X-Git-Url: https://gerrit.fd.io/r/gitweb?p=csit.git;a=blobdiff_plain;f=resources%2Ftools%2Fpresentation%2Finput_data_parser.py;h=8feb057e28e69cf65238742402791e42ca174c2c;hp=57ec935de1a73f43bea87a2175b78a415d45f6e8;hb=3e06f8130ec9df4b6cc0241156be6744b47955ca;hpb=28ac3a22615e19cafa7358508a24a9bd9b287544 diff --git a/resources/tools/presentation/input_data_parser.py b/resources/tools/presentation/input_data_parser.py index 57ec935de1..8feb057e28 100644 --- a/resources/tools/presentation/input_data_parser.py +++ b/resources/tools/presentation/input_data_parser.py @@ -1,4 +1,4 @@ -# Copyright (c) 2018 Cisco and/or its affiliates. +# Copyright (c) 2019 Cisco and/or its affiliates. # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at: @@ -30,12 +30,20 @@ from robot import errors from collections import OrderedDict from string import replace from os import remove +from os.path import join +from datetime import datetime as dt +from datetime import timedelta +from json import loads from jumpavg.AvgStdevMetadataFactory import AvgStdevMetadataFactory from input_data_files import download_and_unzip_data_file from utils import Worker +# Separator used in file names +SEPARATOR = "__" + + class ExecutionChecker(ResultVisitor): """Class to traverse through the test suite structure. @@ -65,13 +73,91 @@ class ExecutionChecker(ResultVisitor): } } "tests": { + # NDRPDR tests: "ID": { "name": "Test name", "parent": "Name of the parent of the test", - "doc": "Test documentation" - "msg": "Test message" + "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 + }, + "direction2": { + "min": float, + "avg": float, + "max": float + } + }, + "PDR": { + "direction1": { + "min": float, + "avg": float, + "max": float + }, + "direction2": { + "min": float, + "avg": float, + "max": float + } + } + } + } + + # 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": "PDR" | "NDR" | "TCP" | "MRR" | "BMRR", + "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": AvgStdevMetadata, + } + } + + # TODO: Remove when definitely no NDRPDRDISC tests are used: + # NDRPDRDISC tests: + "ID": { + "name": "Test name", + "parent": "Name of the parent of the test", + "doc": "Test documentation", + "msg": "Test message", + "tags": ["tag 1", "tag 2", "tag n"], + "type": "PDR" | "NDR", + "status": "PASS" | "FAIL", "throughput": { # Only type: "PDR" | "NDR" "value": int, "unit": "pps" | "bps" | "percentage" @@ -112,15 +198,8 @@ class ExecutionChecker(ResultVisitor): } } }, - "result": { # Only type: "TCP" - "value": int, - "unit": "cps" | "rps" - }, - "result": { # Only type: "MRR" | "BMRR" - "receive-rate": AvgStdevMetadata, - }, "lossTolerance": "lossTolerance", # Only type: "PDR" - "vat-history": "DUT1 and DUT2 VAT History" + "conf-history": "DUT1 and DUT2 VAT History" "show-run": "Show Run" }, "ID" { @@ -157,7 +236,7 @@ class ExecutionChecker(ResultVisitor): "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" }, @@ -170,8 +249,18 @@ class ExecutionChecker(ResultVisitor): .. note:: ID is the lowercase full path to the test. """ + # TODO: Remove when definitely no NDRPDRDISC tests are used: REGEX_RATE = re.compile(r'^[\D\d]*FINAL_RATE:\s(\d+\.\d+)\s(\w+)') + REGEX_PLR_RATE = re.compile(r'PLRsearch lower bound::\s(\d+.\d+).*\n' + r'PLRsearch upper bound::\s(\d+.\d+)') + + REGEX_NDRPDR_RATE = re.compile(r'NDR_LOWER:\s(\d+.\d+).*\n.*\n' + r'NDR_UPPER:\s(\d+.\d+).*\n' + r'PDR_LOWER:\s(\d+.\d+).*\n.*\n' + r'PDR_UPPER:\s(\d+.\d+)') + + # TODO: Remove when definitely no NDRPDRDISC tests are used: REGEX_LAT_NDR = re.compile(r'^[\D\d]*' r'LAT_\d+%NDR:\s\[\'(-?\d+/-?\d+/-?\d+)\',' r'\s\'(-?\d+/-?\d+/-?\d+)\'\]\s\n' @@ -184,10 +273,14 @@ class ExecutionChecker(ResultVisitor): r'LAT_\d+%PDR:\s\[\'(-?\d+/-?\d+/-?\d+)\',' r'\s\'(-?\d+/-?\d+/-?\d+)\'\][\D\d]*') + REGEX_NDRPDR_LAT = re.compile(r'LATENCY.*\[\'(.*)\', \'(.*)\'\]\s\n.*\n.*\n' + r'LATENCY.*\[\'(.*)\', \'(.*)\'\]') + REGEX_TOLERANCE = re.compile(r'^[\D\d]*LOSS_ACCEPTANCE:\s(\d*\.\d*)\s' r'[\D\d]*') - REGEX_VERSION_VPP = re.compile(r"(return STDOUT Version:\s*)(.*)") + REGEX_VERSION_VPP = re.compile(r"(return STDOUT Version:\s*|" + r"VPP Version:\s*)(.*)") REGEX_VERSION_DPDK = re.compile(r"(return STDOUT testpmd)([\d\D\n]*)" r"(RTE Version: 'DPDK )(.*)(')") @@ -197,7 +290,8 @@ class ExecutionChecker(ResultVisitor): 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 Results \[(.*)\]') + REGEX_BMRR = re.compile(r'Maximum Receive Rate trial results' + r' in packets per second: \[(.*)\]') REGEX_TC_TAG = re.compile(r'\d+[tT]\d+[cC]') @@ -205,12 +299,19 @@ class ExecutionChecker(ResultVisitor): REGEX_TC_NAME_NEW = re.compile(r'-\d+[cC]-') - def __init__(self, metadata): + REGEX_TC_NUMBER = re.compile(r'tc[0-9]{2}-') + + def __init__(self, metadata, mapping, ignore): """Initialisation. :param metadata: Key-value pairs to be included in "metadata" part of - JSON structure. + 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 @@ -222,12 +323,21 @@ class ExecutionChecker(ResultVisitor): # 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 VAT History messages found: # 0 - no message # 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 @@ -256,7 +366,9 @@ class ExecutionChecker(ResultVisitor): "vpp-version": self._get_vpp_version, "dpdk-version": self._get_dpdk_version, "teardown-vat-history": self._get_vat_history, - "test-show-runtime": self._get_show_run + "teardown-papi-history": self._get_papi_history, + "test-show-runtime": self._get_show_run, + "testbed": self._get_testbed } @property @@ -268,6 +380,28 @@ class ExecutionChecker(ResultVisitor): """ return self._data + 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("Arguments:"): + message = str(msg.message).replace(' ', '').replace('\n', '').\ + replace("'", '"').replace('b"', '"').\ + replace("honeycom", "honeycomb") + message = loads(message[11:-1]) + try: + self._testbed = message["TG"]["host"] + except (KeyError, ValueError): + pass + finally: + self._data["metadata"]["testbed"] = self._testbed + self._msg_type = None + def _get_vpp_version(self, msg): """Called when extraction of VPP version is required. @@ -276,7 +410,9 @@ class ExecutionChecker(ResultVisitor): :returns: Nothing. """ - if msg.message.count("return STDOUT Version:"): + if msg.message.count("return STDOUT Version:") or \ + msg.message.count("VPP Version:") or \ + msg.message.count("VPP version:"): self._version = str(re.search(self.REGEX_VERSION_VPP, msg.message). group(2)) self._data["metadata"]["version"] = self._version @@ -320,9 +456,9 @@ class ExecutionChecker(ResultVisitor): :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} " @@ -330,9 +466,31 @@ class ExecutionChecker(ResultVisitor): 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("[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3}.[0-9]{1,3} " + "PAPI command history:", "", msg.message, count=1). \ + replace("\n\n", "\n").replace('\n', ' |br| ').\ + replace('\r', '').replace('"', "'") + + self._data["tests"][self._test_ID]["conf-history"] += " |br| " + self._data["tests"][self._test_ID]["conf-history"] += \ + "**DUT" + str(self._conf_history_lookup_nr) + ":** " + text def _get_show_run(self, msg): """Called when extraction of VPP operational data (output of CLI command @@ -360,6 +518,7 @@ class ExecutionChecker(ResultVisitor): except KeyError: pass + # TODO: Remove when definitely no NDRPDRDISC tests are used: def _get_latency(self, msg, test_type): """Get the latency data from the test message. @@ -406,6 +565,101 @@ class ExecutionChecker(ResultVisitor): return latency + 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 = { + "NDR": {"LOWER": -1.0, "UPPER": -1.0}, + "PDR": {"LOWER": -1.0, "UPPER": -1.0} + } + status = "FAIL" + groups = re.search(self.REGEX_NDRPDR_RATE, msg) + + if groups is not None: + try: + throughput["NDR"]["LOWER"] = float(groups.group(1)) + throughput["NDR"]["UPPER"] = float(groups.group(2)) + throughput["PDR"]["LOWER"] = float(groups.group(3)) + throughput["PDR"]["UPPER"] = float(groups.group(4)) + status = "PASS" + 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 = { + "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. + + :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 = { + "NDR": { + "direction1": {"min": -1.0, "avg": -1.0, "max": -1.0}, + "direction2": {"min": -1.0, "avg": -1.0, "max": -1.0} + }, + "PDR": { + "direction1": {"min": -1.0, "avg": -1.0, "max": -1.0}, + "direction2": {"min": -1.0, "avg": -1.0, "max": -1.0} + } + } + status = "FAIL" + groups = re.search(self.REGEX_NDRPDR_LAT, msg) + + if groups is not None: + keys = ("min", "avg", "max") + try: + latency["NDR"]["direction1"] = dict( + zip(keys, [float(l) for l in groups.group(1).split('/')])) + latency["NDR"]["direction2"] = dict( + zip(keys, [float(l) for l in groups.group(2).split('/')])) + latency["PDR"]["direction1"] = dict( + zip(keys, [float(l) for l in groups.group(3).split('/')])) + latency["PDR"]["direction2"] = dict( + zip(keys, [float(l) for l in groups.group(4).split('/')])) + status = "PASS" + except (IndexError, ValueError): + pass + + return latency, status + def visit_suite(self, suite): """Implements traversing through the suite and its direct children. @@ -473,9 +727,30 @@ class ExecutionChecker(ResultVisitor): :returns: Nothing. """ + 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() - test_result["name"] = test.name.lower() + + # Change the TC long name and name if defined in the mapping table + longname = self._mapping.get(longname_orig, None) + if longname is not None: + name = longname.split('.')[-1] + logging.debug("{0}\n{1}\n{2}\n{3}".format( + self._data["metadata"], longname_orig, longname, name)) + else: + longname = longname_orig + name = test.name.lower() + + # Remove TC number from the TC long name (backward compatibility): + self._test_ID = re.sub(self.REGEX_TC_NUMBER, "", longname) + # Remove TC number from the TC name (not needed): + test_result["name"] = re.sub(self.REGEX_TC_NUMBER, "", name) + test_result["parent"] = test.parent.name.lower() test_result["tags"] = tags doc_str = test.doc.replace('"', "'").replace('\n', ' '). \ @@ -483,27 +758,68 @@ class ExecutionChecker(ResultVisitor): test_result["doc"] = replace(doc_str, ' |br| [', '[', maxreplace=1) test_result["msg"] = test.message.replace('\n', ' |br| '). \ replace('\r', '').replace('"', "'") + test_result["type"] = "FUNC" test_result["status"] = test.status + + if "PERFTEST" in tags: + # Replace info about cores (e.g. -1c-) with the info about threads + # and cores (e.g. -1t1c-) in the long test case names and in the + # test case names if necessary. + groups = re.search(self.REGEX_TC_NAME_OLD, self._test_ID) + if not groups: + tag_count = 0 + for tag in test_result["tags"]: + groups = re.search(self.REGEX_TC_TAG, tag) + if groups: + tag_count += 1 + tag_tc = tag + + if tag_count == 1: + self._test_ID = re.sub(self.REGEX_TC_NAME_NEW, + "-{0}-".format(tag_tc.lower()), + self._test_ID, + count=1) + test_result["name"] = re.sub(self.REGEX_TC_NAME_NEW, + "-{0}-".format(tag_tc.lower()), + test_result["name"], + count=1) + else: + test_result["status"] = "FAIL" + self._data["tests"][self._test_ID] = test_result + logging.debug("The test '{0}' has no or more than one " + "multi-threading tags.".format(self._test_ID)) + logging.debug("Tags: {0}".format(test_result["tags"])) + return + if test.status == "PASS" and ("NDRPDRDISC" in tags or + "NDRPDR" in tags or + "SOAK" in tags or "TCP" in tags or "MRR" in tags or "BMRR" in tags): + # TODO: Remove when definitely no NDRPDRDISC tests are used: if "NDRDISC" in tags: - test_type = "NDR" + test_result["type"] = "NDR" + # TODO: Remove when definitely no NDRPDRDISC tests are used: elif "PDRDISC" in tags: - test_type = "PDR" + 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_type = "TCP" + test_result["type"] = "TCP" elif "MRR" in tags: - test_type = "MRR" + test_result["type"] = "MRR" elif "FRMOBL" in tags or "BMRR" in tags: - test_type = "BMRR" + test_result["type"] = "BMRR" else: + test_result["status"] = "FAIL" + self._data["tests"][self._test_ID] = test_result return - test_result["type"] = test_type - - if test_type in ("NDR", "PDR"): + # TODO: Remove when definitely no NDRPDRDISC tests are used: + if test_result["type"] in ("NDR", "PDR"): try: rate_value = str(re.search( self.REGEX_RATE, test.message).group(1)) @@ -520,33 +836,44 @@ class ExecutionChecker(ResultVisitor): int(rate_value.split('.')[0]) test_result["throughput"]["unit"] = rate_unit test_result["latency"] = \ - self._get_latency(test.message, test_type) - if test_type == "PDR": + self._get_latency(test.message, test_result["type"]) + if test_result["type"] == "PDR": test_result["lossTolerance"] = str(re.search( self.REGEX_TOLERANCE, test.message).group(1)) - elif test_type in ("TCP", ): + elif test_result["type"] in ("NDRPDR", ): + test_result["throughput"], test_result["status"] = \ + self._get_ndrpdr_throughput(test.message) + 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"] = dict() - test_result["result"]["value"] = int(groups.group(2)) - test_result["result"]["unit"] = groups.group(1) + test_result["result"] = int(groups.group(2)) - elif test_type in ("MRR", "BMRR"): + elif test_result["type"] in ("MRR", "BMRR"): test_result["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(",")] - test_result["result"]["receive-rate"] = \ - AvgStdevMetadataFactory.from_data(items_float) + metadata = AvgStdevMetadataFactory.from_data(items_float) + # Next two lines have been introduced in CSIT-1179, + # to be removed in CSIT-1180. + metadata.size = 1 + metadata.stdev = 0.0 + test_result["result"]["receive-rate"] = metadata else: groups = re.search(self.REGEX_MRR, test.message) test_result["result"]["receive-rate"] = \ AvgStdevMetadataFactory.from_data([ float(groups.group(3)) / float(groups.group(1)), ]) - self._test_ID = test.longname.lower() self._data["tests"][self._test_ID] = test_result def end_test(self, test): @@ -664,6 +991,8 @@ class ExecutionChecker(ResultVisitor): elif setup_kw.name.count("Setup performance global Variables") \ and not self._timestamp: self._msg_type = "timestamp" + elif setup_kw.name.count("Setup Framework") and not self._testbed: + self._msg_type = "testbed" else: return setup_kw.messages.visit(self) @@ -700,9 +1029,13 @@ class ExecutionChecker(ResultVisitor): """ 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. @@ -823,8 +1156,7 @@ class InputData(object): return self.data[job][build]["tests"] - @staticmethod - def _parse_tests(job, build, log): + def _parse_tests(self, job, build, log): """Process data from robot output.xml file and return JSON structured data. @@ -850,7 +1182,8 @@ class InputData(object): log.append(("ERROR", "Error occurred while parsing output.xml: " "{0}".format(err))) return None - checker = ExecutionChecker(metadata) + checker = ExecutionChecker(metadata, self._cfg.mapping, + self._cfg.ignore) result.visit(checker) return checker.data @@ -901,7 +1234,7 @@ class InputData(object): if success: logs.append(("INFO", " Processing data from the build '{0}' ...". format(build["build"]))) - data = InputData._parse_tests(job, build, logs) + data = self._parse_tests(job, build, logs) if data is None: logs.append(("ERROR", "Input data file from the job '{job}', " "build '{build}' is damaged. Skipped.". @@ -913,7 +1246,45 @@ class InputData(object): remove(build["file-name"]) except OSError as err: logs.append(("ERROR", "Cannot remove the file '{0}': {1}". - format(build["file-name"], err))) + format(build["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("time-period", None) + if timeperiod and data: + now = dt.utcnow() + timeperiod = timedelta(int(timeperiod)) + metadata = data.get("metadata", None) + if metadata: + generated = metadata.get("generated", None) + if generated: + generated = dt.strptime(generated, "%Y%m%d %H:%M") + if (now - generated) > timeperiod: + # Remove the data and the file: + state = "removed" + data = None + logs.append( + ("INFO", + " The build {job}/{build} is outdated, will be " + "removed".format(job=job, build=build["build"]))) + file_name = self._cfg.input["file-name"] + full_name = join( + self._cfg.environment["paths"]["DIR[WORKING,DATA]"], + "{job}{sep}{build}{sep}{name}". + format(job=job, + sep=SEPARATOR, + build=build["build"], + name=file_name)) + try: + remove(full_name) + logs.append(("INFO", + " The file {name} has been removed". + format(name=full_name))) + except OSError as err: + logs.append(("ERROR", + "Cannot remove the file '{0}': {1}". + format(full_name, repr(err)))) + logs.append(("INFO", " Done.")) result = { @@ -1092,6 +1463,8 @@ class InputData(object): if params is None: params = element.get("parameters", None) + if params: + params.append("type") data = pd.Series() try: