17121386 report - OSSR Reports

Repository Information

Repository Name: Aladin Lite
Record ID: 17121386
Repository URL: https://github.com/cds-astro/aladin-lite
Tool Type: SoftwareSourceCode
Version: 3.7.1-beta

Results

Indicator	generated by	evidence	Value	Run Status	Check passed
https://w3id.org/everse/i/indicators/codemeta_completeness	Codemeta Completeness Tool	Codemeta completeness = 32.4%, minimal threshold to consider this check to pass is set to 20.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'releaseNotes', 'softwareVersion', 'author', 'dateCreated', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'version', 'description', 'identifier', 'name', 'relatedLink', 'identifier', 'name', 'maintainer', 'funding', 'issueTracker', 'referencePublication', 'readme'] keys in codemeta file.	0.32432432432432434	✅	✅
https://w3id.org/everse/i/indicators/codemeta_completeness	Codemeta Completeness Tool	Codemeta completeness = 32.4%, minimal threshold to consider this check to pass is set to 50.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'releaseNotes', 'softwareVersion', 'author', 'dateCreated', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'version', 'description', 'identifier', 'name', 'relatedLink', 'identifier', 'name', 'maintainer', 'funding', 'issueTracker', 'referencePublication', 'readme'] keys in codemeta file.	0.32432432432432434	✅	❌
https://w3id.org/everse/i/indicators/doi_presence	SOMEF	Found DOI: 10.5281/zenodo.7638833 with confidence 100.0% from source https://raw.githubusercontent.com/cds-astro/aladin-lite/master/codemeta.json	10.5281/zenodo.7638833	⚠️	✅
https://w3id.org/everse/i/indicators/codemeta_discrepancy	SOMEF, Codemeta Completeness Tool	Comparison value: 0.6617647058823529, Threshold: 0.5, Status: True	0.6617647058823529	⚠️	✅

Results Output

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

Status: CompletedActionStatus
Value: 0.32
Evidence: Codemeta completeness = 32.4%, minimal threshold to consider this check to pass is set to 20.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'releaseNotes', 'softwareVersion', 'author', 'dateCreated', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'version', 'description', 'identifier', 'name', 'relatedLink', 'identifier', 'name', 'maintainer', 'funding', 'issueTracker', 'referencePublication', 'readme'] keys in codemeta file.
Output:

{"pass": true, "value": 0.32432432432432434, "codemeta_dict": {"@context": "https://doi.org/10.5063/schema/codemeta-2.0", "@type": "SoftwareSourceCode", "license": "https://spdx.org/licenses/GPL-3.0", "codeRepository": "https://github.com/cds-astro/aladin-lite", "dateCreated": "2013-05-01", "datePublished": "2013-05-01", "dateModified": "2023-01-31", "issueTracker": "https://github.com/cds-astro/aladin-lite/issues", "name": "Aladin Lite", "version": "3.7.1-beta", "softwareVersion": "3.7.1-beta", "description": "An astronomical HiPS visualizer in the browser.", "identifier": "10.5281/zenodo.7638833", "applicationCategory": "Astronomy, Visualization", "funding": "ESCAPE 824064", "referencePublication": "http://aspbooks.org/publications/532/007.pdf", "readme": "https://aladin.cds.unistra.fr/AladinLite/doc/", "releaseNotes": "https://aladin.cds.unistra.fr/AladinLite/doc/#release-notes", "funder": {"@type": "Organization", "name": "European Commission Framework Programme Horizon 2020 Research and Innovation action"}, "keywords": ["IVOA", "Astronomy"], "programmingLanguage": ["Rust", "Javascript"], "relatedLink": ["https://aladin.cds.unistra.fr/"], "author": [{"@type": "Person", "@id": "https://orcid.org/0000-0002-7123-773X", "givenName": "Matthieu", "familyName": "Baumann", "email": "matthieu.baumann@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", "email": "thomas.boch@astro.unistra.fr", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}], "maintainer": [{"@type": "Person", "@id": "https://orcid.org/0000-0002-7123-773X", "givenName": "Matthieu", "familyName": "Baumann", "email": "matthieu.baumann@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", "email": "thomas.boch@astro.unistra.fr", "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: 0.32
Evidence: Codemeta completeness = 32.4%, minimal threshold to consider this check to pass is set to 50.0%. Found ['codeRepository', 'programmingLanguage', 'applicationCategory', 'releaseNotes', 'softwareVersion', 'author', 'dateCreated', 'dateModified', 'datePublished', 'funder', 'keywords', 'license', 'version', 'description', 'identifier', 'name', 'relatedLink', 'identifier', 'name', 'maintainer', 'funding', 'issueTracker', 'referencePublication', 'readme'] keys in codemeta file.
Output:

{"pass": false, "value": 0.32432432432432434, "codemeta_dict": {"@context": "https://doi.org/10.5063/schema/codemeta-2.0", "@type": "SoftwareSourceCode", "license": "https://spdx.org/licenses/GPL-3.0", "codeRepository": "https://github.com/cds-astro/aladin-lite", "dateCreated": "2013-05-01", "datePublished": "2013-05-01", "dateModified": "2023-01-31", "issueTracker": "https://github.com/cds-astro/aladin-lite/issues", "name": "Aladin Lite", "version": "3.7.1-beta", "softwareVersion": "3.7.1-beta", "description": "An astronomical HiPS visualizer in the browser.", "identifier": "10.5281/zenodo.7638833", "applicationCategory": "Astronomy, Visualization", "funding": "ESCAPE 824064", "referencePublication": "http://aspbooks.org/publications/532/007.pdf", "readme": "https://aladin.cds.unistra.fr/AladinLite/doc/", "releaseNotes": "https://aladin.cds.unistra.fr/AladinLite/doc/#release-notes", "funder": {"@type": "Organization", "name": "European Commission Framework Programme Horizon 2020 Research and Innovation action"}, "keywords": ["IVOA", "Astronomy"], "programmingLanguage": ["Rust", "Javascript"], "relatedLink": ["https://aladin.cds.unistra.fr/"], "author": [{"@type": "Person", "@id": "https://orcid.org/0000-0002-7123-773X", "givenName": "Matthieu", "familyName": "Baumann", "email": "matthieu.baumann@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", "email": "thomas.boch@astro.unistra.fr", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}], "maintainer": [{"@type": "Person", "@id": "https://orcid.org/0000-0002-7123-773X", "givenName": "Matthieu", "familyName": "Baumann", "email": "matthieu.baumann@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", "email": "thomas.boch@astro.unistra.fr", "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: 0.66
Evidence: Comparison value: 0.6617647058823529, Threshold: 0.5, Status: True
Output:

{"pass": true, "value": 0.6617647058823529, "threshold": 0.5, "results": {"completeness_1": 0.32432432432432434, "codemeta_version_1": "codemeta-2.0", "codemeta_version_2": "codemeta-3.0", "completeness_2": 0.2972972972972973, "missing_keys_1": ["runtimePlatform", "targetProduct", "applicationSubCategory", "downloadUrl", "fileSize", "installUrl", "memoryRequirements", "operatingSystem", "permissions", "processorRequirements", "softwareHelp", "softwareRequirements", "storageRequirements", "supportingData", "citation", "contributor", "copyrightHolder", "copyrightYear", "editor", "encoding", "fileFormat", "producer", "provider", "publisher", "sponsor", "isAccessibleForFree", "isPartOf", "hasPart", "position", "sameAs", "url", "givenName", "familyName", "email", "affiliation", "address", "", "", "softwareSuggestions", "contIntegration", "buildInstructions", "developmentStatus", "embargoDate", "creator", "", "", "", "endDate", "roleName", "startDate"], "missing_keys_2": ["runtimePlatform", "targetProduct", "applicationCategory", "applicationSubCategory", "fileSize", "installUrl", "memoryRequirements", "operatingSystem", "permissions", "processorRequirements", "softwareHelp", "storageRequirements", "supportingData", "citation", "contributor", "copyrightHolder", "copyrightYear", "editor", "encoding", "fileFormat", "funder", "producer", "provider", "publisher", "sponsor", "version", "isAccessibleForFree", "isPartOf", "hasPart", "position", "sameAs", "relatedLink", "givenName", "familyName", "email", "affiliation", "address", "", "", "softwareSuggestions", "maintainer", "developmentStatus", "embargoEndDate", "funding", "referencePublication", "creator", "review", "reviewAspect", "reviewBody", "endDate", "roleName", "startDate"], "existing_keys_1": ["codeRepository", "programmingLanguage", "applicationCategory", "releaseNotes", "softwareVersion", "author", "dateCreated", "dateModified", "datePublished", "funder", "keywords", "license", "version", "description", "identifier", "name", "relatedLink", "identifier", "name", "maintainer", "funding", "issueTracker", "referencePublication", "readme"], "existing_keys_2": ["codeRepository", "programmingLanguage", "downloadUrl", "releaseNotes", "softwareRequirements", "softwareVersion", "author", "dateCreated", "dateModified", "datePublished", "keywords", "license", "description", "identifier", "name", "url", "identifier", "name", "continuousIntegration", "buildInstructions", "issueTracker", "readme"], "differences": {"programmingLanguage": {"value_in_1": ["Rust", "Javascript"], "value_in_2": ["JavaScript", "Rust", "Javascript"]}, "applicationCategory": {"value_in_1": "Astronomy, Visualization", "value_in_2": null}, "downloadUrl": {"value_in_1": null, "value_in_2": "https://github.com/cds-astro/aladin-lite/releases"}, "releaseNotes": {"value_in_1": "https://aladin.cds.unistra.fr/AladinLite/doc/#release-notes", "value_in_2": "* [fix] run wasm-opt and minimize the shader code to reduce the total bundle file"}, "softwareRequirements": {"value_in_1": null, "value_in_2": ["@playwright/test@^1.47.0", "docdash@^2.0.2", "jsdoc@^4.0.2", "vite@^4.3.8", "vite-plugin-glsl@^1.1.2", "vite-plugin-top-level-await@^1.4.1", "vite-plugin-wasm@^3.2.2", "vite-plugin-wasm-pack@^0.1.12"]}, "softwareVersion": {"value_in_1": "3.7.1-beta", "value_in_2": "v3.7.1-beta"}, "author": {"value_in_1": [{"@type": "Person", "@id": "https://orcid.org/0000-0002-7123-773X", "givenName": "Matthieu", "familyName": "Baumann", "email": "matthieu.baumann@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", "email": "thomas.boch@astro.unistra.fr", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}], "value_in_2": [{"@type": "Organization", "@id": "https://github.com/cds-astro"}, {"@type": "Person", "familyName": "Boch", "givenName": "Thomas", "name": "Thomas Boch"}, {"@type": "Person", "familyName": "Baumann", "givenName": "Matthieu", "name": "Matthieu Baumann"}, {"@type": "Person", "name": "Thomas Boch and Matthieu Baumann"}, {"@type": "Person", "email": "matthieu.baumann@unistra.fr", "name": null}, {"@type": "Person", "email": "thomas.boch@astro.unistra.fr", "name": null}]}, "dateCreated": {"value_in_1": "2013-05-01", "value_in_2": "2017-09-06"}, "dateModified": {"value_in_1": "2023-01-31", "value_in_2": "2026-02-27"}, "datePublished": {"value_in_1": "2013-05-01", "value_in_2": "2023-02-14"}, "funder": {"value_in_1": {"@type": "Organization", "name": "European Commission Framework Programme Horizon 2020 Research and Innovation action"}, "value_in_2": null}, "keywords": {"value_in_1": ["IVOA", "Astronomy"], "value_in_2": "astronomy, hips, images, javascript, map-viewer, rust, virtual-observatory, visualizer, webgl2"}, "license": {"value_in_1": "https://spdx.org/licenses/GPL-3.0", "value_in_2": {"name": "GNU General Public License v3.0", "url": "https://raw.githubusercontent.com/cds-astro/aladin-lite/master/LICENSE", "identifier": "https://spdx.org/licenses/https://spdx.org/licenses/GPL-3.0", "spdx_id": "https://spdx.org/licenses/GPL-3.0"}}, "version": {"value_in_1": "3.7.1-beta", "value_in_2": null}, "description": {"value_in_1": "An astronomical HiPS visualizer in the browser.", "value_in_2": ["An astronomical HiPS visualizer in the browser."]}, "identifier": {"value_in_1": "10.5281/zenodo.7638833", "value_in_2": ["10.5281/zenodo.7638833"]}, "name": {"value_in_1": "Aladin Lite", "value_in_2": "aladin-lite"}, "url": {"value_in_1": null, "value_in_2": ["https://aladin.u-strasbg.fr/", "https://aladin.cds.unistra.fr/AladinLite/"]}, "relatedLink": {"value_in_1": ["https://aladin.cds.unistra.fr/"], "value_in_2": null}, "maintainer": {"value_in_1": [{"@type": "Person", "@id": "https://orcid.org/0000-0002-7123-773X", "givenName": "Matthieu", "familyName": "Baumann", "email": "matthieu.baumann@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", "email": "thomas.boch@astro.unistra.fr", "affiliation": {"@type": "Organization", "name": "Universit\u00e9 de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France"}}], "value_in_2": null}, "buildInstructions": {"value_in_1": null, "value_in_2": ["https://aladin.cds.unistra.fr/AladinLite/doc/"]}, "funding": {"value_in_1": "ESCAPE 824064", "value_in_2": null}, "referencePublication": {"value_in_1": "http://aspbooks.org/publications/532/007.pdf", "value_in_2": null}}, "equivalences": {"codeRepository": "https://github.com/cds-astro/aladin-lite", "runtimePlatform": null, "targetProduct": null, "applicationSubCategory": null, "fileSize": null, "installUrl": null, "memoryRequirements": null, "operatingSystem": null, "permissions": null, "processorRequirements": null, "softwareHelp": null, "storageRequirements": null, "supportingData": null, "citation": null, "contributor": null, "copyrightHolder": null, "copyrightYear": null, "editor": null, "encoding": null, "fileFormat": null, "producer": null, "provider": null, "publisher": null, "sponsor": null, "isAccessibleForFree": null, "isPartOf": null, "hasPart": null, "position": null, "sameAs": null, "givenName": null, "familyName": null, "email": null, "affiliation": null, "address": null, "": null, "softwareSuggestions": null, "contIntegration": null, "developmentStatus": null, "embargoDate": null, "issueTracker": "https://github.com/cds-astro/aladin-lite/issues", "readme": "https://aladin.cds.unistra.fr/AladinLite/doc/", "creator": null, "endDate": null, "roleName": null, "startDate": null}}}

Logs

Log File: docs/records/17121386/17121386_codemeta_completeness_tool_log.txt

2026-03-05 09:05:23,099 codemeta_completeness_tool.py:72 INFO [codemeta completeness tool] Running Codemeta Completeness Tool on record ID: 17121386

Log File: docs/records/17121386/17121386_somef_log.txt

2026-03-05 09:05:11,586 somef_tool.py:140 INFO Running SOMEF on repository: https://github.com/cds-astro/aladin-lite
2026-03-05 09:05:23,096 somef_utils.py:43 INFO SOftware Metadata Extraction Framework (SOMEF) Command Line Interface
HEAD Content-Length: 19097632
CODEMETA PARSER - Processing file: /tmp/tmpjy5aikq_/cds-astro_aladin-lite/aladin-lite-master/codemeta.json
CODEMETA PARSER - Source: https://raw.githubusercontent.com/cds-astro/aladin-lite/master/codemeta.json
Saving json data to docs/records/17121386/17121386_somef.json
Success

2026-03-05 09:05:23,096 somef_utils.py:45 ERROR 05-Mar-26 09:05:17-DEBUG-Starting new HTTPS connection (1): github.com:443
05-Mar-26 09:05:17-DEBUG-https://github.com:443 "GET /api/v4/projects HTTP/1.1" 404 9
05-Mar-26 09:05:17-INFO-Loading Repository https://github.com/cds-astro/aladin-lite Information....
05-Mar-26 09:05:17-DEBUG-Starting new HTTPS connection (1): api.github.com:443
05-Mar-26 09:05:17-DEBUG-https://api.github.com:443 "GET /repos/cds-astro/aladin-lite HTTP/1.1" 200 1548
05-Mar-26 09:05:17-INFO-Remaining GitHub API requests: 28 ### Next rate limit reset at: 2026-03-05 09:55:33
05-Mar-26 09:05:17-DEBUG-Starting new HTTPS connection (1): api.github.com:443
05-Mar-26 09:05:17-DEBUG-https://api.github.com:443 "GET /repos/cds-astro/aladin-lite/languages HTTP/1.1" 200 113
05-Mar-26 09:05:17-INFO-Remaining GitHub API requests: 27 ### Next rate limit reset at: 2026-03-05 09:55:33
05-Mar-26 09:05:17-DEBUG-Starting new HTTPS connection (1): api.github.com:443
05-Mar-26 09:05:17-DEBUG-https://api.github.com:443 "GET /repos/cds-astro/aladin-lite/releases?per_page=100&page=1 HTTP/1.1" 200 None
05-Mar-26 09:05:17-INFO-Remaining GitHub API requests: 26 ### Next rate limit reset at: 2026-03-05 09:55:33
05-Mar-26 09:05:17-DEBUG-Starting new HTTPS connection (1): api.github.com:443
05-Mar-26 09:05:18-DEBUG-https://api.github.com:443 "GET /repos/cds-astro/aladin-lite/releases?per_page=100&page=2 HTTP/1.1" 200 2
05-Mar-26 09:05:18-INFO-Remaining GitHub API requests: 25 ### Next rate limit reset at: 2026-03-05 09:55:33
05-Mar-26 09:05:18-INFO-Repository information successfully loaded.

05-Mar-26 09:05:18-INFO-Downloading https://github.com/cds-astro/aladin-lite/archive/master.zip
05-Mar-26 09:05:18-DEBUG-Starting new HTTPS connection (1): github.com:443
05-Mar-26 09:05:18-DEBUG-https://github.com:443 "GET /cds-astro/aladin-lite/archive/master.zip HTTP/1.1" 302 0
05-Mar-26 09:05:18-DEBUG-Starting new HTTPS connection (1): codeload.github.com:443
05-Mar-26 09:05:18-DEBUG-https://codeload.github.com:443 "GET /cds-astro/aladin-lite/zip/refs/heads/master HTTP/1.1" 200 19097632
05-Mar-26 09:05:18-DEBUG-Starting new HTTPS connection (1): github.com:443
05-Mar-26 09:05:18-DEBUG-https://github.com:443 "GET /cds-astro/aladin-lite/archive/master.zip HTTP/1.1" 302 0
05-Mar-26 09:05:18-DEBUG-Starting new HTTPS connection (1): codeload.github.com:443
05-Mar-26 09:05:18-DEBUG-https://codeload.github.com:443 "GET /cds-astro/aladin-lite/zip/refs/heads/master HTTP/1.1" 200 19097632
05-Mar-26 09:05:18-ERROR-Tried to add a result without value or type. Discarding it ...
05-Mar-26 09:05:18-INFO-############### Processing package file: package.json ############### 
05-Mar-26 09:05:18-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 09:05:19-INFO-Labeling headers.
/builds/escape-ossr/rs_quality_checks/.venv/lib/python3.11/site-packages/somef/header_analysis.py:224: FutureWarning: ChainedAssignmentError: behaviour will change in pandas 3.0!
You are setting values through chained assignment. Currently this works in certain cases, but when using Copy-on-Write (which will become the default behaviour in pandas 3.0) this will never work to update the original DataFrame or Series, because the intermediate object on which we are setting values will behave as a copy.
A typical example is when you are setting values in a column of a DataFrame, like:

df["col"][row_indexer] = value

Use `df.loc[row_indexer, "col"] = values` instead, to perform the assignment in a single step and ensure this keeps updating the original `df`.

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

  data['Group'].iloc[0] = ['unknown']
/builds/escape-ossr/rs_quality_checks/.venv/lib/python3.11/site-packages/somef/header_analysis.py:230: FutureWarning: ChainedAssignmentError: behaviour will change in pandas 3.0!
You are setting values through chained assignment. Currently this works in certain cases, but when using Copy-on-Write (which will become the default behaviour in pandas 3.0) this will never work to update the original DataFrame or Series, because the intermediate object on which we are setting values will behave as a copy.
A typical example is when you are setting values in a column of a DataFrame, like:

df["col"][row_indexer] = value

Use `df.loc[row_indexer, "col"] = values` instead, to perform the assignment in a single step and ensure this keeps updating the original `df`.

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

  data['Group'].iloc[0] = np.NaN
05-Mar-26 09:05:21-INFO-Header information extracted.
05-Mar-26 09:05:22-INFO-Splitting text into valid excerpts for classification
05-Mar-26 09:05:22-INFO-Extraction of bibtex citation from readme completed. 

05-Mar-26 09:05:22-INFO-Text Successfully split.
05-Mar-26 09:05:22-INFO-Classifying excerpts for the category description
05-Mar-26 09:05:22-INFO-Checking thresholds for classified excerpts.
05-Mar-26 09:05:22-INFO-All excerpts below the threshold have been removed.
05-Mar-26 09:05:22-DEBUG-Starting new HTTPS connection (1): github.com:443
05-Mar-26 09:05:22-DEBUG-https://github.com:443 "GET /cds-astro/aladin-lite/wiki HTTP/1.1" 302 0
05-Mar-26 09:05:22-INFO-Completed extracting regular expressions

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