{"id":353525,"name":"PyDDA","description":"Designed to retrieve wind kinematics in precipitation storm systems from one or more Doppler weather radars using three dimensional data assimilation.","url":"https://github.com/openradar/pydda","last_synced_at":"2026-05-13T05:00:28.086Z","repository":{"id":34977370,"uuid":"100741806","full_name":"openradar/PyDDA","owner":"openradar","description":"Pythonic multiple doppler code based off the 3D variational technique","archived":false,"fork":false,"pushed_at":"2026-04-29T12:47:06.000Z","size":1931932,"stargazers_count":107,"open_issues_count":14,"forks_count":47,"subscribers_count":7,"default_branch":"main","last_synced_at":"2026-05-02T17:27:27.731Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://openradarscience.org/PyDDA","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/openradar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":"ROADMAP.md","authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2017-08-18T18:56:22.000Z","updated_at":"2026-05-02T17:11:56.000Z","dependencies_parsed_at":"2023-01-15T11:30:36.774Z","dependency_job_id":"eebdc63d-76d4-468c-8838-9c89428eeef0","html_url":"https://github.com/openradar/PyDDA","commit_stats":{"total_commits":310,"total_committers":20,"mean_commits":15.5,"dds":0.2645161290322581,"last_synced_commit":"0cf1226cf39ed3b7e7fad4d8a882a8d2208cf827"},"previous_names":[],"tags_count":26,"template":false,"template_full_name":null,"purl":"pkg:github/openradar/PyDDA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/sbom","scorecard":{"id":709969,"data":{"date":"2025-08-11","repo":{"name":"github.com/openradar/PyDDA","commit":"98c2df877ac74af61c5ca28cc06392fbb1b88620"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.8,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Code-Review","score":0,"reason":"Found 0/9 approved changesets -- score normalized to 0","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":"Maintained","score":0,"reason":"0 commit(s) and 0 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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/build-docs.yml:1","Warn: no topLevel permission defined: .github/workflows/linting.yml:1","Warn: no topLevel permission defined: .github/workflows/pypi-release.yml:1","Warn: no topLevel permission defined: .github/workflows/python-package-conda.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"License","score":9,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Warn: project license file does not contain an FSF or OSI license."],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/pypi-release.yml:60"],"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":"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":"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 'main'"],"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build-docs.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/build-docs.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build-docs.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/build-docs.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build-docs.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/build-docs.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/linting.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/linting.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:29: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/linting.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:65: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:70: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:39: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package-conda.yml:29: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/python-package-conda.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-package-conda.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/python-package-conda.yml/main?enable=pin","Warn: pipCommand not pinned by hash: continuous_integration/build_docs.sh:6","Warn: downloadThenRun not pinned by hash: continuous_integration/install.sh:11","Warn: pipCommand not pinned by hash: continuous_integration/install.sh:21","Warn: pipCommand not pinned by hash: continuous_integration/install.sh:23","Warn: pipCommand not pinned by hash: continuous_integration/install.sh:24","Warn: pipCommand not pinned by hash: .github/workflows/pypi-release.yml:22","Warn: pipCommand not pinned by hash: .github/workflows/pypi-release.yml:23","Info:   0 out of  10 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   7 third-party GitHubAction dependencies pinned","Info:   0 out of   1 downloadThenRun dependencies pinned","Info:   0 out of   6 pipCommand dependencies pinned"],"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":"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"}}]},"last_synced_at":"2025-08-22T07:50:34.687Z","repository_id":34977370,"created_at":"2025-08-22T07:50:34.687Z","updated_at":"2025-08-22T07:50:34.687Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32805514,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-08T08:22:46.396Z","status":"online","status_checked_at":"2026-05-09T02:00:06.633Z","response_time":123,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"owner":{"login":"openradar","name":"openradar","uuid":"8717403","kind":"organization","description":"Unwritten understanding all code addition to be done by PR and everything to be collaborative. No unexpected actions.","email":null,"website":"https://openradarscience.org/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/8717403?v=4","repositories_count":33,"last_synced_at":"2024-10-31T08:41:52.947Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/openradar","funding_links":[],"total_stars":535,"followers":78,"following":0,"created_at":"2022-11-09T12:50:24.361Z","updated_at":"2024-10-31T08:41:52.947Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar/repositories"},"packages":[{"id":2869168,"name":"pydda","ecosystem":"pypi","description":"Py-DDA","homepage":"https://openradarscience.org/PyDDA","licenses":"BSD","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/openradar/PyDDA","keywords_array":[],"namespace":null,"versions_count":25,"first_release_published_at":"2018-12-10T19:27:16.000Z","latest_release_published_at":"2026-04-08T18:25:50.000Z","latest_release_number":"2.4.1","last_synced_at":"2026-05-11T04:01:42.894Z","created_at":"2022-04-10T12:11:39.146Z","updated_at":"2026-05-11T04:01:42.894Z","registry_url":"https://pypi.org/project/pydda/","install_command":"pip install pydda --index-url https://pypi.org/simple","documentation_url":"https://pydda.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":[],"normalized_name":"pydda","project_status":null},"repo_metadata":{"id":34977370,"uuid":"100741806","full_name":"openradar/PyDDA","owner":"openradar","description":"Pythonic multiple doppler code based off the 3D variational technique","archived":false,"fork":false,"pushed_at":"2024-07-23T14:02:54.000Z","size":1262159,"stargazers_count":88,"open_issues_count":11,"forks_count":43,"subscribers_count":11,"default_branch":"main","last_synced_at":"2024-07-24T13:44:19.351Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://openradarscience.org/PyDDA","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/openradar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":"ROADMAP.md","authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-08-18T18:56:22.000Z","updated_at":"2024-07-24T13:44:19.352Z","dependencies_parsed_at":"2023-01-15T11:30:36.774Z","dependency_job_id":"eebdc63d-76d4-468c-8838-9c89428eeef0","html_url":"https://github.com/openradar/PyDDA","commit_stats":{"total_commits":310,"total_committers":20,"mean_commits":15.5,"dds":0.2645161290322581,"last_synced_commit":"0cf1226cf39ed3b7e7fad4d8a882a8d2208cf827"},"previous_names":[],"tags_count":12,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":216768060,"owners_count":16076754,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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"},"owner_record":{"login":"openradar","name":"openradar","uuid":"8717403","kind":"organization","description":"Unwritten understanding all code addition to be done by PR and everything to be collaborative. No unexpected actions.","email":null,"website":"https://openradarscience.org/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/8717403?v=4","repositories_count":13,"last_synced_at":"2023-02-26T00:35:19.465Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/openradar","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-09T12:50:24.361Z","updated_at":"2023-02-26T00:35:19.469Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar/repositories"},"tags":[{"name":"v2.0.1","sha":"cd60844b255f377bda24af1392a8ffa2e3c0413f","kind":"commit","published_at":"2024-04-24T21:30:35.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.0.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.1/manifests"},{"name":"v2.0.0","sha":"bc863d071f4a3b30d01d955e6f5c10e4c4b2b18a","kind":"commit","published_at":"2024-01-19T21:47:34.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.0.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.0/manifests"},{"name":"1.4.0","sha":"64d93068756bb20134a342d29d23d214f97ef72a","kind":"commit","published_at":"2023-08-31T14:37:14.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/1.4.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.4.0/manifests"},{"name":"1.3.0","sha":"bd07f3553ff80ba18a8349e0ea43db68b3f505e0","kind":"commit","published_at":"2023-07-27T09:23:39.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/1.3.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.3.0/manifests"},{"name":"v1.1","sha":"3b1148e68c07dba460fa1c8f892facb04aa2fa02","kind":"commit","published_at":"2022-04-01T14:17:57.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v1.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/v1.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.1/manifests"},{"name":"v1.0.0","sha":"65f84e8462da66007483450047ac2648a5fd054a","kind":"commit","published_at":"2021-11-01T23:22:38.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v1.0.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.0.0/manifests"},{"name":"v0.5.0","sha":"05570094d4707185a7826d2958c64853aef2fb8e","kind":"commit","published_at":"2020-01-22T23:06:04.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v0.5.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.5.0/manifests"},{"name":"v0.4.1","sha":"0f8e91db311a3083da02ea751f840f9c3fa4911c","kind":"commit","published_at":"2019-08-23T15:35:21.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v0.4.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.4.1/manifests"},{"name":"0.4.0","sha":"966871394d720eaa6a762448766acac0713b28ee","kind":"commit","published_at":"2019-06-24T18:47:41.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.4.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.4.0/manifests"},{"name":"0.3.1","sha":"ffaa7d8cbbb4f382df57f0e2894a9886d179906b","kind":"commit","published_at":"2019-02-11T16:00:20.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.3.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.1/manifests"},{"name":"0.3.0","sha":"9c282c613a1e1545119bce111904cf28c4782f1e","kind":"commit","published_at":"2019-02-08T21:51:22.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.3.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.0/manifests"},{"name":"0.2.0","sha":"209f687c22fb4110002fac9ebac90edecfaeb7cf","kind":"commit","published_at":"2018-10-29T18:44:57.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.2.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.2.0/manifests"}]},"repo_metadata_updated_at":"2024-08-24T14:07:22.352Z","dependent_packages_count":0,"downloads":415,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":21.091392448343356,"dependent_repos_count":21.744141596728245,"dependent_packages_count":9.985458443227419,"stargazers_count":7.955665829363028,"forks_count":6.280817747180663,"docker_downloads_count":2.476176572845615,"average":11.588942106281387},"purl":"pkg:pypi/pydda","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pydda","docker_dependents_count":1,"docker_downloads_count":191,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pydda","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pydda/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-07-24T13:57:55.938Z","issues_count":31,"pull_requests_count":94,"avg_time_to_close_issue":16449632.65,"avg_time_to_close_pull_request":523496.02127659577,"issues_closed_count":20,"pull_requests_closed_count":94,"pull_request_authors_count":7,"issue_authors_count":18,"avg_comments_per_issue":1.8387096774193548,"avg_comments_per_pull_request":0.24468085106382978,"merged_pull_requests_count":86,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":6,"past_year_pull_requests_count":31,"past_year_avg_time_to_close_issue":1559043.6666666667,"past_year_avg_time_to_close_pull_request":703954.4193548387,"past_year_issues_closed_count":6,"past_year_pull_requests_closed_count":31,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":6,"past_year_avg_comments_per_issue":2.5,"past_year_avg_comments_per_pull_request":0.5483870967741935,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":25,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/issues","maintainers":[{"login":"rcjackson","count":89,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rcjackson"},{"login":"mgrover1","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mgrover1"},{"login":"scollis","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/scollis"}],"active_maintainers":[{"login":"rcjackson","count":21,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rcjackson"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydda/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydda/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydda/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydda/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydda/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydda/codemeta","maintainers":[{"uuid":"rcjackson","login":"rcjackson","name":null,"email":null,"url":null,"packages_count":7,"html_url":"https://pypi.org/user/rcjackson/","role":null,"created_at":"2023-02-25T03:19:12.039Z","updated_at":"2023-02-25T03:19:12.039Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/rcjackson/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":861830,"maintainers_count":368212,"namespaces_count":0,"keywords_count":271316,"github":"pypi","metadata":{"funded_packages_count":53172},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-04-09T05:08:03.587Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}},{"id":5300743,"name":"pydda","ecosystem":"conda","description":"PyDDA is a Pythonic package for developing wind retrievals. It uses the variational technique for assmilating together winds derived from radars and models.","homepage":"http://openradarscience.org/PyDDA","licenses":"BSD-3-Clause","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/openradar/PyDDA","keywords_array":[],"namespace":null,"versions_count":8,"first_release_published_at":"2019-01-04T14:14:42.000Z","latest_release_published_at":"2022-04-02T11:44:10.000Z","latest_release_number":"1.1.0","last_synced_at":"2026-03-22T00:24:45.950Z","created_at":"2022-10-03T16:09:27.910Z","updated_at":"2026-03-22T00:26:21.227Z","registry_url":"https://anaconda.org/conda-forge/pydda","install_command":"conda install -c conda-forge pydda","documentation_url":null,"metadata":{},"repo_metadata":{"id":34977370,"uuid":"100741806","full_name":"openradar/PyDDA","owner":"openradar","description":"Pythonic multiple doppler code based off the 3D variational technique","archived":false,"fork":false,"pushed_at":"2025-09-17T22:19:35.000Z","size":1388394,"stargazers_count":104,"open_issues_count":13,"forks_count":46,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-09-18T00:24:32.797Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://openradarscience.org/PyDDA","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/openradar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":"ROADMAP.md","authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2017-08-18T18:56:22.000Z","updated_at":"2025-09-17T21:00:56.000Z","dependencies_parsed_at":"2023-01-15T11:30:36.774Z","dependency_job_id":"eebdc63d-76d4-468c-8838-9c89428eeef0","html_url":"https://github.com/openradar/PyDDA","commit_stats":{"total_commits":310,"total_committers":20,"mean_commits":15.5,"dds":0.2645161290322581,"last_synced_commit":"0cf1226cf39ed3b7e7fad4d8a882a8d2208cf827"},"previous_names":[],"tags_count":16,"template":false,"template_full_name":null,"purl":"pkg:github/openradar/PyDDA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/sbom","scorecard":{"id":709969,"data":{"date":"2025-08-11","repo":{"name":"github.com/openradar/PyDDA","commit":"98c2df877ac74af61c5ca28cc06392fbb1b88620"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.8,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Code-Review","score":0,"reason":"Found 0/9 approved changesets -- score normalized to 0","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":"Maintained","score":0,"reason":"0 commit(s) and 0 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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/build-docs.yml:1","Warn: no topLevel permission defined: .github/workflows/linting.yml:1","Warn: no topLevel permission defined: .github/workflows/pypi-release.yml:1","Warn: no topLevel permission defined: .github/workflows/python-package-conda.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"License","score":9,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Warn: project license file does not contain an FSF or OSI license."],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/pypi-release.yml:60"],"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":"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":"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 'main'"],"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build-docs.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/build-docs.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build-docs.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/build-docs.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build-docs.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/build-docs.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/linting.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/linting.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:29: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/linting.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/linting.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:65: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:70: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi-release.yml:39: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/pypi-release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package-conda.yml:29: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/python-package-conda.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-package-conda.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/openradar/PyDDA/python-package-conda.yml/main?enable=pin","Warn: pipCommand not pinned by hash: continuous_integration/build_docs.sh:6","Warn: downloadThenRun not pinned by hash: continuous_integration/install.sh:11","Warn: pipCommand not pinned by hash: continuous_integration/install.sh:21","Warn: pipCommand not pinned by hash: continuous_integration/install.sh:23","Warn: pipCommand not pinned by hash: continuous_integration/install.sh:24","Warn: pipCommand not pinned by hash: .github/workflows/pypi-release.yml:22","Warn: pipCommand not pinned by hash: .github/workflows/pypi-release.yml:23","Info:   0 out of  10 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   7 third-party GitHubAction dependencies pinned","Info:   0 out of   1 downloadThenRun dependencies pinned","Info:   0 out of   6 pipCommand dependencies pinned"],"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":"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"}}]},"last_synced_at":"2025-08-22T07:50:34.687Z","repository_id":34977370,"created_at":"2025-08-22T07:50:34.687Z","updated_at":"2025-08-22T07:50:34.687Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":276047233,"owners_count":25575881,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-20T02:00:10.207Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"},"owner_record":{"login":"openradar","name":"openradar","uuid":"8717403","kind":"organization","description":"Unwritten understanding all code addition to be done by PR and everything to be collaborative. No unexpected actions.","email":null,"website":"https://openradarscience.org/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/8717403?v=4","repositories_count":33,"last_synced_at":"2024-10-31T08:41:52.947Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/openradar","funding_links":[],"total_stars":535,"followers":78,"following":0,"created_at":"2022-11-09T12:50:24.361Z","updated_at":"2024-10-31T08:41:52.947Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openradar/repositories"},"tags":[{"name":"v2.1.0","sha":"98c2df877ac74af61c5ca28cc06392fbb1b88620","kind":"commit","published_at":"2024-12-06T20:25:52.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.1.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v2.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.1.0/manifests"},{"name":"v2.0.3","sha":"bfd60ace9e3c7606e285e9f6ed1ec8411942bb56","kind":"commit","published_at":"2024-10-14T16:08:28.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.0.3","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v2.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.3/manifests"},{"name":"v2.0.2a","sha":"57ec1fb36bb808f5c417711b307f77953c47f1ab","kind":"commit","published_at":"2024-10-10T14:51:17.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.0.2a","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.0.2a","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v2.0.2a","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.2a","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.2a/manifests"},{"name":"v2.0.2","sha":"286c785e41643d92eb9bc438ff3739a8b93cdb63","kind":"commit","published_at":"2024-10-10T13:56:58.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.0.2","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v2.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.2/manifests"},{"name":"v2.0.1","sha":"cd60844b255f377bda24af1392a8ffa2e3c0413f","kind":"commit","published_at":"2024-04-24T21:30:35.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.0.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v2.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.1/manifests"},{"name":"v2.0.0","sha":"bc863d071f4a3b30d01d955e6f5c10e4c4b2b18a","kind":"commit","published_at":"2024-01-19T21:47:34.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v2.0.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/v2.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v2.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v2.0.0/manifests"},{"name":"1.4.0","sha":"64d93068756bb20134a342d29d23d214f97ef72a","kind":"commit","published_at":"2023-08-31T14:37:14.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/1.4.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@1.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.4.0/manifests"},{"name":"1.3.0","sha":"bd07f3553ff80ba18a8349e0ea43db68b3f505e0","kind":"commit","published_at":"2023-07-27T09:23:39.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/1.3.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@1.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/1.3.0/manifests"},{"name":"v1.1","sha":"3b1148e68c07dba460fa1c8f892facb04aa2fa02","kind":"commit","published_at":"2022-04-01T14:17:57.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v1.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/v1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.1/manifests"},{"name":"v1.0.0","sha":"65f84e8462da66007483450047ac2648a5fd054a","kind":"commit","published_at":"2021-11-01T23:22:38.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v1.0.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v1.0.0/manifests"},{"name":"v0.5.0","sha":"05570094d4707185a7826d2958c64853aef2fb8e","kind":"commit","published_at":"2020-01-22T23:06:04.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v0.5.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.5.0/manifests"},{"name":"v0.4.1","sha":"0f8e91db311a3083da02ea751f840f9c3fa4911c","kind":"commit","published_at":"2019-08-23T15:35:21.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/v0.4.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@v0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/v0.4.1/manifests"},{"name":"0.4.0","sha":"966871394d720eaa6a762448766acac0713b28ee","kind":"commit","published_at":"2019-06-24T18:47:41.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.4.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.4.0/manifests"},{"name":"0.3.1","sha":"ffaa7d8cbbb4f382df57f0e2894a9886d179906b","kind":"commit","published_at":"2019-02-11T16:00:20.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.3.1","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@0.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.1/manifests"},{"name":"0.3.0","sha":"9c282c613a1e1545119bce111904cf28c4782f1e","kind":"commit","published_at":"2019-02-08T21:51:22.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.3.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.3.0/manifests"},{"name":"0.2.0","sha":"209f687c22fb4110002fac9ebac90edecfaeb7cf","kind":"commit","published_at":"2018-10-29T18:44:57.000Z","download_url":"https://codeload.github.com/openradar/PyDDA/tar.gz/0.2.0","html_url":"https://github.com/openradar/PyDDA/releases/tag/0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/openradar/PyDDA@0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/tags/0.2.0/manifests"}]},"repo_metadata_updated_at":"2026-03-22T00:26:21.207Z","dependent_packages_count":0,"downloads":50031,"downloads_period":"total","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":34.025455452957324,"dependent_packages_count":51.17544297479411,"stargazers_count":34.82904916396306,"forks_count":26.748190666333915,"average":36.694534564512104},"purl":"pkg:conda/pydda?repository_url=https://conda-forge.org","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/conda/pydda","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/conda/pydda","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/conda/pydda/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-18T19:55:45.711Z","issues_count":31,"pull_requests_count":114,"avg_time_to_close_issue":17146563.36842105,"avg_time_to_close_pull_request":561614.5504587156,"issues_closed_count":19,"pull_requests_closed_count":109,"pull_request_authors_count":8,"issue_authors_count":17,"avg_comments_per_issue":1.7096774193548387,"avg_comments_per_pull_request":0.24561403508771928,"merged_pull_requests_count":97,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":0,"past_year_pull_requests_count":7,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":4581.25,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.14285714285714285,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":1,"past_year_merged_pull_requests_count":4,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/issues","maintainers":[{"login":"rcjackson","count":104,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rcjackson"},{"login":"mgrover1","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mgrover1"},{"login":"scollis","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/scollis"}],"active_maintainers":[{"login":"rcjackson","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rcjackson"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydda/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydda/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydda/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydda/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydda/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydda/codemeta","maintainers":[],"registry":{"name":"conda-forge.org","url":"https://conda-forge.org","ecosystem":"conda","default":false,"packages_count":20636,"maintainers_count":0,"namespaces_count":0,"keywords_count":0,"github":"conda-forge","metadata":{"kind":"conda-forge","key":"CondaForge","api":"https://conda.anaconda.org"},"icon_url":"https://github.com/conda-forge.png","created_at":"2022-10-03T15:37:08.743Z","updated_at":"2026-04-27T18:20:20.507Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/namespaces"}}],"commits":{"id":33516,"full_name":"openradar/PyDDA","default_branch":"main","total_commits":435,"total_committers":30,"total_bot_commits":1,"total_bot_committers":1,"mean_commits":14.5,"dds":0.37471264367816093,"past_year_total_commits":46,"past_year_total_committers":9,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":5.111111111111111,"past_year_dds":0.6521739130434783,"last_synced_at":"2026-05-12T09:25:59.996Z","last_synced_commit":"90db38ae711c6e7b6aaffa18f4ae2971ce0ca09b","created_at":"2023-03-07T16:52:59.183Z","updated_at":"2026-05-12T09:25:29.320Z","committers":[{"name":"Robert Jackson","email":"rjackson@anl.gov","login":"rcjackson","count":272},{"name":"Robert Jackson","email":"rjackson@Roberts-MacBook-Pro-3.local","login":null,"count":34},{"name":"Robert Jackson","email":"rjackson@c353921l.evs.anl.gov","login":null,"count":29},{"name":"Robert Jackson","email":"rjackson@Roberts-MacBook-Pro.local","login":null,"count":25},{"name":"syedhamidali","email":"hamidsyed37@gmail.com","login":"syedhamidali","count":16},{"name":"Robert Jackson","email":"rjackson@anlvpn119.evs.anl.gov","login":null,"count":8},{"name":"Robert Jackson","email":"rjackson@anlvpn028.evs.anl.gov","login":null,"count":7},{"name":"mgrover1","email":"mgroverwx@gmail.com","login":"mgrover1","count":5},{"name":"Zachary Sherman","email":"zsherman@anl.gov","login":"zssherman","count":4},{"name":"Matt Menickelly","email":"mmenickelly@anl.gov","login":"mmenickelly","count":3},{"name":"Robert Jackson","email":"rjackson@anlvpn077.evs.anl.gov","login":null,"count":3},{"name":"Robert Jackson","email":"rjackson@evswl135.evs.anl.gov","login":null,"count":3},{"name":"Robert Jackson","email":"rjackson@evswl141.evs.anl.gov","login":null,"count":3},{"name":"Robert Jackson","email":"rjackson@anlvpn156.evs.anl.gov","login":null,"count":2},{"name":"Robert Jackson","email":"rjackson@anlvpn197.evs.anl.gov","login":null,"count":2},{"name":"Robert Jackson","email":"rjackson@compute-386-01.cels.anl.gov","login":null,"count":2},{"name":"Robert Jackson","email":"rjackson@lambda1.cels.anl.gov","login":null,"count":2},{"name":"Robert Jackson","email":"rjackson@evswl147.evs.anl.gov","login":null,"count":2},{"name":"Robert Jackson","email":"rjackson@evswl130.evs.anl.gov","login":null,"count":2},{"name":"Jackson R C","email":"rjackson@or-condo-login01.ornl.gov","login":null,"count":1},{"name":"Robert Jackson","email":"rjackson@anlvpn072.evs.anl.gov","login":null,"count":1},{"name":"Robert Jackson","email":"rjackson@anlvpn152.evs.anl.gov","login":null,"count":1},{"name":"Robert Jackson","email":"rjackson@anlvpn243.evs.anl.gov","login":null,"count":1},{"name":"Robert Jackson","email":"rjackson@evswl133.evs.anl.gov","login":null,"count":1},{"name":"Robert Jackson","email":"rjackson@evswl138.evs.anl.gov","login":null,"count":1},{"name":"Robert Jackson","email":"rjackson@evswl150.evs.anl.gov","login":null,"count":1},{"name":"Scott Collis","email":"scollis.acrf@gmail.com","login":"scollis","count":1},{"name":"SunnysChan","email":"152602656+SunnysChan","login":"SunnysChan","count":1},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":1},{"name":"jrobrien91","email":"obrienj@anl.gov","login":"jrobrien91","count":1}],"past_year_committers":[{"name":"Robert Jackson","email":"rjackson@Roberts-MacBook-Pro.local","login":null,"count":16},{"name":"Bobby Jackson","email":"rjackson@anl.gov","login":"rcjackson","count":12},{"name":"Robert Jackson","email":"rjackson@anlvpn119.evs.anl.gov","login":null,"count":8},{"name":"Robert Jackson","email":"rjackson@evswl141.evs.anl.gov","login":null,"count":3},{"name":"Robert Jackson","email":"rjackson@anlvpn197.evs.anl.gov","login":null,"count":2},{"name":"Robert Jackson","email":"rjackson@anlvpn156.evs.anl.gov","login":null,"count":2},{"name":"SunnysChan","email":"152602656+SunnysChan","login":"SunnysChan","count":1},{"name":"Robert Jackson","email":"rjackson@anlvpn243.evs.anl.gov","login":null,"count":1},{"name":"Robert Jackson","email":"rjackson@anlvpn072.evs.anl.gov","login":null,"count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-05-13T00:00:10.629Z","repositories_count":6233321,"commits_count":894174117,"contributors_count":34891252,"owners_count":1152098,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"openradar/PyDDA","html_url":"https://github.com/openradar/PyDDA","last_synced_at":"2026-05-11T04:01:19.944Z","status":"error","issues_count":32,"pull_requests_count":118,"avg_time_to_close_issue":26775835.75,"avg_time_to_close_pull_request":542325.7168141593,"issues_closed_count":20,"pull_requests_closed_count":113,"pull_request_authors_count":8,"issue_authors_count":17,"avg_comments_per_issue":1.65625,"avg_comments_per_pull_request":0.2711864406779661,"merged_pull_requests_count":101,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":1,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":16705.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.6666666666666666,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":1,"past_year_merged_pull_requests_count":4,"created_at":"2023-05-10T21:49:28.236Z","updated_at":"2026-05-11T04:01:19.944Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/openradar%2FPyDDA/issues","issue_labels_count":{"help wanted":3,"enhancement":2,"high priority":1,"good first issue":1,"Docs":1,"foreign-language":1},"pull_request_labels_count":{"dependencies":2,"github_actions":1},"issue_author_associations_count":{"NONE":17,"COLLABORATOR":14,"CONTRIBUTOR":1},"pull_request_author_associations_count":{"COLLABORATOR":98,"CONTRIBUTOR":19,"NONE":1},"issue_authors":{"rcjackson":12,"chentryto1":4,"mgrover1":2,"jm5791":1,"JoyceHuang228":1,"Qxaqq":1,"dm0096":1,"sysumeteo":1,"jgebauer44":1,"hepengz":1,"huyaox":1,"LtgBug":1,"liuximarcus":1,"Hemol-L":1,"malcolmmaas":1,"syedhamidali":1,"PickleAn":1},"pull_request_authors":{"rcjackson":97,"syedhamidali":11,"zssherman":3,"mgrover1":2,"dependabot[bot]":2,"jrobrien91":1,"scollis":1,"mmenickelly":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-05-13T00:00:11.310Z","repositories_count":14584757,"issues_count":34310526,"pull_requests_count":112283624,"authors_count":11260420,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{"dependencies":1,"github_actions":1},"past_year_issue_author_associations_count":{"COLLABORATOR":1},"past_year_pull_request_author_associations_count":{"COLLABORATOR":5,"CONTRIBUTOR":1},"past_year_issue_authors":{"rcjackson":1},"past_year_pull_request_authors":{"rcjackson":5,"dependabot[bot]":1},"maintainers":[{"login":"rcjackson","count":109,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rcjackson"},{"login":"mgrover1","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mgrover1"},{"login":"scollis","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/scollis"}],"active_maintainers":[{"login":"rcjackson","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rcjackson"}]},"events":{"total":{"ReleaseEvent":1,"PullRequestEvent":9,"ForkEvent":4,"IssuesEvent":2,"WatchEvent":14,"IssueCommentEvent":8,"PushEvent":13},"last_year":{"PullRequestEvent":5,"ForkEvent":1,"IssuesEvent":2,"WatchEvent":6,"IssueCommentEvent":7,"PushEvent":9}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-07-29T09:09:30.549Z","updated_at":"2022-07-29T09:09:30.549Z","repository_link":"https://github.com/openradar/PyDDA/blob/main/setup.py","dependencies":[{"id":504761481,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":504761486,"package_name":"cartopy","ecosystem":"pypi","requirements":"\u003e=0.16.0","direct":true,"kind":"runtime","optional":false},{"id":504761489,"package_name":"arm_pyart","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":504761491,"package_name":"dask","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":504761494,"package_name":"distributed","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":504761497,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":504761499,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/build-docs.yml","sha":null,"kind":"manifest","created_at":"2023-01-15T11:30:36.661Z","updated_at":"2023-01-15T11:30:36.661Z","repository_link":"https://github.com/openradar/PyDDA/blob/main/.github/workflows/build-docs.yml","dependencies":[{"id":6923125218,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6923125219,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6923125220,"package_name":"peaceiris/actions-gh-pages","ecosystem":"actions","requirements":"v3.8.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-package-conda.yml","sha":null,"kind":"manifest","created_at":"2023-01-15T11:30:36.704Z","updated_at":"2023-01-15T11:30:36.704Z","repository_link":"https://github.com/openradar/PyDDA/blob/main/.github/workflows/python-package-conda.yml","dependencies":[{"id":6923125543,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6923125546,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]}],"score":19.029484984076955,"created_at":"2026-05-02T17:17:49.162Z","updated_at":"2026-05-13T05:00:28.100Z","avatar_url":"https://github.com/openradar.png","language":"Jupyter Notebook","category":"Atmosphere","sub_category":"Meteorological Observation and Forecast","monthly_downloads":415,"total_dependent_repos":1,"total_dependent_packages":0,"readme":"# PyDDA (Pythonic Direct Data Assimilation)\n![alt text](https://github.com/openradar/PyDDA/blob/master/pydda%20logo.png \"Logo Title Text 1\")\n\n[\u003cimg src=\"https://anaconda.org/conda-forge/pydda/badges/version.svg\"\u003e](https://anaconda.org/conda-forge/pydda)\n[\u003cimg src=\"https://anaconda.org/conda-forge/pydda/badges/downloads.svg\"\u003e](https://anaconda.org/conda-forge/pydda/files)\n[\u003cimg src=\"https://github.com/openradar/PyDDA/actions/workflows/python-package-conda.yml/badge.svg\"\u003e](https://github.com/openradar/PyDDA/actions/workflows/python-package-conda.yml)\n[\u003cimg src=\"https://img.shields.io/badge/docs-here-green\"\u003e](https://openradarscience.org/PyDDA)\n\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3942686.svg)](https://doi.org/10.5281/zenodo.3942686)\n\n### A Pythonic Multiple Doppler Radar Wind Retrieval Package\n\nThis software is designed to retrieve wind kinematics (u,v,w) in precipitation storm systems from\n one or more Doppler weather radars using three dimensional data assimilation. Other constraints, including\n background fields (eg reanalysis) can be added.\n\nThis package is a rewrite of the Potvin et al. (2012) and Shapiro et al (2009) wind retrieval techniques into a purely\n Pythonic package for easier integration with Py-ART and Python. This allows for easy installation using pip and anaconda.\n This new package also uses a faster minimization technique, L-BFGS-B, which provides a factor of 2 to 5 speedup versus\n using the predecessor code, [NASA-Multidop](https://github.com/nasa/MultiDop), as well as a more elegant syntax\n as well as support for an arbitrary number of radars. The code is also threadsafe and has been tested using\n HPC tools such as Dask on large (100+ core) clusters.\n\n\nThe user has an option to adjust strength of data, mass continuity constraints as well as implement a low pass filter.\nThis new version now also has an option to plot a horizontal cross section of a wind barb plot overlaid on a background\nfield from a grid.\n\nAngles.py is from Multidop and was written by Timothy Lang of NASA.\n\nWe recommend using Python 3.9+ or better and using anaconda or pip to install\nthe required dependencies of PyDDA.\n\nIn addition, in order to use the capability to load HRRR data as a constraint, the [cfgrib](https://github.com/ecmwf/cfgrib) package is needed. Since this does not work on Windows, this is an optional dependency for those who wish to use HRRR data. To install cfgrib, simply do:\n\n    pip install cfgrib\n\nFinally, PyDDA now supports Jax and TensorFlow as optional dependencies. PyDDA can be configured to use these two packages to perform the cost function minimization. We highly encourage users to take advantage of these two new engines, as they offer advantages such as better calculation of gradients and faster convergence. In addition, GPUs and TPUs are supported by these packages that can help drastically accelerate the calculations. For Tensorflow type:\n\n    conda install -c conda-forge tensorflow tensorflow-probability\n\nFor Jax, type:\n\n    conda install -c conda-forge jax\n\n## Links to important documentation\n\n1. [Examples](http://openradarscience.org/PyDDA/source/auto_examples/plot_examples.html)\n2. [Developer reference guide](http://openradarscience.org/PyDDA/dev_reference/index.html)\n3. [Contributor's guide](https://openradarscience.org/PyDDA/contributors_guide/index.html)\n\n\n## Installation instructions\nThe best way to install PyDDA is by using pip.\nIf you are using PyDDA as an end user, type the following in a bash shell:\n\n```\npip install pydda\n```\n\nOr, if you have Anaconda, you can install using:\n\n```\nconda install -c conda-forge pydda\n```\n\nInstalling from source is recommended if you want to use the latest features and want to make contributions to PyDDA. In\norder to install from source, in a bash shell or the Anaconda prompt if you are in Windows, type the following:\n```\ngit clone https://github.com/openradar/PyDDA\ncd PyDDA\npip install -e .\n```\n\n## Acknowledgments\nCore components of the software are adopted from the [Multidop](https://github.com/nasa/MultiDop) package by converting the C code to Python.\n\nThe development of this software is supported by the Climate Model Development and Validation (CMDV) activity which is funded by the Office of Biological and Environmental Research in the US Department of Energy Office of Science.\n\n## Contributing\n\nWe have a set of goals that we wish to accomplish using PyDDA, including the assimilation of data from various models in the retrieval,\nimproved visualizations, use of radar data in antenna coordinates, and improved documentation. For more details on what contributions\nwould be useful to achieving these goals, see the [PyDDA Roadmap](https://github.com/openradar/PyDDA/blob/master/ROADMAP.md).\n\n## Further support\n\nWe are now requesting that all questions related to PyDDA that are not potential software issues to be\nrelegated to the [openradar Discourse group](https://openradar.discourse.group) with a 'pydda' tag on your post. This\nenables the entire open radar science community to answer questions related to PyDDA so that both the maintainer\nand users can answer questions people may have.\n\n## References\nYou must cite these papers if you use PyDDA:\n\nPotvin, C.K., A. Shapiro, and M. Xue, 2012: Impact of a Vertical Vorticity Constraint in Variational Dual-Doppler Wind Analysis: Tests with Real and Simulated Supercell Data. J. Atmos. Oceanic Technol., 29, 32–49, https://doi.org/10.1175/JTECH-D-11-00019.1\n\nShapiro, A., C.K. Potvin, and J. Gao, 2009: Use of a Vertical Vorticity Equation in Variational Dual-Doppler Wind Analysis. J. Atmos. Oceanic Technol., 26, 2089–2106, https://doi.org/10.1175/2009JTECHA1256.1\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.3942686","https://doi.org/10.1175/JTECH-D-11-00019.1","https://doi.org/10.1175/2009JTECHA1256.1"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["atmospheric-science","meteorology","corrections","meteorological-data","retrieval","pyart","closember","radar-processing","weather-radars","radar"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/353525","html_url":"https://ost.ecosyste.ms/projects/353525"}