****************************** OPNFV FUNCTEST developer guide ****************************** .. toctree:: :numbered: :maxdepth: 2 ============ Introduction ============ Functest is a project dealing with functional testing. Functest produces its own internal test cases but can also be considered as a framework to support feature and VNF onboarding project testing. Functest developed a test API and defined a test collection framework that can be used by any OPNFV project. Therefore there are many ways to contribute to Functest. You can: * Develop new internal test cases * Integrate the tests from your feature project * Develop the framework to ease the integration of external test cases * Develop the API / Test collection framework * Develop dashboards or automatic reporting portals This document describes how, as a developer, you may interact with the Functest project. The first section details the main working areas of the project. The Second part is a list of "How to" to help you to join the Functest family whatever your field of interest is. ======================== Functest developer areas ======================== Functest High level architecture ================================ Functest is project delivering a test container dedicated to OPNFV. It includes the tools, the scripts and the test scenarios. Functest can be described as follow:: +----------------------+ | | | +--------------+ | +-------------------+ | | | | Public | | | | Tools | +------------------+ OPNFV | | | Scripts | | | System Under Test | | | Scenarios | +------------------+ | | | | | Management | | | +--------------+ | +-------------------+ | | | Functest Docker | | | +----------------------+ Functest internal test cases ============================ The internal test cases in Danube are: * healthcheck * connection_check * api_check * vping_ssh * vping_userdata * odl * snaps_smoke * tempest_smoke_serial * rally_sanity * tempest_full_parallel * rally_full * cloudify_ims By internal, we mean that this particular test cases have been developped and/or integrated by functest contributors and the associated code is hosted in the Functest repository. An internal case can be fully developped or a simple integration of upstream suites (e.g. Tempest/Rally developped in OpenStack are just integrated in Functest). The structure of this repository is detailed in `[1]`_. The main internal test cases are in the opnfv_tests subfolder of the repository, the internal test cases are: * sdn: odl, onos * openstack: healthcheck, vping_ssh, vping_userdata, tempest_*, rally_*, connection_check, api_check, snaps_smoke * vnf: cloudify_ims If you want to create a new test case you will have to create a new folder under the testcases directory. Functest external test cases ============================ The external test cases are inherited from other OPNFV projects, especially the feature projects. The external test cases are: * promise * doctor * onos * bgpvpn * copper * security_scan * sfc-odl * sfc-onos * parser * domino * multisite * opera_ims * orchestra_ims The code to run these test cases may be directly in the repository of the project. We have also a **features** sub directory under opnfv_tests directory that may be used (it can be usefull if you want to reuse Functest library). Functest framework ================== Functest can be considered as a framework. Functest is release as a docker file, including tools, scripts and a CLI to prepare the environement and run tests. It simplifies the integration of external test suites in CI pipeline and provide commodity tools to collect and display results. Since Colorado, test categories also known as tiers have been created to group similar tests, provide consistant sub-lists and at the end optimize test duration for CI (see How To section). The definition of the tiers has been agreed by the testing working group. The tiers are: * healthcheck * smoke * features * components * performance * vnf * stress Functest abstraction classes ============================ In order to harmonize test integration, 3 abstraction classes have been introduced in Danube: * testcase_base: base for any test case * feature_base: abstraction for feature project * vnf_base: abstraction for vnf onboarding The goal is to unify the way to run test from Functest. feature_base and vnf_base inherit from testcase_base. +-----------------------------------------+ | | | Testcase_base | | | | - init() | | - run() | | - publish_report() | | - check_criteria() | | | +-----------------------------------------+ | | V V +--------------------+ +--------------------------+ | | | | | feature_base | | vnf_base | | | | | | - prepare() | | - prepare() | | - post() | | - deploy_orchestrator() | | - parse_results() | | - deploy_vnf() | | | | - test_vnf() | | | | - clean() | | | | - execute() | | | | | +--------------------+ +--------------------------+ Functest util classes ===================== In order to simplify the creation of test cases, Functest develops some functions that can be used by any feature or internal test cases. Several features are supported such as logger, configuration management and Openstack capabilities (snapshot, clean, tacker,..). These functions can be found under /functest/utils and can be described as follows: functest/utils/ |-- config.py |-- constants.py |-- env.py |-- functest_logger.py |-- functest_utils.py |-- openstack_clean.py |-- openstack_snapshot.py |-- openstack_tacker.py `-- openstack_utils.py Note that for Openstack, keystone v3 is now deployed by default by compass, fuel and joid in Danube. All installers still support keysone v2 (deprecated in next version). Test collection framework ========================= The OPNFV testing group created a test collection database to collect the test results from CI: http://testresults.opnfv.org/test/swagger/spec.html Authentication: opnfv/api@opnfv Any test project running on any lab integrated in CI can push the results to this database. This database can be used to see the evolution of the tests and compare the results versus the installers, the scenarios or the labs. Overall Architecture -------------------- The Test result management can be summarized as follows:: +-------------+ +-------------+ +-------------+ | | | | | | | Test | | Test | | Test | | Project #1 | | Project #2 | | Project #N | | | | | | | +-------------+ +-------------+ +-------------+ | | | V V V +-----------------------------------------+ | | | Test Rest API front end | | http://testresults.opnfv.org/test | | | +-----------------------------------------+ A | | V | +-------------------------+ | | | | | Test Results DB | | | Mongo DB | | | | | +-------------------------+ | | +----------------------+ | | | test Dashboard | | | +----------------------+ Test API description -------------------- The Test API is used to declare pods, projects, test cases and test results. Pods are the pods used to run the tests. The results pushed in the database are related to pods, projects and cases. If you try to push results of test done on non referenced pod, the API will return an error message. An additional method dashboard has been added to post-process the raw results in release Brahmaputra (deprecated in Colorado). The data model is very basic, 4 objects are created: * Pods * Projects * Testcases * Results Pods:: { "id": , "details": , "creation_date": "YYYY-MM-DD HH:MM:SS", "name": , "mode": , "role": }, Projects:: { "id": , "name": , "creation_date": "YYYY-MM-DD HH:MM:SS", "description": }, Testcases:: { "id": , "name":, "project_name":, "creation_date": "YYYY-MM-DD HH:MM:SS", "description": , "url": }, Results:: { "_id": , "case_name": , "project_name": , "pod_name": , "installer": , "version": , "start_date": "YYYY-MM-DD HH:MM:SS", "stop_date": "YYYY-MM-DD HH:MM:SS", "build_tag": , "scenario": , "criteria": , "trust_indicator": { "current": 0, "histories": [] } } The API can described as follows. For detailed information, please go to http://testresults.opnfv.org/test/swagger/spec.html Authentication: opnfv/api@opnfv Version: +--------+--------------------------+-----------------------------------------+ | Method | Path | Description | +========+==========================+=========================================+ | GET | /versions | Get all supported API versions | +--------+--------------------------+-----------------------------------------+ Pods: +--------+----------------------------+-----------------------------------------+ | Method | Path | Description | +========+============================+=========================================+ | GET | /api/v1/pods | Get the list of declared Labs (PODs) | +--------+----------------------------+-----------------------------------------+ | POST | /api/v1/pods | Declare a new POD | | | | Content-Type: application/json | | | | { | | | | "name": "pod_foo", | | | | "mode": "metal", | | | | "role": "ci-pod", | | | | "details": "it is a ci pod" | | | | } | +--------+----------------------------+-----------------------------------------+ | GET | /api/v1/pods/{pod_name} | Get a declared POD | +--------+----------------------------+-----------------------------------------+ Projects: +--------+----------------------------+-----------------------------------------+ | Method | Path | Description | +========+============================+=========================================+ | GET | /api/v1/projects | Get the list of declared projects | +--------+----------------------------+-----------------------------------------+ | POST | /api/v1/projects | Declare a new test project | | | | Content-Type: application/json | | | | { | | | | "name": "project_foo", | | | | "description": "whatever you want" | | | | } | +--------+----------------------------+-----------------------------------------+ | DELETE | /api/v1/projects/{project} | Delete a test project | +--------+----------------------------+-----------------------------------------+ | GET | /api/v1/projects/{project} | Get details on a {project} | | | | | +--------+----------------------------+-----------------------------------------+ | PUT | /api/v1/projects/{project} | Update a test project | | | | | | | | Content-Type: application/json | | | | { | | | | | | | | } | +--------+----------------------------+-----------------------------------------+ Testcases: +--------+----------------------------+-----------------------------------------+ | Method | Path | Description | +========+============================+=========================================+ | GET | /api/v1/projects/{project}/| Get the list of testcases of {project} | | | cases | | +--------+----------------------------+-----------------------------------------+ | POST | /api/v1/projects/{project}/| Add a new test case to {project} | | | cases | Content-Type: application/json | | | | { | | | | "name": "case_foo", | | | | "description": "whatever you want" | | | | "url": "whatever you want" | | | | } | +--------+----------------------------+-----------------------------------------+ | DELETE | /api/v1/projects/{project}/| Delete a test case | | | cases/{case} | | +--------+----------------------------+-----------------------------------------+ | GET | /api/v1/projects/{project}/| Get a declared test case | | | cases/{case} | | +--------+----------------------------+-----------------------------------------+ | PUT | /api/v1/projects/{project}?| Modify a test case of {project} | | | cases/{case} | | | | | Content-Type: application/json | | | | { | | | | | | | | } | +--------+----------------------------+-----------------------------------------+ Results: +--------+----------------------------+------------------------------------------+ | Method | Path | Description | +========+============================+==========================================+ | GET | /api/v1/results | Get all the test results | +--------+----------------------------+------------------------------------------+ | POST | /api/v1/results | Add a new test results | | | | Content-Type: application/json | | | | { | | | | "project_name": "project_foo", | | | | "scenario": "odl-l2", | | | | "stop_date": "2016-05-28T14:42:58.384Z", | | | | "trust_indicator": 0.5, | | | | "case_name": "vPing", | | | | "build_tag": "", | | | | "version": "Colorado", | | | | "pod_name": "pod_foo", | | | | "criteria": "PASS", | | | | "installer": "fuel", | | | | "start_date": "2016-05-28T14:41:58.384Z",| | | | "details": | | | | } | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of {case} | | | case={case} | | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of build_tag | | | build_tag={tag} | {tag}. | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get last {N} records of test results | | | last={N} | | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of scenario | | | scenario={scenario} | {scenario}. | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of trust_indicator | | | trust_indicator={ind} | {ind}. | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of last days | | | period={period} | {period}. | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of {project} | | | project={project} | | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of version | | | version={version} | {version}. | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of criteria | | | criteria={criteria} | {criteria}. | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | get the results on pod {pod} | | | pod={pod} | | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the test results of installer {inst} | | | installer={inst} | | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results? | Get the results according to combined | | | | query conditions supported above | +--------+----------------------------+------------------------------------------+ | GET | /api/v1/results/{result_id}| Get the test result by result_id | +--------+----------------------------+------------------------------------------+ Scenarios: +--------+----------------------------+-----------------------------------------+ | Method | Path | Description | +========+============================+=========================================+ | GET | /api/v1/scenarios | Get the list of declared scenarios | +--------+----------------------------+-----------------------------------------+ | POST | /api/v1/scenario | Declare a new scenario | +--------+----------------------------+-----------------------------------------+ | GET | /api/v1/scenario? | Get a declared scenario | | | | | +--------+----------------------------+-----------------------------------------+ The code of the API is hosted in the releng repository `[6]`_. The static documentation of the API can be found at `[17]`_. The test API has been dockerized and may be installed locally in your lab. See `[15]`_ for details. The deployment of the test API has been automated. A jenkins job manages: * the unit tests of the test api * the creation of a new docker file * the deployment of the new test api * the archive of the old test api * the backup of the Mongo DB Test API Authorization ~~~~~~~~~~~~~~~~~~~~~~ PUT/DELETE/POST operations of the testapi now require token based authorization. The token needs to be added in the request using a header 'X-Auth-Token' for access to the database. e.g:: headers['X-Auth-Token'] The value of the header i.e the token can be accessed in the jenkins environment variable *TestApiToken*. The token value is added as a masked password. .. code-block:: python headers['X-Auth-Token'] = os.environ.get('TestApiToken') The above example is in Python. Token based authentication has been added so that only ci pods jenkins job can have access to the database. Please note that currently token authorization is implemented but is not yet enabled. Automatic reporting =================== An automatic reporting page has been created in order to provide a consistant view of the scenarios. In this page, each scenario is evaluated according to test criteria. The code for the automatic reporting is available at `[8]`_. The results are collected from the centralized database every day and, per scenario. A score is calculated based on the results from the last 10 days. This score is the addition of single test scores. Each test case has a success criteria reflected in the criteria field from the results. Considering an instance of a scenario os-odl_l2-nofeature-ha, the scoring is the addition of the scores of all the runnable tests from the categories (tiers healthcheck, smoke and features) corresponding to this scenario. +---------------------+---------+---------+---------+---------+ | Test | Apex | Compass | Fuel | Joid | +=====================+=========+=========+=========+=========+ | vPing_ssh | X | X | X | X | +---------------------+---------+---------+---------+---------+ | vPing_userdata | X | X | X | X | +---------------------+---------+---------+---------+---------+ | tempest_smoke_serial| X | X | X | X | +---------------------+---------+---------+---------+---------+ | rally_sanity | X | X | X | X | +---------------------+---------+---------+---------+---------+ | odl | X | X | X | X | +---------------------+---------+---------+---------+---------+ | promise | | | X | X | +---------------------+---------+---------+---------+---------+ | doctor | X | | X | | +---------------------+---------+---------+---------+---------+ | security_scan | X | | | | +---------------------+---------+---------+---------+---------+ | parser | | | X | | +---------------------+---------+---------+---------+---------+ | copper | X | | | X | +---------------------+---------+---------+---------+---------+ All the testcases listed in the table are runnable on os-odl_l2-nofeature scenarios. If no result is available or if all the results are failed, the test case get 0 point. If it was succesfull at least once but not anymore during the 4 runs, the case get 1 point (it worked once). If at least 3 of the last 4 runs were successful, the case get 2 points. If the last 4 runs of the test are successful, the test get 3 points. In the example above, the target score for fuel/os-odl_l2-nofeature-ha is 3x6 = 18 points. The scenario is validated per installer when we got 3 points for all individual test cases (e.g 18/18). Please note that complex or long duration tests are not considered for the scoring. The success criteria are not always easy to define and may require specific hardware configuration. These results however provide a good level of trust on the scenario. A web page is automatically generated every day to display the status. This page can be found at `[9]`_. For the status, click on Status menu, you may also get feedback for vims and tempest_smoke_serial test cases. Any validated scenario is stored in a local file on the web server. In fact as we are using a sliding windows to get results, it may happen that a successful scenarios is no more run (because considered as stable) and then the number of iterations (4 needed) would not be sufficient to get the green status. Please note that other test cases (e.g. sfc_odl, bgpvpn) need also ODL configuration addons and as a consequence specific scenario. There are not considered as runnable on the generic odl_l2 scenario. Dashboard ========= Dashboard is used to provide a consistant view of the results collected in CI. The results showed on the dashboard are post processed from the Database, which only contains raw results. In Brahmaputra, we created a basic dashboard. Since Colorado, it was decided to adopt ELK framework. Mongo DB results are extracted to feed Elasticsearch database (`[7]`_). A script was developed to build elasticsearch data set. This script can be found in `[16]`_. For next versions, it was decided to integrated bitergia dashboard. Bitergia already provides a dashboard for code and infrastructure. A new Test tab will be added. The dataset will be built by consuming the test API. ======= How TOs ======= How Functest works? =================== The installation and configuration of the Functest docker image is described in `[1]`_. The procedure to start tests is described in `[2]`_ How can I contribute to Functest? ================================= If you are already a contributor of any OPNFV project, you can contribute to functest. If you are totally new to OPNFV, you must first create your Linux Foundation account, then contact us in order to declare you in the repository database. We distinguish 2 levels of contributors: * the standard contributor can push patch and vote +1/0/-1 on any Functest patch * The commitor can vote -2/-1/0/+1/+2 and merge Functest commitors are promoted by the Functest contributors. Where can I find some help to start? ==================================== This guide is made for you. You can also have a look at the project wiki page `[10]`_. There are references on documentation, video tutorials, tips... You can also directly contact us by mail with [Functest] prefix in the title at opnfv-tech-discuss@lists.opnfv.org or on the IRC chan #opnfv-functest. What kind of testing do you do in Functest? =========================================== Functest is focusing on Functional testing. The results must be PASS or FAIL. We do not deal with performance and/or qualification tests. We consider OPNFV as a black box and execute our tests from the jumphost according to Pharos reference technical architecture. Upstream test suites are integrated (Rally/Tempest/ODL/ONOS,...). If needed Functest may bootstrap temporarily testing activities if they are identified but not covered yet by an existing testing project (e.g security_scan before the creation of the security repository) How test constraints are defined? ================================= Test constraints are defined according to 2 paramaters: * The scenario (DEPLOY_SCENARIO env variable) * The installer (INSTALLER_TYPE env variable) A scenario is a formal description of the system under test. The rules to define a scenario are described in `[4]`_ These 2 constraints are considered to determinate if the test is runnable or not (e.g. no need to run onos suite on odl scenario). In the test declaration for CI, the test owner shall indicate these 2 constraints. The file testcases.yaml `[5]`_ must be patched in git to include new test cases. A more elaborated system based on template is planned for next releases For each dependency, it is possible to define a regex:: name: promise criteria: 'success_rate == 100%' description: >- Test suite from Promise project. dependencies: installer: '(fuel)|(joid)' scenario: '' In the example above, it means that promise test will be runnable only with joid or fuel installers on any scenario. The vims criteria means any installer and exclude onos and odl with bgpvpn scenarios:: name: vims criteria: 'status == "PASS"' description: >- This test case deploys an OpenSource vIMS solution from Clearwater using the Cloudify orchestrator. It also runs some signaling traffic. dependencies: installer: '' scenario: '(ocl)|(nosdn)|^(os-odl)((?!bgpvpn).)*$' How to write and check constaint regex? ======================================= Regex are standard regex. You can have a look at `[11]`_ You can also easily test your regex via an online regex checker such as `[12]`_. Put your scenario in the TEST STRING window (e.g. os-odl_l3-ovs-ha), put your regex in the REGULAR EXPRESSION window, then you can test your rule . How to know which test I can run? ================================= You can use the API `[13]`_. The static declaration is in git `[5]`_ If you are in a Functest docker container (assuming that the environement has been prepared): just use the CLI. You can get the list per Test cases or by Tier:: # functest testcase list healthcheck vping_ssh vping_userdata tempest_smoke_serial rally_sanity odl doctor security_scan tempest_full_parallel rally_full vims # functest tier list - 0. healthcheck: ['healthcheck'] - 1. smoke: ['vping_ssh', 'vping_userdata', 'tempest_smoke_serial', 'rally_sanity'] - 2. sdn_suites: ['odl'] - 3. features: ['doctor', 'security_scan'] - 4. openstack: ['tempest_full_parallel', 'rally_full'] - 5. vnf: ['vims'] How to manually start Functest tests? ===================================== Assuming that you are connected on the jumphost and that the system is "Pharos compliant", i.e the technical architecture is compatible with the one defined in the Pharos project:: # docker pull opnfv/functest:latest # envs="-e INSTALLER_TYPE=fuel -e INSTALLER_IP=10.20.0.2 -e DEPLOY_SCENARIO=os-odl_l2-nofeature-ha -e CI_DEBUG=true" # sudo docker run --privileged=true -id ${envs} opnfv/functest:latest /bin/bash Then you must connect to the docker container and source the credentials:: # docker ps (copy the id) # docker exec -ti bash # source $creds You must first check if the environment is ready:: # functest env status Functest environment ready to run tests. If not ready, prepare the env by launching:: # functest env prepare Functest environment ready to run tests. Once the Functest env is ready, you can use the CLI to start tests. You can run test cases per test case or per tier: # functest testcase run or # functest tier run e.g:: # functest testcase run tempest_smoke_serial # functest tier run features If you want to run all the tests you can type:: # functest testcase run all If you want to run all the tiers (same at the end that running all the test cases) you can type:: # functest tier run all How to declare my tests in Functest? ==================================== If you want to add new internal test cases, you can submit patch under the testcases directory of Functest repository. For feature test integration, the code can be kept into your own repository. The Functest files to be modified are: * functest/docker/Dockerfile: get your code in Functest container * functest/ci/testcases.yaml: reference your test and its associated constraints Dockerfile ---------- This file lists the repositories (internal or external) to be cloned in the Functest container. You can also add external packages:: RUN git clone https://gerrit.opnfv.org/gerrit/ ${REPOS_DIR}/ testcases.yaml -------------- All the test cases that must be run from CI / CLI must be declared in ci/testcases.yaml. This file is used to get the constraints related to the test:: name: criteria: 'PASS', 'rate > 90%' description: >- dependencies: installer: regex related to installer e.g. 'fuel', '(apex)||(joid)' scenario: regex related to the scenario e.g. 'ovs*no-ha' You must declare your test case in one of the category (tier). If you are integrating test suites from a feature project, the default category is **features**. How to select my list of tests for CI? ====================================== Functest can be run automatically from CI, a jenkins job is usually called after an OPNFV fresh installation. By default we try to run all the possible tests (see `[14]` called from Functest jenkins job):: cmd="python ${FUNCTEST_REPO_DIR}/ci/run_tests.py -t all ${flags}" Each case can be configured as daily and/or weekly task. Weekly tasks are used for long duration or experimental tests. Daily tasks correspond to the minimum set of test suites to validate a scenario. When executing run_tests.py, a check based on the jenkins build tag will be considered to detect whether it is a daily and/or a weekly test. in your CI you can customize the list of test you want to run by case or by tier, just change the line:: cmd="python ${FUNCTEST_REPO_DIR}/ci/run_tests.py -t ${flags}" e.g.:: cmd="python ${FUNCTEST_REPO_DIR}/ci/run_tests.py -t healthcheck,smoke ${flags}" This command will run all the test cases of the first 2 tiers, i.e. healthcheck, connection_check, api_check, vping_ssh, vping_userdata, snaps_somke, tempest_smoke_serial and rally_sanity. How to push your results into the Test Database =============================================== The test database is used to collect test results. By default it is enabled only for CI tests from Production CI pods. The architecture and associated API is described in previous chapter. If you want to push your results from CI, you just have to call the API at the end of your script. You can also reuse a python function defined in functest_utils.py:: def push_results_to_db(db_url, case_name, logger, pod_name,version, payload): """ POST results to the Result target DB """ url = db_url + "/results" installer = get_installer_type(logger) params = {"project_name": "functest", "case_name": case_name, "pod_name": pod_name, "installer": installer, "version": version, "details": payload} headers = {'Content-Type': 'application/json'} try: r = requests.post(url, data=json.dumps(params), headers=headers) if logger: logger.debug(r) return True except Exception, e: print "Error [push_results_to_db('%s', '%s', '%s', '%s', '%s')]:" \ % (db_url, case_name, pod_name, version, payload), e return False ========== References ========== _`[1]`: http://artifacts.opnfv.org/functest/docs/configguide/index.html Functest configuration guide _`[2]`: http://artifacts.opnfv.org/functest/docs/userguide/index.html functest user guide _`[3]`: https://wiki.opnfv.org/opnfv_test_dashboard Brahmaputra dashboard _`[4]`: https://wiki.opnfv.org/display/INF/CI+Scenario+Naming _`[5]`: https://git.opnfv.org/cgit/functest/tree/ci/testcases.yaml _`[6]`: https://git.opnfv.org/cgit/releng/tree/utils/test/result_collection_api _`[7]`: https://git.opnfv.org/cgit/releng/tree/utils/test/scripts _`[8]`: https://git.opnfv.org/cgit/releng/tree/utils/test/reporting/functest _`[9]`: http://testresults.opnfv.org/reporting/ _`[10]`: https://wiki.opnfv.org/opnfv_functional_testing _`[11]`: https://docs.python.org/2/howto/regex.html _`[12]`: https://regex101.com/ _`[13]`: http://testresults.opnfv.org/test/api/v1/projects/functest/cases _`[14]`: https://git.opnfv.org/cgit/releng/tree/jjb/functest/functest-daily.sh _`[15]`: https://git.opnfv.org/cgit/releng/tree/utils/test/result_collection_api/README.rst _`[16]`: https://git.opnfv.org/cgit/releng/tree/utils/test/scripts/mongo_to_elasticsearch.py _`[17]`: http://artifacts.opnfv.org/releng/docs/testapi.html OPNFV main site: http://www.opnfv.org OPNFV functional test page: https://wiki.opnfv.org/opnfv_functional_testing IRC support chan: #opnfv-functest _`OpenRC`: http://docs.openstack.org/user-guide/common/cli_set_environment_variables_using_openstack_rc.html _`Rally installation procedure`: https://rally.readthedocs.org/en/latest/tutorial/step_0_installation.html _`config_functest.yaml` : https://git.opnfv.org/cgit/functest/tree/testcases/config_functest.yaml