Analysis of Robot reports from OSM Jenkins¶

Date and time of the report: 2026-05-15 08:45:04.082572

Analysed period: 2026-04-24 to 2026-05-15.

1. Retrieval of all currrent data for aggregate analytics¶

Database update:

Retrieving new jobs...

Getting new builds from: osm-stage_3-merge/master, osm-stage_3-merge/v19.0, osm-stage_3-merge/v18.0, osm-stage_3-merge/v17.0, osm-stage_3-merge/v16.0, osm-stage_3-merge/v14.0

Traceback (most recent call last):
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 478, in get_job_info
    response = self.jenkins_open(requests.Request(
        'GET', self._build_url(JOB_INFO, locals())
    ))
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 570, in jenkins_open
    return self.jenkins_request(req, add_crumb, resolve_auth).text
           ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 594, in jenkins_request
    self.maybe_add_crumb(req)
    ~~~~~~~~~~~~~~~~~~~~^^^^^
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 383, in maybe_add_crumb
    response = self.jenkins_open(requests.Request(
        'GET', self._build_url(CRUMB_URL)), add_crumb=False)
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 570, in jenkins_open
    return self.jenkins_request(req, add_crumb, resolve_auth).text
           ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 596, in jenkins_request
    return self._response_handler(
           ~~~~~~~~~~~~~~~~~~~~~~^
        self._request(req, stream))
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 549, in _response_handler
    response.raise_for_status()
    ~~~~~~~~~~~~~~~~~~~~~~~~~^^
  File "/opt/conda/lib/python3.13/site-packages/requests/models.py", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 503 Server Error: Service Unavailable for url: https://osm.etsi.org/jenkins/crumbIssuer/api/json

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/osm-analytics/Jenkins/./00-script-jenkins_and_robot_etl.py", line 98, in <module>
    ingest_update_all_jenkins_job(
    ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^
        jenkins_server=server,
        ^^^^^^^^^^^^^^^^^^^^^^
    ...<8 lines>...
        table_robot_reports_extended=table_robot_reports_extended
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    )
    ^
  File "/osm-analytics/Jenkins/jenkins_robot_etl.py", line 32, in ingest_update_all_jenkins_job
    df_builds_of_job = get_all_job_builds(jenkins_server, job_name)
  File "/osm-analytics/Jenkins/jenkins_lib.py", line 79, in get_all_job_builds
    my_job = server.get_job_info(job_name, 0, True)
  File "/opt/conda/lib/python3.13/site-packages/jenkins/__init__.py", line 489, in get_job_info
    raise JenkinsException('job[%s] does not exist' % name)
jenkins.JenkinsException: job[osm-stage_3-merge/master] does not exist

Retrieving from database...

DONE

2. Aggregated analysis of stability¶

2.1 Restricts data to time window for analysis¶

2.2 Finding sequences of successful builds and Robot reports¶

Two values retrieved from the build are key to determine the state of the jubs and test suites at a given moment:

build_result is the outcome of the build, reported by Jenkins. It can be: SUCCESS, FAILURE, UNSTABLE or ABORTED.
test_result is the summary of the concerned Robot tests. It can be: FAIL, UNAVAILABLE or PASS.

Based on these two states, 3 types of temporal sequences of success/failure are identified per builds and test suites:

Successful builds/failed builds in a row: grp_build_result.
Successful test reports vs. test reports with fails in a row: grp_test_result.
Clean builds and tests vs. failures (of any kind) in a row: grp_success_fail.

For the identification of these sequences, the following mapping applies:

Type of sequence	Relevant state	OK sequence contains	NOK sequence contains	Ignore
`grp_build_result`	`build_result`	`SUCCESS` or `UNSTABLE`	`FAILURE`	`ABORTED`
`grp_test_result`	`test_result`	`PASS`	`FAIL`	`UNAVAILABLE`
`grp_success_fail`	`test_result`	`PASS`	`FAIL` or `UNAVAILABLE`	N/A

The different groupings of segments are detected and a label is added to each sample...

DONE

Then, the duration of each of the sequences of success/failure is determined and a specific dataframe is built summarizing such sequences, to ease their representation and analysis...

DONE

2.3 Finding sequences of pass/fails per test suite¶

DONE

3. Reports¶

3.1 Aggregated success rate per test step¶

No description has been provided for this image

3.2 Overall success of Jenkins builds and Robot tests¶

3.3 Sequences of pass/fails per test suites¶

Empty dataframe. Skipping.
Empty dataframe. Skipping.
Empty dataframe. Skipping.
Empty dataframe. Skipping.
Empty dataframe. Skipping.
Empty dataframe. Skipping.

3.4 Failing days per test suite¶

Out[58]:

job	Master branch				Release EIGHTEEN				Release FOURTEEN		...	Release NINETEEN		Release SEVENTEEN				Release SIXTEEN
	days_failing	days_passing	days_run	error_rate	days_failing	days_passing	days_run	error_rate	days_failing	days_passing	...	days_run	error_rate	days_failing	days_passing	days_run	error_rate	days_failing	days_passing	days_run	error_rate
suites
Basic 01-Crud Operations On Vim Targets	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Basic 05-Instantiation Parameters In Cloud Init	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Basic 06-Vnf With Charm	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Basic 07-Secure Key Management	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Basic 08-Disable Port Security Network Level	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
Sa 08-Vnf With Vnf Indicators Snmp	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Slice 01-Network Slicing	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Slice 02-Shared Network Slicing	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Sol003 01-Vnf-Lifecycle-Management	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Sol003 02-Dualstack Ip Vnfm	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0

62 rows × 24 columns

4. Information about the latest builds of relevant jobs¶

Latest build of each job¶

	auto_id	job	build	timestamp	duration	build_result	test_result	pass_count	fail_count
0	9680	osm-stage_3-merge/master	3742	2026-05-04 23:06:08	15008	FAILURE	UNAVAILABLE	NaN	NaN
1	9726	osm-stage_3-merge/v19.0	104	2026-05-13 13:11:10	124009	FAILURE	UNAVAILABLE	NaN	NaN
2	9727	osm-stage_3-merge/v18.0	268	2026-05-13 21:12:09	68349	FAILURE	UNAVAILABLE	NaN	NaN
3	9728	osm-stage_3-merge/v17.0	492	2026-05-13 16:49:07	22832	FAILURE	UNAVAILABLE	NaN	NaN
4	9729	osm-stage_3-merge/v16.0	602	2026-05-14 01:41:06	32362	FAILURE	UNAVAILABLE	NaN	NaN
5	9730	osm-stage_3-merge/v14.0	1019	2026-05-13 18:08:07	290395	FAILURE	UNAVAILABLE	NaN	NaN

Click to see the details of build 3742 of osm-stage_3-merge/master

Click to see the details of build 104 of osm-stage_3-merge/v19.0

Click to see the details of build 268 of osm-stage_3-merge/v18.0

Click to see the details of build 492 of osm-stage_3-merge/v17.0

Click to see the details of build 602 of osm-stage_3-merge/v16.0

Click to see the details of build 1019 of osm-stage_3-merge/v14.0

Failed test suites per job (if any):¶

osm-stage_3-merge/master: (full report)

	auto_id	name	status	starttime	endtime	pass	fail	failed_test_name	failed_keyword

osm-stage_3-merge/v19.0: (full report)

	auto_id	name	status	starttime	endtime	pass	fail	failed_test_name	failed_keyword

osm-stage_3-merge/v18.0: (full report)

	auto_id	name	status	starttime	endtime	pass	fail	failed_test_name	failed_keyword

osm-stage_3-merge/v17.0: (full report)

	auto_id	name	status	starttime	endtime	pass	fail	failed_test_name	failed_keyword

osm-stage_3-merge/v16.0: (full report)

	auto_id	name	status	starttime	endtime	pass	fail	failed_test_name	failed_keyword

osm-stage_3-merge/v14.0: (full report)

	auto_id	name	status	starttime	endtime	pass	fail	failed_test_name	failed_keyword

Details of failed tests into failing test suites (if any):¶