+++ /dev/null
-# Copyright (c) 2019 Cisco and/or its affiliates.
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at:
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-"""Data pre-processing
-
-- extract data from output.xml files generated by Jenkins jobs and store in
- pandas' Series,
-- provide access to the data.
-- filter the data using tags,
-"""
-
-import re
-import copy
-import resource
-import logging
-
-from collections import OrderedDict
-from os import remove
-from datetime import datetime as dt
-from datetime import timedelta
-from json import loads
-
-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
-
-
-# Separator used in file names
-SEPARATOR = u"__"
-
-
-class ExecutionChecker(ResultVisitor):
- """Class to traverse through the test suite structure.
-
- The functionality implemented in this class generates a json structure:
-
- Performance tests:
-
- {
- "metadata": {
- "generated": "Timestamp",
- "version": "SUT version",
- "job": "Jenkins job name",
- "build": "Information about the build"
- },
- "suites": {
- "Suite long name 1": {
- "name": Suite name,
- "doc": "Suite 1 documentation",
- "parent": "Suite 1 parent",
- "level": "Level of the suite in the suite hierarchy"
- }
- "Suite long name N": {
- "name": Suite name,
- "doc": "Suite N documentation",
- "parent": "Suite 2 parent",
- "level": "Level of the suite in the suite hierarchy"
- }
- }
- "tests": {
- # NDRPDR tests:
- "ID": {
- "name": "Test name",
- "parent": "Name of the parent of the test",
- "doc": "Test documentation",
- "msg": "Test message",
- "conf-history": "DUT1 and DUT2 VAT History",
- "show-run": "Show Run",
- "tags": ["tag 1", "tag 2", "tag n"],
- "type": "NDRPDR",
- "status": "PASS" | "FAIL",
- "throughput": {
- "NDR": {
- "LOWER": float,
- "UPPER": float
- },
- "PDR": {
- "LOWER": float,
- "UPPER": float
- }
- },
- "latency": {
- "NDR": {
- "direction1": {
- "min": float,
- "avg": float,
- "max": float,
- "hdrh": str
- },
- "direction2": {
- "min": float,
- "avg": float,
- "max": float,
- "hdrh": str
- }
- },
- "PDR": {
- "direction1": {
- "min": float,
- "avg": float,
- "max": float,
- "hdrh": str
- },
- "direction2": {
- "min": float,
- "avg": float,
- "max": float,
- "hdrh": str
- }
- }
- }
- }
-
- # TCP 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": "TCP",
- "status": "PASS" | "FAIL",
- "result": int
- }
-
- # MRR, BMRR 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": "MRR" | "BMRR",
- "status": "PASS" | "FAIL",
- "result": {
- "receive-rate": float,
- # Average of a list, computed using AvgStdevStats.
- # In CSIT-1180, replace with List[float].
- }
- }
-
- "ID" {
- # next test
- }
- }
- }
-
-
- Functional tests:
-
- {
- "metadata": { # Optional
- "version": "VPP version",
- "job": "Jenkins job name",
- "build": "Information about the build"
- },
- "suites": {
- "Suite name 1": {
- "doc": "Suite 1 documentation",
- "parent": "Suite 1 parent",
- "level": "Level of the suite in the suite hierarchy"
- }
- "Suite name N": {
- "doc": "Suite N documentation",
- "parent": "Suite 2 parent",
- "level": "Level of the suite in the suite hierarchy"
- }
- }
- "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"],
- "conf-history": "DUT1 and DUT2 VAT History"
- "show-run": "Show Run"
- "status": "PASS" | "FAIL"
- },
- "ID" {
- # next test
- }
- }
- }
-
- .. note:: ID is the lowercase full path to the test.
- """
-
- 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_PERF_MSG_INFO = re.compile(
- r'NDR_LOWER:\s(\d+.\d+)\s([a-zA-Z]*).*\s(\d+.\d+)\s([a-zA-Z]*).*\n'
- r'LATENCY.*\[\'(.*)\', \'(.*)\'\].*\n'
- r'NDR_UPPER:\s(\d+.\d+)\s([a-zA-Z]*).*\s(\d+.\d+)\s([a-zA-Z]*).*\n'
- r'PDR_LOWER:\s(\d+.\d+)\s([a-zA-Z]*).*\s(\d+.\d+)\s([a-zA-Z]*).*\n'
- r'LATENCY.*\[\'(.*)\', \'(.*)\'\].*\n'
- r'PDR_UPPER:\s(\d+.\d+)\s([a-zA-Z]*).*\s(\d+.\d+)\s([a-zA-Z]*)'
- )
- # TODO: Remove when not needed
- 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.*\[\'(.*)\', \'(.*)\'\]'
- )
- # 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*)(.*)"
- )
- 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'Maximum Receive Rate trial results'
- r' in packets per second: \[(.*)\]'
- )
- 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_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):
- """Initialisation.
-
- :param metadata: Key-value pairs to be included in "metadata" part of
- JSON structure.
- :param mapping: Mapping of the old names of test cases to the new
- (actual) one.
- :param ignore: List of TCs to be ignored.
- :type metadata: dict
- :type mapping: dict
- :type ignore: list
- """
-
- # Type of message to parse out from the test messages
- self._msg_type = None
-
- # VPP version
- self._version = None
-
- # Timestamp
- self._timestamp = None
-
- # Testbed. The testbed is identified by TG node IP address.
- self._testbed = None
-
- # Mapping of TCs long names
- self._mapping = mapping
-
- # Ignore list
- self._ignore = ignore
-
- # Number of PAPI History messages found:
- # 0 - no message
- # 1 - PAPI History of DUT1
- # 2 - PAPI History of DUT2
- self._conf_history_lookup_nr = 0
-
- self._sh_run_counter = 0
-
- # Test ID of currently processed test- the lowercase full path to the
- # test
- self._test_id = None
-
- # The main data structure
- self._data = {
- u"metadata": OrderedDict(),
- u"suites": OrderedDict(),
- u"tests": OrderedDict()
- }
-
- # Save the provided metadata
- for key, val in metadata.items():
- self._data[u"metadata"][key] = val
-
- # 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
- }
-
- @property
- def data(self):
- """Getter - Data parsed from the XML file.
-
- :returns: Data parsed from the XML file.
- :rtype: dict
- """
- return self._data
-
- def _get_data_from_perf_test_msg(self, msg):
- """Get
- - NDR_LOWER
- - LATENCY
- - NDR_UPPER
- - PDR_LOWER
- - LATENCY
- - PDR_UPPER
- 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.
- :rtype: str
- """
-
- groups = re.search(self.REGEX_PERF_MSG_INFO, msg)
- if not groups or groups.lastindex != 20:
- return msg
-
- try:
- data = {
- u"ndr_low": float(groups.group(1)),
- u"ndr_low_unit": groups.group(2),
- u"ndr_low_b": float(groups.group(3)),
- u"ndr_low_b_unit": groups.group(4),
- u"ndr_lat_1": groups.group(5),
- u"ndr_lat_2": groups.group(6),
- u"ndr_up": float(groups.group(7)),
- u"ndr_up_unit": groups.group(8),
- u"ndr_up_b": float(groups.group(9)),
- u"ndr_up_b_unit": groups.group(10),
- u"pdr_low": float(groups.group(11)),
- u"pdr_low_unit": groups.group(12),
- u"pdr_low_b": float(groups.group(13)),
- u"pdr_low_b_unit": groups.group(14),
- u"pdr_lat_1": groups.group(15),
- u"pdr_lat_2": groups.group(16),
- u"pdr_up": float(groups.group(17)),
- u"pdr_up_unit": groups.group(18),
- u"pdr_up_b": float(groups.group(19)),
- u"pdr_up_b_unit": groups.group(20)
- }
- except (AttributeError, IndexError, ValueError, KeyError):
- return msg
-
- def _process_lat(in_str_1, in_str_2):
- """Extract 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 original string if a problem
- occurs.
- :rtype: tuple(str, str)
- """
- in_list_1 = in_str_1.split('/', 3)
- if len(in_list_1) < 3:
- return u"Not Measured.", u"Not Measured."
-
- in_list_2 = in_str_2.split('/', 3)
- if len(in_list_2) < 3:
- return u"Not Measured.", u"Not Measured."
-
- hdr_lat_1 = u""
- if len(in_list_1) == 4:
- 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:
- pass
- hdr_lat_2 = u""
- if len(in_list_2) == 4:
- 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:
- pass
-
- hdr_lat = u"Not Measured."
- if hdr_lat_1 and hdr_lat_2:
- hdr_lat = (
- f"50%/90%/99%/99.9%, "
- f"{hdr_lat_1.get_value_at_percentile(50.0)}/"
- f"{hdr_lat_1.get_value_at_percentile(90.0)}/"
- f"{hdr_lat_1.get_value_at_percentile(99.0)}/"
- f"{hdr_lat_1.get_value_at_percentile(99.9)}, "
- f"{hdr_lat_2.get_value_at_percentile(50.0)}/"
- f"{hdr_lat_2.get_value_at_percentile(90.0)}/"
- f"{hdr_lat_2.get_value_at_percentile(99.0)}/"
- f"{hdr_lat_2.get_value_at_percentile(99.9)} "
- f"uSec."
- )
-
- return (
- f"Min/Avg/Max, "
- f"{in_list_1[0]}/{in_list_1[1]}/{in_list_1[2]}, "
- f"{in_list_2[0]}/{in_list_2[1]}/{in_list_2[2]} uSec.",
- hdr_lat
- )
-
- try:
- pdr_lat = _process_lat(data[u'pdr_lat_1'], data[u'pdr_lat_2'])
- ndr_lat = _process_lat(data[u'ndr_lat_1'], data[u'ndr_lat_2'])
- return (
- f"NDR Throughput: {(data[u'ndr_low'] / 1e6):.2f} "
- f"M{data[u'ndr_low_unit']}, "
- f"{data[u'ndr_low_b']:.2f} {data[u'ndr_low_b_unit']}.\n"
- f"One-Way Latency at NDR: {ndr_lat[0]}\n"
- f"One-Way Latency at NDR by percentiles: {ndr_lat[1]}\n"
- f"PDR Throughput: {(data[u'pdr_low'] / 1e6):.2f} "
- f"M{data[u'pdr_low_unit']}, "
- f"{data[u'pdr_low_b']:.2f} {data[u'pdr_low_b_unit']}.\n"
- f"One-Way Latency at PDR: {pdr_lat[0]}\n"
- f"One-Way Latency at PDR by percentiles: {pdr_lat[1]}"
- )
- except (AttributeError, IndexError, ValueError, KeyError):
- return msg
-
- def _get_testbed(self, msg):
- """Called when extraction of testbed IP is required.
- The testbed is identified by TG node IP address.
-
- :param msg: Message to process.
- :type msg: Message
- :returns: Nothing.
- """
-
- 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:
- self._testbed = str(re.search(reg_tg_ip, msg.message).group(1))
- except (KeyError, ValueError, IndexError, AttributeError):
- pass
- finally:
- self._data[u"metadata"][u"testbed"] = self._testbed
- self._msg_type = None
-
- def _get_vpp_version(self, msg):
- """Called when extraction of VPP version is required.
-
- :param msg: Message to process.
- :type msg: Message
- :returns: Nothing.
- """
-
- 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):
- """Called when extraction of DPDK version is required.
-
- :param msg: Message to process.
- :type msg: Message
- :returns: Nothing.
- """
-
- if msg.message.count(u"DPDK Version:"):
- try:
- self._version = str(re.search(
- self.REGEX_VERSION_DPDK, msg.message).group(2))
- self._data[u"metadata"][u"version"] = self._version
- 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[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.
-
- :param msg: Message to process.
- :type msg: Message
- :returns: Nothing.
- """
- if msg.message.count(u"PAPI 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"PAPI 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_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.
- """
-
- if not msg.message.count(u"stats runtime"):
- return
-
- # 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""
-
- 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])
-
- try:
- threads_nr = len(runtime[0][u"clocks"])
- except (IndexError, KeyError):
- return
-
- dut = u"DUT{nr}".format(
- nr=len(self._data[u'tests'][self._test_id][u'show-run'].keys()) + 1)
-
- oper = {
- u"host": host,
- u"socket": sock,
- u"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]):
- 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)
-
- def _get_ndrpdr_throughput(self, msg):
- """Get NDR_LOWER, NDR_UPPER, PDR_LOWER and PDR_UPPER 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)
- """
-
- throughput = {
- 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_RATE, msg)
-
- if groups is not None:
- try:
- 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
-
- def _get_plr_throughput(self, msg):
- """Get PLRsearch lower bound and PLRsearch upper bound 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)
- """
-
- throughput = {
- u"LOWER": -1.0,
- u"UPPER": -1.0
- }
- status = u"FAIL"
- groups = re.search(self.REGEX_PLR_RATE, msg)
-
- if groups is not None:
- try:
- throughput[u"LOWER"] = float(groups.group(1))
- throughput[u"UPPER"] = float(groups.group(2))
- status = u"PASS"
- except (IndexError, ValueError):
- pass
-
- return throughput, status
-
- def _get_ndrpdr_latency(self, msg):
- """Get LATENCY 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)
- """
- latency_default = {
- u"min": -1.0,
- u"avg": -1.0,
- u"max": -1.0,
- u"hdrh": u""
- }
- latency = {
- 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)
- },
- }
-
- # 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)
- 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
-
- # 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"
-
- def visit_suite(self, suite):
- """Implements traversing through the suite and its direct children.
-
- :param suite: Suite to process.
- :type suite: Suite
- :returns: Nothing.
- """
- if self.start_suite(suite) is not False:
- suite.suites.visit(self)
- suite.tests.visit(self)
- self.end_suite(suite)
-
- def start_suite(self, suite):
- """Called when suite starts.
-
- :param suite: Suite to process.
- :type suite: Suite
- :returns: Nothing.
- """
-
- try:
- parent_name = suite.parent.name
- 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"parent": parent_name,
- u"level": len(suite.longname.split(u"."))
- }
-
- suite.keywords.visit(self)
-
- def end_suite(self, suite):
- """Called when suite ends.
-
- :param suite: Suite to process.
- :type suite: Suite
- :returns: Nothing.
- """
-
- def visit_test(self, test):
- """Implements traversing through the test.
-
- :param test: Test to process.
- :type test: Test
- :returns: Nothing.
- """
- if self.start_test(test) is not False:
- test.keywords.visit(self)
- self.end_test(test)
-
- def start_test(self, test):
- """Called when test starts.
-
- :param test: Test to process.
- :type test: Test
- :returns: Nothing.
- """
-
- self._sh_run_counter = 0
-
- longname_orig = test.longname.lower()
-
- # Check the ignore list
- if longname_orig in self._ignore:
- return
-
- tags = [str(tag) for tag in test.tags]
- test_result = dict()
-
- # 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(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):
- self._test_id = re.sub(self.REGEX_TC_NUMBER, u"", longname)
- # Remove TC number from the TC name (not needed):
- 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.\
- replace(u'"', u"'").\
- replace(u'\n', u' ').\
- replace(u'\r', u'').\
- replace(u'[', u' |br| [').\
- replace(u' |br| [', u'[', 1)
- 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"'")
- test_result[u"type"] = u"FUNC"
- test_result[u"status"] = test.status
-
- if u"PERFTEST" 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
-
- if test.status == u"PASS":
- if u"NDRPDR" in tags:
- test_result[u"type"] = u"NDRPDR"
- test_result[u"throughput"], test_result[u"status"] = \
- self._get_ndrpdr_throughput(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"
-
- 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(",")]
- # Use whole list in CSIT-1180.
- stats = jumpavg.AvgStdevStats.for_runs(items_float)
- test_result[u"result"][u"receive-rate"] = stats.avg
- 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"
- 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[u"tests"][self._test_id] = test_result
- return
-
- self._data[u"tests"][self._test_id] = test_result
-
- def end_test(self, test):
- """Called when test ends.
-
- :param test: Test to process.
- :type test: Test
- :returns: Nothing.
- """
-
- def visit_keyword(self, keyword):
- """Implements traversing through the keyword and its child keywords.
-
- :param keyword: Keyword to process.
- :type keyword: Keyword
- :returns: Nothing.
- """
- if self.start_keyword(keyword) is not False:
- self.end_keyword(keyword)
-
- def start_keyword(self, keyword):
- """Called when keyword starts. Default implementation does nothing.
-
- :param keyword: Keyword to process.
- :type keyword: Keyword
- :returns: Nothing.
- """
- try:
- if keyword.type == u"setup":
- self.visit_setup_kw(keyword)
- elif keyword.type == u"teardown":
- self.visit_teardown_kw(keyword)
- else:
- self.visit_test_kw(keyword)
- except AttributeError:
- pass
-
- def end_keyword(self, keyword):
- """Called when keyword ends. Default implementation does nothing.
-
- :param keyword: Keyword to process.
- :type keyword: Keyword
- :returns: Nothing.
- """
-
- def visit_test_kw(self, test_kw):
- """Implements traversing through the test keyword and its child
- keywords.
-
- :param test_kw: Keyword to process.
- :type test_kw: Keyword
- :returns: Nothing.
- """
- for keyword in test_kw.keywords:
- if self.start_test_kw(keyword) is not False:
- self.visit_test_kw(keyword)
- self.end_test_kw(keyword)
-
- def start_test_kw(self, test_kw):
- """Called when test keyword starts. Default implementation does
- nothing.
-
- :param test_kw: Keyword to process.
- :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"):
- 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)
-
- def end_test_kw(self, test_kw):
- """Called when keyword ends. Default implementation does nothing.
-
- :param test_kw: Keyword to process.
- :type test_kw: Keyword
- :returns: Nothing.
- """
-
- def visit_setup_kw(self, setup_kw):
- """Implements traversing through the teardown keyword and its child
- keywords.
-
- :param setup_kw: Keyword to process.
- :type setup_kw: Keyword
- :returns: Nothing.
- """
- for keyword in setup_kw.keywords:
- if self.start_setup_kw(keyword) is not False:
- self.visit_setup_kw(keyword)
- self.end_setup_kw(keyword)
-
- def start_setup_kw(self, setup_kw):
- """Called when teardown keyword starts. Default implementation does
- nothing.
-
- :param setup_kw: Keyword to process.
- :type setup_kw: Keyword
- :returns: Nothing.
- """
- 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"Setup Framework") and not self._testbed:
- self._msg_type = u"testbed"
- else:
- return
- setup_kw.messages.visit(self)
-
- def end_setup_kw(self, setup_kw):
- """Called when keyword ends. Default implementation does nothing.
-
- :param setup_kw: Keyword to process.
- :type setup_kw: Keyword
- :returns: Nothing.
- """
-
- def visit_teardown_kw(self, teardown_kw):
- """Implements traversing through the teardown keyword and its child
- keywords.
-
- :param teardown_kw: Keyword to process.
- :type teardown_kw: Keyword
- :returns: Nothing.
- """
- for keyword in teardown_kw.keywords:
- 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
-
- :param teardown_kw: Keyword to process.
- :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"):
- self._conf_history_lookup_nr = 0
- self._msg_type = u"teardown-papi-history"
- teardown_kw.messages.visit(self)
-
- def end_teardown_kw(self, teardown_kw):
- """Called when keyword ends. Default implementation does nothing.
-
- :param teardown_kw: Keyword to process.
- :type teardown_kw: Keyword
- :returns: Nothing.
- """
-
- def visit_message(self, msg):
- """Implements visiting the message.
-
- :param msg: Message to process.
- :type msg: Message
- :returns: Nothing.
- """
- if self.start_message(msg) is not False:
- self.end_message(msg)
-
- def start_message(self, msg):
- """Called when message starts. Get required information from messages:
- - VPP version.
-
- :param msg: Message to process.
- :type msg: Message
- :returns: Nothing.
- """
-
- if self._msg_type:
- self.parse_msg[self._msg_type](msg)
-
- def end_message(self, msg):
- """Called when message ends. Default implementation does nothing.
-
- :param msg: Message to process.
- :type msg: Message
- :returns: Nothing.
- """
-
-
-class InputData:
- """Input data
-
- The data is extracted from output.xml files generated by Jenkins jobs and
- stored in pandas' DataFrames.
-
- The data structure:
- - job name
- - build number
- - metadata
- (as described in ExecutionChecker documentation)
- - suites
- (as described in ExecutionChecker documentation)
- - tests
- (as described in ExecutionChecker documentation)
- """
-
- def __init__(self, spec):
- """Initialization.
-
- :param spec: Specification.
- :type spec: Specification
- """
-
- # Specification:
- self._cfg = spec
-
- # Data store:
- self._input_data = pd.Series()
-
- @property
- def data(self):
- """Getter - Input data.
-
- :returns: Input data
- :rtype: pandas.Series
- """
- return self._input_data
-
- def metadata(self, job, build):
- """Getter - metadata
-
- :param job: Job which metadata we want.
- :param build: Build which metadata we want.
- :type job: str
- :type build: str
- :returns: Metadata
- :rtype: pandas.Series
- """
-
- return self.data[job][build][u"metadata"]
-
- def suites(self, job, build):
- """Getter - suites
-
- :param job: Job which suites we want.
- :param build: Build which suites we want.
- :type job: str
- :type build: str
- :returns: Suites.
- :rtype: pandas.Series
- """
-
- return self.data[job][str(build)][u"suites"]
-
- def tests(self, job, build):
- """Getter - tests
-
- :param job: Job which tests we want.
- :param build: Build which tests we want.
- :type job: str
- :type build: str
- :returns: Tests.
- :rtype: pandas.Series
- """
-
- return self.data[job][build][u"tests"]
-
- def _parse_tests(self, job, build, log):
- """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
- """
-
- metadata = {
- u"job": job,
- u"build": build
- }
-
- with open(build[u"file-name"], u'r') as data_file:
- try:
- result = ExecutionResult(data_file)
- except errors.DataError as err:
- log.append(
- (u"ERROR", f"Error occurred while parsing output.xml: "
- f"{repr(err)}")
- )
- return None
- checker = ExecutionChecker(metadata, self._cfg.mapping,
- self._cfg.ignore)
- result.visit(checker)
-
- return checker.data
-
- 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.
- :param job: Name of the Jenkins job which generated the processed input
- file.
- :param build: Information about the Jenkins build which generated the
- processed input file.
- :param repeat: Repeat the download specified number of times if not
- successful.
- :type pid: int
- :type job: str
- :type build: dict
- :type repeat: int
- """
-
- logs = list()
-
- logs.append(
- (u"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)
- 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.")
- )
- if success:
- logs.append(
- (u"INFO",
- f" Processing data from the build {build[u'build']} ...")
- )
- data = self._parse_tests(job, build, logs)
- if data is None:
- logs.append(
- (u"ERROR",
- f"Input data file from the job {job}, build "
- f"{build[u'build']} is damaged. Skipped.")
- )
- else:
- state = u"processed"
-
- 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)}")
- )
-
- # 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)
- if timeperiod and data:
- now = dt.utcnow()
- timeperiod = timedelta(int(timeperiod))
- metadata = data.get(u"metadata", None)
- if metadata:
- generated = metadata.get(u"generated", None)
- if generated:
- generated = dt.strptime(generated, u"%Y%m%d %H:%M")
- if (now - generated) > timeperiod:
- # 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.")
- )
- 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}
-
- def download_and_parse_data(self, repeat=1):
- """Download the input data files, parse input data from input files and
- store in pandas' Series.
-
- :param repeat: Repeat the download specified number of times if not
- successful.
- :type repeat: int
- """
-
- logging.info(u"Downloading and parsing input files ...")
-
- for job, builds in self._cfg.builds.items():
- for build in builds:
-
- result = self._download_and_parse_build(job, build, repeat)
- 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()
- 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.")
-
- @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.
-
- :param tag_filter: The string where the end of tag is being searched.
- :param start: The index where the searching is stated.
- :param closer: The character which is the tag closer.
- :type tag_filter: str
- :type start: int
- :type closer: str
- :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)
- except ValueError:
- return None
-
- @staticmethod
- def _condition(tag_filter):
- """Create a conditional statement from the given tag filter.
-
- :param tag_filter: Filter based on tags from the element specification.
- :type tag_filter: 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
- tag_filter = tag_filter[:index] + u" in tags" + tag_filter[index:]
-
- 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:
-
- - 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: 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,
- 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: dict
- :type data_set: str
- :type continue_on_error: bool
- :returns: Filtered data.
- :rtype pandas.Series
- """
-
- try:
- if data_set == "suites":
- cond = u"True"
- elif element[u"filter"] in (u"all", u"template"):
- cond = u"True"
- else:
- cond = InputData._condition(element[u"filter"])
- logging.debug(f" Filter: {cond}")
- except KeyError:
- logging.error(u" No filter defined.")
- return None
-
- if params is None:
- params = element.get(u"parameters", None)
- if params:
- params.append(u"type")
-
- data_to_filter = data if data else element[u"data"]
- data = pd.Series()
- try:
- for job, builds in data_to_filter.items():
- data[job] = pd.Series()
- for build in builds:
- data[job][str(build)] = pd.Series()
- try:
- data_dict = dict(
- self.data[job][str(build)][data_set].items())
- except KeyError:
- if continue_on_error:
- continue
- 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()
- 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"
- return data
-
- except (KeyError, IndexError, ValueError) as err:
- logging.error(
- f"Missing mandatory parameter in the element specification: "
- f"{repr(err)}"
- )
- return None
- except AttributeError as err:
- logging.error(repr(err))
- return None
- 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:
- params.append(u"type")
-
- data = pd.Series()
- try:
- for job, builds in element[u"data"].items():
- data[job] = pd.Series()
- for build in builds:
- data[job][str(build)] = pd.Series()
- for test in include:
- 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()
- 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:
- logging.error(repr(err))
- if continue_on_error:
- continue
- 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
- def merge_data(data):
- """Merge data from more jobs and builds to a simple data structure.
-
- The output data structure is:
-
- - test (suite) 1 ID:
- - param 1
- - param 2
- ...
- - param n
- ...
- - test (suite) n ID:
- ...
-
- :param data: Data to merge.
- :type data: pandas.Series
- :returns: Merged data.
- :rtype: pandas.Series
- """
-
- logging.info(u" Merging data ...")
-
- merged_data = pd.Series()
- 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():
- 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"threads", None) is None:
- continue
- 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)
- 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")
Code Review / csit.git / blobdiff