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-# Copyright (c) 2023 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.
-
-"""Convert output_info.xml files into JSON structures.
-
-Version: 0.1.0
-Date: 22nd June 2021
-
-The json structure is defined in https://gerrit.fd.io/r/c/csit/+/28992
-"""
-
-import os
-import re
-import json
-import logging
-import gzip
-
-from os.path import join
-from shutil import rmtree
-from copy import deepcopy
-from json import loads
-
-from pal_utils import get_files
-
-
-class JSONData:
- """A Class storing and manipulating data from tests.
- """
-
- def __init__(self, template=None):
- """Initialization.
-
- :param template: JSON formatted template used to store data. It can
- include default values.
- :type template: dict
- """
-
- self._template = deepcopy(template)
- self._data = self._template if self._template else dict()
-
- def __str__(self):
- """Return a string with human readable data.
-
- :returns: Readable description.
- :rtype: str
- """
- return str(self._data)
-
- def __repr__(self):
- """Return a string executable as Python constructor call.
-
- :returns: Executable constructor call.
- :rtype: str
- """
- return f"JSONData(template={self._template!r})"
-
- @property
- def data(self):
- """Getter
-
- :return: Data stored in the object.
- :rtype: dict
- """
- return self._data
-
- def update(self, kwargs):
- """Update the data with new data from the dictionary.
-
- :param kwargs: Key value pairs to be added to the data.
- :type kwargs: dict
- """
- self._data.update(kwargs)
-
- def set_key(self, key, val):
- """Setter.
-
- :param key: The key to be updated / added.
- :param val: The key value.
- :type key: str
- :type val: object
- """
- self._data[key] = deepcopy(val)
-
- def add_to_list(self, key, val):
- """Add an item to the list identified by key.
-
- :param key: The key identifying the list.
- :param val: The val to be appended to the list. If val is a list,
- extend is used.
- """
- if self._data.get(key, None) is None:
- self._data[key] = list()
- if isinstance(val, list):
- self._data[key].extend(val)
- else:
- self._data[key].append(val)
-
- def dump(self, file_out, indent=None):
- """Write JSON data to a file.
-
- :param file_out: Path to the output JSON file.
- :param indent: Indentation of items in JSON string. It is directly
- passed to json.dump method.
- :type file_out: str
- :type indent: str
- """
- try:
- with open(file_out, u"w") as file_handler:
- json.dump(self._data, file_handler, indent=indent)
- except OSError as err:
- logging.warning(f"{repr(err)} Skipping")
-
- def load(self, file_in):
- """Load JSON data from a file.
-
- :param file_in: Path to the input JSON file.
- :type file_in: str
- :raises: ValueError if the data being deserialized is not a valid
- JSON document.
- :raises: IOError if the file is not found or corrupted.
- """
- with open(file_in, u"r") as file_handler:
- self._data = json.load(file_handler)
-
-
-def _export_test_from_xml_to_json(tid, in_data, out, template, metadata):
- """Export data from a test to a json structure.
-
- :param tid: Test ID.
- :param in_data: Test data.
- :param out: Path to output json file.
- :param template: JSON template with optional default values.
- :param metadata: Data which are not stored in XML structure.
- :type tid: str
- :type in_data: dict
- :type out: str
- :type template: dict
- :type metadata: dict
- """
-
- data = JSONData(template=template)
-
- data.update(metadata)
- data.set_key(u"test_id", tid)
- t_type = in_data.get(u"type", u"")
- t_type = u"NDRPDR" if t_type == u"CPS" else t_type # It is NDRPDR
- data.set_key(u"test_type", t_type)
- tags = in_data.get(u"tags", list())
- data.set_key(u"tags", tags)
- data.set_key(u"documentation", in_data.get(u"documentation", u""))
- data.set_key(u"message", in_data.get(u"msg", u""))
- data.set_key(u"start_time", in_data.get(u"starttime", u""))
- data.set_key(u"end_time", in_data.get(u"endtime", u""))
- data.set_key(u"status", in_data.get(u"status", u"FAILED"))
- sut_type = u""
- if u"vpp" in tid:
- sut_type = u"vpp"
- elif u"dpdk" in tid:
- sut_type = u"dpdk"
- data.set_key(u"sut_type", sut_type)
-
- # Process configuration history:
- in_papi = deepcopy(in_data.get(u"conf_history", None))
- if in_papi:
- regex_dut = re.compile(r'\*\*DUT(\d):\*\*')
- node_id = u"dut1"
- for line in in_papi.split(u"\n"):
- if not line:
- continue
- groups = re.search(regex_dut, line)
- if groups:
- node_id = f"dut{groups.group(1)}"
- else:
- data.add_to_list(
- u"log",
- {
- u"source_type": u"node",
- u"source_id": node_id,
- u"msg_type": u"papi",
- u"log_level": u"INFO",
- u"timestamp": in_data.get(u"starttime", u""),
- u"msg": line,
- u"data": list()
- }
- )
-
- # Process show runtime:
- if in_data.get(u"telemetry-show-run", None):
- for item in in_data[u"telemetry-show-run"].values():
- data.add_to_list(u"log", item.get(u"runtime", dict()))
- else:
- in_sh_run = deepcopy(in_data.get(u"show-run", None))
- if in_sh_run:
- # Transform to openMetrics format
- for key, val in in_sh_run.items():
- log_item = {
- u"source_type": u"node",
- u"source_id": key,
- u"msg_type": u"metric",
- u"log_level": u"INFO",
- u"timestamp": in_data.get(u"starttime", u""),
- u"msg": u"show_runtime",
- u"data": list()
- }
- runtime = loads(val.get(u"runtime", list()))
- for item in runtime:
- for metric, m_data in item.items():
- if metric == u"name":
- continue
- for idx, m_item in enumerate(m_data):
- log_item[u"data"].append(
- {
- u"name": metric,
- u"value": m_item,
- u"labels": {
- u"host": val.get(u"host", u""),
- u"socket": val.get(u"socket", u""),
- u"graph_node": item.get(u"name", u""),
- u"thread_id": str(idx)
- }
- }
- )
- data.add_to_list(u"log", log_item)
-
- # Process results:
- results = dict()
- if t_type == u"DEVICETEST":
- pass # Nothing to add.
- elif t_type == u"NDRPDR":
- results = {
- u"throughput": {
- u"unit":
- u"cps" if u"TCP_CPS" in tags or u"UDP_CPS" in tags
- else u"pps",
- u"ndr": {
- u"value": {
- u"lower": in_data.get(u"throughput", dict()).
- get(u"NDR", dict()).get(u"LOWER", u"NaN"),
- u"upper": in_data.get(u"throughput", dict()).
- get(u"NDR", dict()).get(u"UPPER", u"NaN")
- },
- u"value_gbps": {
- u"lower": in_data.get(u"gbps", dict()).
- get(u"NDR", dict()).get(u"LOWER", u"NaN"),
- u"upper": in_data.get(u"gbps", dict()).
- get(u"NDR", dict()).get(u"UPPER", u"NaN")
- }
- },
- u"pdr": {
- u"value": {
- u"lower": in_data.get(u"throughput", dict()).
- get(u"PDR", dict()).get(u"LOWER", u"NaN"),
- u"upper": in_data.get(u"throughput", dict()).
- get(u"PDR", dict()).get(u"UPPER", u"NaN")
- },
- u"value_gbps": {
- u"lower": in_data.get(u"gbps", dict()).
- get(u"PDR", dict()).get(u"LOWER", u"NaN"),
- u"upper": in_data.get(u"gbps", dict()).
- get(u"PDR", dict()).get(u"UPPER", u"NaN")
- }
- }
- },
- u"latency": {
- u"forward": {
- u"pdr_90": in_data.get(u"latency", dict()).
- get(u"PDR90", dict()).get(u"direction1", u"NaN"),
- u"pdr_50": in_data.get(u"latency", dict()).
- get(u"PDR50", dict()).get(u"direction1", u"NaN"),
- u"pdr_10": in_data.get(u"latency", dict()).
- get(u"PDR10", dict()).get(u"direction1", u"NaN"),
- u"pdr_0": in_data.get(u"latency", dict()).
- get(u"LAT0", dict()).get(u"direction1", u"NaN")
- },
- u"reverse": {
- u"pdr_90": in_data.get(u"latency", dict()).
- get(u"PDR90", dict()).get(u"direction2", u"NaN"),
- u"pdr_50": in_data.get(u"latency", dict()).
- get(u"PDR50", dict()).get(u"direction2", u"NaN"),
- u"pdr_10": in_data.get(u"latency", dict()).
- get(u"PDR10", dict()).get(u"direction2", u"NaN"),
- u"pdr_0": in_data.get(u"latency", dict()).
- get(u"LAT0", dict()).get(u"direction2", u"NaN")
- }
- }
- }
- elif t_type == "MRR":
- results = {
- u"unit": u"pps", # Old data use only pps
- u"samples": in_data.get(u"result", dict()).get(u"samples", list()),
- u"avg": in_data.get(u"result", dict()).get(u"receive-rate", u"NaN"),
- u"stdev": in_data.get(u"result", dict()).
- get(u"receive-stdev", u"NaN")
- }
- elif t_type == "SOAK":
- results = {
- u"critical_rate": {
- u"lower": in_data.get(u"throughput", dict()).
- get(u"LOWER", u"NaN"),
- u"upper": in_data.get(u"throughput", dict()).
- get(u"UPPER", u"NaN"),
- }
- }
- elif t_type == "HOSTSTACK":
- results = in_data.get(u"result", dict())
- # elif t_type == "TCP": # Not used ???
- # results = in_data.get(u"result", u"NaN")
- elif t_type == "RECONF":
- results = {
- u"loss": in_data.get(u"result", dict()).get(u"loss", u"NaN"),
- u"time": in_data.get(u"result", dict()).get(u"time", u"NaN")
- }
- else:
- pass
- data.set_key(u"results", results)
-
- data.dump(out, indent=u" ")
-
-
-def convert_xml_to_json(spec, data):
- """Convert downloaded XML files into JSON.
-
- Procedure:
- - create one json file for each test,
- - gzip all json files one by one,
- - delete json files.
-
- :param spec: Specification read from the specification files.
- :param data: Input data parsed from output.xml files.
- :type spec: Specification
- :type data: InputData
- """
-
- logging.info(u"Converting downloaded XML files to JSON ...")
-
- template_name = spec.output.get(u"use-template", None)
- structure = spec.output.get(u"structure", u"tree")
- if template_name:
- with open(template_name, u"r") as file_handler:
- template = json.load(file_handler)
- else:
- template = None
-
- build_dir = spec.environment[u"paths"][u"DIR[BUILD,JSON]"]
- try:
- rmtree(build_dir)
- except FileNotFoundError:
- pass # It does not exist
-
- os.mkdir(build_dir)
-
- for job, builds in data.data.items():
- logging.info(f" Processing job {job}")
- if structure == "tree":
- os.makedirs(join(build_dir, job), exist_ok=True)
- for build_nr, build in builds.items():
- logging.info(f" Processing build {build_nr}")
- if structure == "tree":
- os.makedirs(join(build_dir, job, build_nr), exist_ok=True)
- for test_id, test_data in build[u"tests"].items():
- groups = re.search(re.compile(r'-(\d+[tT](\d+[cC]))-'), test_id)
- if groups:
- test_id = test_id.replace(groups.group(1), groups.group(2))
- logging.info(f" Processing test {test_id}")
- if structure == "tree":
- dirs = test_id.split(u".")[:-1]
- name = test_id.split(u".")[-1]
- os.makedirs(
- join(build_dir, job, build_nr, *dirs), exist_ok=True
- )
- file_name = \
- f"{join(build_dir, job, build_nr, *dirs, name)}.json"
- else:
- file_name = join(
- build_dir,
- u'.'.join((job, build_nr, test_id, u'json'))
- )
- suite_id = test_id.rsplit(u".", 1)[0].replace(u" ", u"_")
- _export_test_from_xml_to_json(
- test_id, test_data, file_name, template,
- {
- u"ci": u"jenkins.fd.io",
- u"job": job,
- u"build_number": build_nr,
- u"suite_id": suite_id,
- u"suite_doc": build[u"suites"].get(suite_id, dict()).
- get(u"doc", u""),
- u"testbed": build[u"metadata"].get(u"testbed", u""),
- u"sut_version": build[u"metadata"].get(u"version", u"")
- }
- )
-
- # gzip the json files:
- for file in get_files(build_dir, u"json"):
- with open(file, u"rb") as src:
- with gzip.open(f"{file}.gz", u"wb") as dst:
- dst.writelines(src)
- os.remove(file)
-
- logging.info(u"Done.")