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[REVIEW]: PyIRD: A Python-Based Data Reduction Pipeline for Subaru/IRD and REACH #9126

Description

@editorialbot

Submitting author: @YuiKasagi (Yui Kasagi)
Repository: https://github.com/prvjapan/pyird
Branch with paper.md (empty if default branch): master
Version: v1.2.0
Editor: @arfon
Reviewers: @crhea93, @shihyuntang, @profxj
Archive: 10.5281/zenodo.18264940

Status

status

Status badge code:

HTML: <a href="https://joss.theoj.org/papers/07f33aeb83c3e80cc6d30882d299d710"><img src="https://joss.theoj.org/papers/07f33aeb83c3e80cc6d30882d299d710/status.svg"></a>
Markdown: [![status](https://joss.theoj.org/papers/07f33aeb83c3e80cc6d30882d299d710/status.svg)](https://joss.theoj.org/papers/07f33aeb83c3e80cc6d30882d299d710)

Reviewers and authors:

Please avoid lengthy details of difficulties in the review thread. Instead, please create a new issue in the target repository and link to those issues (especially acceptance-blockers) by leaving comments in the review thread below. (For completists: if the target issue tracker is also on GitHub, linking the review thread in the issue or vice versa will create corresponding breadcrumb trails in the link target.)

Reviewer instructions & questions

@crhea93 & @shihyuntang & @profxj, your review will be checklist based. Each of you will have a separate checklist that you should update when carrying out your review.
First of all you need to run this command in a separate comment to create the checklist:

@editorialbot generate my checklist

The reviewer guidelines are available here: https://joss.readthedocs.io/en/pre-2026-submission/reviewer_guidelines.html. Any questions/concerns please let @arfon know.

✨ Please start on your review when you are able, and be sure to complete your review in the next six weeks, at the very latest ✨

Checklists

📝 Checklist for @crhea93

📝 Checklist for @shihyuntang

📝 Checklist for @profxj

Activity

  1. editorialbot commented on Oct 1, 2025

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    Hello humans, I'm @editorialbot, a robot that can help you with some common editorial tasks.

    For a list of things I can do to help you, just type:

    @editorialbot commands
    

    For example, to regenerate the paper pdf after making changes in the paper's md or bib files, type:

    @editorialbot generate pdf
    
  2. editorialbot commented on Oct 1, 2025

    @editorialbot
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    Reference check summary (note 'MISSING' DOIs are suggestions that need verification):
    
    ✅ OK DOIs
    
    - 10.1117/12.2311836 is OK
    - 10.1117/12.2561755 is OK
    - 10.1117/12.968154 is OK
    - 10.48550/arXiv.2410.11561 is OK
    - 10.3847/1538-4357/ad8cdd is OK
    - 10.48550/arXiv.2410.06900 is OK
    
    🟡 SKIP DOIs
    
    - No DOI given, and none found for title: IRAF in the Nineties
    - No DOI given, and none found for title: gpkron
    
    ❌ MISSING DOIs
    
    - None
    
    ❌ INVALID DOIs
    
    - None
    
    
  3. editorialbot commented on Oct 1, 2025

    @editorialbot
    CollaboratorAuthor

    Software report:

    github.com/AlDanial/cloc v 1.98  T=0.19 s (569.9 files/s, 109727.9 lines/s)
    -------------------------------------------------------------------------------
    Language                     files          blank        comment           code
    -------------------------------------------------------------------------------
    Python                          79           1233           1584           4552
    reStructuredText                11            641           1017            347
    Jupyter Notebook                 5              0          10453            242
    C                                1              2              0            229
    Markdown                         7             69              3            180
    TeX                              1              9              0            115
    YAML                             2             12             11             71
    make                             1              4              7              9
    TOML                             1              0              0              3
    -------------------------------------------------------------------------------
    SUM:                           108           1970          13075           5748
    -------------------------------------------------------------------------------
    

    Commit count by author:

       174	Hajime Kawahara
       128	Yui Kasagi
         5	ZiyingGu
         3	Kento Masuda
         1	YuiKasagi
    
  4. editorialbot commented on Oct 1, 2025

    @editorialbot
    CollaboratorAuthor

    Paper file info:

    📄 Wordcount for paper.md is 740

    ✅ The paper includes a Statement of need section

  5. editorialbot commented on Oct 1, 2025

    @editorialbot
    CollaboratorAuthor

    License info:

    ✅ License found: MIT License (Valid open source OSI approved license)

  6. arfon commented on Oct 1, 2025

    @arfon
    Member

    @crhea93, @shihyuntang, @profxj – This is the review thread for the paper. All of our communications will happen here from now on.

    Please read the "Reviewer instructions & questions" in the first comment above. Please create your checklist typing:

    @editorialbot generate my checklist
    

    As you go over the submission, please check any items that you feel have been satisfied. There are also links to the JOSS reviewer guidelines.

    The JOSS review is different from most other journals. Our goal is to work with the authors to help them meet our criteria instead of merely passing judgment on the submission. As such, the reviewers are encouraged to submit issues and pull requests on the software repository. When doing so, please mention https://github.com/openjournals/joss-reviews/issues/9126 so that a link is created to this thread (and I can keep an eye on what is happening). Please also feel free to comment and ask questions on this thread. In my experience, it is better to post comments/questions/suggestions as you come across them instead of waiting until you've reviewed the entire package.

    We aim for the review process to be completed within about 4-6 weeks but please make a start well ahead of this as JOSS reviews are by their nature iterative and any early feedback you may be able to provide to the author will be very helpful in meeting this schedule.

  7. editorialbot commented on Oct 1, 2025

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  8. crhea93 commented on Oct 1, 2025

    @crhea93

    Review checklist for @crhea93

    Conflict of interest

    • I confirm that I have read the JOSS conflict of interest (COI) policy and that: I have no COIs with reviewing this work or that any perceived COIs have been waived by JOSS for the purpose of this review.

    Code of Conduct

    General checks

    • Repository: Is the source code for this software available at the https://github.com/prvjapan/pyird?
    • License: Does the repository contain a plain-text LICENSE or COPYING file with the contents of an OSI approved software license?
    • Contribution and authorship: Has the submitting author (@YuiKasagi) made major contributions to the software? Does the full list of paper authors seem appropriate and complete?
    • Substantial scholarly effort: Does this submission meet the scope eligibility described in the JOSS guidelines
    • Data sharing: If the paper contains original data, data are accessible to the reviewers. If the paper contains no original data, please check this item.
    • Reproducibility: If the paper contains original results, results are entirely reproducible by reviewers. If the paper contains no original results, please check this item.
    • Human and animal research: If the paper contains original data research on humans subjects or animals, does it comply with JOSS's human participants research policy and/or animal research policy? If the paper contains no such data, please check this item.

    Functionality

    • Installation: Does installation proceed as outlined in the documentation?
    • Functionality: Have the functional claims of the software been confirmed?
    • Performance: If there are any performance claims of the software, have they been confirmed? (If there are no claims, please check off this item.)

    Documentation

    • A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
    • Installation instructions: Is there a clearly-stated list of dependencies? Ideally these should be handled with an automated package management solution.
    • Example usage: Do the authors include examples of how to use the software (ideally to solve real-world analysis problems).
    • Functionality documentation: Is the core functionality of the software documented to a satisfactory level (e.g., API method documentation)?
    • Automated tests: Are there automated tests or manual steps described so that the functionality of the software can be verified?
    • Community guidelines: Are there clear guidelines for third parties wishing to 1. Contribute to the software 2. Report issues or problems with the software 3. Seek support

    Software paper

    • Summary: Has a clear description of the high-level functionality and purpose of the software for a diverse, non-specialist audience been provided?
    • A statement of need: Does the paper have a section titled 'Statement of need' that clearly states what problems the software is designed to solve, who the target audience is, and its relation to other work?
    • State of the field: Do the authors describe how this software compares to other commonly-used packages?
    • Quality of writing: Is the paper well written (i.e., it does not require editing for structure, language, or writing quality)?
    • References: Is the list of references complete, and is everything cited appropriately that should be cited (e.g., papers, datasets, software)? Do references in the text use the proper citation syntax?

    Minor Notes:

    • The example is very good and detailed! However, it would be very convenient if an jupyter notebook mimicking the example was provided.
    • On a similar note, could the authors please provide more detail on how the flat fielding and calibration is done.
  9. arfon commented on Oct 11, 2025

    @arfon
    Member

    Thanks @crhea93! @shihyuntang, @profxj – a friendly reminder to get started on your reviews soon please.

  10. shihyuntang commented on Oct 16, 2025

    @shihyuntang

    Review checklist for @shihyuntang

    Conflict of interest

    • I confirm that I have read the JOSS conflict of interest (COI) policy and that: I have no COIs with reviewing this work or that any perceived COIs have been waived by JOSS for the purpose of this review.

    Code of Conduct

    General checks

    • Repository: Is the source code for this software available at the https://github.com/prvjapan/pyird?
    • License: Does the repository contain a plain-text LICENSE or COPYING file with the contents of an OSI approved software license?
    • Contribution and authorship: Has the submitting author (@YuiKasagi) made major contributions to the software? Does the full list of paper authors seem appropriate and complete?
    • Substantial scholarly effort: Does this submission meet the scope eligibility described in the JOSS guidelines
    • Data sharing: If the paper contains original data, data are accessible to the reviewers. If the paper contains no original data, please check this item.
    • Reproducibility: If the paper contains original results, results are entirely reproducible by reviewers. If the paper contains no original results, please check this item.
    • Human and animal research: If the paper contains original data research on humans subjects or animals, does it comply with JOSS's human participants research policy and/or animal research policy? If the paper contains no such data, please check this item.

    Functionality

    • Installation: Does installation proceed as outlined in the documentation?
    • Functionality: Have the functional claims of the software been confirmed?
    • Performance: If there are any performance claims of the software, have they been confirmed? (If there are no claims, please check off this item.)

    Documentation

    • A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
    • Installation instructions: Is there a clearly-stated list of dependencies? Ideally these should be handled with an automated package management solution.
    • Example usage: Do the authors include examples of how to use the software (ideally to solve real-world analysis problems).
    • Functionality documentation: Is the core functionality of the software documented to a satisfactory level (e.g., API method documentation)?
    • Automated tests: Are there automated tests or manual steps described so that the functionality of the software can be verified?
    • Community guidelines: Are there clear guidelines for third parties wishing to 1. Contribute to the software 2. Report issues or problems with the software 3. Seek support

    Software paper

    • Summary: Has a clear description of the high-level functionality and purpose of the software for a diverse, non-specialist audience been provided?
    • A statement of need: Does the paper have a section titled 'Statement of need' that clearly states what problems the software is designed to solve, who the target audience is, and its relation to other work?
    • State of the field: Do the authors describe how this software compares to other commonly-used packages?
    • Quality of writing: Is the paper well written (i.e., it does not require editing for structure, language, or writing quality)?
    • References: Is the list of references complete, and is everything cited appropriately that should be cited (e.g., papers, datasets, software)? Do references in the text use the proper citation syntax?
  11. profxj commented on Nov 10, 2025

    @profxj

    Review checklist for @profxj

    Conflict of interest

    • I confirm that I have read the JOSS conflict of interest (COI) policy and that: I have no COIs with reviewing this work or that any perceived COIs have been waived by JOSS for the purpose of this review.

    Code of Conduct

    General checks

    • Repository: Is the source code for this software available at the https://github.com/prvjapan/pyird?
    • License: Does the repository contain a plain-text LICENSE or COPYING file with the contents of an OSI approved software license?
    • Contribution and authorship: Has the submitting author (@YuiKasagi) made major contributions to the software? Does the full list of paper authors seem appropriate and complete?
    • Substantial scholarly effort: Does this submission meet the scope eligibility described in the JOSS guidelines
    • Data sharing: If the paper contains original data, data are accessible to the reviewers. If the paper contains no original data, please check this item.
    • Reproducibility: If the paper contains original results, results are entirely reproducible by reviewers. If the paper contains no original results, please check this item.
    • Human and animal research: If the paper contains original data research on humans subjects or animals, does it comply with JOSS's human participants research policy and/or animal research policy? If the paper contains no such data, please check this item.

    Functionality

    • Installation: Does installation proceed as outlined in the documentation?
    • Functionality: Have the functional claims of the software been confirmed?
    • Performance: If there are any performance claims of the software, have they been confirmed? (If there are no claims, please check off this item.)

    Documentation

    • A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
    • Installation instructions: Is there a clearly-stated list of dependencies? Ideally these should be handled with an automated package management solution.
    • Example usage: Do the authors include examples of how to use the software (ideally to solve real-world analysis problems).
    • Functionality documentation: Is the core functionality of the software documented to a satisfactory level (e.g., API method documentation)?
    • Automated tests: Are there automated tests or manual steps described so that the functionality of the software can be verified?
    • Community guidelines: Are there clear guidelines for third parties wishing to 1. Contribute to the software 2. Report issues or problems with the software 3. Seek support

    Software paper

    • Summary: Has a clear description of the high-level functionality and purpose of the software for a diverse, non-specialist audience been provided?
    • A statement of need: Does the paper have a section titled 'Statement of need' that clearly states what problems the software is designed to solve, who the target audience is, and its relation to other work?
    • State of the field: Do the authors describe how this software compares to other commonly-used packages?
    • Quality of writing: Is the paper well written (i.e., it does not require editing for structure, language, or writing quality)?
    • References: Is the list of references complete, and is everything cited appropriately that should be cited (e.g., papers, datasets, software)? Do references in the text use the proper citation syntax?

    Additional comments

    My main concern is that some fraction of this code base would greatly benefit from integration within PypeIt. But, oddly, it appears were unaware of PypeIt, even though it is now used for several Subaru instruments. In full disclosure, I am a lead developer of PypeIt.

    Anyhow, I don't think this should delay publication of the JOSS paper. But I would encourage them to work with PypeIt going forward.

  12. YuiKasagi commented on Nov 11, 2025

    @YuiKasagi

    Thank you very much for your comment, @profxj !

    Following your comment, I have now confirmed that PypeIt supports echelle spectrographs similar to IRD. Our concept for developing PyIRD was to create a package that is easy to maintain by specializing it for IRD and REACH, and also optimized for extracting spectra of faint objects. That said, we would be happy to consider integration with PypeIt in the future.

    We have also added a brief mention of PypeIt in the revised paper.
    You can find the other revisions in the joss-review branch, and we would appreciate it if you could take a look at them together with release v1.1 (the current master branch). Once the review-related updates are finalized, we plan to merge joss-review into master.

  13. 14 remaining items

  14. editorialbot commented on Jan 17, 2026

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    CollaboratorAuthor
    Reference check summary (note 'MISSING' DOIs are suggestions that need verification):
    
    ✅ OK DOIs
    
    - 10.1117/12.2311836 is OK
    - 10.1117/12.2561755 is OK
    - 10.1117/12.968154 is OK
    - 10.1088/1538-3873/ad1b38 is OK
    - 10.1016/j.asr.2014.02.024 is OK
    - 10.21105/joss.02308 is OK
    - 10.3847/1538-4357/ac7c74 is OK
    - 10.1038/s41586-020-2649-2 is OK
    - 10.1038/s41592-019-0686-2 is OK
    - 10.5281/zenodo.3509134 is OK
    - 10.3847/1538-3881/adf730 is OK
    - 10.3847/1538-4357/adddbd is OK
    - 10.3847/1538-4357/ad8cdd is OK
    - 10.3847/1538-4357/adcba2 is OK
    
    🟡 SKIP DOIs
    
    - No DOI given, and none found for title: IRAF in the Nineties
    - No DOI given, and none found for title: gpkron
    
    ❌ MISSING DOIs
    
    - None
    
    ❌ INVALID DOIs
    
    - None
    
    
  15. editorialbot commented on Jan 17, 2026

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    👋 @openjournals/aass-eics, this paper is ready to be accepted and published.

    Check final proof 👉📄 Download article

    If the paper PDF and the deposit XML files look good in openjournals/joss-papers#7671, then the AEiC can move forward with accepting the submission by compiling again with the command @editorialbot accept

  16. arfon commented on Jan 17, 2026

    @arfon
    Member
  17. editorialbot commented on Jan 17, 2026

    @editorialbot
    CollaboratorAuthor
    Doing it live! Attempting automated processing of paper acceptance...
    
  18. editorialbot commented on Jan 17, 2026

    @editorialbot
    CollaboratorAuthor

    Ensure proper citation by uploading a plain text CITATION.cff file to the default branch of your repository.

    If using GitHub, a Cite this repository menu will appear in the About section, containing both APA and BibTeX formats. When exported to Zotero using a browser plugin, Zotero will automatically create an entry using the information contained in the .cff file.

    You can copy the contents for your CITATION.cff file here:

    CITATION.cff

    cff-version: "1.2.0"
    authors:
    - family-names: Kasagi
      given-names: Yui
      orcid: "https://orcid.org/0000-0002-8607-358X"
    - family-names: Kawahara
      given-names: Hajime
      orcid: "https://orcid.org/0000-0003-3309-9134"
    - family-names: Gu
      given-names: Ziying
    - family-names: Hirano
      given-names: Teruyuki
      orcid: "https://orcid.org/0000-0003-3618-7535"
    - family-names: Kotani
      given-names: Takayuki
      orcid: "https://orcid.org/0000-0001-6181-3142"
    - family-names: Kuzuhara
      given-names: Masayuki
      orcid: "https://orcid.org/0000-0002-4677-9182"
    - family-names: Masuda
      given-names: Kento
      orcid: "https://orcid.org/0000-0003-1298-9699"
    doi: 10.5281/zenodo.18264940
    message: If you use this software, please cite our article in the
      Journal of Open Source Software.
    preferred-citation:
      authors:
      - family-names: Kasagi
        given-names: Yui
        orcid: "https://orcid.org/0000-0002-8607-358X"
      - family-names: Kawahara
        given-names: Hajime
        orcid: "https://orcid.org/0000-0003-3309-9134"
      - family-names: Gu
        given-names: Ziying
      - family-names: Hirano
        given-names: Teruyuki
        orcid: "https://orcid.org/0000-0003-3618-7535"
      - family-names: Kotani
        given-names: Takayuki
        orcid: "https://orcid.org/0000-0001-6181-3142"
      - family-names: Kuzuhara
        given-names: Masayuki
        orcid: "https://orcid.org/0000-0002-4677-9182"
      - family-names: Masuda
        given-names: Kento
        orcid: "https://orcid.org/0000-0003-1298-9699"
      date-published: 2026-01-17
      doi: 10.21105/joss.09126
      issn: 2475-9066
      issue: 117
      journal: Journal of Open Source Software
      publisher:
        name: Open Journals
      start: 9126
      title: "PyIRD: A Python-Based Data Reduction Pipeline for Subaru/IRD
        and REACH"
      type: article
      url: "https://joss.theoj.org/papers/10.21105/joss.09126"
      volume: 11
    title: "PyIRD: A Python-Based Data Reduction Pipeline for Subaru/IRD and
      REACH"
    
    

    If the repository is not hosted on GitHub, a .cff file can still be uploaded to set your preferred citation. Users will be able to manually copy and paste the citation.

    Find more information on .cff files here and here.

  19. editorialbot commented on Jan 17, 2026

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    🐘🐘🐘 👉 Toot for this paper 👈 🐘🐘🐘

  20. editorialbot commented on Jan 17, 2026

    @editorialbot
    CollaboratorAuthor

    🦋🦋🦋 👉 Bluesky post for this paper 👈 🦋🦋🦋

  21. editorialbot commented on Jan 17, 2026

    @editorialbot
    CollaboratorAuthor

    🚨🚨🚨 THIS IS NOT A DRILL, YOU HAVE JUST ACCEPTED A PAPER INTO JOSS! 🚨🚨🚨

    Here's what you must now do:

    1. Check final PDF and Crossref metadata that was deposited 👉 Creating pull request for 10.21105.joss.09126 joss-papers#7672
    2. Wait five minutes, then verify that the paper DOI resolves https://doi.org/10.21105/joss.09126
    3. If everything looks good, then close this review issue.
    4. Party like you just published a paper! 🎉🌈🦄💃👻🤘

    Any issues? Notify your editorial technical team...

  22. arfon commented on Jan 17, 2026

    @arfon
    Member

    @crhea93, @shihyuntang, @profxj – many thanks for your reviews here! JOSS relies upon the volunteer effort of people like you and we simply wouldn't be able to do this without you ✨

    @YuiKasagi – your paper is now accepted and published in JOSS ⚡🚀💥

  23. editorialbot commented on Jan 17, 2026

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    🎉🎉🎉 Congratulations on your paper acceptance! 🎉🎉🎉

    If you would like to include a link to your paper from your README use the following

    code snippets

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    HTML:
    <a style="border-width:0" href="https://doi.org/10.21105/joss.09126">
      <img src="https://joss.theoj.org/papers/10.21105/joss.09126/status.svg" alt="DOI badge" >
    </a>
    
    reStructuredText:
    .. image:: https://joss.theoj.org/papers/10.21105/joss.09126/status.svg
       :target: https://doi.org/10.21105/joss.09126
    

    This is how it will look in your documentation:

    DOI

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    The Journal of Open Source Software is a community-run journal and relies upon volunteer effort. If you'd like to support us please consider doing either one (or both) of the the following:

  24. YuiKasagi commented on Jan 18, 2026

    @YuiKasagi

    @arfon Many thanks for your support and coordination during the review!

    @crhea93 @shihyuntang @profxj Thank you for the detailed and constructive feedback — it was incredibly helpful. ☺️🙌

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