-# Copyright (c) 2018 Cisco and/or its affiliates.
+# Copyright (c) 2019 Cisco and/or its affiliates.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at:
- filter the data using tags,
"""
-import multiprocessing
-import os
import re
+import resource
import pandas as pd
import logging
+import prettytable
from robot.api import ExecutionResult, ResultVisitor
from robot import errors
from jumpavg.AvgStdevMetadataFactory import AvgStdevMetadataFactory
from input_data_files import download_and_unzip_data_file
-from utils import Worker
# Separator used in file names
"parent": "Name of the parent of the test",
"doc": "Test documentation",
"msg": "Test message",
- "vat-history": "DUT1 and DUT2 VAT History",
+ "conf-history": "DUT1 and DUT2 VAT History",
"show-run": "Show Run",
"tags": ["tag 1", "tag 2", "tag n"],
"type": "NDRPDR",
}
},
"lossTolerance": "lossTolerance", # Only type: "PDR"
- "vat-history": "DUT1 and DUT2 VAT History"
+ "conf-history": "DUT1 and DUT2 VAT History"
"show-run": "Show Run"
},
"ID" {
"doc": "Test documentation"
"msg": "Test message"
"tags": ["tag 1", "tag 2", "tag n"],
- "vat-history": "DUT1 and DUT2 VAT History"
+ "conf-history": "DUT1 and DUT2 VAT History"
"show-run": "Show Run"
"status": "PASS" | "FAIL"
},
# TODO: Remove when definitely no NDRPDRDISC tests are used:
REGEX_RATE = re.compile(r'^[\D\d]*FINAL_RATE:\s(\d+\.\d+)\s(\w+)')
+ REGEX_PLR_RATE = re.compile(r'PLRsearch lower bound::\s(\d+.\d+).*\n'
+ r'PLRsearch upper bound::\s(\d+.\d+)')
+
REGEX_NDRPDR_RATE = re.compile(r'NDR_LOWER:\s(\d+.\d+).*\n.*\n'
r'NDR_UPPER:\s(\d+.\d+).*\n'
r'PDR_LOWER:\s(\d+.\d+).*\n.*\n'
r'[\D\d]*')
REGEX_VERSION_VPP = re.compile(r"(return STDOUT Version:\s*|"
- r"VPP Version:\s*)(.*)")
+ r"VPP Version:\s*|VPP version:\s*)(.*)")
- REGEX_VERSION_DPDK = re.compile(r"(return STDOUT testpmd)([\d\D\n]*)"
- r"(RTE Version: 'DPDK )(.*)(')")
+ REGEX_VERSION_DPDK = re.compile(r"(DPDK version:\s*|DPDK Version:\s*)(.*)")
- REGEX_TCP = re.compile(r'Total\s(rps|cps|throughput):\s([0-9]*).*$')
+ REGEX_TCP = re.compile(r'Total\s(rps|cps|throughput):\s(\d*).*$')
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[0-9]{2}-')
+ REGEX_TC_NUMBER = re.compile(r'tc\d{2}-')
def __init__(self, metadata, mapping, ignore):
"""Initialisation.
# 1 - VAT History of DUT1
# 2 - VAT History of DUT2
self._lookup_kw_nr = 0
- self._vat_history_lookup_nr = 0
+ self._conf_history_lookup_nr = 0
# Number of Show Running messages found
# 0 - no message
"vpp-version": self._get_vpp_version,
"dpdk-version": self._get_dpdk_version,
"teardown-vat-history": self._get_vat_history,
+ "teardown-papi-history": self._get_papi_history,
"test-show-runtime": self._get_show_run,
"testbed": self._get_testbed
}
:returns: Nothing.
"""
- if msg.message.count("Arguments:"):
- message = str(msg.message).replace(' ', '').replace('\n', '').\
- replace("'", '"').replace('b"', '"').\
- replace("honeycom", "honeycomb")
- message = loads(message[11:-1])
+ if msg.message.count("Setup of TG node"):
+ reg_tg_ip = re.compile(
+ r'Setup of TG node (\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3}) done')
try:
- self._testbed = message["TG"]["host"]
- except (KeyError, ValueError):
+ self._testbed = str(re.search(reg_tg_ip, msg.message).group(1))
+ except (KeyError, ValueError, IndexError, AttributeError):
pass
finally:
self._data["metadata"]["testbed"] = self._testbed
"""
if msg.message.count("return STDOUT Version:") or \
- msg.message.count("VPP Version:"):
+ msg.message.count("VPP Version:") or \
+ msg.message.count("VPP version:"):
self._version = str(re.search(self.REGEX_VERSION_VPP, msg.message).
group(2))
self._data["metadata"]["version"] = self._version
:returns: Nothing.
"""
- if msg.message.count("return STDOUT testpmd"):
+ if msg.message.count("DPDK Version:"):
try:
self._version = str(re.search(
- self.REGEX_VERSION_DPDK, msg.message). group(4))
+ self.REGEX_VERSION_DPDK, msg.message). group(2))
self._data["metadata"]["version"] = self._version
except IndexError:
pass
:returns: Nothing.
"""
if msg.message.count("VAT command history:"):
- self._vat_history_lookup_nr += 1
- if self._vat_history_lookup_nr == 1:
- self._data["tests"][self._test_ID]["vat-history"] = str()
+ self._conf_history_lookup_nr += 1
+ if self._conf_history_lookup_nr == 1:
+ self._data["tests"][self._test_ID]["conf-history"] = str()
else:
self._msg_type = None
- text = re.sub("[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3} "
+ text = re.sub("\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3} "
"VAT command history:", "", msg.message, count=1). \
replace("\n\n", "\n").replace('\n', ' |br| ').\
replace('\r', '').replace('"', "'")
- self._data["tests"][self._test_ID]["vat-history"] += " |br| "
- self._data["tests"][self._test_ID]["vat-history"] += \
- "**DUT" + str(self._vat_history_lookup_nr) + ":** " + text
+ self._data["tests"][self._test_ID]["conf-history"] += " |br| "
+ self._data["tests"][self._test_ID]["conf-history"] += \
+ "**DUT" + str(self._conf_history_lookup_nr) + ":** " + text
+
+ 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("PAPI command history:"):
+ self._conf_history_lookup_nr += 1
+ if self._conf_history_lookup_nr == 1:
+ self._data["tests"][self._test_ID]["conf-history"] = str()
+ else:
+ self._msg_type = None
+ text = re.sub("\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3} "
+ "PAPI command history:", "", msg.message, count=1). \
+ replace("\n\n", "\n").replace('\n', ' |br| ').\
+ replace('\r', '').replace('"', "'")
+
+ self._data["tests"][self._test_ID]["conf-history"] += " |br| "
+ self._data["tests"][self._test_ID]["conf-history"] += \
+ "**DUT" + str(self._conf_history_lookup_nr) + ":** " + text
def _get_show_run(self, msg):
"""Called when extraction of VPP operational data (output of CLI command
:type msg: Message
:returns: Nothing.
"""
- if msg.message.count("return STDOUT Thread "):
+ if msg.message.count("Runtime:"):
self._show_run_lookup_nr += 1
if self._lookup_kw_nr == 1 and self._show_run_lookup_nr == 1:
self._data["tests"][self._test_ID]["show-run"] = str()
if self._lookup_kw_nr > 1:
self._msg_type = None
- if self._show_run_lookup_nr == 1:
- text = msg.message.replace("vat# ", "").\
- replace("return STDOUT ", "").replace("\n\n", "\n").\
- replace('\n', ' |br| ').\
- replace('\r', '').replace('"', "'")
+ if self._show_run_lookup_nr > 0:
+ message = str(msg.message).replace(' ', '').replace('\n', '').\
+ replace("'", '"').replace('b"', '"').replace('u"', '"')[8:]
+ runtime = loads(message)
+ try:
+ threads_nr = len(runtime[0]["clocks"])
+ except (IndexError, KeyError):
+ return
+ tbl_hdr = ["Name", "Calls", "Vectors", "Suspends", "Clocks"]
+ table = [[tbl_hdr, ] for _ in range(threads_nr)]
+ for item in runtime:
+ for idx in range(threads_nr):
+ table[idx].append([
+ item["name"],
+ item["calls"][idx],
+ item["vectors"][idx],
+ item["suspends"][idx],
+ item["clocks"][idx]
+ ])
+ text = ""
+ for idx in range(threads_nr):
+ text += "Thread {idx} ".format(idx=idx)
+ text += "vpp_main\n" if idx == 0 else \
+ "vpp_wk_{idx}\n".format(idx=idx-1)
+ txt_table = None
+ for row in table[idx]:
+ if txt_table is None:
+ txt_table = prettytable.PrettyTable(row)
+ else:
+ if any(row[1:]):
+ txt_table.add_row(row)
+ txt_table.set_style(prettytable.MSWORD_FRIENDLY)
+ txt_table.align["Name"] = "l"
+ txt_table.align["Calls"] = "r"
+ txt_table.align["Vectors"] = "r"
+ txt_table.align["Suspends"] = "r"
+ txt_table.align["Clocks"] = "r"
+
+ text += txt_table.get_string(sortby="Name") + '\n'
+
+ text = text.replace('\n', ' |br| ').replace('\r', '').\
+ replace('"', "'")
try:
self._data["tests"][self._test_ID]["show-run"] += " |br| "
self._data["tests"][self._test_ID]["show-run"] += \
- "**DUT" + str(self._lookup_kw_nr) + ":** |br| " + text
+ "**DUT" + str(self._show_run_lookup_nr) + ":** |br| " \
+ + text
except KeyError:
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 = {
+ "LOWER": -1.0,
+ "UPPER": -1.0
+ }
+ status = "FAIL"
+ groups = re.search(self.REGEX_PLR_RATE, msg)
+
+ if groups is not None:
+ try:
+ throughput["LOWER"] = float(groups.group(1))
+ throughput["UPPER"] = float(groups.group(2))
+ status = "PASS"
+ except (IndexError, ValueError):
+ pass
+
+ return throughput, status
+
def _get_ndrpdr_latency(self, msg):
"""Get LATENCY from the test message.
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["tags"]:
groups = re.search(self.REGEX_TC_TAG, tag)
if groups:
if test.status == "PASS" and ("NDRPDRDISC" in tags or
"NDRPDR" in tags or
+ "SOAK" in tags or
"TCP" in tags or
"MRR" in tags or
- "BMRR" in tags):
+ "BMRR" in tags or
+ "RECONF" in tags):
# TODO: Remove when definitely no NDRPDRDISC tests are used:
if "NDRDISC" in tags:
test_result["type"] = "NDR"
test_result["type"] = "PDR"
elif "NDRPDR" in tags:
test_result["type"] = "NDRPDR"
+ elif "SOAK" in tags:
+ test_result["type"] = "SOAK"
elif "TCP" in tags:
test_result["type"] = "TCP"
elif "MRR" in tags:
test_result["type"] = "MRR"
elif "FRMOBL" in tags or "BMRR" in tags:
test_result["type"] = "BMRR"
+ elif "RECONF" in tags:
+ test_result["type"] = "RECONF"
else:
test_result["status"] = "FAIL"
self._data["tests"][self._test_ID] = test_result
test_result["latency"], test_result["status"] = \
self._get_ndrpdr_latency(test.message)
+ elif test_result["type"] in ("SOAK", ):
+ test_result["throughput"], test_result["status"] = \
+ self._get_plr_throughput(test.message)
+
elif test_result["type"] in ("TCP", ):
groups = re.search(self.REGEX_TCP, test.message)
test_result["result"] = int(groups.group(2))
AvgStdevMetadataFactory.from_data([
float(groups.group(3)) / float(groups.group(1)), ])
+ elif test_result["type"] == "RECONF":
+ test_result["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["result"] = {
+ "loss": int(grps_loss.group(1)),
+ "time": float(grps_time.group(1))
+ }
+ except (AttributeError, IndexError, ValueError, TypeError):
+ test_result["status"] = "FAIL"
+
self._data["tests"][self._test_ID] = test_result
def end_test(self, test):
self._lookup_kw_nr += 1
self._show_run_lookup_nr = 0
self._msg_type = "test-show-runtime"
- elif test_kw.name.count("Start The L2fwd Test") and not self._version:
+ elif test_kw.name.count("Install Dpdk Test") and not self._version:
self._msg_type = "dpdk-version"
else:
return
if setup_kw.name.count("Show Vpp Version On All Duts") \
and not self._version:
self._msg_type = "vpp-version"
-
- elif setup_kw.name.count("Setup performance global Variables") \
+ elif setup_kw.name.count("Set Global Variable") \
and not self._timestamp:
self._msg_type = "timestamp"
elif setup_kw.name.count("Setup Framework") and not self._testbed:
"""
if teardown_kw.name.count("Show Vat History On All Duts"):
- self._vat_history_lookup_nr = 0
+ self._conf_history_lookup_nr = 0
self._msg_type = "teardown-vat-history"
teardown_kw.messages.visit(self)
+ elif teardown_kw.name.count("Show Papi History On All Duts"):
+ self._conf_history_lookup_nr = 0
+ self._msg_type = "teardown-papi-history"
+ teardown_kw.messages.visit(self)
def end_teardown_kw(self, teardown_kw):
"""Called when keyword ends. Default implementation does nothing.
return checker.data
- def _download_and_parse_build(self, pid, data_queue, job, build, repeat):
+ def _download_and_parse_build(self, job, build, repeat, pid=10000):
"""Download and parse the input data file.
:param pid: PID of the process executing this method.
- :param data_queue: Shared memory between processes. Queue which keeps
- the result data. This data is then read by the main process and used
- in further processing.
:param job: Name of the Jenkins job which generated the processed input
file.
:param build: Information about the Jenkins build which generated the
:param repeat: Repeat the download specified number of times if not
successful.
:type pid: int
- :type data_queue: multiprocessing.Manager().Queue()
:type job: str
:type build: dict
:type repeat: int
logs = list()
- logging.info(" Processing the job/build: {0}: {1}".
- format(job, build["build"]))
-
logs.append(("INFO", " Processing the job/build: {0}: {1}".
format(job, build["build"])))
"'{build}', or it is damaged. Skipped.".
format(job=job, build=build["build"])))
if success:
- logs.append(("INFO", " Processing data from the build '{0}' ...".
+ logs.append(("INFO", " Processing data from the build '{0}' ...".
format(build["build"])))
data = self._parse_tests(job, build, logs)
if data is None:
file_name = self._cfg.input["file-name"]
full_name = join(
self._cfg.environment["paths"]["DIR[WORKING,DATA]"],
- "{job}{sep}{build}{sep}{name}".
- format(job=job,
- sep=SEPARATOR,
- build=build["build"],
- name=file_name))
+ "{job}{sep}{build}{sep}{name}".format(
+ job=job,
+ sep=SEPARATOR,
+ build=build["build"],
+ name=file_name))
try:
remove(full_name)
logs.append(("INFO",
format(name=full_name)))
except OSError as err:
logs.append(("ERROR",
- "Cannot remove the file '{0}': {1}".
- format(full_name, repr(err))))
-
+ "Cannot remove the file '{0}': {1}".
+ format(full_name, repr(err))))
logs.append(("INFO", " Done."))
- result = {
- "data": data,
- "state": state,
- "job": job,
- "build": build,
- "logs": logs
- }
- data_queue.put(result)
+ for level, line in logs:
+ if level == "INFO":
+ logging.info(line)
+ elif level == "ERROR":
+ logging.error(line)
+ elif level == "DEBUG":
+ logging.debug(line)
+ elif level == "CRITICAL":
+ logging.critical(line)
+ elif level == "WARNING":
+ logging.warning(line)
+
+ return {"data": data, "state": state, "job": job, "build": build}
def download_and_parse_data(self, repeat=1):
"""Download the input data files, parse input data from input files and
logging.info("Downloading and parsing input files ...")
- work_queue = multiprocessing.JoinableQueue()
- manager = multiprocessing.Manager()
- data_queue = manager.Queue()
- cpus = multiprocessing.cpu_count()
-
- workers = list()
- for cpu in range(cpus):
- worker = Worker(work_queue,
- data_queue,
- self._download_and_parse_build)
- worker.daemon = True
- worker.start()
- workers.append(worker)
- os.system("taskset -p -c {0} {1} > /dev/null 2>&1".
- format(cpu, worker.pid))
-
for job, builds in self._cfg.builds.items():
for build in builds:
- work_queue.put((job, build, repeat))
- work_queue.join()
+ result = self._download_and_parse_build(job, build, repeat)
+ build_nr = result["build"]["build"]
- logging.info("Done.")
+ if result["data"]:
+ data = result["data"]
+ build_data = pd.Series({
+ "metadata": pd.Series(
+ data["metadata"].values(),
+ index=data["metadata"].keys()),
+ "suites": pd.Series(data["suites"].values(),
+ index=data["suites"].keys()),
+ "tests": pd.Series(data["tests"].values(),
+ index=data["tests"].keys())})
+
+ 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["build"]["file-name"])
+
+ self._cfg.set_input_state(job, build_nr, result["state"])
- while not data_queue.empty():
- result = data_queue.get()
-
- job = result["job"]
- build_nr = result["build"]["build"]
-
- if result["data"]:
- data = result["data"]
- build_data = pd.Series({
- "metadata": pd.Series(data["metadata"].values(),
- index=data["metadata"].keys()),
- "suites": pd.Series(data["suites"].values(),
- index=data["suites"].keys()),
- "tests": pd.Series(data["tests"].values(),
- index=data["tests"].keys())})
-
- 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["build"]["file-name"])
-
- self._cfg.set_input_state(job, build_nr, result["state"])
-
- for item in result["logs"]:
- if item[0] == "INFO":
- logging.info(item[1])
- elif item[0] == "ERROR":
- logging.error(item[1])
- elif item[0] == "DEBUG":
- logging.debug(item[1])
- elif item[0] == "CRITICAL":
- logging.critical(item[1])
- elif item[0] == "WARNING":
- logging.warning(item[1])
-
- del data_queue
-
- # Terminate all workers
- for worker in workers:
- worker.terminate()
- worker.join()
+ logging.info("Memory allocation: {0:,d}MB".format(
+ resource.getrusage(resource.RUSAGE_SELF).ru_maxrss / 1000))
logging.info("Done.")
index += 1
tag_filter = tag_filter[:index] + " in tags" + tag_filter[index:]
- def filter_data(self, element, params=None, data_set="tests",
+ def filter_data(self, element, params=None, data=None, data_set="tests",
continue_on_error=False):
"""Filter required data from the given jobs and builds.
:param element: Element which will use the filtered data.
:param params: Parameters which will be included in the output. If None,
- all parameters are included.
+ all parameters are included.
+ :param data: If not None, this data is used instead of data specified
+ in the element.
:param data_set: The set of data to be filtered: tests, suites,
- metadata.
+ metadata.
:param continue_on_error: Continue if there is error while reading the
- data. The Item will be empty then
+ data. The Item will be empty then
:type element: pandas.Series
:type params: list
+ :type data: dict
:type data_set: str
:type continue_on_error: bool
:returns: Filtered data.
if params:
params.append("type")
+ data_to_filter = data if data else element["data"]
data = pd.Series()
try:
- for job, builds in element["data"].items():
+ for job, builds in data_to_filter.items():
data[job] = pd.Series()
for build in builds:
data[job][str(build)] = pd.Series()
"tags are enclosed by apostrophes.".format(cond))
return None
+ def filter_tests_by_name(self, element, params=None, data_set="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("include", None)
+ if not include:
+ logging.warning("No tests to include, skipping the element.")
+ return None
+
+ if params is None:
+ params = element.get("parameters", None)
+ if params:
+ params.append("type")
+
+ data = pd.Series()
+ try:
+ for job, builds in element["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] = "No Data"
+ except KeyError as err:
+ logging.error("{err!r}".format(err=err))
+ if continue_on_error:
+ continue
+ else:
+ return None
+ return data
+
+ except (KeyError, IndexError, ValueError) as err:
+ logging.error("Missing mandatory parameter in the element "
+ "specification: {err!r}".format(err=err))
+ return None
+ except AttributeError as err:
+ logging.error("{err!r}".format(err=err))
+ return None
+
+
@staticmethod
def merge_data(data):
"""Merge data from more jobs and builds to a simple data structure.