{"id":46098,"name":"Pace","description":"A implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the GT4Py domain-specific language in Python.","url":"https://github.com/ai2cm/pace","last_synced_at":"2026-04-14T20:30:25.733Z","repository":{"id":37272033,"uuid":"392106887","full_name":"ai2cm/pace","owner":"ai2cm","description":"Implementation of the FV3GFS / SHiELD atmospheric model in Python","archived":false,"fork":false,"pushed_at":"2024-04-23T15:27:34.000Z","size":20057,"stargazers_count":38,"open_issues_count":21,"forks_count":11,"subscribers_count":4,"default_branch":"main","last_synced_at":"2026-03-11T07:51:33.442Z","etag":null,"topics":["climate-modeling","hpc","python"],"latest_commit_sha":null,"homepage":"https://ai2cm.github.io/pace/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ai2cm.png","metadata":{"files":{"readme":"README.md","changelog":"changed_from_main.py","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","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":"2021-08-02T22:05:11.000Z","updated_at":"2025-06-18T13:23:00.000Z","dependencies_parsed_at":"2023-09-21T19:29:57.841Z","dependency_job_id":"d75199d5-b540-48ea-b56a-932fbe5eaac5","html_url":"https://github.com/ai2cm/pace","commit_stats":{"total_commits":1118,"total_committers":29,"mean_commits":38.55172413793103,"dds":0.8470483005366727,"last_synced_commit":"6a46e69818cf1b340f09ed57c260fed64b06cfdc"},"previous_names":[],"tags_count":9,"template":false,"template_full_name":null,"purl":"pkg:github/ai2cm/pace","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai2cm","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/sbom","scorecard":{"id":172610,"data":{"date":"2025-08-11","repo":{"name":"github.com/ai2cm/pace","commit":"6a46e69818cf1b340f09ed57c260fed64b06cfdc"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.9,"checks":[{"name":"Code-Review","score":7,"reason":"Found 22/30 approved changesets -- score normalized to 7","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"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":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"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.md:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.md: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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: containerImage not pinned by hash: docker/postprocessing.Dockerfile:1: pin your Docker image by updating ubuntu:22.04 to ubuntu:22.04@sha256:1aa979d85661c488ce030ac292876cf6ed04535d3a237e49f61542d8e5de5ae0","Warn: pipCommand not pinned by hash: Dockerfile:14","Warn: pipCommand not pinned by hash: Dockerfile:18","Warn: pipCommand not pinned by hash: Dockerfile:22-23","Warn: pipCommand not pinned by hash: docker/postprocessing.Dockerfile:51","Warn: pipCommand not pinned by hash: examples/Dockerfile:34","Warn: pipCommand not pinned by hash: examples/Dockerfile:40-42","Warn: pipCommand not pinned by hash: examples/Dockerfile:40-42","Warn: pipCommand not pinned by hash: examples/Dockerfile:49-61","Warn: pipCommand not pinned by hash: .jenkins/actions/lint.sh:6","Warn: pipCommand not pinned by hash: .jenkins/install_virtualenv.sh:35","Warn: pipCommand not pinned by hash: .jenkins/install_virtualenv.sh:38","Warn: pipCommand not pinned by hash: driver/examples/create_venv.sh:15","Warn: pipCommand not pinned by hash: driver/examples/create_venv.sh:16","Warn: pipCommand not pinned by hash: examples/build_scripts/build_gaea.sh:24","Warn: pipCommand not pinned by hash: examples/build_scripts/build_gaea.sh:27","Warn: pipCommand not pinned by hash: examples/build_scripts/build_ppan.sh:29","Warn: pipCommand not pinned by hash: examples/build_scripts/build_ppan.sh:32","Warn: pipCommand not pinned by hash: examples/build_scripts/build_ppan.sh:38","Warn: pipCommand not pinned by hash: examples/build_scripts/build_ppan.sh:46","Warn: pipCommand not pinned by hash: external/daint_venv/install.sh:30","Warn: pipCommand not pinned by hash: external/daint_venv/install.sh:31","Warn: pipCommand not pinned by hash: external/daint_venv/install.sh:37","Warn: pipCommand not pinned by hash: external/daint_venv/install.sh:39","Warn: pipCommand not pinned by hash: fv3core/examples/standalone/benchmarks/run_on_daint.sh:191","Warn: pipCommand not pinned by hash: util/.jenkins/jenkins.sh:58","Warn: pipCommand not pinned by hash: util/.jenkins/jenkins.sh:59","Warn: pipCommand not pinned by hash: util/.jenkins/jenkins.sh:60","Warn: pipCommand not pinned by hash: util/.jenkins/jenkins.sh:61","Warn: pipCommand not pinned by hash: util/.jenkins/test_util.sh:34","Warn: pipCommand not pinned by hash: util/.jenkins/test_util.sh:36","Info:   2 out of   3 containerImage dependencies pinned","Info:   0 out of  30 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":"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":1,"reason":"9 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","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-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2022-43017 / GHSA-qwmp-2cf2-g9g6"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"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":"2025-08-16T16:57:16.183Z","repository_id":37272033,"created_at":"2025-08-16T16:57:16.183Z","updated_at":"2025-08-16T16:57:16.183Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31691503,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-11T13:07:20.380Z","status":"ssl_error","status_checked_at":"2026-04-11T13:06:47.903Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"ai2cm","name":"ai2cm","uuid":"55798839","kind":"organization","description":"AI2 Climate Modeling","email":null,"website":"https://allenai.org/climate-modeling","location":"Seattle WA, USA","twitter":"ai2_climate","company":null,"icon_url":"https://avatars.githubusercontent.com/u/55798839?v=4","repositories_count":26,"last_synced_at":"2023-03-03T19:43:00.047Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ai2cm","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T05:06:54.570Z","updated_at":"2023-03-03T19:43:00.090Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai2cm","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai2cm/repositories"},"packages":[{"id":11729193,"name":"github.com/ai2cm/pace","ecosystem":"go","description":null,"homepage":null,"licenses":"apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/ai2cm/pace","keywords_array":[],"namespace":null,"versions_count":2,"first_release_published_at":"2022-09-14T18:19:52.000Z","latest_release_published_at":"2022-12-20T18:25:18.000Z","latest_release_number":"v0.2.0","last_synced_at":"2026-03-13T05:02:47.489Z","created_at":"2025-06-04T10:54:22.154Z","updated_at":"2026-03-13T05:02:47.489Z","registry_url":"https://pkg.go.dev/github.com/ai2cm/pace","install_command":"go get github.com/ai2cm/pace","documentation_url":"https://pkg.go.dev/github.com/ai2cm/pace#section-documentation","metadata":{},"repo_metadata":{"id":37272033,"uuid":"392106887","full_name":"ai2cm/pace","owner":"ai2cm","description":"Implementation of the FV3GFS / SHiELD atmospheric model in Python","archived":false,"fork":false,"pushed_at":"2024-04-23T15:27:34.000Z","size":20057,"stargazers_count":37,"open_issues_count":21,"forks_count":12,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-05-31T15:58:25.335Z","etag":null,"topics":["climate-modeling","hpc","python"],"latest_commit_sha":null,"homepage":"https://ai2cm.github.io/pace/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ai2cm.png","metadata":{"files":{"readme":"README.md","changelog":"changed_from_main.py","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","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":"2021-08-02T22:05:11.000Z","updated_at":"2024-05-30T03:43:09.000Z","dependencies_parsed_at":"2023-09-21T19:29:57.841Z","dependency_job_id":"d75199d5-b540-48ea-b56a-932fbe5eaac5","html_url":"https://github.com/ai2cm/pace","commit_stats":{"total_commits":1118,"total_committers":29,"mean_commits":38.55172413793103,"dds":0.8470483005366727,"last_synced_commit":"6a46e69818cf1b340f09ed57c260fed64b06cfdc"},"previous_names":[],"tags_count":9,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai2cm","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":257702916,"owners_count":22588683,"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"}},"repo_metadata_updated_at":"2025-06-04T11:05:20.140Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.764254255794306,"dependent_packages_count":5.401293307900869,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.582773781847587},"purl":"pkg:golang/github.com/ai2cm/pace","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/ai2cm/pace","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/ai2cm/pace","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/ai2cm/pace/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-06-04T07:39:52.546Z","issues_count":22,"pull_requests_count":92,"avg_time_to_close_issue":8953486.0,"avg_time_to_close_pull_request":693764.7640449438,"issues_closed_count":9,"pull_requests_closed_count":89,"pull_request_authors_count":8,"issue_authors_count":7,"avg_comments_per_issue":1.5,"avg_comments_per_pull_request":1.5326086956521738,"merged_pull_requests_count":27,"bot_issues_count":0,"bot_pull_requests_count":53,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/issues","maintainers":[{"login":"elynnwu","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/elynnwu"},{"login":"mcgibbon","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mcgibbon"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fai2cm%2Fpace/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fai2cm%2Fpace/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fai2cm%2Fpace/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fai2cm%2Fpace/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fai2cm%2Fpace/codemeta","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":2071393,"maintainers_count":0,"namespaces_count":775453,"keywords_count":0,"github":"golang","metadata":{"funded_packages_count":53246},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2026-03-16T07:29:47.444Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}},{"id":2844035,"name":"pace-util","ecosystem":"pypi","description":"","homepage":"https://github.com/ai2cm/pace","licenses":"BSD license","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/ai2cm/pace","keywords_array":[],"namespace":null,"versions_count":3,"first_release_published_at":"2021-12-23T23:13:51.000Z","latest_release_published_at":"2022-05-03T03:52:52.000Z","latest_release_number":"0.9.0","last_synced_at":"2026-03-13T05:02:45.788Z","created_at":"2022-04-10T11:59:01.017Z","updated_at":"2026-03-13T05:02:45.788Z","registry_url":"https://pypi.org/project/pace-util/","install_command":"pip install pace-util --index-url https://pypi.org/simple","documentation_url":"https://pace-util.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 2 - Pre-Alpha","Intended Audience :: Developers","License :: OSI Approved :: BSD License","Natural Language :: English","Programming Language :: Python :: 3","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9"],"normalized_name":"pace-util","project_status":null},"repo_metadata":{"id":37272033,"uuid":"392106887","full_name":"ai2cm/pace","owner":"ai2cm","description":"Implementation of the FV3GFS / SHiELD atmospheric model in Python","archived":false,"fork":false,"pushed_at":"2024-04-23T15:27:34.000Z","size":20057,"stargazers_count":37,"open_issues_count":21,"forks_count":12,"subscribers_count":7,"default_branch":"main","last_synced_at":"2024-10-29T20:38:05.485Z","etag":null,"topics":["climate-modeling","hpc","python"],"latest_commit_sha":null,"homepage":"https://ai2cm.github.io/pace/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ai2cm.png","metadata":{"files":{"readme":"README.md","changelog":"changed_from_main.py","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","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":"2021-08-02T22:05:11.000Z","updated_at":"2024-05-30T03:43:09.000Z","dependencies_parsed_at":"2023-09-21T19:29:57.841Z","dependency_job_id":"d75199d5-b540-48ea-b56a-932fbe5eaac5","html_url":"https://github.com/ai2cm/pace","commit_stats":{"total_commits":1118,"total_committers":29,"mean_commits":38.55172413793103,"dds":0.8470483005366727,"last_synced_commit":"6a46e69818cf1b340f09ed57c260fed64b06cfdc"},"previous_names":[],"tags_count":9,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai2cm","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/refs/heads/main","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":"ai2cm","name":"ai2cm","uuid":"55798839","kind":"organization","description":"AI2 Climate Modeling","email":null,"website":"https://allenai.org/climate-modeling","location":"Seattle WA, USA","twitter":"ai2_climate","company":null,"icon_url":"https://avatars.githubusercontent.com/u/55798839?v=4","repositories_count":26,"last_synced_at":"2023-03-03T19:43:00.047Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ai2cm","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T05:06:54.570Z","updated_at":"2023-03-03T19:43:00.090Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai2cm","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai2cm/repositories"},"tags":[{"name":"v0.2.0","sha":"1df321fff296a3a4fce7e85fc285832c44552432","kind":"commit","published_at":"2022-12-20T18:25:18.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/v0.2.0","html_url":"https://github.com/ai2cm/pace/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/v0.2.0/manifests"},{"name":"c4992_4096r","sha":"93a62ceab43e5a47ca20277aaf300c3890208487","kind":"tag","published_at":"2022-12-09T00:06:44.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/c4992_4096r","html_url":"https://github.com/ai2cm/pace/releases/tag/c4992_4096r","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/c4992_4096r","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/c4992_4096r/manifests"},{"name":"v0.1.0","sha":"60f541455f01d272744f9f7cd9db97ebd1b6e04f","kind":"commit","published_at":"2022-09-14T18:19:52.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/v0.1.0","html_url":"https://github.com/ai2cm/pace/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/v0.1.0/manifests"},{"name":"util/v0.9.0","sha":"b3d605db402c7f5fc547542437bedd1bccffd327","kind":"commit","published_at":"2022-05-02T23:40:02.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/util/v0.9.0","html_url":"https://github.com/ai2cm/pace/releases/tag/util/v0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.9.0/manifests"},{"name":"util/v0.8.0","sha":"53052c4c5350c1958c3bcae2c47039b215b20041","kind":"commit","published_at":"2022-04-19T22:43:24.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/util/v0.8.0","html_url":"https://github.com/ai2cm/pace/releases/tag/util/v0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.8.0/manifests"},{"name":"util/v0.7.0","sha":"db11db43e1119cebc88a9c1dadea117a466f198e","kind":"commit","published_at":"2021-12-23T23:00:50.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/util/v0.7.0","html_url":"https://github.com/ai2cm/pace/releases/tag/util/v0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.7.0/manifests"},{"name":"util/v0.6.0","sha":"573cfab861ed07839d5c7d21b2c1da86686c7628","kind":"commit","published_at":"2021-01-26T20:59:46.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/util/v0.6.0","html_url":"https://github.com/ai2cm/pace/releases/tag/util/v0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.6.0/manifests"},{"name":"util/v0.5.1","sha":"ee583efe871a08085761704e81680000886b75e8","kind":"commit","published_at":"2020-07-28T22:01:10.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/util/v0.5.1","html_url":"https://github.com/ai2cm/pace/releases/tag/util/v0.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.5.1/manifests"},{"name":"util/v0.5.0","sha":"b5c61d8d60c63c1ac2fab3f8702e8b20639b3042","kind":"commit","published_at":"2020-07-28T19:15:04.000Z","download_url":"https://codeload.github.com/ai2cm/pace/tar.gz/util/v0.5.0","html_url":"https://github.com/ai2cm/pace/releases/tag/util/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/tags/util%2Fv0.5.0/manifests"}]},"repo_metadata_updated_at":"2024-10-29T23:16:36.343Z","dependent_packages_count":0,"downloads":248,"downloads_period":"last-month","dependent_repos_count":2,"rankings":{"downloads":10.197649813155643,"dependent_repos_count":11.798391849216776,"dependent_packages_count":7.31012528119255,"stargazers_count":11.417003731533217,"forks_count":10.55361187846656,"docker_downloads_count":null,"average":10.255356510712948},"purl":"pkg:pypi/pace-util","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pace-util","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pace-util","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pace-util/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-10-29T19:34:11.324Z","issues_count":22,"pull_requests_count":92,"avg_time_to_close_issue":8953486.0,"avg_time_to_close_pull_request":693764.7640449438,"issues_closed_count":9,"pull_requests_closed_count":89,"pull_request_authors_count":8,"issue_authors_count":7,"avg_comments_per_issue":1.5,"avg_comments_per_pull_request":1.5326086956521738,"merged_pull_requests_count":27,"bot_issues_count":0,"bot_pull_requests_count":53,"past_year_issues_count":0,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":11405417.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":1.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/issues","maintainers":[{"login":"elynnwu","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/elynnwu"},{"login":"mcgibbon","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mcgibbon"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pace-util/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pace-util/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pace-util/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pace-util/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pace-util/codemeta","maintainers":[{"uuid":"Twine","login":"Twine","name":null,"email":null,"url":null,"packages_count":6,"html_url":"https://pypi.org/user/Twine/","role":null,"created_at":"2023-02-23T13:01:22.886Z","updated_at":"2023-02-23T13:01:22.886Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/Twine/packages"},{"uuid":"nbren12","login":"nbren12","name":null,"email":null,"url":null,"packages_count":3,"html_url":"https://pypi.org/user/nbren12/","role":null,"created_at":"2023-02-23T13:01:22.507Z","updated_at":"2023-02-23T13:01:22.507Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/nbren12/packages"},{"uuid":"bhenn1983","login":"bhenn1983","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/bhenn1983/","role":null,"created_at":"2023-02-23T13:01:22.335Z","updated_at":"2023-02-23T13:01:22.335Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/bhenn1983/packages"},{"uuid":"twicky","login":"twicky","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/twicky/","role":null,"created_at":"2023-02-23T13:01:22.601Z","updated_at":"2023-02-23T13:01:22.601Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/twicky/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":816440,"maintainers_count":347804,"namespaces_count":0,"keywords_count":0,"github":"pypi","metadata":{"funded_packages_count":52868},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-03-16T05:30:40.453Z","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":624706,"full_name":"ai2cm/pace","default_branch":"main","total_commits":1118,"total_committers":23,"total_bot_commits":34,"total_bot_committers":2,"mean_commits":48.608695652173914,"dds":0.8363148479427549,"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2026-03-12T23:13:41.366Z","last_synced_commit":"6a46e69818cf1b340f09ed57c260fed64b06cfdc","created_at":"2023-03-09T08:08:18.969Z","updated_at":"2026-03-12T23:12:32.783Z","committers":[{"name":"rheacangeo","email":"55423144+rheacangeo","login":"rheacangeo","count":183},{"name":"Jeremy McGibbon","email":"jeremym@vulcan.com","login":null,"count":156},{"name":"Elynn Wu","email":"elynn510@gmail.com","login":"elynnwu","count":146},{"name":"Jeremy McGibbon","email":"mcgibbon@uw.edu","login":"mcgibbon","count":126},{"name":"Johann Dahm","email":"johannd@vulcan.com","login":"jdahm","count":96},{"name":"Tobias Wicky","email":"wicky.tob@gmail.com","login":"twicki","count":64},{"name":"eddie-c-davis","email":"22508135+eddie-c-davis","login":"eddie-c-davis","count":60},{"name":"FlorianDeconinck","email":"deconinck.florian@gmail.com","login":"FlorianDeconinck","count":52},{"name":"Rhea George","email":"RheaG@Rheas-MacBook-Pro.local","login":null,"count":50},{"name":"Chris Kung","email":"christopher.w.kung@nasa.gov","login":"gmao-ckung","count":42},{"name":"oelbert","email":"oliver.elbert36@gmail.com","login":"oelbert","count":36},{"name":"Oliver Fuhrer","email":"ofuhrer","login":"ofuhrer","count":36},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":30},{"name":"ajdas1","email":"ajdas1@gmail.com","login":"ajdas1","count":9},{"name":"Noah D Brenowitz","email":"nbren12@gmail.com","login":"nbren12","count":6},{"name":"Mark Cheeseman","email":"MarkC@vulcan.com","login":"SpiderMonkey1975","count":5},{"name":"Oliver Watt-Meyer","email":"oliwm@vulcan.com","login":null,"count":5},{"name":"Spencer Clark","email":"spencerkclark@gmail.com","login":"spencerkclark","count":4},{"name":"dependabot-preview[bot]","email":"27856297+dependabot-preview[bot]","login":"dependabot-preview[bot]","count":4},{"name":"Brian Henn","email":"brianhenn@allenai.org","login":"brianhenn","count":4},{"name":"Eddie Davis","email":"eddied@vulcan.com","login":null,"count":2},{"name":"Anna Kwa","email":"annak@vulcan.com","login":null,"count":1},{"name":"yniederm","email":"yannickn@student.ethz.ch","login":"yniederm","count":1}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-16T00:00:25.424Z","repositories_count":6204054,"commits_count":934833794,"contributors_count":36184273,"owners_count":1149392,"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":"ai2cm/pace","html_url":"https://github.com/ai2cm/pace","last_synced_at":"2026-02-12T15:01:53.115Z","status":"error","issues_count":22,"pull_requests_count":92,"avg_time_to_close_issue":8953486.0,"avg_time_to_close_pull_request":693764.7640449438,"issues_closed_count":9,"pull_requests_closed_count":89,"pull_request_authors_count":8,"issue_authors_count":7,"avg_comments_per_issue":1.5,"avg_comments_per_pull_request":1.5326086956521738,"merged_pull_requests_count":27,"bot_issues_count":0,"bot_pull_requests_count":53,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-14T21:48:56.302Z","updated_at":"2026-02-12T15:01:53.115Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai2cm%2Fpace/issues","issue_labels_count":{"refactor":6,"enhancement":5,"bug":3,"question":2},"pull_request_labels_count":{"dependencies":51,"blocked":2,"duplicate":1},"issue_author_associations_count":{"CONTRIBUTOR":15,"COLLABORATOR":6,"NONE":1},"pull_request_author_associations_count":{"CONTRIBUTOR":75,"COLLABORATOR":16},"issue_authors":{"jdahm":8,"elynnwu":4,"FlorianDeconinck":4,"mcgibbon":2,"brianhenn":2,"miaoneng":1,"twicki":1},"pull_request_authors":{"dependabot[bot]":51,"jdahm":9,"elynnwu":9,"mcgibbon":7,"FlorianDeconinck":7,"twicki":6,"ajdas1":1,"oelbert":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-17T00:00:06.634Z","repositories_count":13768938,"issues_count":34678532,"pull_requests_count":113282680,"authors_count":11205778,"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":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"elynnwu","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/elynnwu"},{"login":"mcgibbon","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mcgibbon"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":1,"ForkEvent":1},"last_year":{"WatchEvent":1,"ForkEvent":1}},"keywords":["climate-modeling","hpc","python"],"dependencies":[{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2023-02-18T07:15:38.412Z","updated_at":"2023-02-18T07:15:38.412Z","repository_link":"https://github.com/ai2cm/pace/blob/main/Dockerfile","dependencies":[{"id":7756262785,"package_name":"python","ecosystem":"docker","requirements":"3.8.13-bullseye@sha256","direct":true,"kind":"build","optional":false}]},{"ecosystem":"docker","filepath":"examples/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-02-18T07:15:38.452Z","updated_at":"2023-02-18T07:15:38.452Z","repository_link":"https://github.com/ai2cm/pace/blob/main/examples/Dockerfile","dependencies":[{"id":7756262886,"package_name":"ubuntu","ecosystem":"docker","requirements":"20.04@sha256","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"requirements_dev.txt","sha":null,"kind":"manifest","created_at":"2023-02-18T07:15:38.483Z","updated_at":"2023-02-18T07:15:38.483Z","repository_link":"https://github.com/ai2cm/pace/blob/main/requirements_dev.txt","dependencies":[{"id":7756263001,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263002,"package_name":"pytest-subtests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263012,"package_name":"pytest-regressions","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263013,"package_name":"pytest-profiling","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263017,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263018,"package_name":"nbmake","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263024,"package_name":"mpi4py","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263040,"package_name":"xarray","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263044,"package_name":"zarr","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263049,"package_name":"dask","ecosystem":"pypi","requirements":"\u003e=2021.10.0","direct":true,"kind":"development","optional":false},{"id":7756263063,"package_name":"netCDF4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263066,"package_name":"cftime","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":7756263067,"package_name":"fv3config","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"development","optional":false},{"id":7756263068,"package_name":"dace","ecosystem":"pypi","requirements":"\u003e=0.14","direct":true,"kind":"development","optional":false},{"id":7756263072,"package_name":"f90nml","ecosystem":"pypi","requirements":"\u003e=1.1.0","direct":true,"kind":"development","optional":false},{"id":7756263097,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.15","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"requirements_docs.txt","sha":null,"kind":"manifest","created_at":"2023-02-18T07:15:38.534Z","updated_at":"2023-02-18T07:15:38.534Z","repository_link":"https://github.com/ai2cm/pace/blob/main/requirements_docs.txt","dependencies":[{"id":7756263179,"package_name":"recommonmark","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263180,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=1.4","direct":true,"kind":"runtime","optional":false},{"id":7756263181,"package_name":"sphinx-argparse","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263189,"package_name":"sphinx_rtd_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263191,"package_name":"sphinx-gallery","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements_lint.txt","sha":null,"kind":"manifest","created_at":"2023-02-18T07:15:38.571Z","updated_at":"2023-02-18T07:15:38.571Z","repository_link":"https://github.com/ai2cm/pace/blob/main/requirements_lint.txt","dependencies":[{"id":7756263258,"package_name":"pre-commit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"util/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-18T07:15:38.612Z","updated_at":"2023-02-18T07:15:38.612Z","repository_link":"https://github.com/ai2cm/pace/blob/main/util/requirements.txt","dependencies":[{"id":7756263573,"package_name":"bump2version","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263577,"package_name":"wheel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263579,"package_name":"flake8","ecosystem":"pypi","requirements":"==3.8.4","direct":true,"kind":"runtime","optional":false},{"id":7756263580,"package_name":"mypy","ecosystem":"pypi","requirements":"==0.790","direct":true,"kind":"runtime","optional":false},{"id":7756263581,"package_name":"tox","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263584,"package_name":"coverage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263585,"package_name":"f90nml","ecosystem":"pypi","requirements":"\u003e=1.1.0","direct":true,"kind":"runtime","optional":false},{"id":7756263586,"package_name":"appdirs","ecosystem":"pypi","requirements":"\u003e=1.4.0","direct":true,"kind":"runtime","optional":false},{"id":7756263587,"package_name":"sphinx_rtd_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263588,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263589,"package_name":"pytest-subtests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263590,"package_name":"gcsfs","ecosystem":"pypi","requirements":"\u003e=0.7.0","direct":true,"kind":"runtime","optional":false},{"id":7756263596,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263597,"package_name":"numcodecs","ecosystem":"pypi","requirements":"\u003e=0.7.2","direct":true,"kind":"runtime","optional":false},{"id":7756263601,"package_name":"h5py","ecosystem":"pypi","requirements":"\u003e=2.10.0","direct":true,"kind":"runtime","optional":false},{"id":7756263603,"package_name":"h5netcdf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7756263608,"package_name":"dask","ecosystem":"pypi","requirements":"\u003e=2021.10.0","direct":true,"kind":"runtime","optional":false},{"id":7756263609,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.15.","direct":true,"kind":"runtime","optional":false},{"id":7756263610,"package_name":"toolz","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"driver/setup.py","sha":null,"kind":"manifest","created_at":"2023-09-21T19:29:52.925Z","updated_at":"2023-09-21T19:29:52.925Z","repository_link":"https://github.com/ai2cm/pace/blob/main/driver/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"dsl/setup.py","sha":null,"kind":"manifest","created_at":"2023-09-21T19:29:53.833Z","updated_at":"2023-09-21T19:29:53.833Z","repository_link":"https://github.com/ai2cm/pace/blob/main/dsl/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"fv3core/setup.py","sha":null,"kind":"manifest","created_at":"2023-09-21T19:29:54.403Z","updated_at":"2023-09-21T19:29:54.403Z","repository_link":"https://github.com/ai2cm/pace/blob/main/fv3core/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"physics/setup.py","sha":null,"kind":"manifest","created_at":"2023-09-21T19:29:54.759Z","updated_at":"2023-09-21T19:29:54.759Z","repository_link":"https://github.com/ai2cm/pace/blob/main/physics/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-09-21T19:29:55.100Z","updated_at":"2023-09-21T19:29:55.100Z","repository_link":"https://github.com/ai2cm/pace/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"stencils/setup.py","sha":null,"kind":"manifest","created_at":"2023-09-21T19:29:55.968Z","updated_at":"2023-09-21T19:29:55.968Z","repository_link":"https://github.com/ai2cm/pace/blob/main/stencils/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"util/setup.py","sha":null,"kind":"manifest","created_at":"2023-09-21T19:29:56.761Z","updated_at":"2023-09-21T19:29:56.761Z","repository_link":"https://github.com/ai2cm/pace/blob/main/util/setup.py","dependencies":[]}],"score":12.750365926853405,"created_at":"2023-09-13T08:45:13.482Z","updated_at":"2026-04-14T20:30:25.742Z","avatar_url":"https://github.com/ai2cm.png","language":"Python","category":"Atmosphere","sub_category":"Atmospheric Composition and Dynamics","monthly_downloads":248,"total_dependent_repos":2,"total_dependent_packages":0,"readme":"[![CircleCI][circleci-shield]][circleci-url]\n[![Contributors][contributors-shield]][contributors-url]\n[![Stargazers][stars-shield]][stars-url]\n[![Issues][issues-shield]][issues-url]\n[![Apache License][license-shield]][license-url]\n\n# Pace\n\n\u003e ⚠️ **READ-ONLY REPOSITORY** ⚠️\n\u003e\n\u003e Original development until `v0.2` was executed under AI2 patronage. Maintenance and further development has been taken over by NOAA-GFDL and can be reached  [here](https://github.com/NOAA-GFDL/pace).\n\nPace is an implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the GT4Py domain-specific language in Python. The model can be run on a laptop using Python-based backend or on thousands of heterogeneous compute nodes of a large supercomputer.\n\nFull Sphinx documentation can be found at [https://ai2cm.github.io/pace/](https://ai2cm.github.io/pace/).\n\n## Quickstart - bare metal\n\n### Build\n\nPace requires GCC \u003e 9.2, MPI, and Python 3.8 on your system, and CUDA is required to run with a GPU backend. You will also need the headers of the boost libraries in your `$PATH` (boost itself does not need to be installed).\n\n```shell\ncd BOOST/ROOT\nwget https://boostorg.jfrog.io/artifactory/main/release/1.79.0/source/boost_1_79_0.tar.gz\ntar -xzf boost_1_79_0.tar.gz\nmkdir -p boost_1_79_0/include\nmv boost_1_79_0/boost boost_1_79_0/include/\nexport BOOST_ROOT=BOOST/ROOT/boost_1_79_0\n```\n\nWhen cloning Pace you will need to update the repository's submodules as well:\n\n```shell\ngit clone --recursive https://github.com/ai2cm/pace.git\n```\n\nor if you have already cloned the repository:\n\n```\ngit submodule update --init --recursive\n```\n\nWe recommend creating a python `venv` or conda environment specifically for Pace.\n\n```shell\npython3 -m venv venv_name\nsource venv_name/bin/activate\n```\n\nInside of your pace `venv` or conda environment pip install the Python requirements, GT4Py, and Pace:\n\n```shell\npip3 install -r requirements_dev.txt -c constraints.txt\n```\n\nShell scripts to install Pace on specific machines such as Gaea can be found in `examples/build_scripts/`.\n\n### Run\n\nWith the environment activated, you can run an example baroclinic test case with the following command:\n\n```shell\nmpirun -n 6 python3 -m pace.driver.run driver/examples/configs/baroclinic_c12.yaml\n\n# or with oversubscribe if you do not have at least 6 cores\nmpirun -n 6 --oversubscribe python3 -m pace.driver.run driver/examples/configs/baroclinic_c12.yaml\n```\n\nAfter the run completes, you will see an output direcotry `output.zarr`. An example to visualize the output is provided in `driver/examples/plot_output.py`. See the [driver example](driver/examples/README.md) section for more details.\n\n## Quickstart - Docker\n\n### Build\n\nWhile it is possible to install and build pace bare-metal, we can ensure all system libraries are installed with the correct versions by using a Docker container to test and develop pace.\n\nFirst, you will need to update the git submodules so that any dependencies are cloned and at the correct version:\n\n```shell\ngit submodule update --init --recursive\n```\n\nThen build the `pace` docker image at the top level.\n\n```shell\nmake build\n```\n\n### Run\n\n```shell\nmake dev\nmpirun --mca btl_vader_single_copy_mechanism none -n 6 python3 -m pace.driver.run /pace/driver/examples/configs/baroclinic_c12.yaml\n```\n\n## Running translate tests\n\nSee the [translate tests](stencils/pace/stencils/testing/README.md) section for more information.\n\n## Repository structure\n\nThe top-level directory contains the main components of pace such as the dynamical core, the physical parameterizations and utilities.\n\nThis git repository is laid out as a mono-repo, containing multiple independent projects. Because of this, it is important not to introduce unintended dependencies between projects. The graph below indicates a project depends on another by an arrow pointing from the parent project to its dependency. For example, the tests for fv3core should be able to run with only files contained under the fv3core and util projects, and should not access any files in the driver or physics packages. Only the top-level tests in Pace are allowed to read all files.\n\n![Graph of interdependencies of Pace modules, generated from dependences.dot](./dependencies.svg)\n\n## ML emulation\n\nAn example of integration of an ML model replacing the microphysics parametrization is available on the `feature/microphysics-emulator` branch.\n\n[circleci-shield]: https://dl.circleci.com/status-badge/img/gh/ai2cm/pace/tree/main.svg?style=svg\n[circleci-url]: https://dl.circleci.com/status-badge/redirect/gh/ai2cm/pace/tree/main\n[contributors-shield]: https://img.shields.io/github/contributors/ai2cm/pace.svg\n[contributors-url]: https://github.com/ai2cm/pace/graphs/contributors\n[stars-shield]: https://img.shields.io/github/stars/ai2cm/pace.svg\n[stars-url]: https://github.com/ai2cm/pace/stargazers\n[issues-shield]: https://img.shields.io/github/issues/ai2cm/pace.svg\n[issues-url]: https://github.com/ai2cm/pace/issues\n[license-shield]: https://img.shields.io/github/license/ai2cm/pace.svg\n[license-url]: https://github.com/ai2cm/pace/blob/main/LICENSE.md\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["climate"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/46098","html_url":"https://ost.ecosyste.ms/projects/46098"}