{"id":19832,"name":"brightwind","description":"A Python library aims to empower wind resource analysts and establish a common industry standard toolset.","url":"https://github.com/brightwind-dev/brightwind","last_synced_at":"2026-04-06T16:30:23.772Z","repository":{"id":33989856,"uuid":"161357232","full_name":"brightwind-dev/brightwind","owner":"brightwind-dev","description":"Python library containing wind analysis functions","archived":false,"fork":false,"pushed_at":"2026-02-23T17:14:35.000Z","size":153661,"stargazers_count":71,"open_issues_count":109,"forks_count":20,"subscribers_count":8,"default_branch":"master","last_synced_at":"2026-02-24T00:33:34.190Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/brightwind-dev.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"contributing.md","funding":null,"license":"LICENSE.txt","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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2018-12-11T15:49:26.000Z","updated_at":"2026-02-12T17:21:12.000Z","dependencies_parsed_at":"2025-10-03T22:47:11.585Z","dependency_job_id":null,"html_url":"https://github.com/brightwind-dev/brightwind","commit_stats":{"total_commits":1334,"total_committers":11,"mean_commits":"121.27272727272727","dds":0.6214392803598201,"last_synced_commit":"afbff660a9ed852462a5a6523b1a6ad2020c612a"},"previous_names":[],"tags_count":20,"template":false,"template_full_name":null,"purl":"pkg:github/brightwind-dev/brightwind","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brightwind-dev","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/sbom","scorecard":{"id":253839,"data":{"date":"2025-08-11","repo":{"name":"github.com/brightwind-dev/brightwind","commit":"d5036686f5091d9cc264d82d882459a5cc7c5686"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.4,"checks":[{"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":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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/tests.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":"Code-Review","score":6,"reason":"Found 16/26 approved changesets -- score normalized to 6","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":10,"reason":"8 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"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":"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":"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.txt:0","Info: FSF or OSI recognized license: MIT License: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"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":"Vulnerabilities","score":0,"reason":"18 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-29gw-9793-fvw7","Warn: Project is vulnerable to: PYSEC-2022-12 / GHSA-pq7m-3gw7-gq5x","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: GHSA-9wx4-h78v-vm56","Warn: Project is vulnerable to: PYSEC-2023-74 / GHSA-j8r2-6x86-q33q","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"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/tests.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/brightwind-dev/brightwind/tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/tests.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/brightwind-dev/brightwind/tests.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/tests.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/tests.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/tests.yml:30","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   3 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 26 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":"2025-08-17T09:07:47.831Z","repository_id":33989856,"created_at":"2025-08-17T09:07:47.831Z","updated_at":"2025-08-17T09:07:47.831Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29954583,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-28T22:53:01.873Z","status":"ssl_error","status_checked_at":"2026-02-28T22:52:50.699Z","response_time":90,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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"}},"owner":{"login":"brightwind-dev","name":"brightwind","uuid":"45794645","kind":"organization","description":"The brightwind library aims to empower wind resource analysts and establish a common industry standard toolset.","email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/45794645?v=4","repositories_count":1,"last_synced_at":"2023-03-02T12:45:38.582Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/brightwind-dev","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T04:55:12.185Z","updated_at":"2023-03-02T12:45:38.610Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brightwind-dev","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brightwind-dev/repositories"},"packages":[{"id":2660840,"name":"brightwind","ecosystem":"pypi","description":"Scripts for wind resource data processing.","homepage":"https://github.com/brightwind-dev/brightwind.git","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/brightwind-dev/brightwind","keywords_array":["BRIGHT","WIND","RESOURCE","DATA","ANALYSTS","PROCESSING","WASP","ROSE","WINDFARMER","OPENWIND","WIND PRO","WINDOGRAPHER"],"namespace":null,"versions_count":14,"first_release_published_at":"2019-07-02T15:46:15.000Z","latest_release_published_at":"2026-02-12T17:31:11.000Z","latest_release_number":"2.5.0","last_synced_at":"2026-02-27T14:17:12.259Z","created_at":"2022-04-10T10:15:03.731Z","updated_at":"2026-02-27T14:17:12.260Z","registry_url":"https://pypi.org/project/brightwind/","install_command":"pip install brightwind --index-url https://pypi.org/simple","documentation_url":"https://brightwind.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: MIT License","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.13","Programming Language :: Python :: 3.6","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9"],"normalized_name":"brightwind","project_status":null},"repo_metadata":{"id":33989856,"uuid":"161357232","full_name":"brightwind-dev/brightwind","owner":"brightwind-dev","description":"Python library containing wind analysis functions","archived":false,"fork":false,"pushed_at":"2024-09-20T15:04:10.000Z","size":162549,"stargazers_count":50,"open_issues_count":80,"forks_count":18,"subscribers_count":10,"default_branch":"master","last_synced_at":"2024-10-29T20:37:28.597Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/brightwind-dev.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"contributing.md","funding":null,"license":"LICENSE.txt","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":"2018-12-11T15:49:26.000Z","updated_at":"2024-10-19T23:11:14.000Z","dependencies_parsed_at":"2024-06-13T04:27:24.472Z","dependency_job_id":null,"html_url":"https://github.com/brightwind-dev/brightwind","commit_stats":{"total_commits":1334,"total_committers":11,"mean_commits":"121.27272727272727","dds":0.6214392803598201,"last_synced_commit":"afbff660a9ed852462a5a6523b1a6ad2020c612a"},"previous_names":[],"tags_count":17,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brightwind-dev","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222131010,"owners_count":16936304,"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":"brightwind-dev","name":"brightwind","uuid":"45794645","kind":"organization","description":"The brightwind library aims to empower wind resource analysts and establish a common industry standard toolset.","email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/45794645?v=4","repositories_count":1,"last_synced_at":"2023-03-02T12:45:38.582Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/brightwind-dev","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T04:55:12.185Z","updated_at":"2023-03-02T12:45:38.610Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brightwind-dev","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brightwind-dev/repositories"},"tags":[{"name":"v2.2.1","sha":"afbff660a9ed852462a5a6523b1a6ad2020c612a","kind":"commit","published_at":"2024-05-29T13:23:34.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v2.2.1","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v2.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.2.1/manifests"},{"name":"v2.2.0","sha":"834be32d462c06c713bb05cc0d4fae5909b51bc5","kind":"commit","published_at":"2024-05-14T17:43:11.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v2.2.0","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v2.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.2.0/manifests"},{"name":"v2.1.0","sha":"5f20fd2fc39ed889e11c4b8afdd8994249a26173","kind":"commit","published_at":"2023-06-01T14:25:16.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v2.1.0","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v2.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.1.0/manifests"},{"name":"v2.0.0","sha":"7d061505fb924529b9ea1d0adfd01d269a30a3bb","kind":"commit","published_at":"2021-02-25T01:18:56.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v2.0.0","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v2.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v2.0.0/manifests"},{"name":"v1.0.0","sha":"d28eab613b52e2f66a82359457be1e061cb50d9e","kind":"commit","published_at":"2019-09-12T11:10:23.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v1.0.0","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v1.0.0/manifests"},{"name":"v0.2.10","sha":"d783af2c050340fd6c2cdab8a62dc23caaa632af","kind":"commit","published_at":"2019-09-11T22:27:26.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.10","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.10","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.10","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.10/manifests"},{"name":"0.2.9","sha":"b4a7749b01b9657219bddac79f09515281e27f95","kind":"commit","published_at":"2019-09-11T21:39:07.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/0.2.9","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/0.2.9","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/0.2.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/0.2.9/manifests"},{"name":"v0.2.8","sha":"2cd97468a4f83471d5b229dfd8f600e6982deab6","kind":"commit","published_at":"2019-08-21T00:31:52.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.8","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.8","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.8/manifests"},{"name":"0.2.7","sha":"33aaa63e628d6e4b46d9c4165b45f1cb28746545","kind":"commit","published_at":"2019-07-24T11:56:08.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/0.2.7","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/0.2.7","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/0.2.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/0.2.7/manifests"},{"name":"0.2.6","sha":"0be6eaafa7cdd1b8272ce0af5fbf67dffbc0e6a6","kind":"commit","published_at":"2019-07-24T11:28:06.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/0.2.6","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/0.2.6","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/0.2.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/0.2.6/manifests"},{"name":"v0.2.5","sha":"05f1baed0c875f6073f1d65966ff98fb8e856f2c","kind":"commit","published_at":"2019-07-02T15:39:36.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.5","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.5/manifests"},{"name":"v0.2.4","sha":"4b1ff6a52c0f85df1b7a5ad82356d70fb1ca0895","kind":"commit","published_at":"2019-07-02T14:41:44.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.4","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.4","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.4/manifests"},{"name":"v0.2.3","sha":"1312afea3670fe77d1de90a03c4a4fd6b0b24e35","kind":"commit","published_at":"2019-07-02T14:16:42.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.3","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.3","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.3/manifests"},{"name":"v0.2.2","sha":"d4423b5ea1f61d1f62162bbe65f58fdf893e809b","kind":"commit","published_at":"2019-06-29T15:12:15.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.2","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.2/manifests"},{"name":"v0.2.1","sha":"798caf30bd73df9aeff216a7fe21c21b5649b7f7","kind":"commit","published_at":"2019-06-29T15:00:26.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.1","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.1/manifests"},{"name":"v0.2.0","sha":"3fea44e35ca51a8afaa2828684f25c90c622f2ae","kind":"commit","published_at":"2019-06-29T13:50:19.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.2.0","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.2.0/manifests"},{"name":"v0.1.0","sha":"f829ad52022c94493e7d90596c4d4e05f9bb3d8c","kind":"commit","published_at":"2018-12-11T17:13:20.000Z","download_url":"https://codeload.github.com/brightwind-dev/brightwind/tar.gz/v0.1.0","html_url":"https://github.com/brightwind-dev/brightwind/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2024-10-29T23:15:07.148Z","dependent_packages_count":0,"downloads":760,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":27.26479336255479,"dependent_repos_count":22.077396024530657,"dependent_packages_count":7.306363177401113,"stargazers_count":10.45433821673375,"forks_count":9.369734990871539,"docker_downloads_count":null,"average":15.29452515441837},"purl":"pkg:pypi/brightwind","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/brightwind","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/brightwind","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/brightwind/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-10-29T19:33:26.805Z","issues_count":253,"pull_requests_count":196,"avg_time_to_close_issue":11824913.835227273,"avg_time_to_close_pull_request":2758293.476439791,"issues_closed_count":176,"pull_requests_closed_count":191,"pull_request_authors_count":10,"issue_authors_count":17,"avg_comments_per_issue":2.2885375494071147,"avg_comments_per_pull_request":0.5816326530612245,"merged_pull_requests_count":171,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":14,"past_year_pull_requests_count":16,"past_year_avg_time_to_close_issue":2401742.0,"past_year_avg_time_to_close_pull_request":256811.9090909091,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":11,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":7,"past_year_avg_comments_per_issue":1.0714285714285714,"past_year_avg_comments_per_pull_request":1.375,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":9,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/issues","maintainers":[{"login":"stephenholleran","count":188,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/stephenholleran"},{"login":"inder-preet-kakkar","count":35,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/inder-preet-kakkar"},{"login":"lucunnin","count":25,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/lucunnin"},{"login":"ShaneBrightWind","count":24,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ShaneBrightWind"},{"login":"AndyBrightWind","count":22,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/AndyBrightWind"},{"login":"MichaelK01","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/MichaelK01"}],"active_maintainers":[{"login":"stephenholleran","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/stephenholleran"},{"login":"ShaneBrightWind","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ShaneBrightWind"},{"login":"AndyBrightWind","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/AndyBrightWind"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/brightwind/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/brightwind/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/brightwind/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/brightwind/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/brightwind/codemeta","maintainers":[{"uuid":"sholleran","login":"sholleran","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/sholleran/","role":null,"created_at":"2023-02-23T18:12:34.042Z","updated_at":"2023-02-23T18:12:34.042Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/sholleran/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":805581,"maintainers_count":339216,"namespaces_count":0,"keywords_count":0,"github":"pypi","metadata":{"funded_packages_count":52398},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-02-28T06:08:48.742Z","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"}}],"commits":{"id":545330,"full_name":"brightwind-dev/brightwind","default_branch":"master","total_commits":1401,"total_committers":16,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":87.5625,"dds":0.6274089935760172,"past_year_total_commits":64,"past_year_total_committers":8,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":8.0,"past_year_dds":0.65625,"last_synced_at":"2026-03-13T08:39:25.766Z","last_synced_commit":"ebc532a9d5eace54abdc295b911c258eae658498","created_at":"2023-03-09T04:24:01.700Z","updated_at":"2026-03-13T08:39:19.595Z","committers":[{"name":"stephenholleran","email":"stephen@brightwindanalysis.com","login":"stephenholleran","count":522},{"name":"BiancaMorandi","email":"biamorandi@gmail.com","login":"BiancaMorandi","count":351},{"name":"Inder","email":"singhinderpreet1995@gmail.com","login":"inder-preet-kakkar","count":303},{"name":"Luke Cunningham","email":"lucunnin@tcd.ie","login":"lucunnin","count":112},{"name":"rach185","email":"rachel@brightwindanalysis.com","login":"rach185","count":36},{"name":"olivia-bentley","email":"olivia.bentley@brightwindanalysis.com","login":"olivia-bentley","count":22},{"name":"AndyBrightWind","email":"43743490+AndyBrightWind","login":"AndyBrightWind","count":16},{"name":"r-molins-mrp","email":"93541751+r-molins-mrp","login":"r-molins-mrp","count":11},{"name":"Sara","email":"183604246+sararafter","login":"sararafter","count":11},{"name":"ShaneBrightWind","email":"32269199+ShaneBrightWind","login":"ShaneBrightWind","count":9},{"name":"shwetajoshi601","email":"shwetajoshi601@gmail.com","login":"shwetajoshi601","count":3},{"name":"rm-mol","email":"93541751+rm-mol","login":"rm-mol","count":1},{"name":"dancasey-ie","email":"info@dancasey.ie","login":"dancasey-ie","count":1},{"name":"amralaa95","email":"amralaa423@gmail.com","login":"amralaa95","count":1},{"name":"abohara","email":"taksar2012@gmail.com","login":"abohara","count":1},{"name":"Rowan Molony","email":"rowan.molony@mainstreamrp.com","login":"rdmolony","count":1}],"past_year_committers":[{"name":"olivia-bentley","email":"olivia.bentley@brightwindanalysis.com","login":"olivia-bentley","count":22},{"name":"stephenholleran","email":"stephen@brightwindanalysis.com","login":"stephenholleran","count":15},{"name":"Sara","email":"183604246+sararafter","login":"sararafter","count":11},{"name":"r-molins-mrp","email":"93541751+r-molins-mrp","login":"r-molins-mrp","count":7},{"name":"BiancaMorandi","email":"biamorandi@gmail.com","login":"BiancaMorandi","count":5},{"name":"Rachel","email":"69606609+rach185","login":"rach185","count":2},{"name":"rm-mol","email":"93541751+rm-mol","login":"rm-mol","count":1},{"name":"dancasey-ie","email":"info@dancasey.ie","login":"dancasey-ie","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-19T00:00:07.802Z","repositories_count":6203354,"commits_count":935452520,"contributors_count":36181342,"owners_count":1147819,"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":"brightwind-dev/brightwind","html_url":"https://github.com/brightwind-dev/brightwind","last_synced_at":"2025-12-19T12:07:45.349Z","status":"active","issues_count":309,"pull_requests_count":277,"avg_time_to_close_issue":16383429.906862745,"avg_time_to_close_pull_request":2359519.5612648223,"issues_closed_count":204,"pull_requests_closed_count":253,"pull_request_authors_count":16,"issue_authors_count":23,"avg_comments_per_issue":2.045307443365696,"avg_comments_per_pull_request":0.7509025270758123,"merged_pull_requests_count":227,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":54,"past_year_pull_requests_count":70,"past_year_avg_time_to_close_issue":4236631.117647059,"past_year_avg_time_to_close_pull_request":853393.2264150943,"past_year_issues_closed_count":17,"past_year_pull_requests_closed_count":53,"past_year_pull_request_authors_count":8,"past_year_issue_authors_count":10,"past_year_avg_comments_per_issue":0.5740740740740741,"past_year_avg_comments_per_pull_request":1.1,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":51,"created_at":"2023-05-09T10:39:43.852Z","updated_at":"2025-12-19T12:07:45.349Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/brightwind-dev%2Fbrightwind/issues","issue_labels_count":{"bug":88,"function improvement":69,"enhancement":67,"documentation":22,"v2.4.0":10,"tutorial":7,"breaking change":5,"question":4,"good first issue":3,"v3.0.0":2},"pull_request_labels_count":{"bug":52,"enhancement":25,"function improvement":18,"v2.4.0":7,"good first issue":2,"breaking change":1},"issue_author_associations_count":{"COLLABORATOR":189,"CONTRIBUTOR":101,"NONE":19},"pull_request_author_associations_count":{"COLLABORATOR":169,"CONTRIBUTOR":69,"NONE":39},"issue_authors":{"stephenholleran":121,"BiancaMorandi":92,"ShaneBrightWind":22,"sararafter":14,"rach185":11,"AndyBrightWind":11,"inder-preet-kakkar":8,"lucunnin":7,"Ilirmc":5,"olivia-bentley":3,"geekwg":2,"py-jv":2,"DOhAW":1,"MichaelK01":1,"ChristopherStapleton":1,"ews-ffarella":1,"flrs":1,"amralaa95":1,"dancasey-ie":1,"conorcoady":1,"SteveCordleBW":1,"r-molins-mrp":1,"mdavid800":1},"pull_request_authors":{"stephenholleran":86,"BiancaMorandi":55,"olivia-bentley":34,"inder-preet-kakkar":27,"lucunnin":18,"rach185":12,"AndyBrightWind":11,"sararafter":10,"r-molins-mrp":10,"ShaneBrightWind":4,"amralaa95":3,"Ilirmc":2,"rm-mol":2,"abohara":1,"dancasey-ie":1,"rdmolony":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-01-04T00:00:37.495Z","repositories_count":12609720,"issues_count":35622993,"pull_requests_count":117095225,"authors_count":11080754,"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":{"enhancement":15,"function improvement":8,"v2.4.0":8,"bug":6,"breaking change":5,"v3.0.0":2,"good first issue":2},"past_year_pull_request_labels_count":{"enhancement":14,"bug":10,"v2.4.0":7,"function improvement":4,"breaking change":1},"past_year_issue_author_associations_count":{"CONTRIBUTOR":31,"COLLABORATOR":20,"NONE":3},"past_year_pull_request_author_associations_count":{"NONE":33,"COLLABORATOR":31,"CONTRIBUTOR":6},"past_year_issue_authors":{"BiancaMorandi":28,"sararafter":14,"olivia-bentley":3,"stephenholleran":3,"amralaa95":1,"dancasey-ie":1,"Ilirmc":1,"mdavid800":1,"rach185":1,"ShaneBrightWind":1},"past_year_pull_request_authors":{"olivia-bentley":34,"stephenholleran":10,"sararafter":10,"r-molins-mrp":8,"amralaa95":3,"rm-mol":2,"BiancaMorandi":2,"dancasey-ie":1},"maintainers":[{"login":"stephenholleran","count":207,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/stephenholleran"},{"login":"inder-preet-kakkar","count":35,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/inder-preet-kakkar"},{"login":"ShaneBrightWind","count":26,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ShaneBrightWind"},{"login":"lucunnin","count":25,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/lucunnin"},{"login":"sararafter","count":24,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sararafter"},{"login":"AndyBrightWind","count":22,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/AndyBrightWind"},{"login":"r-molins-mrp","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/r-molins-mrp"},{"login":"Ilirmc","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Ilirmc"},{"login":"rm-mol","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rm-mol"},{"login":"dancasey-ie","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/dancasey-ie"},{"login":"MichaelK01","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/MichaelK01"}],"active_maintainers":[{"login":"sararafter","count":24,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sararafter"},{"login":"stephenholleran","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/stephenholleran"},{"login":"r-molins-mrp","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/r-molins-mrp"},{"login":"dancasey-ie","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/dancasey-ie"},{"login":"rm-mol","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rm-mol"},{"login":"Ilirmc","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Ilirmc"},{"login":"ShaneBrightWind","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ShaneBrightWind"}]},"events":{"total":{"CreateEvent":26,"ReleaseEvent":1,"IssuesEvent":86,"WatchEvent":10,"DeleteEvent":31,"IssueCommentEvent":121,"PushEvent":330,"PullRequestReviewEvent":189,"PullRequestReviewCommentEvent":159,"PullRequestEvent":59,"ForkEvent":3},"last_year":{"CreateEvent":25,"ReleaseEvent":1,"IssuesEvent":82,"WatchEvent":7,"DeleteEvent":31,"IssueCommentEvent":117,"PushEvent":327,"PullRequestReviewCommentEvent":138,"PullRequestReviewEvent":178,"PullRequestEvent":56,"ForkEvent":3}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-01-15T04:01:35.934Z","updated_at":"2023-01-15T04:01:35.934Z","repository_link":"https://github.com/brightwind-dev/brightwind/blob/master/requirements.txt","dependencies":[{"id":6914577745,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=0.24.0,\u003c=0.25.3","direct":true,"kind":"runtime","optional":false},{"id":6914577746,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.4","direct":true,"kind":"runtime","optional":false},{"id":6914577747,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.19.1","direct":true,"kind":"runtime","optional":false},{"id":6914577748,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.0.3","direct":true,"kind":"runtime","optional":false},{"id":6914577749,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.20.0","direct":true,"kind":"runtime","optional":false},{"id":6914577750,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=0.19.1","direct":true,"kind":"runtime","optional":false},{"id":6914577751,"package_name":"pytest","ecosystem":"pypi","requirements":"\u003e=4.1.0","direct":true,"kind":"runtime","optional":false},{"id":6914577752,"package_name":"six","ecosystem":"pypi","requirements":"\u003e=1.12.0","direct":true,"kind":"runtime","optional":false},{"id":6914577753,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"\u003e=2.8.0","direct":true,"kind":"runtime","optional":false},{"id":6914577754,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"\u003e=7.4.2","direct":true,"kind":"runtime","optional":false},{"id":6914577755,"package_name":"ipython","ecosystem":"pypi","requirements":"\u003e=7.4.0","direct":true,"kind":"runtime","optional":false},{"id":6914577756,"package_name":"gmaps","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":6914577758,"package_name":"boto3","ecosystem":"pypi","requirements":"\u003e=1.9.66","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-01-15T04:01:36.025Z","updated_at":"2023-01-15T04:01:36.025Z","repository_link":"https://github.com/brightwind-dev/brightwind/blob/master/setup.py","dependencies":[{"id":6914577796,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=0.24.0,","direct":true,"kind":"runtime","optional":false},{"id":6914577797,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.4","direct":true,"kind":"runtime","optional":false},{"id":6914577798,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.19.1","direct":true,"kind":"runtime","optional":false},{"id":6914577799,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.0.3","direct":true,"kind":"runtime","optional":false},{"id":6914577800,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.20.0","direct":true,"kind":"runtime","optional":false},{"id":6914577801,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=0.19.1","direct":true,"kind":"runtime","optional":false},{"id":6914577802,"package_name":"pytest","ecosystem":"pypi","requirements":"\u003e=","direct":true,"kind":"runtime","optional":false},{"id":6914577803,"package_name":"six","ecosystem":"pypi","requirements":"\u003e=","direct":true,"kind":"runtime","optional":false},{"id":6914577804,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"\u003e=2.8.0","direct":true,"kind":"runtime","optional":false},{"id":6914577805,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"\u003e=7.4.2","direct":true,"kind":"runtime","optional":false},{"id":6914577806,"package_name":"ipython","ecosystem":"pypi","requirements":"\u003e=7.4.0","direct":true,"kind":"runtime","optional":false},{"id":6914577807,"package_name":"gmaps","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":6914577808,"package_name":"boto3","ecosystem":"pypi","requirements":"\u003e=1.9.66","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/tests.yml","sha":null,"kind":"manifest","created_at":"2024-01-08T01:56:48.878Z","updated_at":"2024-01-08T01:56:48.878Z","repository_link":"https://github.com/brightwind-dev/brightwind/blob/master/.github/workflows/tests.yml","dependencies":[{"id":15488464413,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":15488464414,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]}],"score":14.601492128816638,"created_at":"2023-09-11T14:52:07.453Z","updated_at":"2026-04-06T16:30:23.822Z","avatar_url":"https://github.com/brightwind-dev.png","language":"Python","category":"Renewable Energy","sub_category":"Wind Energy","monthly_downloads":760,"total_dependent_repos":1,"total_dependent_packages":0,"readme":"--------------\n```\n     __         _       __    __           _           __\n    / /_  _____(_)___  / /_  / /__      __(_)___  ___ / /\n   / __ \\/ ___/ / __ \\/ __ \\/ __/ | /| / / / __ \\/ __  /\n  / /_/ / /  / / /_/ / / / / /_ | |/ |/ / / / / / /_/ /\n /_.___/_/  /_/\\__, /_/ /_/\\__/ |__/|__/_/_/ /_/\\__,_/\n              /____/\n ```\n\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;**A Python library primarily for wind resource assessments.**\n\n--------------\n\n\u003cbr\u003e\n\nBrightwind is a Python library specifically built for wind analysis. It can load in wind speed, wind direction and \nother metrological timeseries data. There are various plots you can use to understand this data and to find any \npotential issues. You can perform many common functions to the data such as shear and long-term adjustments. The \nresulting adjusted data is then outputted as a frequency distribution tab file which can be used in wind analysis \nsoftware such as WAsP.\n\nThis library can also be used for solar resource analysis.\n\n\u003cbr\u003e\n\n---\n### Installation\n\nYou can use pip from the command line to install the library.\n\n```\nC:\\Users\\Stephen\u003e pip install brightwind\n```\nIt is advisable to use a separate environment to avoid any dependency clashes with other libraries such as Pandas, Numpy \nor Matplotlib you may already have installed.\n\n\u003cbr\u003e\n\nFor those that do not have Python installed and are just getting started, we recommend installing Anaconda. Anaconda is \na Python distribution for scientific computing and so provides everything you need, Python, pip and Jupyter Notebook \nalong with libraries such as Pandas, Numpy and Matplotlib. Datacamp provide a good tutorial for [installing \nAnaconda on Windows](https://www.datacamp.com/tutorial/installing-anaconda-windows) to get started.\n\nOnce Anaconda is installed, you can use the **Anaconda Prompt** to run the above command line `pip install brightwind`. \nOr first use **Anaconda Navigator** to create an environment.\n\n---\n### Documentation\n\nDocumentation on how to get setup and use the library can be found at https://brightwind-dev.github.io/brightwind-docs/\n\n\u003cbr\u003e\n\nExample usage of the brightwind library is shown below using Jupyter Notebook. Jupyter Notebook is a powerful way to \nimmediately see the results of code you have written.\n\u003cbr\u003e\n\n\u003cp\u003e\n\n![demo_image_1](read_me_1.png)\n![demo_image_2](read_me_2.png)\n\u003c/p\u003e\n\n\n\n\n\u003cbr\u003e\n\n##### Features\nThe library provides wind analysts with easy to use tools for working with\nmeteorological data. It supports loading of meteorological data, averaging,\nfiltering, plotting, correlations, shear analysis, long term adjustments, etc.\nThe library can then export a resulting long term adjusted tab file to be used in\nother wind analysis software.\n\n\u003cbr\u003e\n\n##### Benefits\nThe key benefits to an open-source library is that it provides complete transparency\nand traceability. Anyone in the industry can review any part of the code and suggest changes,\nthus creating a standardised, validated toolkit for the industry.\n\nBy default, during an assessment every manipulation or adjustment made to the wind data is\ncontained in a single file. This can easily be reviewed and checked by internal reviewers or,\nas the underlying code is open-sourced, there is no reason why this file cannot be sent to\n3rd parties for review thus increasing the effectiveness of a banks due diligence.\n\n\u003cbr\u003e\n\n##### License\nThe library is licensed under the MIT license.\n\n\u003cbr\u003e\n\n---\n### Test datasets\nA test dataset is included in this repository and is used to demonstrate function and test functions in the code. \nOther files and datasets are also included to complement this demo dataset. These are outlined below:\n\n\u003cbr\u003e\n\n| Dataset               | Source           | Notes  |\n|:--------------------- |:-------------|:-----|\n| demo_data.csv         | BrightWind | A modified 2 year met mast dataset in csv and Campbell Scientific format. |\n| MERRA-2_XX_2000-01-01_2017-06-30.csv | NASA [GES DISC](https://disc.gsfc.nasa.gov/) | 4 x MERRA-2 18-yr datasets to complement the demo data for long term analyses. |\n| demo_cleaning_file.csv | BrightWind | A file containing information on what periods to clean out from the demo data. |\n| windographer_flagging_log.txt | BrightWind | The same cleaning info as found in 'demo_cleaning_file.csv' formatted as a Windographer flagging file. |\n| demo_data_iea43_wra_data_model.json | BrightWind | A JSON file formatted according to the IEA Wind Task 43 [WRA Data Model](https://github.com/IEA-Task-43/digital_wra_data_standard) standard which describes the mast configuration for the demo data. |\n\n\u003cbr\u003e\n\n---\n### Contributing\nIf you wish to be involved or find out more please contact stephen@brightwindanalysis.com.\n\nMore information can be found in the [contributing.md](https://github.com/brightwind-dev/brightwind/blob/master/contributing.md) section of the website.\n\n\u003cbr\u003e\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://ost.ecosyste.ms/api/v1/projects/19832","html_url":"https://ost.ecosyste.ms/projects/19832"}