PAL: Update to RF 5.0 and pandas.Series
[csit.git] / resources / tools / presentation / input_data_parser.py
index f7869d8..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:
@@ -25,10 +25,12 @@ import resource
 import logging
 
 from collections import OrderedDict
-from os import remove
+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 json.decoder import JSONDecodeError
 
 import hdrh.histogram
 import hdrh.codec
@@ -40,6 +42,7 @@ from robot import errors
 
 from resources.libraries.python import jumpavg
 from input_data_files import download_and_unzip_data_file
+from pal_errors import PresentationError
 
 
 # Separator used in file names
@@ -213,6 +216,12 @@ class ExecutionChecker(ResultVisitor):
         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'
@@ -220,9 +229,26 @@ class ExecutionChecker(ResultVisitor):
         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'.*\[(.*)\]')
 
-    # TODO: Remove when not needed
+    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.*\[\'(.*)\', \'(.*)\'\]'
@@ -235,18 +261,7 @@ class ExecutionChecker(ResultVisitor):
         r'Latency.*\[\'(.*)\', \'(.*)\'\]\s\n'
         r'Latency.*\[\'(.*)\', \'(.*)\'\]'
     )
-    # TODO: Remove when not needed
-    REGEX_NDRPDR_LAT_LONG = 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.*\[\'(.*)\', \'(.*)\'\]\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*)(.*)"
@@ -262,8 +277,7 @@ class ExecutionChecker(ResultVisitor):
         r'tx\s(\d*),\srx\s(\d*)'
     )
     REGEX_BMRR = re.compile(
-        r'Maximum Receive Rate trial results'
-        r' in packets per second: \[(.*)\]'
+        r'.*trial results.*: \[(.*)\]'
     )
     REGEX_RECONF_LOSS = re.compile(
         r'Packets lost due to reconfig: (\d*)'
@@ -273,15 +287,17 @@ class ExecutionChecker(ResultVisitor):
     )
     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_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
@@ -289,9 +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 process_oper: If True, operational data (show run, telemetry) is
+            processed.
         :type metadata: dict
         :type mapping: dict
         :type ignore: list
+        :type process_oper: bool
         """
 
         # Type of message to parse out from the test messages
@@ -312,6 +331,8 @@ class ExecutionChecker(ResultVisitor):
         # Ignore list
         self._ignore = ignore
 
+        self._process_oper = process_oper
+
         # Number of PAPI History messages found:
         # 0 - no message
         # 1 - PAPI History of DUT1
@@ -319,6 +340,8 @@ class ExecutionChecker(ResultVisitor):
         self._conf_history_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
@@ -338,14 +361,12 @@ class ExecutionChecker(ResultVisitor):
         # Dictionary defining the methods used to parse different types of
         # messages
         self.parse_msg = {
-            u"timestamp": self._get_timestamp,
             u"vpp-version": self._get_vpp_version,
             u"dpdk-version": self._get_dpdk_version,
-            # TODO: Remove when not needed:
-            u"teardown-vat-history": self._get_vat_history,
             u"teardown-papi-history": self._get_papi_history,
             u"test-show-runtime": self._get_show_run,
-            u"testbed": self._get_testbed
+            u"testbed": self._get_testbed,
+            u"test-telemetry": self._get_telemetry
         }
 
     @property
@@ -383,12 +404,56 @@ class ExecutionChecker(ResultVisitor):
         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 original message if a problem occurs.
+        :returns: Processed message or "Test Failed." if a problem occurs.
         :rtype: str
         """
 
@@ -413,7 +478,8 @@ class ExecutionChecker(ResultVisitor):
             return u"Test Failed."
 
         def _process_lat(in_str_1, in_str_2):
-            """Extract min, avg, max values from latency string.
+            """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.
@@ -434,13 +500,13 @@ class ExecutionChecker(ResultVisitor):
             try:
                 hdr_lat_1 = hdrh.histogram.HdrHistogram.decode(in_list_1[3])
             except hdrh.codec.HdrLengthException:
-                return None
+                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:
-                return None
+                hdr_lat_2 = None
 
             if hdr_lat_1 and hdr_lat_2:
                 hdr_lat = (
@@ -451,11 +517,17 @@ class ExecutionChecker(ResultVisitor):
                     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
 
-            return None
+            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 = (
@@ -521,10 +593,11 @@ class ExecutionChecker(ResultVisitor):
         """
 
         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))
+                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
 
@@ -546,42 +619,6 @@ class ExecutionChecker(ResultVisitor):
             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[u"metadata"][u"generated"] = self._timestamp
-        self._msg_type = None
-
-    def _get_vat_history(self, msg):
-        """Called when extraction of VAT command history is required.
-
-        TODO: Remove when not needed.
-
-        :param msg: Message to process.
-        :type msg: Message
-        :returns: Nothing.
-        """
-        if msg.message.count(u"VAT command history:"):
-            self._conf_history_lookup_nr += 1
-            if self._conf_history_lookup_nr == 1:
-                self._data[u"tests"][self._test_id][u"conf-history"] = str()
-            else:
-                self._msg_type = None
-            text = re.sub(r"\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3} "
-                          r"VAT command history:", u"",
-                          msg.message, count=1).replace(u'\n', u' |br| ').\
-                replace(u'"', u"'")
-
-            self._data[u"tests"][self._test_id][u"conf-history"] += (
-                f" |br| **DUT{str(self._conf_history_lookup_nr)}:** {text}"
-            )
-
     def _get_papi_history(self, msg):
         """Called when extraction of PAPI command history is required.
 
@@ -595,12 +632,14 @@ class ExecutionChecker(ResultVisitor):
                 self._data[u"tests"][self._test_id][u"conf-history"] = str()
             else:
                 self._msg_type = None
-            text = re.sub(r"\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3} "
-                          r"PAPI command history:", u"",
-                          msg.message, count=1).replace(u'\n', u' |br| ').\
-                replace(u'"', u"'")
+            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" |br| **DUT{str(self._conf_history_lookup_nr)}:** {text}"
+                f"**DUT{str(self._conf_history_lookup_nr)}:** {text}"
             )
 
     def _get_show_run(self, msg):
@@ -634,52 +673,90 @@ class ExecutionChecker(ResultVisitor):
         except (AttributeError, IndexError):
             sock = u""
 
-        runtime = loads(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])
+        dut = u"dut{nr}".format(
+            nr=len(self._data[u'tests'][self._test_id][u'show-run'].keys()) + 1)
 
-        try:
-            threads_nr = len(runtime[0][u"clocks"])
-        except (IndexError, KeyError):
+        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.
+        """
+
+        if self._telemetry_kw_counter > 1:
+            return
+        if not msg.message.count(u"# TYPE vpp_runtime_calls"):
             return
 
-        dut = u"DUT{nr}".format(
-            nr=len(self._data[u'tests'][self._test_id][u'show-run'].keys()) + 1)
+        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()
 
-        oper = {
+        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"threads": OrderedDict({idx: list() for idx in range(threads_nr)})
+            u"data": list()
         }
-
-        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]):
-                    oper[u"threads"][idx].append([
-                        item[u"name"],
-                        item[u"calls"][idx],
-                        item[u"vectors"][idx],
-                        item[u"suspends"][idx],
-                        clocks,
-                        vectors_call
-                    ])
-
-        self._data[u'tests'][self._test_id][u'show-run'][dut] = copy.copy(oper)
+        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
@@ -710,6 +787,35 @@ class ExecutionChecker(ResultVisitor):
 
         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.
@@ -778,10 +884,7 @@ class ExecutionChecker(ResultVisitor):
             },
         }
 
-        # TODO: Rewrite when long and base are not needed
-        groups = re.search(self.REGEX_NDRPDR_LAT_LONG, msg)
-        if groups is None:
-            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:
@@ -837,40 +940,75 @@ class ExecutionChecker(ResultVisitor):
         except (IndexError, ValueError):
             pass
 
-        # TODO: Remove when not needed
-        latency[u"NDR10"] = {
-            u"direction1": copy.copy(latency_default),
-            u"direction2": copy.copy(latency_default)
-        }
-        latency[u"NDR50"] = {
-            u"direction1": copy.copy(latency_default),
-            u"direction2": copy.copy(latency_default)
-        }
-        latency[u"NDR90"] = {
-            u"direction1": copy.copy(latency_default),
-            u"direction2": copy.copy(latency_default)
-        }
-        try:
-            latency[u"LAT0"][u"direction1"] = process_latency(groups.group(5))
-            latency[u"LAT0"][u"direction2"] = process_latency(groups.group(6))
-            latency[u"NDR10"][u"direction1"] = process_latency(groups.group(7))
-            latency[u"NDR10"][u"direction2"] = process_latency(groups.group(8))
-            latency[u"NDR50"][u"direction1"] = process_latency(groups.group(9))
-            latency[u"NDR50"][u"direction2"] = process_latency(groups.group(10))
-            latency[u"NDR90"][u"direction1"] = process_latency(groups.group(11))
-            latency[u"NDR90"][u"direction2"] = process_latency(groups.group(12))
-            latency[u"PDR10"][u"direction1"] = process_latency(groups.group(13))
-            latency[u"PDR10"][u"direction2"] = process_latency(groups.group(14))
-            latency[u"PDR50"][u"direction1"] = process_latency(groups.group(15))
-            latency[u"PDR50"][u"direction2"] = process_latency(groups.group(16))
-            latency[u"PDR90"][u"direction1"] = process_latency(groups.group(17))
-            latency[u"PDR90"][u"direction2"] = process_latency(groups.group(18))
-            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:
+            try:
+                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
+
+        return result, status
+
     def visit_suite(self, suite):
         """Implements traversing through the suite and its direct children.
 
@@ -896,24 +1034,16 @@ class ExecutionChecker(ResultVisitor):
         except AttributeError:
             return
 
-        doc_str = suite.doc.\
-            replace(u'"', u"'").\
-            replace(u'\n', u' ').\
-            replace(u'\r', u'').\
-            replace(u'*[', u' |br| *[').\
-            replace(u"*", u"**").\
-            replace(u' |br| *[', u'*[', 1)
-
         self._data[u"suites"][suite.longname.lower().
                               replace(u'"', u"'").
                               replace(u" ", u"_")] = {
                                   u"name": suite.name.lower(),
-                                  u"doc": doc_str,
+                                  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.
@@ -931,7 +1061,7 @@ class ExecutionChecker(ResultVisitor):
         :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):
@@ -943,6 +1073,8 @@ class ExecutionChecker(ResultVisitor):
         """
 
         self._sh_run_counter = 0
+        self._telemetry_kw_counter = 0
+        self._telemetry_msg_counter = 0
 
         longname_orig = test.longname.lower()
 
@@ -972,99 +1104,116 @@ class ExecutionChecker(ResultVisitor):
 
         test_result[u"parent"] = test.parent.name.lower()
         test_result[u"tags"] = tags
-        test_result["doc"] = test.doc.\
-            replace(u'"', u"'").\
-            replace(u'\n', u' ').\
-            replace(u'\r', u'').\
-            replace(u'[', u' |br| [').\
-            replace(u' |br| [', u'[', 1)
-        test_result[u"type"] = u"FUNC"
+        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:
-                test_result[u"msg"] = self._get_data_from_perf_test_msg(
-                    test.message).replace(u'\n', u' |br| ').\
-                    replace(u'\r', u'').replace(u'"', u"'")
+                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).replace(u'\n', u' |br| ').\
-                    replace(u'\r', u'').replace(u'"', u"'")
+                    test.message)
             else:
-                test_result[u"msg"] = test.message.replace(u'\n', u' |br| ').\
-                    replace(u'\r', u'').replace(u'"', u"'")
+                test_result[u"msg"] = test.message
         else:
-            test_result[u"msg"] = u"Test Failed."
+            test_result[u"msg"] = test.message
 
-        if u"PERFTEST" in tags:
+        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.
-            groups = re.search(self.REGEX_TC_NAME_OLD, self._test_id)
-            if not groups:
-                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:
-                    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
+            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:
+                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
 
-        if test.status == u"PASS":
-            if u"NDRPDR" in tags:
+        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)
+                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)
-            elif u"SOAK" in tags:
-                test_result[u"type"] = u"SOAK"
-                test_result[u"throughput"], test_result[u"status"] = \
-                    self._get_plr_throughput(test.message)
-            elif u"TCP" in tags:
-                test_result[u"type"] = u"TCP"
-                groups = re.search(self.REGEX_TCP, test.message)
-                test_result[u"result"] = int(groups.group(2))
-            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"
-
+        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)
-                    items_float = [float(item.strip()) for item
-                                   in items_str.split(",")]
+                    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)
                     test_result[u"result"][u"receive-rate"] = \
                         float(groups.group(3)) / float(groups.group(1))
-            elif u"RECONF" in tags:
-                test_result[u"type"] = u"RECONF"
+        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)
@@ -1075,12 +1224,8 @@ class ExecutionChecker(ResultVisitor):
                     }
                 except (AttributeError, IndexError, ValueError, TypeError):
                     test_result[u"status"] = u"FAIL"
-            elif u"DEVICETEST" in tags:
-                test_result[u"type"] = u"DEVICETEST"
-            else:
-                test_result[u"status"] = u"FAIL"
-                self._data[u"tests"][self._test_id] = test_result
-                return
+        else:
+            test_result[u"status"] = u"FAIL"
 
         self._data[u"tests"][self._test_id] = test_result
 
@@ -1135,7 +1280,7 @@ class ExecutionChecker(ResultVisitor):
         :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)
@@ -1148,12 +1293,15 @@ class ExecutionChecker(ResultVisitor):
         :type test_kw: Keyword
         :returns: Nothing.
         """
-        if test_kw.name.count(u"Show Runtime On All Duts") or \
-                test_kw.name.count(u"Show Runtime Counters On All Duts"):
+        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
-        elif test_kw.name.count(u"Install Dpdk Test") and not self._version:
-            self._msg_type = u"dpdk-version"
         else:
             return
         test_kw.messages.visit(self)
@@ -1174,7 +1322,7 @@ class ExecutionChecker(ResultVisitor):
         :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)
@@ -1190,9 +1338,9 @@ class ExecutionChecker(ResultVisitor):
         if setup_kw.name.count(u"Show Vpp Version On All Duts") \
                 and not self._version:
             self._msg_type = u"vpp-version"
-        elif setup_kw.name.count(u"Set Global Variable") \
-                and not self._timestamp:
-            self._msg_type = u"timestamp"
+        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:
@@ -1215,7 +1363,7 @@ class ExecutionChecker(ResultVisitor):
         :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)
@@ -1227,13 +1375,7 @@ class ExecutionChecker(ResultVisitor):
         :type teardown_kw: Keyword
         :returns: Nothing.
         """
-
-        if teardown_kw.name.count(u"Show Vat History On All Duts"):
-            # TODO: Remove when not needed:
-            self._conf_history_lookup_nr = 0
-            self._msg_type = u"teardown-vat-history"
-            teardown_kw.messages.visit(self)
-        elif teardown_kw.name.count(u"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._msg_type = u"teardown-papi-history"
             teardown_kw.messages.visit(self)
@@ -1264,7 +1406,6 @@ class ExecutionChecker(ResultVisitor):
         :type msg: Message
         :returns: Nothing.
         """
-
         if self._msg_type:
             self.parse_msg[self._msg_type](msg)
 
@@ -1294,18 +1435,22 @@ class InputData:
           (as described in ExecutionChecker documentation)
     """
 
-    def __init__(self, spec):
+    def __init__(self, spec, for_output):
         """Initialization.
 
         :param spec: Specification.
+        :param for_output: Output to be generated from downloaded data.
         :type spec: Specification
+        :type for_output: str
         """
 
         # Specification:
         self._cfg = spec
 
+        self._for_output = for_output
+
         # Data store:
-        self._input_data = pd.Series()
+        self._input_data = pd.Series(dtype="object")
 
     @property
     def data(self):
@@ -1326,7 +1471,6 @@ class InputData:
         :returns: Metadata
         :rtype: pandas.Series
         """
-
         return self.data[job][build][u"metadata"]
 
     def suites(self, job, build):
@@ -1339,7 +1483,6 @@ class InputData:
         :returns: Suites.
         :rtype: pandas.Series
         """
-
         return self.data[job][str(build)][u"suites"]
 
     def tests(self, job, build):
@@ -1352,19 +1495,16 @@ class InputData:
         :returns: Tests.
         :rtype: pandas.Series
         """
-
         return self.data[job][build][u"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.
-        :param log: List of log messages.
         :type job: str
         :type build: dict
-        :type log: list of tuples (severity, msg)
         :returns: JSON data structure.
         :rtype: dict
         """
@@ -1378,15 +1518,34 @@ class InputData:
             try:
                 result = ExecutionResult(data_file)
             except errors.DataError as err:
-                log.append(
-                    (u"ERROR", f"Error occurred while parsing output.xml: "
-                               f"{repr(err)}")
+                logging.error(
+                    f"Error occurred while parsing output.xml: {repr(err)}"
                 )
                 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)
 
+        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
 
     def _download_and_parse_build(self, job, build, repeat, pid=10000):
@@ -1405,40 +1564,30 @@ class InputData:
         :type repeat: int
         """
 
-        logs = list()
-
-        logs.append(
-            (u"INFO", f"  Processing the job/build: {job}: {build[u'build']}")
-        )
+        logging.info(f"Processing the job/build: {job}: {build[u'build']}")
 
         state = u"failed"
         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:
-            logs.append(
-                (u"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.")
+            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:
-            logs.append(
-                (u"INFO",
-                 f"    Processing data from the build {build[u'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:
-                logs.append(
-                    (u"ERROR",
-                     f"Input data file from the job {job}, build "
-                     f"{build[u'build']} is damaged. Skipped.")
+                logging.error(
+                    f"Input data file from the job {job}, build "
+                    f"{build[u'build']} is damaged. Skipped."
                 )
             else:
                 state = u"processed"
@@ -1446,14 +1595,14 @@ class InputData:
             try:
                 remove(build[u"file-name"])
             except OSError as err:
-                logs.append(
-                    ("ERROR", f"Cannot remove the file {build[u'file-name']}: "
-                              f"{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.
-        timeperiod = self._cfg.input.get(u"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))
@@ -1466,26 +1615,18 @@ class InputData:
                         # Remove the data and the file:
                         state = u"removed"
                         data = None
-                        logs.append(
-                            (u"INFO",
-                             f"    The build {job}/{build[u'build']} is "
-                             f"outdated, will be removed.")
+                        is_last = True
+                        logging.info(
+                            f"  The build {job}/{build[u'build']} is "
+                            f"outdated, will be removed."
                         )
-        logs.append((u"INFO", u"  Done."))
-
-        for level, line in logs:
-            if level == u"INFO":
-                logging.info(line)
-            elif level == u"ERROR":
-                logging.error(line)
-            elif level == u"DEBUG":
-                logging.debug(line)
-            elif level == u"CRITICAL":
-                logging.critical(line)
-            elif level == u"WARNING":
-                logging.warning(line)
-
-        return {u"data": data, u"state": state, u"job": job, u"build": build}
+        return {
+            u"data": data,
+            u"state": state,
+            u"job": job,
+            u"build": build,
+            u"last": is_last
+        }
 
     def download_and_parse_data(self, repeat=1):
         """Download the input data files, parse input data from input files and
@@ -1498,10 +1639,12 @@ class InputData:
 
         logging.info(u"Downloading and parsing input files ...")
 
-        for job, builds in self._cfg.builds.items():
+        for job, builds in self._cfg.input.items():
             for build in builds:
 
                 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"]:
@@ -1522,12 +1665,11 @@ class InputData:
                     })
 
                     if self._input_data.get(job, None) is None:
-                        self._input_data[job] = pd.Series()
+                        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"])
-
+                        job, build_nr, result[u"build"][u"file-name"]
+                    )
                 self._cfg.set_input_state(job, build_nr, result[u"state"])
 
                 mem_alloc = \
@@ -1536,6 +1678,137 @@ class InputData:
 
         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.")
+
+        try:
+            build_nr = int(local_file.split(u"/")[-1].split(u".")[0])
+        except (IndexError, ValueError):
+            pass
+
+        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]
+            }
+
+        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}"
+            )
+
+        if replace:
+            self._cfg.input = dict()
+
+        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
     def _end_of_tag(tag_filter, start=0, closer=u"'"):
         """Return the index of character in the string which is the end of tag.
@@ -1549,7 +1822,6 @@ class InputData:
         :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)
@@ -1565,7 +1837,6 @@ class InputData:
         :returns: Conditional statement which can be evaluated.
         :rtype: str
         """
-
         index = 0
         while True:
             index = InputData._end_of_tag(tag_filter, index)
@@ -1579,7 +1850,6 @@ class InputData:
         """Filter required data from the given jobs and builds.
 
         The output data structure is:
-
         - job 1
           - build 1
             - test (or suite) 1 ID:
@@ -1628,15 +1898,15 @@ class InputData:
         if params is None:
             params = element.get(u"parameters", None)
             if params:
-                params.append(u"type")
+                params.extend((u"type", u"status"))
 
         data_to_filter = data if data else element[u"data"]
-        data = pd.Series()
+        data = pd.Series(dtype="object")
         try:
             for job, builds in data_to_filter.items():
-                data[job] = pd.Series()
+                data[job] = pd.Series(dtype="object")
                 for build in builds:
-                    data[job][str(build)] = pd.Series()
+                    data[job][str(build)] = pd.Series(dtype="object")
                     try:
                         data_dict = dict(
                             self.data[job][str(build)][data_set].items())
@@ -1647,7 +1917,8 @@ class InputData:
 
                     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()
+                            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
@@ -1682,7 +1953,6 @@ class InputData:
         """Filter required data from the given jobs and builds.
 
         The output data structure is:
-
         - job 1
           - build 1
             - test (or suite) 1 ID:
@@ -1720,16 +1990,25 @@ class InputData:
 
         if params is None:
             params = element.get(u"parameters", None)
-            if params:
+            if params and u"type" not in params:
                 params.append(u"type")
 
-        data = pd.Series()
+        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()
+                data[job] = pd.Series(dtype="object")
                 for build in builds:
-                    data[job][str(build)] = pd.Series()
-                    for test in include:
+                    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][
@@ -1737,7 +2016,8 @@ class InputData:
                                 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()
+                                    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]\
@@ -1752,9 +2032,10 @@ class InputData:
                                                 data[job][str(build)][
                                                     test_id][param] = u"No Data"
                         except KeyError as err:
-                            logging.error(repr(err))
                             if continue_on_error:
+                                logging.debug(repr(err))
                                 continue
+                            logging.error(repr(err))
                             return None
             return data
 
@@ -1791,27 +2072,17 @@ class InputData:
 
         logging.info(u"    Merging data ...")
 
-        merged_data = pd.Series()
+        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
 
     def print_all_oper_data(self):
         """Print all operational data to console.
         """
 
-        tbl_hdr = (
-            u"Name",
-            u"Nr of Vectors",
-            u"Nr of Packets",
-            u"Suspends",
-            u"Cycles per Packet",
-            u"Average Vector Size"
-        )
-
         for job in self._input_data.values:
             for build in job.values:
                 for test_id, test_data in build[u"tests"].items():
@@ -1819,12 +2090,60 @@ class InputData:
                     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"threads", None) is None:
+                        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 data[u"threads"].items():
-                            txt_table = prettytable.PrettyTable(tbl_hdr)
+                        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)