR:\s\[\'(-?\d+/-?\d+/-?\d+)\','
-                               r'\s\'(-?\d+/-?\d+/-?\d+)\'\]\s\n'
-                               r'LAT_\d+%NDR:\s\[\'(-?\d+/-?\d+/-?\d+)\','
-                               r'\s\'(-?\d+/-?\d+/-?\d+)\'\]')
-
-    REGEX_LAT_PDR = re.compile(r'^[\D\d]*'
-                               r'LAT_\d+%PDR:\s\[\'(-?\d+/-?\d+/-?\d+)\','
-                               r'\s\'(-?\d+/-?\d+/-?\d+)\'\][\D\d]*')
-
-    REGEX_NDRPDR_LAT = re.compile(r'LATENCY.*\[\'(.*)\', \'(.*)\'\]\s\n.*\n.*\n'
-                                  r'LATENCY.*\[\'(.*)\', \'(.*)\'\]')
-
-    REGEX_TOLERANCE = re.compile(r'^[\D\d]*LOSS_ACCEPTANCE:\s(\d*\.\d*)\s'
-                                 r'[\D\d]*')
-
-    REGEX_VERSION_VPP = re.compile(r"(return STDOUT Version:\s*|"
-                                   r"VPP Version:\s*|VPP version:\s*)(.*)")
-
-    REGEX_VERSION_DPDK = re.compile(r"(return STDOUT testpmd)([\d\D\n]*)"
-                                    r"(RTE Version: 'DPDK )(.*)(')")
-
-    REGEX_TCP = re.compile(r'Total\s(rps|cps|throughput):\s([0-9]*).*$')
-
-    REGEX_MRR = re.compile(r'MaxReceivedRate_Results\s\[pkts/(\d*)sec\]:\s'
-                           r'tx\s(\d*),\srx\s(\d*)')
-
-    REGEX_BMRR = re.compile(r'Maximum Receive Rate trial results'
-                            r' in packets per second: \[(.*)\]')
-
+    REGEX_PLR_RATE = re.compile(
+        r'PLRsearch lower bound::?\s(\d+.\d+).*\n'
+        r'PLRsearch upper bound::?\s(\d+.\d+)'
+    )
+    REGEX_NDRPDR_RATE = re.compile(
+        r'NDR_LOWER:\s(\d+.\d+).*\n.*\n'
+        r'NDR_UPPER:\s(\d+.\d+).*\n'
+        r'PDR_LOWER:\s(\d+.\d+).*\n.*\n'
+        r'PDR_UPPER:\s(\d+.\d+)'
+    )
+    REGEX_NDRPDR_GBPS = re.compile(
+        r'NDR_LOWER:.*,\s(\d+.\d+).*\n.*\n'
+        r'NDR_UPPER:.*,\s(\d+.\d+).*\n'
+        r'PDR_LOWER:.*,\s(\d+.\d+).*\n.*\n'
+        r'PDR_UPPER:.*,\s(\d+.\d+)'
+    )
+    REGEX_PERF_MSG_INFO = re.compile(
+        r'NDR_LOWER:\s(\d+.\d+)\s.*\s(\d+.\d+)\s.*\n.*\n.*\n'
+        r'PDR_LOWER:\s(\d+.\d+)\s.*\s(\d+.\d+)\s.*\n.*\n.*\n'
+        r'Latency at 90% PDR:.*\[\'(.*)\', \'(.*)\'\].*\n'
+        r'Latency at 50% PDR:.*\[\'(.*)\', \'(.*)\'\].*\n'
+        r'Latency at 10% PDR:.*\[\'(.*)\', \'(.*)\'\].*\n'
+    )
+    REGEX_CPS_MSG_INFO = re.compile(
+        r'NDR_LOWER:\s(\d+.\d+)\s.*\s.*\n.*\n.*\n'
+        r'PDR_LOWER:\s(\d+.\d+)\s.*\s.*\n.*\n.*'
+    )
+    REGEX_PPS_MSG_INFO = re.compile(
+        r'NDR_LOWER:\s(\d+.\d+)\s.*\s(\d+.\d+)\s.*\n.*\n.*\n'
+        r'PDR_LOWER:\s(\d+.\d+)\s.*\s(\d+.\d+)\s.*\n.*\n.*'
+    )
+    REGEX_MRR_MSG_INFO = re.compile(r'.*\[(.*)\]')
+
+    REGEX_VSAP_MSG_INFO = re.compile(
+        r'Transfer Rate: (\d*.\d*).*\n'
+        r'Latency: (\d*.\d*).*\n'
+        r'Completed requests: (\d*).*\n'
+        r'Failed requests: (\d*).*\n'
+        r'Total data transferred: (\d*).*\n'
+        r'Connection [cr]ps rate:\s*(\d*.\d*)'
+    )
+
+    # Needed for CPS and PPS tests
+    REGEX_NDRPDR_LAT_BASE = re.compile(
+        r'LATENCY.*\[\'(.*)\', \'(.*)\'\]\s\n.*\n.*\n'
+        r'LATENCY.*\[\'(.*)\', \'(.*)\'\]'
+    )
+    REGEX_NDRPDR_LAT = re.compile(
+        r'LATENCY.*\[\'(.*)\', \'(.*)\'\]\s\n.*\n.*\n'
+        r'LATENCY.*\[\'(.*)\', \'(.*)\'\]\s\n.*\n'
+        r'Latency.*\[\'(.*)\', \'(.*)\'\]\s\n'
+        r'Latency.*\[\'(.*)\', \'(.*)\'\]\s\n'
+        r'Latency.*\[\'(.*)\', \'(.*)\'\]\s\n'
+        r'Latency.*\[\'(.*)\', \'(.*)\'\]'
+    )
+
+    REGEX_VERSION_VPP = re.compile(
+        r"(return STDOUT Version:\s*|"
+        r"VPP Version:\s*|VPP version:\s*)(.*)"
+    )
+    REGEX_VERSION_DPDK = re.compile(
+        r"(DPDK version:\s*|DPDK Version:\s*)(.*)"
+    )
+    REGEX_TCP = re.compile(
+        r'Total\s(rps|cps|throughput):\s(\d*).*$'
+    )
+    REGEX_MRR = re.compile(
+        r'MaxReceivedRate_Results\s\[pkts/(\d*)sec\]:\s'
+        r'tx\s(\d*),\srx\s(\d*)'
+    )
+    REGEX_BMRR = re.compile(
+        r'.*trial results.*: \[(.*)\]'
+    )
+    REGEX_RECONF_LOSS = re.compile(
+        r'Packets lost due to reconfig: (\d*)'
+    )
+    REGEX_RECONF_TIME = re.compile(
+        r'Implied time lost: (\d*.[\de-]*)'
+    )
     REGEX_TC_TAG = re.compile(r'\d+[tT]\d+[cC]')
 
     REGEX_TC_TAG = re.compile(r'\d+[tT]\d+[cC]')
 
-    REGEX_TC_NAME_OLD = re.compile(r'-\d+[tT]\d+[cC]-')
-
     REGEX_TC_NAME_NEW = re.compile(r'-\d+[cC]-')
 
     REGEX_TC_NAME_NEW = re.compile(r'-\d+[cC]-')
 
-    REGEX_TC_NUMBER = re.compile(r'tc[0-9]{2}-')
+    REGEX_TC_NUMBER = re.compile(r'tc\d{2}-')
+
+    REGEX_TC_PAPI_CLI = re.compile(r'.*\((\d+.\d+.\d+.\d+.) - (.*)\)')
 
 
-    def __init__(self, metadata, mapping, ignore):
+    REGEX_SH_RUN_HOST = re.compile(
+        r'hostname=\"(\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3})\",hook=\"(.*)\"'
+    )
+
+    def __init__(self, metadata, mapping, ignore, process_oper):
         """Initialisation.
 
         :param metadata: Key-value pairs to be included in "metadata" part of
         """Initialisation.
 
         :param metadata: Key-value pairs to be included in "metadata" part of
@@ -309,9 +305,12 @@ class ExecutionChecker(ResultVisitor):
         :param mapping: Mapping of the old names of test cases to the new
             (actual) one.
         :param ignore: List of TCs to be ignored.
         :param mapping: Mapping of the old names of test cases to the new
             (actual) one.
         :param ignore: List of TCs to be ignored.
+        :param process_oper: If True, operational data (show run, telemetry) is
+            processed.
         :type metadata: dict
         :type mapping: dict
         :type ignore: list
         :type metadata: dict
         :type mapping: dict
         :type ignore: list
+        :type process_oper: bool
         """
 
         # Type of message to parse out from the test messages
         """
 
         # Type of message to parse out from the test messages
@@ -332,43 +331,42 @@ class ExecutionChecker(ResultVisitor):
         # Ignore list
         self._ignore = ignore
 
         # Ignore list
         self._ignore = ignore
 
-        # Number of VAT History messages found:
+        self._process_oper = process_oper
+
+        # Number of PAPI History messages found:
         # 0 - no message
         # 0 - no message
-        # 1 - VAT History of DUT1
-        # 2 - VAT History of DUT2
-        self._lookup_kw_nr = 0
+        # 1 - PAPI History of DUT1
+        # 2 - PAPI History of DUT2
         self._conf_history_lookup_nr = 0
 
         self._conf_history_lookup_nr = 0
 
-        # Number of Show Running messages found
-        # 0 - no message
-        # 1 - Show run message found
-        self._show_run_lookup_nr = 0
+        self._sh_run_counter = 0
+        self._telemetry_kw_counter = 0
+        self._telemetry_msg_counter = 0
 
         # Test ID of currently processed test- the lowercase full path to the
         # test
 
         # Test ID of currently processed test- the lowercase full path to the
         # test
-        self._test_ID = None
+        self._test_id = None
 
         # The main data structure
         self._data = {
 
         # The main data structure
         self._data = {
-            "metadata": OrderedDict(),
-            "suites": OrderedDict(),
-            "tests": OrderedDict()
+            u"metadata": OrderedDict(),
+            u"suites": OrderedDict(),
+            u"tests": OrderedDict()
         }
 
         # Save the provided metadata
         for key, val in metadata.items():
         }
 
         # Save the provided metadata
         for key, val in metadata.items():
-            self._data["metadata"][key] = val
+            self._data[u"metadata"][key] = val
 
         # Dictionary defining the methods used to parse different types of
         # messages
         self.parse_msg = {
 
         # Dictionary defining the methods used to parse different types of
         # messages
         self.parse_msg = {
-            "timestamp": self._get_timestamp,
-            "vpp-version": self._get_vpp_version,
-            "dpdk-version": self._get_dpdk_version,
-            "teardown-vat-history": self._get_vat_history,
-            "teardown-papi-history": self._get_papi_history,
-            "test-show-runtime": self._get_show_run,
-            "testbed": self._get_testbed
+            u"vpp-version": self._get_vpp_version,
+            u"dpdk-version": self._get_dpdk_version,
+            u"teardown-papi-history": self._get_papi_history,
+            u"test-show-runtime": self._get_show_run,
+            u"testbed": self._get_testbed,
+            u"test-telemetry": self._get_telemetry
         }
 
     @property
         }
 
     @property
@@ -380,6 +378,191 @@ class ExecutionChecker(ResultVisitor):
         """
         return self._data
 
         """
         return self._data
 
+    def _get_data_from_mrr_test_msg(self, msg):
+        """Get info from message of MRR performance tests.
+
+        :param msg: Message to be processed.
+        :type msg: str
+        :returns: Processed message or original message if a problem occurs.
+        :rtype: str
+        """
+
+        groups = re.search(self.REGEX_MRR_MSG_INFO, msg)
+        if not groups or groups.lastindex != 1:
+            return u"Test Failed."
+
+        try:
+            data = groups.group(1).split(u", ")
+        except (AttributeError, IndexError, ValueError, KeyError):
+            return u"Test Failed."
+
+        out_str = u"["
+        try:
+            for item in data:
+                out_str += f"{(float(item) / 1e6):.2f}, "
+            return out_str[:-2] + u"]"
+        except (AttributeError, IndexError, ValueError, KeyError):
+            return u"Test Failed."
+
+    def _get_data_from_cps_test_msg(self, msg):
+        """Get info from message of NDRPDR CPS tests.
+
+        :param msg: Message to be processed.
+        :type msg: str
+        :returns: Processed message or "Test Failed." if a problem occurs.
+        :rtype: str
+        """
+
+        groups = re.search(self.REGEX_CPS_MSG_INFO, msg)
+        if not groups or groups.lastindex != 2:
+            return u"Test Failed."
+
+        try:
+            return (
+                f"1. {(float(groups.group(1)) / 1e6):5.2f}\n"
+                f"2. {(float(groups.group(2)) / 1e6):5.2f}"
+            )
+        except (AttributeError, IndexError, ValueError, KeyError):
+            return u"Test Failed."
+
+    def _get_data_from_pps_test_msg(self, msg):
+        """Get info from message of NDRPDR PPS tests.
+
+        :param msg: Message to be processed.
+        :type msg: str
+        :returns: Processed message or "Test Failed." if a problem occurs.
+        :rtype: str
+        """
+
+        groups = re.search(self.REGEX_PPS_MSG_INFO, msg)
+        if not groups or groups.lastindex != 4:
+            return u"Test Failed."
+
+        try:
+            return (
+                f"1. {(float(groups.group(1)) / 1e6):5.2f}      "
+                f"{float(groups.group(2)):5.2f}\n"
+                f"2. {(float(groups.group(3)) / 1e6):5.2f}      "
+                f"{float(groups.group(4)):5.2f}"
+            )
+        except (AttributeError, IndexError, ValueError, KeyError):
+            return u"Test Failed."
+
+    def _get_data_from_perf_test_msg(self, msg):
+        """Get info from message of NDRPDR performance tests.
+
+        :param msg: Message to be processed.
+        :type msg: str
+        :returns: Processed message or "Test Failed." if a problem occurs.
+        :rtype: str
+        """
+
+        groups = re.search(self.REGEX_PERF_MSG_INFO, msg)
+        if not groups or groups.lastindex != 10:
+            return u"Test Failed."
+
+        try:
+            data = {
+                u"ndr_low": float(groups.group(1)),
+                u"ndr_low_b": float(groups.group(2)),
+                u"pdr_low": float(groups.group(3)),
+                u"pdr_low_b": float(groups.group(4)),
+                u"pdr_lat_90_1": groups.group(5),
+                u"pdr_lat_90_2": groups.group(6),
+                u"pdr_lat_50_1": groups.group(7),
+                u"pdr_lat_50_2": groups.group(8),
+                u"pdr_lat_10_1": groups.group(9),
+                u"pdr_lat_10_2": groups.group(10),
+            }
+        except (AttributeError, IndexError, ValueError, KeyError):
+            return u"Test Failed."
+
+        def _process_lat(in_str_1, in_str_2):
+            """Extract P50, P90 and P99 latencies or min, avg, max values from
+            latency string.
+
+            :param in_str_1: Latency string for one direction produced by robot
+                framework.
+            :param in_str_2: Latency string for second direction produced by
+                robot framework.
+            :type in_str_1: str
+            :type in_str_2: str
+            :returns: Processed latency string or None if a problem occurs.
+            :rtype: tuple
+            """
+            in_list_1 = in_str_1.split('/', 3)
+            in_list_2 = in_str_2.split('/', 3)
+
+            if len(in_list_1) != 4 and len(in_list_2) != 4:
+                return None
+
+            in_list_1[3] += u"=" * (len(in_list_1[3]) % 4)
+            try:
+                hdr_lat_1 = hdrh.histogram.HdrHistogram.decode(in_list_1[3])
+            except hdrh.codec.HdrLengthException:
+                hdr_lat_1 = None
+
+            in_list_2[3] += u"=" * (len(in_list_2[3]) % 4)
+            try:
+                hdr_lat_2 = hdrh.histogram.HdrHistogram.decode(in_list_2[3])
+            except hdrh.codec.HdrLengthException:
+                hdr_lat_2 = None
+
+            if hdr_lat_1 and hdr_lat_2:
+                hdr_lat = (
+                    hdr_lat_1.get_value_at_percentile(50.0),
+                    hdr_lat_1.get_value_at_percentile(90.0),
+                    hdr_lat_1.get_value_at_percentile(99.0),
+                    hdr_lat_2.get_value_at_percentile(50.0),
+                    hdr_lat_2.get_value_at_percentile(90.0),
+                    hdr_lat_2.get_value_at_percentile(99.0)
+                )
+                if all(hdr_lat):
+                    return hdr_lat
+
+            hdr_lat = (
+                int(in_list_1[0]), int(in_list_1[1]), int(in_list_1[2]),
+                int(in_list_2[0]), int(in_list_2[1]), int(in_list_2[2])
+            )
+            for item in hdr_lat:
+                if item in (-1, 4294967295, 0):
+                    return None
+            return hdr_lat
+
+        try:
+            out_msg = (
+                f"1. {(data[u'ndr_low'] / 1e6):5.2f}      "
+                f"{data[u'ndr_low_b']:5.2f}"
+                f"\n2. {(data[u'pdr_low'] / 1e6):5.2f}      "
+                f"{data[u'pdr_low_b']:5.2f}"
+            )
+            latency = (
+                _process_lat(data[u'pdr_lat_10_1'], data[u'pdr_lat_10_2']),
+                _process_lat(data[u'pdr_lat_50_1'], data[u'pdr_lat_50_2']),
+                _process_lat(data[u'pdr_lat_90_1'], data[u'pdr_lat_90_2'])
+            )
+            if all(latency):
+                max_len = len(str(max((max(item) for item in latency))))
+                max_len = 4 if max_len < 4 else max_len
+
+                for idx, lat in enumerate(latency):
+                    if not idx:
+                        out_msg += u"\n"
+                    out_msg += (
+                        f"\n{idx + 3}. "
+                        f"{lat[0]:{max_len}d} "
+                        f"{lat[1]:{max_len}d} "
+                        f"{lat[2]:{max_len}d}      "
+                        f"{lat[3]:{max_len}d} "
+                        f"{lat[4]:{max_len}d} "
+                        f"{lat[5]:{max_len}d} "
+                    )
+
+            return out_msg
+
+        except (AttributeError, IndexError, ValueError, KeyError):
+            return u"Test Failed."
+
     def _get_testbed(self, msg):
         """Called when extraction of testbed IP is required.
         The testbed is identified by TG node IP address.
     def _get_testbed(self, msg):
         """Called when extraction of testbed IP is required.
         The testbed is identified by TG node IP address.
@@ -389,17 +572,16 @@ class ExecutionChecker(ResultVisitor):
         :returns: Nothing.
         """
 
         :returns: Nothing.
         """
 
-        if msg.message.count("Arguments:"):
-            message = str(msg.message).replace(' ', '').replace('\n', '').\
-                replace("'", '"').replace('b"', '"').\
-                replace("honeycom", "honeycomb")
-            message = loads(message[11:-1])
+        if msg.message.count(u"Setup of TG node") or \
+                msg.message.count(u"Setup of node TG host"):
+            reg_tg_ip = re.compile(
+                r'.*TG .* (\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3}).*')
             try:
             try:
-                self._testbed = message["TG"]["host"]
-            except (KeyError, ValueError):
+                self._testbed = str(re.search(reg_tg_ip, msg.message).group(1))
+            except (KeyError, ValueError, IndexError, AttributeError):
                 pass
             finally:
                 pass
             finally:
-                self._data["metadata"]["testbed"] = self._testbed
+                self._data[u"metadata"][u"testbed"] = self._testbed
                 self._msg_type = None
 
     def _get_vpp_version(self, msg):
                 self._msg_type = None
 
     def _get_vpp_version(self, msg):
@@ -410,12 +592,13 @@ class ExecutionChecker(ResultVisitor):
         :returns: Nothing.
         """
 
         :returns: Nothing.
         """
 
-        if msg.message.count("return STDOUT Version:") or \
-            msg.message.count("VPP Version:") or \
-            msg.message.count("VPP version:"):
-            self._version = str(re.search(self.REGEX_VERSION_VPP, msg.message).
-                                group(2))
-            self._data["metadata"]["version"] = self._version
+        if msg.message.count(u"return STDOUT Version:") or \
+                msg.message.count(u"VPP Version:") or \
+                msg.message.count(u"VPP version:"):
+            self._version = str(
+                re.search(self.REGEX_VERSION_VPP, msg.message).group(2)
+            )
+            self._data[u"metadata"][u"version"] = self._version
             self._msg_type = None
 
     def _get_dpdk_version(self, msg):
             self._msg_type = None
 
     def _get_dpdk_version(self, msg):
@@ -426,144 +609,154 @@ class ExecutionChecker(ResultVisitor):
         :returns: Nothing.
         """
 
         :returns: Nothing.
         """
 
-        if msg.message.count("return STDOUT testpmd"):
+        if msg.message.count(u"DPDK Version:"):
             try:
                 self._version = str(re.search(
             try:
                 self._version = str(re.search(
-                    self.REGEX_VERSION_DPDK, msg.message). group(4))
-                self._data["metadata"]["version"] = self._version
+                    self.REGEX_VERSION_DPDK, msg.message).group(2))
+                self._data[u"metadata"][u"version"] = self._version
             except IndexError:
                 pass
             finally:
                 self._msg_type = None
 
             except IndexError:
                 pass
             finally:
                 self._msg_type = None
 
-    def _get_timestamp(self, msg):
-        """Called when extraction of timestamp is required.
-
-        :param msg: Message to process.
-        :type msg: Message
-        :returns: Nothing.
-        """
-
-        self._timestamp = msg.timestamp[:14]
-        self._data["metadata"]["generated"] = self._timestamp
-        self._msg_type = None
-
-    def _get_vat_history(self, msg):
-        """Called when extraction of VAT command history is required.
+    def _get_papi_history(self, msg):
+        """Called when extraction of PAPI command history is required.
 
         :param msg: Message to process.
         :type msg: Message
         :returns: Nothing.
         """
 
         :param msg: Message to process.
         :type msg: Message
         :returns: Nothing.
         """
-        if msg.message.count("VAT command history:"):
+        if msg.message.count(u"PAPI command history:"):
             self._conf_history_lookup_nr += 1
             if self._conf_history_lookup_nr == 1:
             self._conf_history_lookup_nr += 1
             if self._conf_history_lookup_nr == 1:
-                self._data["tests"][self._test_ID]["conf-history"] = str()
+                self._data[u"tests"][self._test_id][u"conf-history"] = str()
             else:
                 self._msg_type = None
             else:
                 self._msg_type = None
-            text = re.sub("[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3} "
-                          "VAT command history:", "", msg.message, count=1). \
-                replace("\n\n", "\n").replace('\n', ' |br| ').\
-                replace('\r', '').replace('"', "'")
-
-            self._data["tests"][self._test_ID]["conf-history"] += " |br| "
-            self._data["tests"][self._test_ID]["conf-history"] += \
-                "**DUT" + str(self._conf_history_lookup_nr) + ":** " + text
+            text = re.sub(
+                r"\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3} PAPI command history:",
+                u"",
+                msg.message,
+                count=1
+            ).replace(u'"', u"'")
+            self._data[u"tests"][self._test_id][u"conf-history"] += (
+                f"**DUT{str(self._conf_history_lookup_nr)}:** {text}"
+            )
 
 
-    def _get_papi_history(self, msg):
-        """Called when extraction of PAPI command history is required.
+    def _get_show_run(self, msg):
+        """Called when extraction of VPP operational data (output of CLI command
+        Show Runtime) is required.
 
         :param msg: Message to process.
         :type msg: Message
         :returns: Nothing.
         """
 
         :param msg: Message to process.
         :type msg: Message
         :returns: Nothing.
         """
-        if msg.message.count("PAPI command history:"):
-            self._conf_history_lookup_nr += 1
-            if self._conf_history_lookup_nr == 1:
-                self._data["tests"][self._test_ID]["conf-history"] = str()
-            else:
-                self._msg_type = None
-            text = re.sub("[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3} "
-                          "PAPI command history:", "", msg.message, count=1). \
-                replace("\n\n", "\n").replace('\n', ' |br| ').\
-                replace('\r', '').replace('"', "'")
 
 
-            self._data["tests"][self._test_ID]["conf-history"] += " |br| "
-            self._data["tests"][self._test_ID]["conf-history"] += \
-                "**DUT" + str(self._conf_history_lookup_nr) + ":** " + text
+        if not msg.message.count(u"stats runtime"):
+            return
 
 
-    def _get_show_run(self, msg):
-        """Called when extraction of VPP operational data (output of CLI command
-        Show Runtime) is required.
+        # Temporary solution
+        if self._sh_run_counter > 1:
+            return
+
+        if u"show-run" not in self._data[u"tests"][self._test_id].keys():
+            self._data[u"tests"][self._test_id][u"show-run"] = dict()
+
+        groups = re.search(self.REGEX_TC_PAPI_CLI, msg.message)
+        if not groups:
+            return
+        try:
+            host = groups.group(1)
+        except (AttributeError, IndexError):
+            host = u""
+        try:
+            sock = groups.group(2)
+        except (AttributeError, IndexError):
+            sock = u""
+
+        dut = u"dut{nr}".format(
+            nr=len(self._data[u'tests'][self._test_id][u'show-run'].keys()) + 1)
+
+        self._data[u'tests'][self._test_id][u'show-run'][dut] = \
+            copy.copy(
+                {
+                    u"host": host,
+                    u"socket": sock,
+                    u"runtime": str(msg.message).replace(u' ', u'').
+                                replace(u'\n', u'').replace(u"'", u'"').
+                                replace(u'b"', u'"').replace(u'u"', u'"').
+                                split(u":", 1)[1]
+                }
+            )
+
+    def _get_telemetry(self, msg):
+        """Called when extraction of VPP telemetry data is required.
 
         :param msg: Message to process.
         :type msg: Message
         :returns: Nothing.
         """
 
         :param msg: Message to process.
         :type msg: Message
         :returns: Nothing.
         """
-        if msg.message.count("Thread 0 vpp_main"):
-            self._show_run_lookup_nr += 1
-            if self._lookup_kw_nr == 1 and self._show_run_lookup_nr == 1:
-                self._data["tests"][self._test_ID]["show-run"] = str()
-            if self._lookup_kw_nr > 1:
-                self._msg_type = None
-            if self._show_run_lookup_nr == 1:
-                text = msg.message.replace("vat# ", "").\
-                    replace("return STDOUT ", "").replace("\n\n", "\n").\
-                    replace('\n', ' |br| ').\
-                    replace('\r', '').replace('"', "'")
-                try:
-                    self._data["tests"][self._test_ID]["show-run"] += " |br| "
-                    self._data["tests"][self._test_ID]["show-run"] += \
-                        "**DUT" + str(self._lookup_kw_nr) + ":** |br| " + text
-                except KeyError:
-                    pass
-
-    # TODO: Remove when definitely no NDRPDRDISC tests are used:
-    def _get_latency(self, msg, test_type):
-        """Get the latency data from the test message.
-
-        :param msg: Message to be parsed.
-        :param test_type: Type of the test - NDR or PDR.
-        :type msg: str
-        :type test_type: str
-        :returns: Latencies parsed from the message.
-        :rtype: dict
-        """
 
 
-        if test_type == "NDR":
-            groups = re.search(self.REGEX_LAT_NDR, msg)
-            groups_range = range(1, 7)
-        elif test_type == "PDR":
-            groups = re.search(self.REGEX_LAT_PDR, msg)
-            groups_range = range(1, 3)
-        else:
-            return {}
+        if self._telemetry_kw_counter > 1:
+            return
+        if not msg.message.count(u"# TYPE vpp_runtime_calls"):
+            return
 
 
-        latencies = list()
-        for idx in groups_range:
-            try:
-                lat = [int(item) for item in str(groups.group(idx)).split('/')]
-            except (AttributeError, ValueError):
-                lat = [-1, -1, -1]
-            latencies.append(lat)
+        if u"telemetry-show-run" not in \
+                self._data[u"tests"][self._test_id].keys():
+            self._data[u"tests"][self._test_id][u"telemetry-show-run"] = dict()
 
 
-        keys = ("min", "avg", "max")
-        latency = {
-            "direction1": {
-            },
-            "direction2": {
-            }
+        self._telemetry_msg_counter += 1
+        groups = re.search(self.REGEX_SH_RUN_HOST, msg.message)
+        if not groups:
+            return
+        try:
+            host = groups.group(1)
+        except (AttributeError, IndexError):
+            host = u""
+        try:
+            sock = groups.group(2)
+        except (AttributeError, IndexError):
+            sock = u""
+        runtime = {
+            u"source_type": u"node",
+            u"source_id": host,
+            u"msg_type": u"metric",
+            u"log_level": u"INFO",
+            u"timestamp": msg.timestamp,
+            u"msg": u"show_runtime",
+            u"host": host,
+            u"socket": sock,
+            u"data": list()
         }
         }
-
-        latency["direction1"]["100"] = dict(zip(keys, latencies[0]))
-        latency["direction2"]["100"] = dict(zip(keys, latencies[1]))
-        if test_type == "NDR":
-            latency["direction1"]["50"] = dict(zip(keys, latencies[2]))
-            latency["direction2"]["50"] = dict(zip(keys, latencies[3]))
-            latency["direction1"]["10"] = dict(zip(keys, latencies[4]))
-            latency["direction2"]["10"] = dict(zip(keys, latencies[5]))
-
-        return latency
+        for line in msg.message.splitlines():
+            if not line.startswith(u"vpp_runtime_"):
+                continue
+            try:
+                params, value, timestamp = line.rsplit(u" ", maxsplit=2)
+                cut = params.index(u"{")
+                name = params[:cut].split(u"_", maxsplit=2)[-1]
+                labels = eval(
+                    u"dict" + params[cut:].replace('{', '(').replace('}', ')')
+                )
+                labels[u"graph_node"] = labels.pop(u"name")
+                runtime[u"data"].append(
+                    {
+                        u"name": name,
+                        u"value": value,
+                        u"timestamp": timestamp,
+                        u"labels": labels
+                    }
+                )
+            except (TypeError, ValueError, IndexError):
+                continue
+        self._data[u'tests'][self._test_id][u'telemetry-show-run']\
+            [f"dut{self._telemetry_msg_counter}"] = copy.copy(
+                {
+                    u"host": host,
+                    u"socket": sock,
+                    u"runtime": runtime
+                }
+            )
 
     def _get_ndrpdr_throughput(self, msg):
         """Get NDR_LOWER, NDR_UPPER, PDR_LOWER and PDR_UPPER from the test
 
     def _get_ndrpdr_throughput(self, msg):
         """Get NDR_LOWER, NDR_UPPER, PDR_LOWER and PDR_UPPER from the test
@@ -576,24 +769,53 @@ class ExecutionChecker(ResultVisitor):
         """
 
         throughput = {
         """
 
         throughput = {
-            "NDR": {"LOWER": -1.0, "UPPER": -1.0},
-            "PDR": {"LOWER": -1.0, "UPPER": -1.0}
+            u"NDR": {u"LOWER": -1.0, u"UPPER": -1.0},
+            u"PDR": {u"LOWER": -1.0, u"UPPER": -1.0}
         }
         }
-        status = "FAIL"
+        status = u"FAIL"
         groups = re.search(self.REGEX_NDRPDR_RATE, msg)
 
         if groups is not None:
             try:
         groups = re.search(self.REGEX_NDRPDR_RATE, msg)
 
         if groups is not None:
             try:
-                throughput["NDR"]["LOWER"] = float(groups.group(1))
-                throughput["NDR"]["UPPER"] = float(groups.group(2))
-                throughput["PDR"]["LOWER"] = float(groups.group(3))
-                throughput["PDR"]["UPPER"] = float(groups.group(4))
-                status = "PASS"
+                throughput[u"NDR"][u"LOWER"] = float(groups.group(1))
+                throughput[u"NDR"][u"UPPER"] = float(groups.group(2))
+                throughput[u"PDR"][u"LOWER"] = float(groups.group(3))
+                throughput[u"PDR"][u"UPPER"] = float(groups.group(4))
+                status = u"PASS"
             except (IndexError, ValueError):
                 pass
 
         return throughput, status
 
             except (IndexError, ValueError):
                 pass
 
         return throughput, status
 
+    def _get_ndrpdr_throughput_gbps(self, msg):
+        """Get NDR_LOWER, NDR_UPPER, PDR_LOWER and PDR_UPPER in Gbps from the
+        test message.
+
+        :param msg: The test message to be parsed.
+        :type msg: str
+        :returns: Parsed data as a dict and the status (PASS/FAIL).
+        :rtype: tuple(dict, str)
+        """
+
+        gbps = {
+            u"NDR": {u"LOWER": -1.0, u"UPPER": -1.0},
+            u"PDR": {u"LOWER": -1.0, u"UPPER": -1.0}
+        }
+        status = u"FAIL"
+        groups = re.search(self.REGEX_NDRPDR_GBPS, msg)
+
+        if groups is not None:
+            try:
+                gbps[u"NDR"][u"LOWER"] = float(groups.group(1))
+                gbps[u"NDR"][u"UPPER"] = float(groups.group(2))
+                gbps[u"PDR"][u"LOWER"] = float(groups.group(3))
+                gbps[u"PDR"][u"UPPER"] = float(groups.group(4))
+                status = u"PASS"
+            except (IndexError, ValueError):
+                pass
+
+        return gbps, status
+
     def _get_plr_throughput(self, msg):
         """Get PLRsearch lower bound and PLRsearch upper bound from the test
         message.
     def _get_plr_throughput(self, msg):
         """Get PLRsearch lower bound and PLRsearch upper bound from the test
         message.
@@ -605,17 +827,17 @@ class ExecutionChecker(ResultVisitor):
         """
 
         throughput = {
         """
 
         throughput = {
-            "LOWER": -1.0,
-            "UPPER": -1.0
+            u"LOWER": -1.0,
+            u"UPPER": -1.0
         }
         }
-        status = "FAIL"
+        status = u"FAIL"
         groups = re.search(self.REGEX_PLR_RATE, msg)
 
         if groups is not None:
             try:
         groups = re.search(self.REGEX_PLR_RATE, msg)
 
         if groups is not None:
             try:
-                throughput["LOWER"] = float(groups.group(1))
-                throughput["UPPER"] = float(groups.group(2))
-                status = "PASS"
+                throughput[u"LOWER"] = float(groups.group(1))
+                throughput[u"UPPER"] = float(groups.group(2))
+                status = u"PASS"
             except (IndexError, ValueError):
                 pass
 
             except (IndexError, ValueError):
                 pass
 
@@ -629,36 +851,163 @@ class ExecutionChecker(ResultVisitor):
         :returns: Parsed data as a dict and the status (PASS/FAIL).
         :rtype: tuple(dict, str)
         """
         :returns: Parsed data as a dict and the status (PASS/FAIL).
         :rtype: tuple(dict, str)
         """
-
+        latency_default = {
+            u"min": -1.0,
+            u"avg": -1.0,
+            u"max": -1.0,
+            u"hdrh": u""
+        }
         latency = {
         latency = {
-            "NDR": {
-                "direction1": {"min": -1.0, "avg": -1.0, "max": -1.0},
-                "direction2": {"min": -1.0, "avg": -1.0, "max": -1.0}
+            u"NDR": {
+                u"direction1": copy.copy(latency_default),
+                u"direction2": copy.copy(latency_default)
+            },
+            u"PDR": {
+                u"direction1": copy.copy(latency_default),
+                u"direction2": copy.copy(latency_default)
+            },
+            u"LAT0": {
+                u"direction1": copy.copy(latency_default),
+                u"direction2": copy.copy(latency_default)
+            },
+            u"PDR10": {
+                u"direction1": copy.copy(latency_default),
+                u"direction2": copy.copy(latency_default)
+            },
+            u"PDR50": {
+                u"direction1": copy.copy(latency_default),
+                u"direction2": copy.copy(latency_default)
+            },
+            u"PDR90": {
+                u"direction1": copy.copy(latency_default),
+                u"direction2": copy.copy(latency_default)
             },
             },
-            "PDR": {
-                "direction1": {"min": -1.0, "avg": -1.0, "max": -1.0},
-                "direction2": {"min": -1.0, "avg": -1.0, "max": -1.0}
-            }
         }
         }
-        status = "FAIL"
+
         groups = re.search(self.REGEX_NDRPDR_LAT, msg)
         groups = re.search(self.REGEX_NDRPDR_LAT, msg)
+        if groups is None:
+            groups = re.search(self.REGEX_NDRPDR_LAT_BASE, msg)
+        if groups is None:
+            return latency, u"FAIL"
+
+        def process_latency(in_str):
+            """Return object with parsed latency values.
+
+            TODO: Define class for the return type.
+
+            :param in_str: Input string, min/avg/max/hdrh format.
+            :type in_str: str
+            :returns: Dict with corresponding keys, except hdrh float values.
+            :rtype dict:
+            :throws IndexError: If in_str does not have enough substrings.
+            :throws ValueError: If a substring does not convert to float.
+            """
+            in_list = in_str.split('/', 3)
+
+            rval = {
+                u"min": float(in_list[0]),
+                u"avg": float(in_list[1]),
+                u"max": float(in_list[2]),
+                u"hdrh": u""
+            }
+
+            if len(in_list) == 4:
+                rval[u"hdrh"] = str(in_list[3])
+
+            return rval
+
+        try:
+            latency[u"NDR"][u"direction1"] = process_latency(groups.group(1))
+            latency[u"NDR"][u"direction2"] = process_latency(groups.group(2))
+            latency[u"PDR"][u"direction1"] = process_latency(groups.group(3))
+            latency[u"PDR"][u"direction2"] = process_latency(groups.group(4))
+            if groups.lastindex == 4:
+                return latency, u"PASS"
+        except (IndexError, ValueError):
+            pass
+
+        try:
+            latency[u"PDR90"][u"direction1"] = process_latency(groups.group(5))
+            latency[u"PDR90"][u"direction2"] = process_latency(groups.group(6))
+            latency[u"PDR50"][u"direction1"] = process_latency(groups.group(7))
+            latency[u"PDR50"][u"direction2"] = process_latency(groups.group(8))
+            latency[u"PDR10"][u"direction1"] = process_latency(groups.group(9))
+            latency[u"PDR10"][u"direction2"] = process_latency(groups.group(10))
+            latency[u"LAT0"][u"direction1"] = process_latency(groups.group(11))
+            latency[u"LAT0"][u"direction2"] = process_latency(groups.group(12))
+            if groups.lastindex == 12:
+                return latency, u"PASS"
+        except (IndexError, ValueError):
+            pass
 
 
+        return latency, u"FAIL"
+
+    @staticmethod
+    def _get_hoststack_data(msg, tags):
+        """Get data from the hoststack test message.
+
+        :param msg: The test message to be parsed.
+        :param tags: Test tags.
+        :type msg: str
+        :type tags: list
+        :returns: Parsed data as a JSON dict and the status (PASS/FAIL).
+        :rtype: tuple(dict, str)
+        """
+        result = dict()
+        status = u"FAIL"
+
+        msg = msg.replace(u"'", u'"').replace(u" ", u"")
+        if u"LDPRELOAD" in tags:
+            try:
+                result = loads(msg)
+                status = u"PASS"
+            except JSONDecodeError:
+                pass
+        elif u"VPPECHO" in tags:
+            try:
+                msg_lst = msg.replace(u"}{", u"} {").split(u" ")
+                result = dict(
+                    client=loads(msg_lst[0]),
+                    server=loads(msg_lst[1])
+                )
+                status = u"PASS"
+            except (JSONDecodeError, IndexError):
+                pass
+
+        return result, status
+
+    def _get_vsap_data(self, msg, tags):
+        """Get data from the vsap test message.
+
+        :param msg: The test message to be parsed.
+        :param tags: Test tags.
+        :type msg: str
+        :type tags: list
+        :returns: Parsed data as a JSON dict and the status (PASS/FAIL).
+        :rtype: tuple(dict, str)
+        """
+        result = dict()
+        status = u"FAIL"
+
+        groups = re.search(self.REGEX_VSAP_MSG_INFO, msg)
         if groups is not None:
         if groups is not None:
-            keys = ("min", "avg", "max")
             try:
             try:
-                latency["NDR"]["direction1"] = dict(
-                    zip(keys, [float(l) for l in groups.group(1).split('/')]))
-                latency["NDR"]["direction2"] = dict(
-                    zip(keys, [float(l) for l in groups.group(2).split('/')]))
-                latency["PDR"]["direction1"] = dict(
-                    zip(keys, [float(l) for l in groups.group(3).split('/')]))
-                latency["PDR"]["direction2"] = dict(
-                    zip(keys, [float(l) for l in groups.group(4).split('/')]))
-                status = "PASS"
+                result[u"transfer-rate"] = float(groups.group(1)) * 1e3
+                result[u"latency"] = float(groups.group(2))
+                result[u"completed-requests"] = int(groups.group(3))
+                result[u"failed-requests"] = int(groups.group(4))
+                result[u"bytes-transferred"] = int(groups.group(5))
+                if u"TCP_CPS"in tags:
+                    result[u"cps"] = float(groups.group(6))
+                elif u"TCP_RPS" in tags:
+                    result[u"rps"] = float(groups.group(6))
+                else:
+                    return result, status
+                status = u"PASS"
             except (IndexError, ValueError):
                 pass
 
             except (IndexError, ValueError):
                 pass
 
-        return latency, status
+        return result, status
 
     def visit_suite(self, suite):
         """Implements traversing through the suite and its direct children.
 
     def visit_suite(self, suite):
         """Implements traversing through the suite and its direct children.
@@ -685,19 +1034,16 @@ class ExecutionChecker(ResultVisitor):
         except AttributeError:
             return
 
         except AttributeError:
             return
 
-        doc_str = suite.doc.replace('"', "'").replace('\n', ' ').\
-            replace('\r', '').replace('*[', ' |br| *[').replace("*", "**")
-        doc_str = replace(doc_str, ' |br| *[', '*[', maxreplace=1)
-
-        self._data["suites"][suite.longname.lower().replace('"', "'").
-            replace(" ", "_")] = {
-                "name": suite.name.lower(),
-                "doc": doc_str,
-                "parent": parent_name,
-                "level": len(suite.longname.split("."))
-            }
+        self._data[u"suites"][suite.longname.lower().
+                              replace(u'"', u"'").
+                              replace(u" ", u"_")] = {
+                                  u"name": suite.name.lower(),
+                                  u"doc": suite.doc,
+                                  u"parent": parent_name,
+                                  u"level": len(suite.longname.split(u"."))
+                              }
 
 
-        suite.keywords.visit(self)
+        suite.setup.visit(self)
 
     def end_suite(self, suite):
         """Called when suite ends.
 
     def end_suite(self, suite):
         """Called when suite ends.
@@ -706,7 +1052,6 @@ class ExecutionChecker(ResultVisitor):
         :type suite: Suite
         :returns: Nothing.
         """
         :type suite: Suite
         :returns: Nothing.
         """
-        pass
 
     def visit_test(self, test):
         """Implements traversing through the test.
 
     def visit_test(self, test):
         """Implements traversing through the test.
@@ -716,7 +1061,7 @@ class ExecutionChecker(ResultVisitor):
         :returns: Nothing.
         """
         if self.start_test(test) is not False:
         :returns: Nothing.
         """
         if self.start_test(test) is not False:
-            test.keywords.visit(self)
+            test.body.visit(self)
             self.end_test(test)
 
     def start_test(self, test):
             self.end_test(test)
 
     def start_test(self, test):
@@ -727,6 +1072,10 @@ class ExecutionChecker(ResultVisitor):
         :returns: Nothing.
         """
 
         :returns: Nothing.
         """
 
+        self._sh_run_counter = 0
+        self._telemetry_kw_counter = 0
+        self._telemetry_msg_counter = 0
+
         longname_orig = test.longname.lower()
 
         # Check the ignore list
         longname_orig = test.longname.lower()
 
         # Check the ignore list
@@ -739,142 +1088,146 @@ class ExecutionChecker(ResultVisitor):
         # Change the TC long name and name if defined in the mapping table
         longname = self._mapping.get(longname_orig, None)
         if longname is not None:
         # Change the TC long name and name if defined in the mapping table
         longname = self._mapping.get(longname_orig, None)
         if longname is not None:
-            name = longname.split('.')[-1]
-            logging.debug("{0}\n{1}\n{2}\n{3}".format(
-                self._data["metadata"], longname_orig, longname, name))
+            name = longname.split(u'.')[-1]
+            logging.debug(
+                f"{self._data[u'metadata']}\n{longname_orig}\n{longname}\n"
+                f"{name}"
+            )
         else:
             longname = longname_orig
             name = test.name.lower()
 
         # Remove TC number from the TC long name (backward compatibility):
         else:
             longname = longname_orig
             name = test.name.lower()
 
         # Remove TC number from the TC long name (backward compatibility):
-        self._test_ID = re.sub(self.REGEX_TC_NUMBER, "", longname)
+        self._test_id = re.sub(self.REGEX_TC_NUMBER, u"", longname)
         # Remove TC number from the TC name (not needed):
         # Remove TC number from the TC name (not needed):
-        test_result["name"] = re.sub(self.REGEX_TC_NUMBER, "", name)
-
-        test_result["parent"] = test.parent.name.lower()
-        test_result["tags"] = tags
-        doc_str = test.doc.replace('"', "'").replace('\n', ' '). \
-            replace('\r', '').replace('[', ' |br| [')
-        test_result["doc"] = replace(doc_str, ' |br| [', '[', maxreplace=1)
-        test_result["msg"] = test.message.replace('\n', ' |br| '). \
-            replace('\r', '').replace('"', "'")
-        test_result["type"] = "FUNC"
-        test_result["status"] = test.status
-
-        if "PERFTEST" in tags:
+        test_result[u"name"] = re.sub(self.REGEX_TC_NUMBER, "", name)
+
+        test_result[u"parent"] = test.parent.name.lower()
+        test_result[u"tags"] = tags
+        test_result["doc"] = test.doc
+        test_result[u"type"] = u""
+        test_result[u"status"] = test.status
+        test_result[u"starttime"] = test.starttime
+        test_result[u"endtime"] = test.endtime
+
+        if test.status == u"PASS":
+            if u"NDRPDR" in tags:
+                if u"TCP_PPS" in tags or u"UDP_PPS" in tags:
+                    test_result[u"msg"] = self._get_data_from_pps_test_msg(
+                        test.message)
+                elif u"TCP_CPS" in tags or u"UDP_CPS" in tags:
+                    test_result[u"msg"] = self._get_data_from_cps_test_msg(
+                        test.message)
+                else:
+                    test_result[u"msg"] = self._get_data_from_perf_test_msg(
+                        test.message)
+            elif u"MRR" in tags or u"FRMOBL" in tags or u"BMRR" in tags:
+                test_result[u"msg"] = self._get_data_from_mrr_test_msg(
+                    test.message)
+            else:
+                test_result[u"msg"] = test.message
+        else:
+            test_result[u"msg"] = test.message
+
+        if u"PERFTEST" in tags and u"TREX" not in tags:
             # Replace info about cores (e.g. -1c-) with the info about threads
             # and cores (e.g. -1t1c-) in the long test case names and in the
             # test case names if necessary.
             # Replace info about cores (e.g. -1c-) with the info about threads
             # and cores (e.g. -1t1c-) in the long test case names and in the
             # test case names if necessary.
-            groups = re.search(self.REGEX_TC_NAME_OLD, self._test_ID)
-            if not groups:
-                tag_count = 0
-                for tag in test_result["tags"]:
-                    groups = re.search(self.REGEX_TC_TAG, tag)
-                    if groups:
-                        tag_count += 1
-                        tag_tc = tag
-
-                if tag_count == 1:
-                    self._test_ID = re.sub(self.REGEX_TC_NAME_NEW,
-                                           "-{0}-".format(tag_tc.lower()),
-                                           self._test_ID,
-                                           count=1)
-                    test_result["name"] = re.sub(self.REGEX_TC_NAME_NEW,
-                                                 "-{0}-".format(tag_tc.lower()),
-                                                 test_result["name"],
-                                                 count=1)
-                else:
-                    test_result["status"] = "FAIL"
-                    self._data["tests"][self._test_ID] = test_result
-                    logging.debug("The test '{0}' has no or more than one "
-                                  "multi-threading tags.".format(self._test_ID))
-                    logging.debug("Tags: {0}".format(test_result["tags"]))
-                    return
-
-        if test.status == "PASS" and ("NDRPDRDISC" in tags or
-                                      "NDRPDR" in tags or
-                                      "SOAK" in tags or
-                                      "TCP" in tags or
-                                      "MRR" in tags or
-                                      "BMRR" in tags):
-            # TODO: Remove when definitely no NDRPDRDISC tests are used:
-            if "NDRDISC" in tags:
-                test_result["type"] = "NDR"
-            # TODO: Remove when definitely no NDRPDRDISC tests are used:
-            elif "PDRDISC" in tags:
-                test_result["type"] = "PDR"
-            elif "NDRPDR" in tags:
-                test_result["type"] = "NDRPDR"
-            elif "SOAK" in tags:
-                test_result["type"] = "SOAK"
-            elif "TCP" in tags:
-                test_result["type"] = "TCP"
-            elif "MRR" in tags:
-                test_result["type"] = "MRR"
-            elif "FRMOBL" in tags or "BMRR" in tags:
-                test_result["type"] = "BMRR"
+            tag_count = 0
+            tag_tc = str()
+            for tag in test_result[u"tags"]:
+                groups = re.search(self.REGEX_TC_TAG, tag)
+                if groups:
+                    tag_count += 1
+                    tag_tc = tag
+
+            if tag_count == 1:
+                self._test_id = re.sub(
+                    self.REGEX_TC_NAME_NEW, f"-{tag_tc.lower()}-",
+                    self._test_id, count=1
+                )
+                test_result[u"name"] = re.sub(
+                    self.REGEX_TC_NAME_NEW, f"-{tag_tc.lower()}-",
+                    test_result["name"], count=1
+                )
             else:
             else:
-                test_result["status"] = "FAIL"
-                self._data["tests"][self._test_ID] = test_result
+                test_result[u"status"] = u"FAIL"
+                self._data[u"tests"][self._test_id] = test_result
+                logging.debug(
+                    f"The test {self._test_id} has no or more than one "
+                    f"multi-threading tags.\n"
+                    f"Tags: {test_result[u'tags']}"
+                )
                 return
 
                 return
 
-            # TODO: Remove when definitely no NDRPDRDISC tests are used:
-            if test_result["type"] in ("NDR", "PDR"):
-                try:
-                    rate_value = str(re.search(
-                        self.REGEX_RATE, test.message).group(1))
-                except AttributeError:
-                    rate_value = "-1"
-                try:
-                    rate_unit = str(re.search(
-                        self.REGEX_RATE, test.message).group(2))
-                except AttributeError:
-                    rate_unit = "-1"
-
-                test_result["throughput"] = dict()
-                test_result["throughput"]["value"] = \
-                    int(rate_value.split('.')[0])
-                test_result["throughput"]["unit"] = rate_unit
-                test_result["latency"] = \
-                    self._get_latency(test.message, test_result["type"])
-                if test_result["type"] == "PDR":
-                    test_result["lossTolerance"] = str(re.search(
-                        self.REGEX_TOLERANCE, test.message).group(1))
-
-            elif test_result["type"] in ("NDRPDR", ):
-                test_result["throughput"], test_result["status"] = \
+        if u"DEVICETEST" in tags:
+            test_result[u"type"] = u"DEVICETEST"
+        elif u"NDRPDR" in tags:
+            if u"TCP_CPS" in tags or u"UDP_CPS" in tags:
+                test_result[u"type"] = u"CPS"
+            else:
+                test_result[u"type"] = u"NDRPDR"
+            if test.status == u"PASS":
+                test_result[u"throughput"], test_result[u"status"] = \
                     self._get_ndrpdr_throughput(test.message)
                     self._get_ndrpdr_throughput(test.message)
-                test_result["latency"], test_result["status"] = \
+                test_result[u"gbps"], test_result[u"status"] = \
+                    self._get_ndrpdr_throughput_gbps(test.message)
+                test_result[u"latency"], test_result[u"status"] = \
                     self._get_ndrpdr_latency(test.message)
                     self._get_ndrpdr_latency(test.message)
-
-            elif test_result["type"] in ("SOAK", ):
-                test_result["throughput"], test_result["status"] = \
-                    self._get_plr_throughput(test.message)
-
-            elif test_result["type"] in ("TCP", ):
-                groups = re.search(self.REGEX_TCP, test.message)
-                test_result["result"] = int(groups.group(2))
-
-            elif test_result["type"] in ("MRR", "BMRR"):
-                test_result["result"] = dict()
+        elif u"MRR" in tags or u"FRMOBL" in tags or u"BMRR" in tags:
+            if u"MRR" in tags:
+                test_result[u"type"] = u"MRR"
+            else:
+                test_result[u"type"] = u"BMRR"
+            if test.status == u"PASS":
+                test_result[u"result"] = dict()
                 groups = re.search(self.REGEX_BMRR, test.message)
                 if groups is not None:
                     items_str = groups.group(1)
                 groups = re.search(self.REGEX_BMRR, test.message)
                 if groups is not None:
                     items_str = groups.group(1)
-                    items_float = [float(item.strip()) for item
-                                   in items_str.split(",")]
-                    metadata = AvgStdevMetadataFactory.from_data(items_float)
-                    # Next two lines have been introduced in CSIT-1179,
-                    # to be removed in CSIT-1180.
-                    metadata.size = 1
-                    metadata.stdev = 0.0
-                    test_result["result"]["receive-rate"] = metadata
+                    items_float = [
+                        float(item.strip().replace(u"'", u""))
+                        for item in items_str.split(",")
+                    ]
+                    # Use whole list in CSIT-1180.
+                    stats = jumpavg.AvgStdevStats.for_runs(items_float)
+                    test_result[u"result"][u"samples"] = items_float
+                    test_result[u"result"][u"receive-rate"] = stats.avg
+                    test_result[u"result"][u"receive-stdev"] = stats.stdev
                 else:
                     groups = re.search(self.REGEX_MRR, test.message)
                 else:
                     groups = re.search(self.REGEX_MRR, test.message)
-                    test_result["result"]["receive-rate"] = \
-                        AvgStdevMetadataFactory.from_data([
-                            float(groups.group(3)) / float(groups.group(1)), ])
+                    test_result[u"result"][u"receive-rate"] = \
+                        float(groups.group(3)) / float(groups.group(1))
+        elif u"SOAK" in tags:
+            test_result[u"type"] = u"SOAK"
+            if test.status == u"PASS":
+                test_result[u"throughput"], test_result[u"status"] = \
+                    self._get_plr_throughput(test.message)
+        elif u"LDP_NGINX" in tags:
+            test_result[u"type"] = u"LDP_NGINX"
+            test_result[u"result"], test_result[u"status"] = \
+                self._get_vsap_data(test.message, tags)
+        elif u"HOSTSTACK" in tags:
+            test_result[u"type"] = u"HOSTSTACK"
+            if test.status == u"PASS":
+                test_result[u"result"], test_result[u"status"] = \
+                    self._get_hoststack_data(test.message, tags)
+        elif u"RECONF" in tags:
+            test_result[u"type"] = u"RECONF"
+            if test.status == u"PASS":
+                test_result[u"result"] = None
+                try:
+                    grps_loss = re.search(self.REGEX_RECONF_LOSS, test.message)
+                    grps_time = re.search(self.REGEX_RECONF_TIME, test.message)
+                    test_result[u"result"] = {
+                        u"loss": int(grps_loss.group(1)),
+                        u"time": float(grps_time.group(1))
+                    }
+                except (AttributeError, IndexError, ValueError, TypeError):
+                    test_result[u"status"] = u"FAIL"
+        else:
+            test_result[u"status"] = u"FAIL"
 
 
-        self._data["tests"][self._test_ID] = test_result
+        self._data[u"tests"][self._test_id] = test_result
 
     def end_test(self, test):
         """Called when test ends.
 
     def end_test(self, test):
         """Called when test ends.
@@ -883,7 +1236,6 @@ class ExecutionChecker(ResultVisitor):
         :type test: Test
         :returns: Nothing.
         """
         :type test: Test
         :returns: Nothing.
         """
-        pass
 
     def visit_keyword(self, keyword):
         """Implements traversing through the keyword and its child keywords.
 
     def visit_keyword(self, keyword):
         """Implements traversing through the keyword and its child keywords.
@@ -903,13 +1255,11 @@ class ExecutionChecker(ResultVisitor):
         :returns: Nothing.
         """
         try:
         :returns: Nothing.
         """
         try:
-            if keyword.type == "setup":
+            if keyword.type == u"setup":
                 self.visit_setup_kw(keyword)
                 self.visit_setup_kw(keyword)
-            elif keyword.type == "teardown":
-                self._lookup_kw_nr = 0
+            elif keyword.type == u"teardown":
                 self.visit_teardown_kw(keyword)
             else:
                 self.visit_teardown_kw(keyword)
             else:
-                self._lookup_kw_nr = 0
                 self.visit_test_kw(keyword)
         except AttributeError:
             pass
                 self.visit_test_kw(keyword)
         except AttributeError:
             pass
@@ -921,7 +1271,6 @@ class ExecutionChecker(ResultVisitor):
         :type keyword: Keyword
         :returns: Nothing.
         """
         :type keyword: Keyword
         :returns: Nothing.
         """
-        pass
 
     def visit_test_kw(self, test_kw):
         """Implements traversing through the test keyword and its child
 
     def visit_test_kw(self, test_kw):
         """Implements traversing through the test keyword and its child
@@ -931,7 +1280,7 @@ class ExecutionChecker(ResultVisitor):
         :type test_kw: Keyword
         :returns: Nothing.
         """
         :type test_kw: Keyword
         :returns: Nothing.
         """
-        for keyword in test_kw.keywords:
+        for keyword in test_kw.body:
             if self.start_test_kw(keyword) is not False:
                 self.visit_test_kw(keyword)
                 self.end_test_kw(keyword)
             if self.start_test_kw(keyword) is not False:
                 self.visit_test_kw(keyword)
                 self.end_test_kw(keyword)
@@ -944,12 +1293,15 @@ class ExecutionChecker(ResultVisitor):
         :type test_kw: Keyword
         :returns: Nothing.
         """
         :type test_kw: Keyword
         :returns: Nothing.
         """
-        if test_kw.name.count("Show Runtime Counters On All Duts"):
-            self._lookup_kw_nr += 1
-            self._show_run_lookup_nr = 0
-            self._msg_type = "test-show-runtime"
-        elif test_kw.name.count("Start The L2fwd Test") and not self._version:
-            self._msg_type = "dpdk-version"
+        if not self._process_oper:
+            return
+
+        if test_kw.name.count(u"Run Telemetry On All Duts"):
+            self._msg_type = u"test-telemetry"
+            self._telemetry_kw_counter += 1
+        elif test_kw.name.count(u"Show Runtime On All Duts"):
+            self._msg_type = u"test-show-runtime"
+            self._sh_run_counter += 1
         else:
             return
         test_kw.messages.visit(self)
         else:
             return
         test_kw.messages.visit(self)
@@ -961,7 +1313,6 @@ class ExecutionChecker(ResultVisitor):
         :type test_kw: Keyword
         :returns: Nothing.
         """
         :type test_kw: Keyword
         :returns: Nothing.
         """
-        pass
 
     def visit_setup_kw(self, setup_kw):
         """Implements traversing through the teardown keyword and its child
 
     def visit_setup_kw(self, setup_kw):
         """Implements traversing through the teardown keyword and its child
@@ -971,7 +1322,7 @@ class ExecutionChecker(ResultVisitor):
         :type setup_kw: Keyword
         :returns: Nothing.
         """
         :type setup_kw: Keyword
         :returns: Nothing.
         """
-        for keyword in setup_kw.keywords:
+        for keyword in setup_kw.body:
             if self.start_setup_kw(keyword) is not False:
                 self.visit_setup_kw(keyword)
                 self.end_setup_kw(keyword)
             if self.start_setup_kw(keyword) is not False:
                 self.visit_setup_kw(keyword)
                 self.end_setup_kw(keyword)
@@ -984,14 +1335,14 @@ class ExecutionChecker(ResultVisitor):
         :type setup_kw: Keyword
         :returns: Nothing.
         """
         :type setup_kw: Keyword
         :returns: Nothing.
         """
-        if setup_kw.name.count("Show Vpp Version On All Duts") \
+        if setup_kw.name.count(u"Show Vpp Version On All Duts") \
                 and not self._version:
                 and not self._version:
-            self._msg_type = "vpp-version"
-        elif setup_kw.name.count("Set Global Variable") \
-                and not self._timestamp:
-            self._msg_type = "timestamp"
-        elif setup_kw.name.count("Setup Framework") and not self._testbed:
-            self._msg_type = "testbed"
+            self._msg_type = u"vpp-version"
+        elif setup_kw.name.count(u"Install Dpdk Framework On All Duts") and \
+                not self._version:
+            self._msg_type = u"dpdk-version"
+        elif setup_kw.name.count(u"Setup Framework") and not self._testbed:
+            self._msg_type = u"testbed"
         else:
             return
         setup_kw.messages.visit(self)
         else:
             return
         setup_kw.messages.visit(self)
@@ -1003,7 +1354,6 @@ class ExecutionChecker(ResultVisitor):
         :type setup_kw: Keyword
         :returns: Nothing.
         """
         :type setup_kw: Keyword
         :returns: Nothing.
         """
-        pass
 
     def visit_teardown_kw(self, teardown_kw):
         """Implements traversing through the teardown keyword and its child
 
     def visit_teardown_kw(self, teardown_kw):
         """Implements traversing through the teardown keyword and its child
@@ -1013,27 +1363,21 @@ class ExecutionChecker(ResultVisitor):
         :type teardown_kw: Keyword
         :returns: Nothing.
         """
         :type teardown_kw: Keyword
         :returns: Nothing.
         """
-        for keyword in teardown_kw.keywords:
+        for keyword in teardown_kw.body:
             if self.start_teardown_kw(keyword) is not False:
                 self.visit_teardown_kw(keyword)
                 self.end_teardown_kw(keyword)
 
     def start_teardown_kw(self, teardown_kw):
             if self.start_teardown_kw(keyword) is not False:
                 self.visit_teardown_kw(keyword)
                 self.end_teardown_kw(keyword)
 
     def start_teardown_kw(self, teardown_kw):
-        """Called when teardown keyword starts. Default implementation does
-        nothing.
+        """Called when teardown keyword starts
 
         :param teardown_kw: Keyword to process.
         :type teardown_kw: Keyword
         :returns: Nothing.
         """
 
         :param teardown_kw: Keyword to process.
         :type teardown_kw: Keyword
         :returns: Nothing.
         """
-
-        if teardown_kw.name.count("Show Vat History On All Duts"):
-            self._conf_history_lookup_nr = 0
-            self._msg_type = "teardown-vat-history"
-            teardown_kw.messages.visit(self)
-        elif teardown_kw.name.count("Show Papi History On All Duts"):
+        if teardown_kw.name.count(u"Show Papi History On All Duts"):
             self._conf_history_lookup_nr = 0
             self._conf_history_lookup_nr = 0
-            self._msg_type = "teardown-papi-history"
+            self._msg_type = u"teardown-papi-history"
             teardown_kw.messages.visit(self)
 
     def end_teardown_kw(self, teardown_kw):
             teardown_kw.messages.visit(self)
 
     def end_teardown_kw(self, teardown_kw):
@@ -1043,7 +1387,6 @@ class ExecutionChecker(ResultVisitor):
         :type teardown_kw: Keyword
         :returns: Nothing.
         """
         :type teardown_kw: Keyword
         :returns: Nothing.
         """
-        pass
 
     def visit_message(self, msg):
         """Implements visiting the message.
 
     def visit_message(self, msg):
         """Implements visiting the message.
@@ -1063,7 +1406,6 @@ class ExecutionChecker(ResultVisitor):
         :type msg: Message
         :returns: Nothing.
         """
         :type msg: Message
         :returns: Nothing.
         """
-
         if self._msg_type:
             self.parse_msg[self._msg_type](msg)
 
         if self._msg_type:
             self.parse_msg[self._msg_type](msg)
 
@@ -1074,10 +1416,9 @@ class ExecutionChecker(ResultVisitor):
         :type msg: Message
         :returns: Nothing.
         """
         :type msg: Message
         :returns: Nothing.
         """
-        pass
 
 
 
 
-class InputData(object):
+class InputData:
     """Input data
 
     The data is extracted from output.xml files generated by Jenkins jobs and
     """Input data
 
     The data is extracted from output.xml files generated by Jenkins jobs and
@@ -1094,18 +1435,22 @@ class InputData(object):
           (as described in ExecutionChecker documentation)
     """
 
           (as described in ExecutionChecker documentation)
     """
 
-    def __init__(self, spec):
+    def __init__(self, spec, for_output):
         """Initialization.
 
         :param spec: Specification.
         """Initialization.
 
         :param spec: Specification.
+        :param for_output: Output to be generated from downloaded data.
         :type spec: Specification
         :type spec: Specification
+        :type for_output: str
         """
 
         # Specification:
         self._cfg = spec
 
         """
 
         # Specification:
         self._cfg = spec
 
+        self._for_output = for_output
+
         # Data store:
         # Data store:
-        self._input_data = pd.Series()
+        self._input_data = pd.Series(dtype="object")
 
     @property
     def data(self):
 
     @property
     def data(self):
@@ -1126,8 +1471,7 @@ class InputData(object):
         :returns: Metadata
         :rtype: pandas.Series
         """
         :returns: Metadata
         :rtype: pandas.Series
         """
-
-        return self.data[job][build]["metadata"]
+        return self.data[job][build][u"metadata"]
 
     def suites(self, job, build):
         """Getter - suites
 
     def suites(self, job, build):
         """Getter - suites
@@ -1139,8 +1483,7 @@ class InputData(object):
         :returns: Suites.
         :rtype: pandas.Series
         """
         :returns: Suites.
         :rtype: pandas.Series
         """
-
-        return self.data[job][str(build)]["suites"]
+        return self.data[job][str(build)][u"suites"]
 
     def tests(self, job, build):
         """Getter - tests
 
     def tests(self, job, build):
         """Getter - tests
@@ -1152,48 +1495,63 @@ class InputData(object):
         :returns: Tests.
         :rtype: pandas.Series
         """
         :returns: Tests.
         :rtype: pandas.Series
         """
+        return self.data[job][build][u"tests"]
 
 
-        return self.data[job][build]["tests"]
-
-    def _parse_tests(self, job, build, log):
+    def _parse_tests(self, job, build):
         """Process data from robot output.xml file and return JSON structured
         data.
 
         :param job: The name of job which build output data will be processed.
         :param build: The build which output data will be processed.
         """Process data from robot output.xml file and return JSON structured
         data.
 
         :param job: The name of job which build output data will be processed.
         :param build: The build which output data will be processed.
-        :param log: List of log messages.
         :type job: str
         :type build: dict
         :type job: str
         :type build: dict
-        :type log: list of tuples (severity, msg)
         :returns: JSON data structure.
         :rtype: dict
         """
 
         metadata = {
         :returns: JSON data structure.
         :rtype: dict
         """
 
         metadata = {
-            "job": job,
-            "build": build
+            u"job": job,
+            u"build": build
         }
 
         }
 
-        with open(build["file-name"], 'r') as data_file:
+        with open(build[u"file-name"], u'r') as data_file:
             try:
                 result = ExecutionResult(data_file)
             except errors.DataError as err:
             try:
                 result = ExecutionResult(data_file)
             except errors.DataError as err:
-                log.append(("ERROR", "Error occurred while parsing output.xml: "
-                                     "{0}".format(err)))
+                logging.error(
+                    f"Error occurred while parsing output.xml: {repr(err)}"
+                )
                 return None
                 return None
-        checker = ExecutionChecker(metadata, self._cfg.mapping,
-                                   self._cfg.ignore)
+
+        process_oper = False
+        if u"-vpp-perf-report-coverage-" in job:
+            process_oper = True
+        # elif u"-vpp-perf-report-iterative-" in job:
+        #     # Exceptions for TBs where we do not have coverage data:
+        #     for item in (u"-2n-icx", ):
+        #         if item in job:
+        #             process_oper = True
+        #             break
+        checker = ExecutionChecker(
+            metadata, self._cfg.mapping, self._cfg.ignore, process_oper
+        )
         result.visit(checker)
 
         result.visit(checker)
 
+        checker.data[u"metadata"][u"tests_total"] = \
+            result.statistics.total.all.total
+        checker.data[u"metadata"][u"tests_passed"] = \
+            result.statistics.total.all.passed
+        checker.data[u"metadata"][u"tests_failed"] = \
+            result.statistics.total.all.failed
+        checker.data[u"metadata"][u"elapsedtime"] = result.suite.elapsedtime
+        checker.data[u"metadata"][u"generated"] = result.suite.endtime[:14]
+
         return checker.data
 
         return checker.data
 
-    def _download_and_parse_build(self, pid, data_queue, job, build, repeat):
+    def _download_and_parse_build(self, job, build, repeat, pid=10000):
         """Download and parse the input data file.
 
         :param pid: PID of the process executing this method.
         """Download and parse the input data file.
 
         :param pid: PID of the process executing this method.
-        :param data_queue: Shared memory between processes. Queue which keeps
-            the result data. This data is then read by the main process and used
-            in further processing.
         :param job: Name of the Jenkins job which generated the processed input
             file.
         :param build: Information about the Jenkins build which generated the
         :param job: Name of the Jenkins job which generated the processed input
             file.
         :param build: Information about the Jenkins build which generated the
@@ -1201,106 +1559,74 @@ class InputData(object):
         :param repeat: Repeat the download specified number of times if not
             successful.
         :type pid: int
         :param repeat: Repeat the download specified number of times if not
             successful.
         :type pid: int
-        :type data_queue: multiprocessing.Manager().Queue()
         :type job: str
         :type build: dict
         :type repeat: int
         """
 
         :type job: str
         :type build: dict
         :type repeat: int
         """
 
-        logs = list()
-
-        logs.append(("INFO", "  Processing the job/build: {0}: {1}".
-                     format(job, build["build"])))
+        logging.info(f"Processing the job/build: {job}: {build[u'build']}")
 
 
-        state = "failed"
+        state = u"failed"
         success = False
         data = None
         do_repeat = repeat
         while do_repeat:
         success = False
         data = None
         do_repeat = repeat
         while do_repeat:
-            success = download_and_unzip_data_file(self._cfg, job, build, pid,
-                                                   logs)
+            success = download_and_unzip_data_file(self._cfg, job, build, pid)
             if success:
                 break
             do_repeat -= 1
         if not success:
             if success:
                 break
             do_repeat -= 1
         if not success:
-            logs.append(("ERROR", "It is not possible to download the input "
-                                  "data file from the job '{job}', build "
-                                  "'{build}', or it is damaged. Skipped.".
-                         format(job=job, build=build["build"])))
+            logging.error(
+                f"It is not possible to download the input data file from the "
+                f"job {job}, build {build[u'build']}, or it is damaged. "
+                f"Skipped."
+            )
         if success:
         if success:
-            logs.append(("INFO", "    Processing data from the build '{0}' ...".
-                         format(build["build"])))
-            data = self._parse_tests(job, build, logs)
+            logging.info(f"  Processing data from build {build[u'build']}")
+            data = self._parse_tests(job, build)
             if data is None:
             if data is None:
-                logs.append(("ERROR", "Input data file from the job '{job}', "
-                                      "build '{build}' is damaged. Skipped.".
-                             format(job=job, build=build["build"])))
+                logging.error(
+                    f"Input data file from the job {job}, build "
+                    f"{build[u'build']} is damaged. Skipped."
+                )
             else:
             else:
-                state = "processed"
+                state = u"processed"
 
             try:
 
             try:
-                remove(build["file-name"])
+                remove(build[u"file-name"])
             except OSError as err:
             except OSError as err:
-                logs.append(("ERROR", "Cannot remove the file '{0}': {1}".
-                             format(build["file-name"], repr(err))))
+                logging.error(
+                    f"Cannot remove the file {build[u'file-name']}: {repr(err)}"
+                )
 
         # If the time-period is defined in the specification file, remove all
         # files which are outside the time period.
 
         # If the time-period is defined in the specification file, remove all
         # files which are outside the time period.
-        timeperiod = self._cfg.input.get("time-period", None)
+        is_last = False
+        timeperiod = self._cfg.environment.get(u"time-period", None)
         if timeperiod and data:
             now = dt.utcnow()
             timeperiod = timedelta(int(timeperiod))
         if timeperiod and data:
             now = dt.utcnow()
             timeperiod = timedelta(int(timeperiod))
-            metadata = data.get("metadata", None)
+            metadata = data.get(u"metadata", None)
             if metadata:
             if metadata:
-                generated = metadata.get("generated", None)
+                generated = metadata.get(u"generated", None)
                 if generated:
                 if generated:
-                    generated = dt.strptime(generated, "%Y%m%d %H:%M")
+                    generated = dt.strptime(generated, u"%Y%m%d %H:%M")
                     if (now - generated) > timeperiod:
                         # Remove the data and the file:
                     if (now - generated) > timeperiod:
                         # Remove the data and the file:
-                        state = "removed"
+                        state = u"removed"
                         data = None
                         data = None
-                        logs.append(
-                            ("INFO",
-                             "    The build {job}/{build} is outdated, will be "
-                             "removed".format(job=job, build=build["build"])))
-                        file_name = self._cfg.input["file-name"]
-                        full_name = join(
-                            self._cfg.environment["paths"]["DIR[WORKING,DATA]"],
-                            "{job}{sep}{build}{sep}{name}".
-                                format(job=job,
-                                       sep=SEPARATOR,
-                                       build=build["build"],
-                                       name=file_name))
-                        try:
-                            remove(full_name)
-                            logs.append(("INFO",
-                                         "    The file {name} has been removed".
-                                         format(name=full_name)))
-                        except OSError as err:
-                            logs.append(("ERROR",
-                                        "Cannot remove the file '{0}': {1}".
-                                        format(full_name, repr(err))))
-        logs.append(("INFO", "  Done."))
-
-        for level, line in logs:
-            if level == "INFO":
-                logging.info(line)
-            elif level == "ERROR":
-                logging.error(line)
-            elif level == "DEBUG":
-                logging.debug(line)
-            elif level == "CRITICAL":
-                logging.critical(line)
-            elif level == "WARNING":
-                logging.warning(line)
-
-        result = {
-            "data": data,
-            "state": state,
-            "job": job,
-            "build": build
+                        is_last = True
+                        logging.info(
+                            f"  The build {job}/{build[u'build']} is "
+                            f"outdated, will be removed."
+                        )
+        return {
+            u"data": data,
+            u"state": state,
+            u"job": job,
+            u"build": build,
+            u"last": is_last
         }
         }
-        data_queue.put(result)
 
     def download_and_parse_data(self, repeat=1):
         """Download the input data files, parse input data from input files and
 
     def download_and_parse_data(self, repeat=1):
         """Download the input data files, parse input data from input files and
@@ -1311,78 +1637,180 @@ class InputData(object):
         :type repeat: int
         """
 
         :type repeat: int
         """
 
-        logging.info("Downloading and parsing input files ...")
-
-        work_queue = multiprocessing.JoinableQueue()
-        manager = multiprocessing.Manager()
-        data_queue = manager.Queue()
-        cpus = multiprocessing.cpu_count()
-
-        workers = list()
-        for cpu in range(cpus):
-            worker = Worker(work_queue,
-                            data_queue,
-                            self._download_and_parse_build)
-            worker.daemon = True
-            worker.start()
-            workers.append(worker)
-            os.system("taskset -p -c {0} {1} > /dev/null 2>&1".
-                      format(cpu, worker.pid))
-
-        for job, builds in self._cfg.builds.items():
-            for build in builds:
-                work_queue.put((job, build, repeat))
-
-            work_queue.join()
-
-            logging.info("Done.")
-
-            logging.info("Collecting data:")
-
-            while not data_queue.empty():
-                try:
-                    result = data_queue.get()
-
-                    job = result["job"]
-                    build_nr = result["build"]["build"]
-
-                    logging.info("  {job}-{build}".format(job=job,
-                                                          build=build_nr))
-                    if result["data"]:
-                        data = result["data"]
-                        build_data = pd.Series({
-                            "metadata": pd.Series(
-                                data["metadata"].values(),
-                                index=data["metadata"].keys()),
-                            "suites": pd.Series(data["suites"].values(),
-                                                index=data["suites"].keys()),
-                            "tests": pd.Series(data["tests"].values(),
-                                               index=data["tests"].keys())})
+        logging.info(u"Downloading and parsing input files ...")
 
 
-                        if self._input_data.get(job, None) is None:
-                            self._input_data[job] = pd.Series()
-                        self._input_data[job][str(build_nr)] = build_data
+        for job, builds in self._cfg.input.items():
+            for build in builds:
 
 
-                        self._cfg.set_input_file_name(
-                            job, build_nr, result["build"]["file-name"])
+                result = self._download_and_parse_build(job, build, repeat)
+                if result[u"last"]:
+                    break
+                build_nr = result[u"build"][u"build"]
+
+                if result[u"data"]:
+                    data = result[u"data"]
+                    build_data = pd.Series({
+                        u"metadata": pd.Series(
+                            list(data[u"metadata"].values()),
+                            index=list(data[u"metadata"].keys())
+                        ),
+                        u"suites": pd.Series(
+                            list(data[u"suites"].values()),
+                            index=list(data[u"suites"].keys())
+                        ),
+                        u"tests": pd.Series(
+                            list(data[u"tests"].values()),
+                            index=list(data[u"tests"].keys())
+                        )
+                    })
+
+                    if self._input_data.get(job, None) is None:
+                        self._input_data[job] = pd.Series(dtype="object")
+                    self._input_data[job][str(build_nr)] = build_data
+                    self._cfg.set_input_file_name(
+                        job, build_nr, result[u"build"][u"file-name"]
+                    )
+                self._cfg.set_input_state(job, build_nr, result[u"state"])
+
+                mem_alloc = \
+                    resource.getrusage(resource.RUSAGE_SELF).ru_maxrss / 1000
+                logging.info(f"Memory allocation: {mem_alloc:.0f}MB")
+
+        logging.info(u"Done.")
+
+        msg = f"Successful downloads from the sources:\n"
+        for source in self._cfg.environment[u"data-sources"]:
+            if source[u"successful-downloads"]:
+                msg += (
+                    f"{source[u'url']}/{source[u'path']}/"
+                    f"{source[u'file-name']}: "
+                    f"{source[u'successful-downloads']}\n"
+                )
+        logging.info(msg)
+
+    def process_local_file(self, local_file, job=u"local", build_nr=1,
+                           replace=True):
+        """Process local XML file given as a command-line parameter.
+
+        :param local_file: The file to process.
+        :param job: Job name.
+        :param build_nr: Build number.
+        :param replace: If True, the information about jobs and builds is
+            replaced by the new one, otherwise the new jobs and builds are
+            added.
+        :type local_file: str
+        :type job: str
+        :type build_nr: int
+        :type replace: bool
+        :raises: PresentationError if an error occurs.
+        """
+        if not isfile(local_file):
+            raise PresentationError(f"The file {local_file} does not exist.")
 
 
-                    self._cfg.set_input_state(job, build_nr, result["state"])
+        try:
+            build_nr = int(local_file.split(u"/")[-1].split(u".")[0])
+        except (IndexError, ValueError):
+            pass
 
 
-                except (MemoryError, EOFError) as err:
-                    logging.error(repr(err))
-                    raise
+        build = {
+            u"build": build_nr,
+            u"status": u"failed",
+            u"file-name": local_file
+        }
+        if replace:
+            self._cfg.input = dict()
+        self._cfg.add_build(job, build)
+
+        logging.info(f"Processing {job}: {build_nr:2d}: {local_file}")
+        data = self._parse_tests(job, build)
+        if data is None:
+            raise PresentationError(
+                f"Error occurred while parsing the file {local_file}"
+            )
+
+        build_data = pd.Series({
+            u"metadata": pd.Series(
+                list(data[u"metadata"].values()),
+                index=list(data[u"metadata"].keys())
+            ),
+            u"suites": pd.Series(
+                list(data[u"suites"].values()),
+                index=list(data[u"suites"].keys())
+            ),
+            u"tests": pd.Series(
+                list(data[u"tests"].values()),
+                index=list(data[u"tests"].keys())
+            )
+        })
+
+        if self._input_data.get(job, None) is None:
+            self._input_data[job] = pd.Series(dtype="object")
+        self._input_data[job][str(build_nr)] = build_data
+
+        self._cfg.set_input_state(job, build_nr, u"processed")
+
+    def process_local_directory(self, local_dir, replace=True):
+        """Process local directory with XML file(s). The directory is processed
+        as a 'job' and the XML files in it as builds.
+        If the given directory contains only sub-directories, these
+        sub-directories processed as jobs and corresponding XML files as builds
+        of their job.
+
+        :param local_dir: Local directory to process.
+        :param replace: If True, the information about jobs and builds is
+            replaced by the new one, otherwise the new jobs and builds are
+            added.
+        :type local_dir: str
+        :type replace: bool
+        """
+        if not isdir(local_dir):
+            raise PresentationError(
+                f"The directory {local_dir} does not exist."
+            )
+
+        # Check if the given directory includes only files, or only directories
+        _, dirnames, filenames = next(walk(local_dir))
+
+        if filenames and not dirnames:
+            filenames.sort()
+            # local_builds:
+            # key: dir (job) name, value: list of file names (builds)
+            local_builds = {
+                local_dir: [join(local_dir, name) for name in filenames]
+            }
 
 
-        del data_queue
+        elif dirnames and not filenames:
+            dirnames.sort()
+            # local_builds:
+            # key: dir (job) name, value: list of file names (builds)
+            local_builds = dict()
+            for dirname in dirnames:
+                builds = [
+                    join(local_dir, dirname, name)
+                    for name in listdir(join(local_dir, dirname))
+                    if isfile(join(local_dir, dirname, name))
+                ]
+                if builds:
+                    local_builds[dirname] = sorted(builds)
+
+        elif not filenames and not dirnames:
+            raise PresentationError(f"The directory {local_dir} is empty.")
+        else:
+            raise PresentationError(
+                f"The directory {local_dir} can include only files or only "
+                f"directories, not both.\nThe directory {local_dir} includes "
+                f"file(s):\n{filenames}\nand directories:\n{dirnames}"
+            )
 
 
-        # Terminate all workers
-        for worker in workers:
-            worker.terminate()
-            worker.join()
+        if replace:
+            self._cfg.input = dict()
 
 
-        logging.info("Done.")
+        for job, files in local_builds.items():
+            for idx, local_file in enumerate(files):
+                self.process_local_file(local_file, job, idx + 1, replace=False)
 
     @staticmethod
 
     @staticmethod
-    def _end_of_tag(tag_filter, start=0, closer="'"):
+    def _end_of_tag(tag_filter, start=0, closer=u"'"):
         """Return the index of character in the string which is the end of tag.
 
         :param tag_filter: The string where the end of tag is being searched.
         """Return the index of character in the string which is the end of tag.
 
         :param tag_filter: The string where the end of tag is being searched.
@@ -1394,7 +1822,6 @@ class InputData(object):
         :returns: The index of the tag closer.
         :rtype: int
         """
         :returns: The index of the tag closer.
         :rtype: int
         """
-
         try:
             idx_opener = tag_filter.index(closer, start)
             return tag_filter.index(closer, idx_opener + 1)
         try:
             idx_opener = tag_filter.index(closer, start)
             return tag_filter.index(closer, idx_opener + 1)
@@ -1410,21 +1837,19 @@ class InputData(object):
         :returns: Conditional statement which can be evaluated.
         :rtype: str
         """
         :returns: Conditional statement which can be evaluated.
         :rtype: str
         """
-
         index = 0
         while True:
             index = InputData._end_of_tag(tag_filter, index)
             if index is None:
                 return tag_filter
             index += 1
         index = 0
         while True:
             index = InputData._end_of_tag(tag_filter, index)
             if index is None:
                 return tag_filter
             index += 1
-            tag_filter = tag_filter[:index] + " in tags" + tag_filter[index:]
+            tag_filter = tag_filter[:index] + u" in tags" + tag_filter[index:]
 
 
-    def filter_data(self, element, params=None, data_set="tests",
+    def filter_data(self, element, params=None, data=None, data_set=u"tests",
                     continue_on_error=False):
         """Filter required data from the given jobs and builds.
 
         The output data structure is:
                     continue_on_error=False):
         """Filter required data from the given jobs and builds.
 
         The output data structure is:
-
         - job 1
           - build 1
             - test (or suite) 1 ID:
         - job 1
           - build 1
             - test (or suite) 1 ID:
@@ -1442,13 +1867,16 @@ class InputData(object):
 
         :param element: Element which will use the filtered data.
         :param params: Parameters which will be included in the output. If None,
 
         :param element: Element which will use the filtered data.
         :param params: Parameters which will be included in the output. If None,
-        all parameters are included.
+            all parameters are included.
+        :param data: If not None, this data is used instead of data specified
+            in the element.
         :param data_set: The set of data to be filtered: tests, suites,
         :param data_set: The set of data to be filtered: tests, suites,
-        metadata.
+            metadata.
         :param continue_on_error: Continue if there is error while reading the
         :param continue_on_error: Continue if there is error while reading the
-        data. The Item will be empty then
+            data. The Item will be empty then
         :type element: pandas.Series
         :type params: list
         :type element: pandas.Series
         :type params: list
+        :type data: dict
         :type data_set: str
         :type continue_on_error: bool
         :returns: Filtered data.
         :type data_set: str
         :type continue_on_error: bool
         :returns: Filtered data.
@@ -1456,59 +1884,169 @@ class InputData(object):
         """
 
         try:
         """
 
         try:
-            if element["filter"] in ("all", "template"):
-                cond = "True"
+            if data_set == "suites":
+                cond = u"True"
+            elif element[u"filter"] in (u"all", u"template"):
+                cond = u"True"
             else:
             else:
-                cond = InputData._condition(element["filter"])
-            logging.debug("   Filter: {0}".format(cond))
+                cond = InputData._condition(element[u"filter"])
+            logging.debug(f"   Filter: {cond}")
         except KeyError:
         except KeyError:
-            logging.error("  No filter defined.")
+            logging.error(u"  No filter defined.")
             return None
 
         if params is None:
             return None
 
         if params is None:
-            params = element.get("parameters", None)
+            params = element.get(u"parameters", None)
             if params:
             if params:
-                params.append("type")
+                params.extend((u"type", u"status"))
 
 
-        data = pd.Series()
+        data_to_filter = data if data else element[u"data"]
+        data = pd.Series(dtype="object")
         try:
         try:
-            for job, builds in element["data"].items():
-                data[job] = pd.Series()
+            for job, builds in data_to_filter.items():
+                data[job] = pd.Series(dtype="object")
                 for build in builds:
                 for build in builds:
-                    data[job][str(build)] = pd.Series()
+                    data[job][str(build)] = pd.Series(dtype="object")
                     try:
                     try:
-                        data_iter = self.data[job][str(build)][data_set].\
-                            iteritems()
+                        data_dict = dict(
+                            self.data[job][str(build)][data_set].items())
                     except KeyError:
                         if continue_on_error:
                             continue
                     except KeyError:
                         if continue_on_error:
                             continue
-                        else:
-                            return None
-                    for test_ID, test_data in data_iter:
-                        if eval(cond, {"tags": test_data.get("tags", "")}):
-                            data[job][str(build)][test_ID] = pd.Series()
+                        return None
+
+                    for test_id, test_data in data_dict.items():
+                        if eval(cond, {u"tags": test_data.get(u"tags", u"")}):
+                            data[job][str(build)][test_id] = \
+                                pd.Series(dtype="object")
                             if params is None:
                                 for param, val in test_data.items():
                             if params is None:
                                 for param, val in test_data.items():
-                                    data[job][str(build)][test_ID][param] = val
+                                    data[job][str(build)][test_id][param] = val
                             else:
                                 for param in params:
                                     try:
                             else:
                                 for param in params:
                                     try:
-                                        data[job][str(build)][test_ID][param] =\
+                                        data[job][str(build)][test_id][param] =\
                                             test_data[param]
                                     except KeyError:
                                             test_data[param]
                                     except KeyError:
-                                        data[job][str(build)][test_ID][param] =\
-                                            "No Data"
+                                        data[job][str(build)][test_id][param] =\
+                                            u"No Data"
             return data
 
         except (KeyError, IndexError, ValueError) as err:
             return data
 
         except (KeyError, IndexError, ValueError) as err:
-            logging.error("   Missing mandatory parameter in the element "
-                          "specification: {0}".format(err))
+            logging.error(
+                f"Missing mandatory parameter in the element specification: "
+                f"{repr(err)}"
+            )
             return None
             return None
-        except AttributeError:
+        except AttributeError as err:
+            logging.error(repr(err))
             return None
             return None
-        except SyntaxError:
-            logging.error("   The filter '{0}' is not correct. Check if all "
-                          "tags are enclosed by apostrophes.".format(cond))
+        except SyntaxError as err:
+            logging.error(
+                f"The filter {cond} is not correct. Check if all tags are "
+                f"enclosed by apostrophes.\n{repr(err)}"
+            )
+            return None
+
+    def filter_tests_by_name(self, element, params=None, data_set=u"tests",
+                             continue_on_error=False):
+        """Filter required data from the given jobs and builds.
+
+        The output data structure is:
+        - job 1
+          - build 1
+            - test (or suite) 1 ID:
+              - param 1
+              - param 2
+              ...
+              - param n
+            ...
+            - test (or suite) n ID:
+            ...
+          ...
+          - build n
+        ...
+        - job n
+
+        :param element: Element which will use the filtered data.
+        :param params: Parameters which will be included in the output. If None,
+        all parameters are included.
+        :param data_set: The set of data to be filtered: tests, suites,
+        metadata.
+        :param continue_on_error: Continue if there is error while reading the
+        data. The Item will be empty then
+        :type element: pandas.Series
+        :type params: list
+        :type data_set: str
+        :type continue_on_error: bool
+        :returns: Filtered data.
+        :rtype pandas.Series
+        """
+
+        include = element.get(u"include", None)
+        if not include:
+            logging.warning(u"No tests to include, skipping the element.")
+            return None
+
+        if params is None:
+            params = element.get(u"parameters", None)
+            if params and u"type" not in params:
+                params.append(u"type")
+
+        cores = element.get(u"core", None)
+        if cores:
+            tests = list()
+            for core in cores:
+                for test in include:
+                    tests.append(test.format(core=core))
+        else:
+            tests = include
+
+        data = pd.Series(dtype="object")
+        try:
+            for job, builds in element[u"data"].items():
+                data[job] = pd.Series(dtype="object")
+                for build in builds:
+                    data[job][str(build)] = pd.Series(dtype="object")
+                    for test in tests:
+                        try:
+                            reg_ex = re.compile(str(test).lower())
+                            for test_id in self.data[job][
+                                    str(build)][data_set].keys():
+                                if re.match(reg_ex, str(test_id).lower()):
+                                    test_data = self.data[job][
+                                        str(build)][data_set][test_id]
+                                    data[job][str(build)][test_id] = \
+                                        pd.Series(dtype="object")
+                                    if params is None:
+                                        for param, val in test_data.items():
+                                            data[job][str(build)][test_id]\
+                                                [param] = val
+                                    else:
+                                        for param in params:
+                                            try:
+                                                data[job][str(build)][
+                                                    test_id][param] = \
+                                                    test_data[param]
+                                            except KeyError:
+                                                data[job][str(build)][
+                                                    test_id][param] = u"No Data"
+                        except KeyError as err:
+                            if continue_on_error:
+                                logging.debug(repr(err))
+                                continue
+                            logging.error(repr(err))
+                            return None
+            return data
+
+        except (KeyError, IndexError, ValueError) as err:
+            logging.error(
+                f"Missing mandatory parameter in the element "
+                f"specification: {repr(err)}"
+            )
+            return None
+        except AttributeError as err:
+            logging.error(repr(err))
             return None
 
     @staticmethod
             return None
 
     @staticmethod
@@ -1532,12 +2070,93 @@ class InputData(object):
         :rtype: pandas.Series
         """
 
         :rtype: pandas.Series
         """
 
-        logging.info("    Merging data ...")
-
-        merged_data = pd.Series()
-        for _, builds in data.iteritems():
-            for _, item in builds.iteritems():
-                for ID, item_data in item.iteritems():
-                    merged_data[ID] = item_data
+        logging.info(u"    Merging data ...")
 
 
+        merged_data = pd.Series(dtype="object")
+        for builds in data.values:
+            for item in builds.values:
+                for item_id, item_data in item.items():
+                    merged_data[item_id] = item_data
         return merged_data
         return merged_data
+
+    def print_all_oper_data(self):
+        """Print all operational data to console.
+        """
+
+        for job in self._input_data.values:
+            for build in job.values:
+                for test_id, test_data in build[u"tests"].items():
+                    print(f"{test_id}")
+                    if test_data.get(u"show-run", None) is None:
+                        continue
+                    for dut_name, data in test_data[u"show-run"].items():
+                        if data.get(u"runtime", None) is None:
+                            continue
+                        runtime = loads(data[u"runtime"])
+                        try:
+                            threads_nr = len(runtime[0][u"clocks"])
+                        except (IndexError, KeyError):
+                            continue
+                        threads = OrderedDict(
+                            {idx: list() for idx in range(threads_nr)})
+                        for item in runtime:
+                            for idx in range(threads_nr):
+                                if item[u"vectors"][idx] > 0:
+                                    clocks = item[u"clocks"][idx] / \
+                                             item[u"vectors"][idx]
+                                elif item[u"calls"][idx] > 0:
+                                    clocks = item[u"clocks"][idx] / \
+                                             item[u"calls"][idx]
+                                elif item[u"suspends"][idx] > 0:
+                                    clocks = item[u"clocks"][idx] / \
+                                             item[u"suspends"][idx]
+                                else:
+                                    clocks = 0.0
+
+                                if item[u"calls"][idx] > 0:
+                                    vectors_call = item[u"vectors"][idx] / \
+                                                   item[u"calls"][idx]
+                                else:
+                                    vectors_call = 0.0
+
+                                if int(item[u"calls"][idx]) + int(
+                                        item[u"vectors"][idx]) + \
+                                        int(item[u"suspends"][idx]):
+                                    threads[idx].append([
+                                        item[u"name"],
+                                        item[u"calls"][idx],
+                                        item[u"vectors"][idx],
+                                        item[u"suspends"][idx],
+                                        clocks,
+                                        vectors_call
+                                    ])
+
+                        print(f"Host IP: {data.get(u'host', '')}, "
+                              f"Socket: {data.get(u'socket', '')}")
+                        for thread_nr, thread in threads.items():
+                            txt_table = prettytable.PrettyTable(
+                                (
+                                    u"Name",
+                                    u"Nr of Vectors",
+                                    u"Nr of Packets",
+                                    u"Suspends",
+                                    u"Cycles per Packet",
+                                    u"Average Vector Size"
+                                )
+                            )
+                            avg = 0.0
+                            for row in thread:
+                                txt_table.add_row(row)
+                                avg += row[-1]
+                            if len(thread) == 0:
+                                avg = u""
+                            else:
+                                avg = f", Average Vector Size per Node: " \
+                                      f"{(avg / len(thread)):.2f}"
+                            th_name = u"main" if thread_nr == 0 \
+                                else f"worker_{thread_nr}"
+                            print(f"{dut_name}, {th_name}{avg}")
+                            txt_table.float_format = u".2"
+                            txt_table.align = u"r"
+                            txt_table.align[u"Name"] = u"l"
+                            print(f"{txt_table.get_string()}\n")