{"id":15021510,"url":"https://github.com/astrolabsoftware/spark-fits","last_synced_at":"2026-03-04T05:31:35.008Z","repository":{"id":29290238,"uuid":"119739069","full_name":"astrolabsoftware/spark-fits","owner":"astrolabsoftware","description":"FITS data source for Spark SQL and DataFrames","archived":false,"fork":false,"pushed_at":"2023-04-12T06:06:50.000Z","size":9409,"stargazers_count":22,"open_issues_count":23,"forks_count":7,"subscribers_count":6,"default_branch":"master","last_synced_at":"2026-01-11T19:16:52.077Z","etag":null,"topics":["apache-spark","fits","fitsio","hdfs","pyspark","scala","spark-sql"],"latest_commit_sha":null,"homepage":"https://astrolabsoftware.github.io/spark-fits/","language":"Scala","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/astrolabsoftware.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-01-31T20:24:35.000Z","updated_at":"2025-04-27T15:43:27.000Z","dependencies_parsed_at":"2024-09-24T05:31:10.943Z","dependency_job_id":"27620636-4a42-49d2-9781-8fd0a111b514","html_url":"https://github.com/astrolabsoftware/spark-fits","commit_stats":null,"previous_names":["julienpeloton/spark-fits","theastrolab/spark-fits"],"tags_count":13,"template":false,"template_full_name":null,"purl":"pkg:github/astrolabsoftware/spark-fits","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/astrolabsoftware%2Fspark-fits","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/astrolabsoftware%2Fspark-fits/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/astrolabsoftware%2Fspark-fits/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/astrolabsoftware%2Fspark-fits/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/astrolabsoftware","download_url":"https://codeload.github.com/astrolabsoftware/spark-fits/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/astrolabsoftware%2Fspark-fits/sbom","scorecard":{"id":75623,"data":{"date":"2025-08-11","repo":{"name":"github.com/astrolabsoftware/spark-fits","commit":"fe5082b62d915ad2a1ea918db804bae93a830a97"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":1.9,"checks":[{"name":"Code-Review","score":1,"reason":"Found 1/8 approved changesets -- score normalized to 1","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 29 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Vulnerabilities","score":0,"reason":"23 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-cr5q-6q9f-rq6q","Warn: Project is vulnerable to: GHSA-j6gc-792m-qgm2","Warn: Project is vulnerable to: GHSA-pj73-v5mw-pm9j","Warn: Project is vulnerable to: GHSA-48wp-p9qv-4j64","Warn: Project is vulnerable to: GHSA-4qw4-jpp4-8gvp","Warn: Project is vulnerable to: GHSA-636f-xm5j-pj9m","Warn: Project is vulnerable to: GHSA-7vh7-fw88-wj87","Warn: Project is vulnerable to: GHSA-fmx4-26r3-wxpf","Warn: Project is vulnerable to: GHSA-52p9-v744-mwjj","Warn: Project is vulnerable to: GHSA-2qc6-mcvw-92cw","Warn: Project is vulnerable to: GHSA-353f-x4gh-cqq8","Warn: Project is vulnerable to: GHSA-5w6v-399v-w3cc","Warn: Project is vulnerable to: GHSA-mrxw-mxhj-p664","Warn: Project is vulnerable to: GHSA-pxvg-2qj5-37jq","Warn: Project is vulnerable to: GHSA-r95h-9x8f-r3f7","Warn: Project is vulnerable to: GHSA-vvfq-8hwr-qm4m","Warn: Project is vulnerable to: GHSA-xc9x-jj77-9p9j","Warn: Project is vulnerable to: GHSA-2rxp-v6pw-ch6m","Warn: Project is vulnerable to: GHSA-4xqq-m2hx-25v8","Warn: Project is vulnerable to: GHSA-5866-49gr-22v4","Warn: Project is vulnerable to: GHSA-r55c-59qm-vjw6","Warn: Project is vulnerable to: GHSA-vg3r-rm7w-2xgh","Warn: Project is vulnerable to: GHSA-vmwr-mc7x-5vc3"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-15T04:44:19.148Z","repository_id":29290238,"created_at":"2025-08-15T04:44:19.148Z","updated_at":"2025-08-15T04:44:19.148Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30072500,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-04T05:13:31.218Z","status":"ssl_error","status_checked_at":"2026-03-04T05:10:24.293Z","response_time":59,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["apache-spark","fits","fitsio","hdfs","pyspark","scala","spark-sql"],"created_at":"2024-09-24T19:56:39.803Z","updated_at":"2026-03-04T05:31:34.961Z","avatar_url":"https://github.com/astrolabsoftware.png","language":"Scala","readme":"# FITS Data Source for Apache Spark\n\n[![Build Status](https://travis-ci.org/astrolabsoftware/spark-fits.svg?branch=master)](https://travis-ci.org/astrolabsoftware/spark-fits)\n[![codecov](https://codecov.io/gh/astrolabsoftware/spark-fits/branch/master/graph/badge.svg?style=platic)](https://codecov.io/gh/astrolabsoftware/spark-fits)\n[![Maven Central](https://maven-badges.herokuapp.com/maven-central/com.github.astrolabsoftware/spark-fits_2.11/badge.svg?style=flat)](https://maven-badges.herokuapp.com/maven-central/com.github.astrolabsoftware/spark-fits_2.11)\n[![Arxiv](http://img.shields.io/badge/arXiv-1804.07501-yellow.svg?style=platic)](https://arxiv.org/abs/1804.07501)\n\n## Latest news\n\n- [01/2018] **Launch**: project starts!\n- [03/2018] **Release**: version 0.3.0\n- [04/2018] **Paper**: [![Arxiv](http://img.shields.io/badge/arXiv-1804.07501-yellow.svg?style=platic)](https://arxiv.org/abs/1804.07501)\n- [05/2018] **Release**: version 0.4.0\n- [06/2018] **New location**: spark-fits is an official project of [AstroLab](https://astrolabsoftware.github.io/)!\n- [07/2018] **Release**: version 0.5.0, 0.6.0\n- [10/2018] **Release**: version 0.7.0, 0.7.1\n- [12/2018] **Release**: version 0.7.2\n- [03/2019] **Release**: version 0.7.3\n- [05/2019] **Release**: version 0.8.0, 0.8.1, 0.8.2\n- [06/2019] **Release**: version 0.8.3\n- [05/2020] **Release**: version 0.8.4\n- [07/2020] **Release**: version 0.9.0\n- [04/2021] **Release**: version 1.0.0\n\n## spark-fits\n\nThis library provides two different tools to manipulate\n[FITS](https://fits.gsfc.nasa.gov/fits_home.html) data with [Apache\nSpark](http://spark.apache.org/):\n\n-   A Spark connector for FITS file.\n-   A Scala library to manipulate FITS file.\n\nThe user interface has been done to be the same as other built-in Spark\ndata sources (CSV, JSON, Avro, Parquet, etc). Note that spark-fits follows Apache Spark Data Source V1 ([plan](https://github.com/astrolabsoftware/spark-fits/issues/50) to migrate to V2). See our [website](https://astrolabsoftware.github.io/spark-fits/) for more information. To include spark-fits in your job:\n\n```bash\n# Scala 2.11\nspark-submit --packages \"com.github.astrolabsoftware:spark-fits_2.11:1.0.0\" \u003c...\u003e\n\n# Scala 2.12\nspark-submit --packages \"com.github.astrolabsoftware:spark-fits_2.12:1.0.0\" \u003c...\u003e\n```\n\nor you can link against this library in your program at the following coordinates in your build.sbt\n\n```scala\n// Scala 2.11\nlibraryDependencies += \"com.github.astrolabsoftware\" % \"spark-fits_2.11\" % \"1.0.0\"\n\n// Scala 2.12\nlibraryDependencies += \"com.github.astrolabsoftware\" % \"spark-fits_2.12\" % \"1.0.0\"\n```\n\nCurrently available:\n\n-   Read fits file and organize the HDU data into DataFrames.\n-   Automatically distribute bintable rows over machines.\n-   Automatically distribute image rows over machines.\n-   Automatically infer DataFrame schema from the HDU header.\n\n## Header Challenge!\n\nThe header tested so far are very simple, and not so exotic. Over the\ntime, we plan to add many new features based on complex examples (see\n[here](https://github.com/astrolabsoftware/spark-fits/tree/master/src/test/resources/toTest)).\nIf you use spark-fits, and encounter errors while reading a header, tell\nus (issues or PR) so that we fix the problem asap!\n\n## TODO list\n\n- Define custom Hadoop InputFile.\n- Migrate to Spark DataSource V2\n\n## Support\n\n\u003cp align=\"center\"\u003e\u003cimg width=\"100\" src=\"https://github.com/astrolabsoftware/spark-fits/raw/master/pic/lal_logo.jpg\"/\u003e \u003cimg width=\"100\" src=\"https://github.com/astrolabsoftware/spark-fits/raw/master/pic/psud.png\"/\u003e \u003cimg width=\"100\" src=\"https://github.com/astrolabsoftware/spark-fits/raw/master/pic/1012px-Centre_national_de_la_recherche_scientifique.svg.png\"/\u003e\u003c/p\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fastrolabsoftware%2Fspark-fits","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fastrolabsoftware%2Fspark-fits","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fastrolabsoftware%2Fspark-fits/lists"}