14720244 report - OSSR Reports

Repository Information

Repository Name: Accessing and using astronomical data: a series of Jupyter notebooks tutorials
Record ID: 14720244
Repository URL: https://github.com/cds-astro/tutorials
Tool Type: SoftwareSourceCode
Version: 1.1.0

Results

Indicator	generated by	evidence	Value	Run Status	Check passed
https://w3id.org/everse/i/indicators/codemeta_completeness	Codemeta Completeness Tool	Codemeta completeness = 35.1%, minimal threshold to consider this check to pass is set to 20.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'operatingSystem', 'softwareRequirements', 'softwareVersion', 'author', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'publisher', 'version', 'isPartOf', 'description', 'identifier', 'name', 'identifier', 'name', 'maintainer', 'contIntegration', 'developmentStatus', 'funding', 'issueTracker', 'readme'] keys in codemeta file.	0.35135135135135137	✅	✅
https://w3id.org/everse/i/indicators/codemeta_completeness	Codemeta Completeness Tool	Codemeta completeness = 35.1%, minimal threshold to consider this check to pass is set to 50.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'operatingSystem', 'softwareRequirements', 'softwareVersion', 'author', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'publisher', 'version', 'isPartOf', 'description', 'identifier', 'name', 'identifier', 'name', 'maintainer', 'contIntegration', 'developmentStatus', 'funding', 'issueTracker', 'readme'] keys in codemeta file.	0.35135135135135137	✅	❌
https://w3id.org/everse/i/indicators/doi_presence	SOMEF	Found DOI: Euro-VO/ESCAPE tutorials with confidence 100.0% from source https://raw.githubusercontent.com/cds-astro/tutorials/master/codemeta.json	Euro-VO/ESCAPE tutorials	⚠️	✅
https://w3id.org/everse/i/indicators/codemeta_discrepancy	SOMEF, Codemeta Completeness Tool	Comparison value: 0.6176470588235294, Threshold: 0.5, Status: True	0.6176470588235294	⚠️	✅

Results Output

https://w3id.org/everse/i/indicators/codemeta_completeness

Status: CompletedActionStatus
Value: 0.35
Evidence: Codemeta completeness = 35.1%, minimal threshold to consider this check to pass is set to 20.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'operatingSystem', 'softwareRequirements', 'softwareVersion', 'author', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'publisher', 'version', 'isPartOf', 'description', 'identifier', 'name', 'identifier', 'name', 'maintainer', 'contIntegration', 'developmentStatus', 'funding', 'issueTracker', 'readme'] keys in codemeta file.
Output:

{"pass": true, "value": 0.35135135135135137, "codemeta_dict": {"@context": "https://doi.org/10.5063/schema/codemeta-2.0", "@type": "SoftwareSourceCode", "license": "https://spdx.org/licenses/BSD-3-Clause", "codeRepository": "git+https://github.com/cds-astro/tutorials", "contIntegration": "https://github.com/cds-astro/tutorials/actions", "datePublished": "2025-01-22", "dateModified": "2025-01-22", "issueTracker": "https://github.com/cds-astro/tutorials/issues", "name": "cds-escape-tutorials", "version": "1.1.0", "softwareVersion": "1.1.0", "description": "Jupyter Notebook tutorials using astronomical databases and Virtual Observatory tools", "identifier": "Euro-VO/ESCAPE tutorials", "applicationCategory": "Astronomy", "funding": ["European Union Horizon Program call INFRAEOSC-03-2020 - Grant Agreement Number 101017536", "European Union\u2019s Horizon 2020 research and innovation program under the Grant Agreement n. 824064", "European Union\u2019s Horizon 2020 Programme under the AHEAD2020 project - Grant agreement Number 871158"], "readme": "https://github.com/cds-astro/tutorials/blob/master/README.md", "developmentStatus": "active", "isPartOf": "https://github.com/cds-astro", "funder": {"@type": "Organization", "name": "European Union\u2019s Horizon 2020 research and innovation program "}, "keywords": ["virtual-observatory databases python"], "programmingLanguage": ["python3.*"], "operatingSystem": ["Linux", "Windows", "MacOS"], "publisher": {"@type": "Organization", "name": "Centre de Donn\u00e9es Astronomiques de Strasbourg", "url": "http://cdsweb.u-strasbg.fr/"}, "softwareRequirements": "https://github.com/cds-astro/tutorials/blob/master/requirements.txt", "author": [{"@type": "Person", "@id": "https://orcid.org/0000-0001-5713-0998", "givenName": "Manon", "familyName": "Marchand", "email": "manon.marchand@bubbly.space", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0002-6616-7554", "givenName": "Katharina", "familyName": "Lutz", "email": "research@katha-lutz.de", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0002-4200-9965", "givenName": "Stefania", "familyName": "Amodeo", "email": "stefania.amodeo@astro.unistra.fr", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0001-5818-2781", "givenName": "Thomas", "familyName": "Boch", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0001-6118-2985", "givenName": "Caroline", "familyName": "Bot", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "0000-0002-6185-8292", "givenName": "Giulia", "familyName": "Iafrate", "affiliation": {"@type": "Organization", "name": "INAF - Italian National Institute for Astrophysics"}}, {"@type": "Person", "@id": "0000-0002-2307-2432", "givenName": "Jenny", "familyName": "Sorce", "affiliation": [{"@type": "Organization", "name": "Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France"}, {"@type": "Organization", "name": "Universit\u00e9 Paris-Saclay, CNRS, Institut d'Astrophysique Spatiale, 91405, Orsay, France"}, {"@type": "Organization", "name": "Leibniz-Institut f\u00fcr Astrophysik (AIP), An der Sternwarte 16, D-14482 Potsdam, Germany"}]}, {"@type": "Person", "@id": "https://orcid.org/0000-0003-2373-451X", "givenName": "Ada", "familyName": "Nebot G\u00f3mez-Mor\u00e1n", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": " 0000-0002-6985-9476", "givenName": "Francisco", "familyName": "Jim\u00e9nez-Esteban", "affiliation": {"@type": "Organization", "name": "Centro de Astrobiolog\u00eda (CAB), CSIC-INTA, Camino Bajo del Castillo s/n, E-28692, Villanueva de la Ca\u00f1ada, Madrid, Spain"}}, {"@type": "Person", "@id": "0000-0003-1885-5130", "givenName": "Enrique", "familyName": "Solano Marquez", "affiliation": {"@type": "Organization", "name": "Centro de Astrobiolog\u00eda (CAB), CSIC-INTA, Camino Bajo del Castillo s/n, E-28692, Villanueva de la Ca\u00f1ada, Madrid, Spain"}}, {"@type": "Person", "givenName": "Matthieu", "familyName": "Baumann", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0002-2353-6604", "givenName": "Giuseppe", "familyName": "Greco", "affiliation": {"@type": "Organization", "name": " INFN, Sezione di Perugia, I-06123 Perugia, Italy"}}], "maintainer": [{"@type": "Person", "@id": "https://orcid.org/0000-0001-5713-0998", "givenName": "Manon", "familyName": "Marchand", "email": "manon.marchand@bubbly.space", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}]}, "threshold": 0.2}

https://w3id.org/everse/i/indicators/codemeta_completeness

Status: CompletedActionStatus
Value: 0.35
Evidence: Codemeta completeness = 35.1%, minimal threshold to consider this check to pass is set to 50.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'operatingSystem', 'softwareRequirements', 'softwareVersion', 'author', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'publisher', 'version', 'isPartOf', 'description', 'identifier', 'name', 'identifier', 'name', 'maintainer', 'contIntegration', 'developmentStatus', 'funding', 'issueTracker', 'readme'] keys in codemeta file.
Output:

{"pass": false, "value": 0.35135135135135137, "codemeta_dict": {"@context": "https://doi.org/10.5063/schema/codemeta-2.0", "@type": "SoftwareSourceCode", "license": "https://spdx.org/licenses/BSD-3-Clause", "codeRepository": "git+https://github.com/cds-astro/tutorials", "contIntegration": "https://github.com/cds-astro/tutorials/actions", "datePublished": "2025-01-22", "dateModified": "2025-01-22", "issueTracker": "https://github.com/cds-astro/tutorials/issues", "name": "cds-escape-tutorials", "version": "1.1.0", "softwareVersion": "1.1.0", "description": "Jupyter Notebook tutorials using astronomical databases and Virtual Observatory tools", "identifier": "Euro-VO/ESCAPE tutorials", "applicationCategory": "Astronomy", "funding": ["European Union Horizon Program call INFRAEOSC-03-2020 - Grant Agreement Number 101017536", "European Union\u2019s Horizon 2020 research and innovation program under the Grant Agreement n. 824064", "European Union\u2019s Horizon 2020 Programme under the AHEAD2020 project - Grant agreement Number 871158"], "readme": "https://github.com/cds-astro/tutorials/blob/master/README.md", "developmentStatus": "active", "isPartOf": "https://github.com/cds-astro", "funder": {"@type": "Organization", "name": "European Union\u2019s Horizon 2020 research and innovation program "}, "keywords": ["virtual-observatory databases python"], "programmingLanguage": ["python3.*"], "operatingSystem": ["Linux", "Windows", "MacOS"], "publisher": {"@type": "Organization", "name": "Centre de Donn\u00e9es Astronomiques de Strasbourg", "url": "http://cdsweb.u-strasbg.fr/"}, "softwareRequirements": "https://github.com/cds-astro/tutorials/blob/master/requirements.txt", "author": [{"@type": "Person", "@id": "https://orcid.org/0000-0001-5713-0998", "givenName": "Manon", "familyName": "Marchand", "email": "manon.marchand@bubbly.space", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0002-6616-7554", "givenName": "Katharina", "familyName": "Lutz", "email": "research@katha-lutz.de", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0002-4200-9965", "givenName": "Stefania", "familyName": "Amodeo", "email": "stefania.amodeo@astro.unistra.fr", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0001-5818-2781", "givenName": "Thomas", "familyName": "Boch", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0001-6118-2985", "givenName": "Caroline", "familyName": "Bot", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "0000-0002-6185-8292", "givenName": "Giulia", "familyName": "Iafrate", "affiliation": {"@type": "Organization", "name": "INAF - Italian National Institute for Astrophysics"}}, {"@type": "Person", "@id": "0000-0002-2307-2432", "givenName": "Jenny", "familyName": "Sorce", "affiliation": [{"@type": "Organization", "name": "Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France"}, {"@type": "Organization", "name": "Universit\u00e9 Paris-Saclay, CNRS, Institut d'Astrophysique Spatiale, 91405, Orsay, France"}, {"@type": "Organization", "name": "Leibniz-Institut f\u00fcr Astrophysik (AIP), An der Sternwarte 16, D-14482 Potsdam, Germany"}]}, {"@type": "Person", "@id": "https://orcid.org/0000-0003-2373-451X", "givenName": "Ada", "familyName": "Nebot G\u00f3mez-Mor\u00e1n", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": " 0000-0002-6985-9476", "givenName": "Francisco", "familyName": "Jim\u00e9nez-Esteban", "affiliation": {"@type": "Organization", "name": "Centro de Astrobiolog\u00eda (CAB), CSIC-INTA, Camino Bajo del Castillo s/n, E-28692, Villanueva de la Ca\u00f1ada, Madrid, Spain"}}, {"@type": "Person", "@id": "0000-0003-1885-5130", "givenName": "Enrique", "familyName": "Solano Marquez", "affiliation": {"@type": "Organization", "name": "Centro de Astrobiolog\u00eda (CAB), CSIC-INTA, Camino Bajo del Castillo s/n, E-28692, Villanueva de la Ca\u00f1ada, Madrid, Spain"}}, {"@type": "Person", "givenName": "Matthieu", "familyName": "Baumann", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}, {"@type": "Person", "@id": "https://orcid.org/0000-0002-2353-6604", "givenName": "Giuseppe", "familyName": "Greco", "affiliation": {"@type": "Organization", "name": " INFN, Sezione di Perugia, I-06123 Perugia, Italy"}}], "maintainer": [{"@type": "Person", "@id": "https://orcid.org/0000-0001-5713-0998", "givenName": "Manon", "familyName": "Marchand", "email": "manon.marchand@bubbly.space", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}]}, "threshold": 0.5}

https://w3id.org/everse/i/indicators/codemeta_discrepancy

Status: PotentialActionStatus
Value: 0.62
Evidence: Comparison value: 0.6176470588235294, Threshold: 0.5, Status: True
Output:

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Logs

Log File: docs/records/14720244/14720244_codemeta_completeness_tool_log.txt

2026-03-05 09:10:13,999 codemeta_completeness_tool.py:72 INFO [codemeta completeness tool] Running Codemeta Completeness Tool on record ID: 14720244

Log File: docs/records/14720244/14720244_somef_log.txt

2026-03-05 09:09:43,969 somef_tool.py:140 INFO Running SOMEF on repository: https://github.com/cds-astro/tutorials
2026-03-05 09:10:13,997 somef_utils.py:43 INFO SOftware Metadata Extraction Framework (SOMEF) Command Line Interface
CODEMETA PARSER - Processing file: /tmp/tmpycfixz2j/cds-astro_tutorials/tutorials-master/codemeta.json
CODEMETA PARSER - Source: https://raw.githubusercontent.com/cds-astro/tutorials/master/codemeta.json
repository
Saving json data to docs/records/14720244/14720244_somef.json
Success

2026-03-05 09:10:13,997 somef_utils.py:45 ERROR 05-Mar-26 09:09:49-DEBUG-Starting new HTTPS connection (1): github.com:443
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05-Mar-26 09:09:50-INFO-Remaining GitHub API requests: 14 ### Next rate limit reset at: 2026-03-05 09:55:33
05-Mar-26 09:09:50-INFO-Repository information successfully loaded.

05-Mar-26 09:09:50-INFO-Downloading https://github.com/cds-astro/tutorials/archive/master.zip
05-Mar-26 09:09:50-DEBUG-Starting new HTTPS connection (1): github.com:443
05-Mar-26 09:09:50-DEBUG-https://github.com:443 "GET /cds-astro/tutorials/archive/master.zip HTTP/1.1" 302 0
05-Mar-26 09:09:50-DEBUG-Starting new HTTPS connection (1): codeload.github.com:443
05-Mar-26 09:09:50-DEBUG-https://codeload.github.com:443 "GET /cds-astro/tutorials/zip/refs/heads/master HTTP/1.1" 200 None
05-Mar-26 09:09:50-WARNING-No Content-Length header for https://github.com/cds-astro/tutorials/archive/master.zip. Proceeding with download anyway (unable to estimate size).
05-Mar-26 09:09:50-DEBUG-Starting new HTTPS connection (1): github.com:443
05-Mar-26 09:09:50-DEBUG-https://github.com:443 "GET /cds-astro/tutorials/archive/master.zip HTTP/1.1" 302 0
05-Mar-26 09:09:50-DEBUG-Starting new HTTPS connection (1): codeload.github.com:443
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05-Mar-26 09:10:04-ERROR-Tried to add a result without value or type. Discarding it ...
05-Mar-26 09:10:04-ERROR-Tried to add a result without value or type. Discarding it ...
05-Mar-26 09:10:04-ERROR-Tried to add a result without value or type. Discarding it ...
05-Mar-26 09:10:04-INFO-############### Processing package file: requirements.txt ############### 
05-Mar-26 09:10:04-INFO-############### Processing package file: pyproject.toml ############### 
05-Mar-26 09:10:04-INFO-############### Processing package file: requirements.txt ############### 
05-Mar-26 09:10:05-INFO-Extracting information using headers
/builds/escape-ossr/rs_quality_checks/.venv/lib/python3.11/site-packages/somef/header_analysis.py:112: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  df['Content'].replace('', np.nan, inplace=True)
05-Mar-26 09:10:05-INFO-Labeling headers.
05-Mar-26 09:10:12-INFO-Header information extracted.
05-Mar-26 09:10:12-INFO-Splitting text into valid excerpts for classification
05-Mar-26 09:10:12-INFO-Extraction of bibtex citation from readme completed. 

05-Mar-26 09:10:12-INFO-Text Successfully split.
05-Mar-26 09:10:12-INFO-Checking thresholds for classified excerpts.
05-Mar-26 09:10:12-INFO-All excerpts below the threshold have been removed.
05-Mar-26 09:10:13-DEBUG-Starting new HTTPS connection (1): github.com:443
05-Mar-26 09:10:13-DEBUG-https://github.com:443 "GET /cds-astro/tutorials/wiki HTTP/1.1" 302 0
05-Mar-26 09:10:13-INFO-Completed extracting regular expressions

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