{"id":61444,"name":"pydap","description":"An implementation of the Opendap/DODS protocol, written from scratch in pure Python, that allows researchers to access NASA Earth science data from a variety of programs.","url":"https://github.com/pydap/pydap","last_synced_at":"2026-04-07T02:02:18.031Z","repository":{"id":8776841,"uuid":"10464231","full_name":"pydap/pydap","owner":"pydap","description":"A Python library implementing the Data Access Protocol (DAP, aka OPeNDAP).","archived":false,"fork":false,"pushed_at":"2026-02-03T00:08:59.000Z","size":35359,"stargazers_count":153,"open_issues_count":67,"forks_count":91,"subscribers_count":15,"default_branch":"main","last_synced_at":"2026-02-03T06:40:45.483Z","etag":null,"topics":["dap","data","dods","opendap","science"],"latest_commit_sha":null,"homepage":"https://pydap.github.io/pydap/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"ShenJianShou/crawler_samples","license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pydap.png","metadata":{"files":{"readme":"README.md","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":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":"2013-06-03T20:42:50.000Z","updated_at":"2026-02-02T23:21:52.000Z","dependencies_parsed_at":"2024-05-02T02:10:54.281Z","dependency_job_id":"1573ce64-901a-4cc0-a904-d9632c4fa0fb","html_url":"https://github.com/pydap/pydap","commit_stats":{"total_commits":629,"total_committers":38,"mean_commits":16.55263157894737,"dds":0.6391096979332274,"last_synced_commit":"f42c02df8858f6ea4c89b4646d62bc9c5e53e36d"},"previous_names":["robertodealmeida/pydap"],"tags_count":17,"template":false,"template_full_name":null,"purl":"pkg:github/pydap/pydap","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pydap","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29092969,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-04T03:31:03.593Z","status":"ssl_error","status_checked_at":"2026-02-04T03:29:50.742Z","response_time":62,"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":"pydap","name":"pydap","uuid":"19211449","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/19211449?v=4","repositories_count":8,"last_synced_at":"2024-04-16T05:40:56.292Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/pydap","funding_links":[],"total_stars":132,"followers":2,"following":0,"created_at":"2022-11-05T13:05:25.617Z","updated_at":"2024-04-16T05:40:58.771Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pydap","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pydap/repositories"},"packages":[{"id":2868940,"name":"pydap","ecosystem":"pypi","description":"A pure python implementation of the Data Access Protocol.","homepage":null,"licenses":"The MIT License\n        \n        Copyright (c) 2003-2010 Roberto De Almeida\n        \n        Permission is hereby granted, free of charge, to any person obtaining a copy\n        of this software and associated documentation files (the \"Software\"), to deal\n        in the Software without restriction, including without limitation the rights\n        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n        copies of the Software, and to permit persons to whom the Software is\n        furnished to do so, subject to the following conditions:\n        \n        The above copyright notice and this permission notice shall be included in\n        all copies or substantial portions of the Software.\n        \n        THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n        THE SOFTWARE.\n        ","normalized_licenses":["Other"],"repository_url":"https://github.com/pydap/pydap","keywords_array":[],"namespace":null,"versions_count":53,"first_release_published_at":"2008-12-21T22:27:24.000Z","latest_release_published_at":"2025-10-03T19:19:53.000Z","latest_release_number":"3.5.8","last_synced_at":"2025-10-30T11:01:41.528Z","created_at":"2022-04-10T12:11:32.330Z","updated_at":"2025-10-30T11:01:41.528Z","registry_url":"https://pypi.org/project/pydap/","install_command":"pip install pydap --index-url https://pypi.org/simple","documentation_url":"https://pydap.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: MacOS","Operating System :: Microsoft :: Windows","Operating System :: POSIX","Programming Language :: Python","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.13","Topic :: Internet :: WWW/HTTP :: WSGI","Topic :: Scientific/Engineering"],"normalized_name":"pydap","project_status":null},"repo_metadata":{"id":8776841,"uuid":"10464231","full_name":"pydap/pydap","owner":"pydap","description":"A Python library implementing the Data Access Protocol (DAP, aka OPeNDAP).","archived":false,"fork":false,"pushed_at":"2024-10-18T22:28:28.000Z","size":25693,"stargazers_count":138,"open_issues_count":55,"forks_count":87,"subscribers_count":16,"default_branch":"main","last_synced_at":"2024-10-29T20:38:55.850Z","etag":null,"topics":["dap","data","dods","opendap","science"],"latest_commit_sha":null,"homepage":"https://pydap.github.io/pydap/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"ShenJianShou/crawler_samples","license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pydap.png","metadata":{"files":{"readme":"README.md","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2013-06-03T20:42:50.000Z","updated_at":"2024-10-18T22:28:33.000Z","dependencies_parsed_at":"2024-05-02T02:10:54.281Z","dependency_job_id":"1573ce64-901a-4cc0-a904-d9632c4fa0fb","html_url":"https://github.com/pydap/pydap","commit_stats":{"total_commits":615,"total_committers":42,"mean_commits":"14.642857142857142","dds":0.6308943089430894,"last_synced_commit":"2789ed031349885471ced169b48a93ab84c52333"},"previous_names":[],"tags_count":9,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pydap","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222131004,"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":"pydap","name":"pydap","uuid":"19211449","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/19211449?v=4","repositories_count":8,"last_synced_at":"2024-04-16T05:40:56.292Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/pydap","funding_links":[],"total_stars":132,"followers":2,"following":0,"created_at":"2022-11-05T13:05:25.617Z","updated_at":"2024-04-16T05:40:58.771Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pydap","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pydap/repositories"},"tags":[{"name":"3.5","sha":"a466953f3942503f124c233ee5cf05865f553121","kind":"commit","published_at":"2024-08-16T20:32:53.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.5","html_url":"https://github.com/pydap/pydap/releases/tag/3.5","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.5/manifests"},{"name":"3.4.1","sha":"c62f298fe00852cf09b9f19495b1488e50e5f468","kind":"commit","published_at":"2023-05-19T19:16:31.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.4.1","html_url":"https://github.com/pydap/pydap/releases/tag/3.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.4.1/manifests"},{"name":"3.4.0","sha":"9dea9e01055c578451218122f28981c683d30060","kind":"tag","published_at":"2023-04-05T21:52:14.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.4.0","html_url":"https://github.com/pydap/pydap/releases/tag/3.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.4.0/manifests"},{"name":"3.3.0","sha":"bbafc7a101f96c3b49358f2a5f7bfe593f7a3e6f","kind":"commit","published_at":"2022-02-01T13:57:18.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.3.0","html_url":"https://github.com/pydap/pydap/releases/tag/3.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.3.0/manifests"},{"name":"3.2.2","sha":"3d963f976592c9e0d4642e013669522d2d91bef6","kind":"commit","published_at":"2017-05-24T22:18:20.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.2.2","html_url":"https://github.com/pydap/pydap/releases/tag/3.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.2.2/manifests"},{"name":"3.2.1","sha":"84273bf521ac625c19c2f603529cebd6523e9d61","kind":"commit","published_at":"2017-03-29T02:09:11.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.2.1","html_url":"https://github.com/pydap/pydap/releases/tag/3.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.2.1/manifests"},{"name":"3.2.0","sha":"ff61ed07f82ef89be6ed8cbb8cb59a6d27e46f1b","kind":"commit","published_at":"2016-12-01T22:32:16.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.2.0","html_url":"https://github.com/pydap/pydap/releases/tag/3.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.2.0/manifests"},{"name":"Marinexplore","sha":"45cf1a5d29ff12fb2535aab0fae31bc3116fb34a","kind":"tag","published_at":"2013-12-03T16:20:25.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/Marinexplore","html_url":"https://github.com/pydap/pydap/releases/tag/Marinexplore","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/Marinexplore","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/Marinexplore/manifests"},{"name":"3.1.1","sha":"50a3ff73ef02db17def0325f3f31e06865751356","kind":"tag","published_at":"2013-11-14T18:17:18.000Z","download_url":"https://codeload.github.com/pydap/pydap/tar.gz/3.1.1","html_url":"https://github.com/pydap/pydap/releases/tag/3.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/tags/3.1.1/manifests"}]},"repo_metadata_updated_at":"2024-10-29T23:17:22.793Z","dependent_packages_count":18,"downloads":89447,"downloads_period":"last-month","dependent_repos_count":57,"rankings":{"downloads":1.7459737243855764,"dependent_repos_count":1.9647487163042074,"dependent_packages_count":0.7515975112250941,"stargazers_count":null,"forks_count":null,"docker_downloads_count":2.5771291516233137,"average":1.759862275884548},"purl":"pkg:pypi/pydap","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pydap","docker_dependents_count":6,"docker_downloads_count":970,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pydap","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pydap/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-10-29T19:34:56.136Z","issues_count":133,"pull_requests_count":101,"avg_time_to_close_issue":18930421.30107527,"avg_time_to_close_pull_request":11396073.722772278,"issues_closed_count":93,"pull_requests_closed_count":101,"pull_request_authors_count":22,"issue_authors_count":42,"avg_comments_per_issue":1.924812030075188,"avg_comments_per_pull_request":1.306930693069307,"merged_pull_requests_count":81,"bot_issues_count":0,"bot_pull_requests_count":6,"past_year_issues_count":72,"past_year_pull_requests_count":59,"past_year_avg_time_to_close_issue":1308168.576923077,"past_year_avg_time_to_close_pull_request":299262.406779661,"past_year_issues_closed_count":52,"past_year_pull_requests_closed_count":59,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":7,"past_year_avg_comments_per_issue":1.2361111111111112,"past_year_avg_comments_per_pull_request":1.2033898305084747,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":6,"past_year_merged_pull_requests_count":56,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/issues","maintainers":[{"login":"Mikejmnez","count":113,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Mikejmnez"},{"login":"captainkirk99","count":34,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/captainkirk99"},{"login":"jgallagher59701","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jgallagher59701"},{"login":"owenlittlejohns","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/owenlittlejohns"},{"login":"tomkralidis","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tomkralidis"},{"login":"ndp-opendap","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ndp-opendap"},{"login":"jameshiebert","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jameshiebert"},{"login":"laliberte","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/laliberte"},{"login":"NiklasPhabian","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/NiklasPhabian"}],"active_maintainers":[{"login":"Mikejmnez","count":113,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Mikejmnez"},{"login":"jgallagher59701","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jgallagher59701"},{"login":"ndp-opendap","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ndp-opendap"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydap/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydap/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydap/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydap/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pydap/codemeta","maintainers":[{"uuid":"roberto","login":"roberto","name":null,"email":null,"url":null,"packages_count":68,"html_url":"https://pypi.org/user/roberto/","role":null,"created_at":"2022-12-17T12:43:08.534Z","updated_at":"2022-12-17T12:43:08.534Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/roberto/packages"},{"uuid":"Stephan.Hoyer","login":"Stephan.Hoyer","name":null,"email":null,"url":null,"packages_count":33,"html_url":"https://pypi.org/user/Stephan.Hoyer/","role":null,"created_at":"2022-12-17T12:43:08.592Z","updated_at":"2022-12-17T12:43:08.592Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/Stephan.Hoyer/packages"},{"uuid":"jamesmhiebert","login":"jamesmhiebert","name":null,"email":null,"url":null,"packages_count":17,"html_url":"https://pypi.org/user/jamesmhiebert/","role":null,"created_at":"2022-12-17T12:43:08.484Z","updated_at":"2022-12-17T12:43:08.484Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/jamesmhiebert/packages"},{"uuid":"captainkirk99","login":"captainkirk99","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/captainkirk99/","role":null,"created_at":"2022-12-17T12:43:08.572Z","updated_at":"2022-12-17T12:43:08.572Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/captainkirk99/packages"},{"uuid":"owenlittlejohns","login":"owenlittlejohns","name":null,"email":null,"url":null,"packages_count":5,"html_url":"https://pypi.org/user/owenlittlejohns/","role":null,"created_at":"2023-04-08T01:43:42.935Z","updated_at":"2023-04-08T01:43:42.935Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/owenlittlejohns/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":745764,"maintainers_count":316548,"namespaces_count":0,"keywords_count":245871,"github":"pypi","metadata":{"funded_packages_count":52290},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-10-29T05:45:24.783Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}},{"id":5290229,"name":"pydap","ecosystem":"conda","description":null,"homepage":"https://pydap.github.io/pydap/intro.html","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/pydap/pydap","keywords_array":[],"namespace":null,"versions_count":5,"first_release_published_at":"2022-10-03T15:49:30.793Z","latest_release_published_at":"2022-02-01T19:24:44.000Z","latest_release_number":"3.3.0","last_synced_at":"2025-10-29T20:07:00.142Z","created_at":"2022-10-03T15:49:30.785Z","updated_at":"2025-10-29T20:07:00.142Z","registry_url":"https://anaconda.org/conda-forge/pydap","install_command":"conda install -c conda-forge pydap","documentation_url":null,"metadata":{},"repo_metadata":{},"repo_metadata_updated_at":"2023-03-22T07:25:53.529Z","dependent_packages_count":9,"downloads":null,"downloads_period":null,"dependent_repos_count":54,"rankings":{"downloads":null,"dependent_repos_count":4.830580368281851,"dependent_packages_count":6.447427516343131,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.639003942312491},"purl":"pkg:conda/pydap?repository_url=https://conda-forge.org","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/conda/pydap","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/conda/pydap","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/conda/pydap/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydap/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydap/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydap/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydap/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/pydap/codemeta","maintainers":[],"registry":{"name":"conda-forge.org","url":"https://conda-forge.org","ecosystem":"conda","default":false,"packages_count":20636,"maintainers_count":0,"namespaces_count":0,"keywords_count":13539,"github":"conda-forge","metadata":{"kind":"conda-forge","key":"CondaForge","api":"https://conda.anaconda.org"},"icon_url":"https://github.com/conda-forge.png","created_at":"2022-10-03T15:37:08.743Z","updated_at":"2025-10-30T15:32:42.079Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/namespaces"}}],"commits":{"id":1373304,"full_name":"pydap/pydap","default_branch":"main","total_commits":709,"total_committers":39,"total_bot_commits":15,"total_bot_committers":2,"mean_commits":18.17948717948718,"dds":0.6798307475317349,"past_year_total_commits":94,"past_year_total_committers":4,"past_year_total_bot_commits":9,"past_year_total_bot_committers":2,"past_year_mean_commits":23.5,"past_year_dds":0.1063829787234043,"last_synced_at":"2025-10-29T04:50:31.626Z","last_synced_commit":"bf038fe62b6bdb6bd0d8e2bc5597da9d7a93b5f9","created_at":"2023-09-13T15:28:06.469Z","updated_at":"2025-10-29T04:50:10.743Z","committers":[{"name":"Roberto De Almeida","email":"roberto@dealmeida.net","login":"betodealmeida","count":227},{"name":"Frederic Laliberte","email":"laliberte.frederic@gmail.com","login":"laliberte","count":185},{"name":"Miguel Jimenez","email":"mjimenez@opendap.org","login":"Mikejmnez","count":130},{"name":"James Hiebert","email":"james@hiebert.name","login":"jameshiebert","count":56},{"name":"Edward Hartnett","email":"Edward.Hartnett@noaa.gov","login":"edwardhartnett","count":24},{"name":"Tom Kralidis","email":"tomkralidis@gmail.com","login":"tomkralidis","count":11},{"name":"ocefpaf","email":"ocefpaf@gmail.com","login":"ocefpaf","count":9},{"name":"Ghislain Antony Vaillant","email":"ghisvail","login":"ghisvail","count":8},{"name":"pre-commit-ci[bot]","email":"66853113+pre-commit-ci[bot]","login":"pre-commit-ci[bot]","count":8},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":7},{"name":"Owen Littlejohns","email":"owen.m.littlejohns@nasa.gov","login":"owenlittlejohns","count":7},{"name":"James Gallagher","email":"jgallagher@opendap.org","login":"jgallagher59701","count":3},{"name":"Juan Luis Cano Rodríguez","email":"juanlu001@gmail.com","login":"astrojuanlu","count":3},{"name":"Ray Bell","email":"rayjohnbell0@gmail.com","login":"raybellwaves","count":2},{"name":"Michael Bunsen","email":"notbot@gmail.com","login":"mihow","count":2},{"name":"Lewis John McGibbney","email":"lewis.mcgibbney@gmail.com","login":"lewismc","count":2},{"name":"Christian Skarby","email":"christian.skarby@met.no","login":"cskarby","count":2},{"name":"Daniel Gray","email":"dan@technigami.com","login":null,"count":2},{"name":"Aleksandar Jelenak","email":"ajelenak@hdfgroup.org","login":"ajelenak","count":1},{"name":"nathanlcarlson","email":"22420382+nathanlcarlson","login":"nathanlcarlson","count":1},{"name":"kikocorreoso","email":"kikocorreoso","login":"kikocorreoso","count":1},{"name":"epifanio","email":"epiesasha@me.com","login":"epifanio","count":1},{"name":"anthonybaxter","email":"anthonybaxter@gmail.com","login":"anthonybaxter","count":1},{"name":"Will Holmgren","email":"william.holmgren@gmail.com","login":"wholmgren","count":1},{"name":"Trevor James Smith","email":"10819524+Zeitsperre","login":"Zeitsperre","count":1},{"name":"Tobias Kölling","email":"tobi@die70.de","login":"d70-t","count":1},{"name":"Stephan Hoyer","email":"shoyer@gmail.com","login":"shoyer","count":1},{"name":"SiggyF","email":"f.baart@gmail.com","login":"SiggyF","count":1},{"name":"Shreyas Cholia","email":"shreyas@gmail.com","login":"shreddd","count":1},{"name":"Sebastian Krieger","email":"sebastian@nublia.com","login":"regeirk","count":1},{"name":"Ryan Abernathey","email":"ryan.abernathey@gmail.com","login":"rabernat","count":1},{"name":"Romain Beucher","email":"romain.beucher@anu.edu.au","login":"rbeucher","count":1},{"name":"Rich Signell","email":"rsignell@usgs.gov","login":"rsignell-usgs","count":1},{"name":"Nathan Potter","email":"ndp@opendap.org","login":"ndp-opendap","count":1},{"name":"Mike McCann","email":"MBARIMike@gmail.com","login":"MBARIMike","count":1},{"name":"Jonas Gliß","email":"jonasgliss@gmail.com","login":"jgliss","count":1},{"name":"Hugo","email":"hugovk","login":"hugovk","count":1},{"name":"Danny","email":"flackattack@gmail.com","login":"flackdl","count":1},{"name":"Amanda Yoshiizumi","email":"mandy.yoshiizumi@gmail.com","login":"mandyellow","count":1}],"past_year_committers":[{"name":"Miguel Jimenez","email":"mjimenez@opendap.org","login":"Mikejmnez","count":84},{"name":"pre-commit-ci[bot]","email":"66853113+pre-commit-ci[bot]","login":"pre-commit-ci[bot]","count":7},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":2},{"name":"Trevor James Smith","email":"10819524+Zeitsperre","login":"Zeitsperre","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-10-29T00:00:18.766Z","repositories_count":6089584,"commits_count":922516440,"contributors_count":35983866,"owners_count":1109633,"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":"pydap/pydap","html_url":"https://github.com/pydap/pydap","last_synced_at":"2025-10-29T01:06:54.805Z","status":null,"issues_count":204,"pull_requests_count":293,"avg_time_to_close_issue":11746408.195652174,"avg_time_to_close_pull_request":7119258.671698113,"issues_closed_count":138,"pull_requests_closed_count":265,"pull_request_authors_count":23,"issue_authors_count":47,"avg_comments_per_issue":1.4362745098039216,"avg_comments_per_pull_request":0.9010238907849829,"merged_pull_requests_count":231,"bot_issues_count":0,"bot_pull_requests_count":24,"past_year_issues_count":84,"past_year_pull_requests_count":154,"past_year_avg_time_to_close_issue":943289.0943396227,"past_year_avg_time_to_close_pull_request":242147.87121212122,"past_year_issues_closed_count":53,"past_year_pull_requests_closed_count":132,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":8,"past_year_avg_comments_per_issue":0.9166666666666666,"past_year_avg_comments_per_pull_request":0.5909090909090909,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":12,"past_year_merged_pull_requests_count":126,"created_at":"2023-09-13T15:28:36.635Z","updated_at":"2025-10-29T01:06:54.806Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydap%2Fpydap/issues","issue_labels_count":{"enhancement":21,"documentation":11,"bug":10,"tests":6,"docs":4,"confirmed":2,"invalid":2,"build":1,"feature":1,"dependencies":1},"pull_request_labels_count":{"dependencies":14,"github_actions":2,"documentation":2,"enhancement":1,"docs":1},"issue_author_associations_count":{"COLLABORATOR":148,"NONE":39,"MEMBER":9,"CONTRIBUTOR":8},"pull_request_author_associations_count":{"COLLABORATOR":241,"CONTRIBUTOR":33,"NONE":16,"MEMBER":3},"issue_authors":{"Mikejmnez":126,"captainkirk99":18,"jgallagher59701":5,"ndp-opendap":3,"tomkralidis":3,"jayvdb":2,"mathause":2,"JimFluke":2,"jondoesntgit":2,"rabernat":2,"albertotb":2,"tennlee":2,"jaythespacehound":1,"raybellwaves":1,"Gilaverbuch":1,"peterazmanov":1,"svniemeijer":1,"MHee":1,"jgliss":1,"headtr1ck":1,"amotl":1,"QuLogic":1,"GregoirePelegrin":1,"jameshiebert":1,"faridfarhat":1,"wholmgren":1,"keewis":1,"thisistaimur":1,"ayushnag":1,"wallinb":1,"pauleckhardt":1,"alex-700":1,"captcha1":1,"evertrol":1,"jerabaul29":1,"a-schneider-fmi":1,"laliberte":1,"jjrob":1,"peterazmanov-wawa":1,"epifanio":1,"ghost":1,"anthonyatDLR":1,"battistowx":1,"jalbert10NJ":1,"shreddd":1,"cskarby":1,"veenstrajelmer":1},"pull_request_authors":{"Mikejmnez":219,"captainkirk99":16,"pre-commit-ci[bot]":12,"dependabot[bot]":12,"owenlittlejohns":4,"pauleckhardt":4,"jgallagher59701":3,"shreddd":3,"crossi202":2,"facutuesca":2,"Zeitsperre":2,"raphaeljolivet":2,"raybellwaves":2,"neishm":1,"tirkarthi":1,"anthonybaxter":1,"ndp-opendap":1,"NiklasPhabian":1,"d70-t":1,"cskarby":1,"rbeucher":1,"jgliss":1,"huang06":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-10-29T00:00:18.463Z","repositories_count":11242444,"issues_count":34943166,"pull_requests_count":113347232,"authors_count":11042040,"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":8,"bug":7,"documentation":6,"feature":1,"invalid":1},"past_year_pull_request_labels_count":{"dependencies":2,"github_actions":2,"documentation":2,"enhancement":1},"past_year_issue_author_associations_count":{"COLLABORATOR":78,"NONE":6},"past_year_pull_request_author_associations_count":{"COLLABORATOR":140,"CONTRIBUTOR":13,"NONE":1},"past_year_issue_authors":{"Mikejmnez":76,"ndp-opendap":2,"alex-700":1,"ayushnag":1,"headtr1ck":1,"JimFluke":1,"peterazmanov-wawa":1,"svniemeijer":1},"past_year_pull_request_authors":{"Mikejmnez":140,"pre-commit-ci[bot]":10,"Zeitsperre":2,"dependabot[bot]":2},"maintainers":[{"login":"Mikejmnez","count":345,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Mikejmnez"},{"login":"captainkirk99","count":34,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/captainkirk99"},{"login":"jgallagher59701","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jgallagher59701"},{"login":"ndp-opendap","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ndp-opendap"},{"login":"owenlittlejohns","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/owenlittlejohns"},{"login":"tomkralidis","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tomkralidis"},{"login":"NiklasPhabian","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/NiklasPhabian"},{"login":"jameshiebert","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jameshiebert"},{"login":"laliberte","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/laliberte"}],"active_maintainers":[{"login":"Mikejmnez","count":216,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Mikejmnez"},{"login":"ndp-opendap","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ndp-opendap"}]},"events":{"total":{"CreateEvent":74,"ReleaseEvent":6,"IssuesEvent":133,"WatchEvent":9,"DeleteEvent":67,"IssueCommentEvent":157,"PushEvent":250,"PullRequestReviewCommentEvent":11,"PullRequestEvent":145,"PullRequestReviewEvent":24,"ForkEvent":2},"last_year":{"CreateEvent":72,"ReleaseEvent":5,"IssuesEvent":121,"WatchEvent":9,"DeleteEvent":66,"IssueCommentEvent":125,"PushEvent":245,"PullRequestReviewCommentEvent":11,"PullRequestReviewEvent":22,"PullRequestEvent":136,"ForkEvent":2}},"keywords":["dap","data","dods","opendap","science"],"dependencies":[{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-08-28T22:11:55.034Z","updated_at":"2022-08-28T22:11:55.034Z","repository_link":"https://github.com/pydap/pydap/blob/main/setup.py","dependencies":[{"id":3067188402,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3067188403,"package_name":"Webob","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3067188404,"package_name":"Jinja2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3067188405,"package_name":"docopt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3067188406,"package_name":"six","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3067188407,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":3067188408,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish_to_pypi.yml","sha":null,"kind":"manifest","created_at":"2024-03-24T06:42:42.859Z","updated_at":"2024-03-24T06:42:42.859Z","repository_link":"https://github.com/pydap/pydap/blob/main/.github/workflows/publish_to_pypi.yml","dependencies":[{"id":17007035235,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":17007035242,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":17007035247,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/run_tests_macos.yml","sha":null,"kind":"manifest","created_at":"2024-03-24T06:42:43.258Z","updated_at":"2024-03-24T06:42:43.258Z","repository_link":"https://github.com/pydap/pydap/blob/main/.github/workflows/run_tests_macos.yml","dependencies":[{"id":17007035856,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":17007035857,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/run_tests_ubuntu.yml","sha":null,"kind":"manifest","created_at":"2024-03-24T06:42:43.361Z","updated_at":"2024-03-24T06:42:43.361Z","repository_link":"https://github.com/pydap/pydap/blob/main/.github/workflows/run_tests_ubuntu.yml","dependencies":[{"id":17007035955,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":17007035956,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-04-13T17:04:15.958Z","updated_at":"2024-04-13T17:04:15.958Z","repository_link":"https://github.com/pydap/pydap/blob/main/pyproject.toml","dependencies":[{"id":17399086562,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17399086563,"package_name":"Webob","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17399086570,"package_name":"Jinja2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17399086571,"package_name":"docopt-ng","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17399086575,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17399086576,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pre-commit.yml","sha":null,"kind":"manifest","created_at":"2024-05-02T02:10:47.470Z","updated_at":"2024-05-02T02:10:47.470Z","repository_link":"https://github.com/pydap/pydap/blob/main/.github/workflows/pre-commit.yml","dependencies":[{"id":17842167839,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":17842167840,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":17842167841,"package_name":"pre-commit/action","ecosystem":"actions","requirements":"v3.0.1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"ci/environment.yml","sha":null,"kind":"manifest","created_at":"2024-05-02T02:10:47.617Z","updated_at":"2024-05-02T02:10:47.617Z","repository_link":"https://github.com/pydap/pydap/blob/main/ci/environment.yml","dependencies":[{"id":17842167842,"package_name":"werkzeug","ecosystem":"pypi","requirements":"\u003e=2.2.2","direct":true,"kind":"runtime","optional":false},{"id":17842167843,"package_name":"cryptography","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17842167844,"package_name":"webtest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17842168516,"package_name":"gsw","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17842169797,"package_name":"coards","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17842169798,"package_name":"testresources","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17842169799,"package_name":"requests-mock","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"docs/environment.yml","sha":null,"kind":"manifest","created_at":"2024-05-02T02:10:52.991Z","updated_at":"2024-05-02T02:10:52.991Z","repository_link":"https://github.com/pydap/pydap/blob/main/docs/environment.yml","dependencies":[]}],"score":20.47102333814125,"created_at":"2023-09-13T13:29:10.368Z","updated_at":"2026-04-07T02:02:18.048Z","avatar_url":"https://github.com/pydap.png","language":"Python","category":"Sustainable Development","sub_category":"Data Catalogs and Interfaces","monthly_downloads":89447,"total_dependent_repos":111,"total_dependent_packages":27,"readme":"pydap\n=====\n[![Ubuntu CI](https://github.com/pydap/pydap/actions/workflows/run_tests_ubuntu.yml/badge.svg\n)](https://github.com/pydap/pydap/actions/workflows/run_tests_ubuntu.yml)\n[![MacOS CI](https://github.com/pydap/pydap/actions/workflows/run_tests_macos.yml/badge.svg\n)](https://github.com/pydap/pydap/actions/workflows/run_tests_macos.yml)\n[![Python](https://img.shields.io/pypi/pyversions/pydap.svg)](https://pypi.python.org/pypi/pydap/)\n[![PyPI](https://img.shields.io/pypi/v/pydap.svg?maxAge=2592000?style=plastic)](https://pypi.python.org/pypi/pydap/)\n[![conda forge](https://anaconda.org/conda-forge/pydap/badges/version.svg)](https://anaconda.org/conda-forge/pydap)\n[![black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![license](https://img.shields.io/github/license/mashape/apistatus.svg)](https://github.com/pydap/pydap)\n[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/pydap/pydap/main.svg)](https://results.pre-commit.ci/latest/github/pydap/pydap/main)\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.14010567.svg)](https://doi.org/10.5281/zenodo.14010567)\n\n\nWhat is pydap?\n----------\n[pydap](https://pydap.github.io/pydap/) is an open-source implementation of the OPeNDAP protocol, written from scratch in pure Python. You can use `pydap` to access scientific data available on the many OPeNDAP servers publicly-available through the internet. Because pydap supports remote and lazy evaluation, you can access the data without having to download it; Instead, you work with special array and iterable objects that download data on-the-fly as necessary, saving bandwidth and time. The module also comes with a robust-but-lightweight OPeNDAP server, implemented as a WSGI application.\n\nWhy pydap?\n----------\nOriginally developed in the 2000s, `pydap` is one of the oldest open-source Python projects available and is routinely developed and maintained by the OPeNDAP community at large. In addition, `pydap` is a long-recognized backend engine (and dependency) for [xarray](https://github.com/pydata/xarray) and chances are you have used `pydap` in the past without knowing it.\n\nQuickstart\n----------\n`pydap` is a lightweight python package that you can use in either of the two modalities: a client and as a server. You can install the latest version using [pip](http://pypi.python.org/pypi/pip). After [installing pip](http://www.pip-installer.org/en/latest/installing.html) you can install `pydap` with this command:\n\n```bash\n    $ pip install pydap\n```\nThis will install pydap together with all the required dependencies.\n\n`pydap` is also available through [Anaconda](https://www.anaconda.com/). Below we install `pydap` and its required dependencies, along with common additional packages in a fresh conda environment named `\"pydap\"`:\n\n```bash\n    $ conda create -n pydap -c conda-forge python=3.11 pydap numpy jupyterlab ipython netCDF4 scipy matplotlib\n```\nNow you simply activate the pydap environment:\n```bash\n    $ conda activate pydap\n```\n\n\u003e [!NOTE]\n\u003e If you have `mamba` installed, you can replace `conda` in the commands with `mamba`.\n\nYou can now use pydap as a client and open any remotely served dataset, and `pydap` will download the accessed data on-the-fly as needed. For example consider [this](http://test.opendap.org:8080/opendap/catalog/ghrsst/20210102090000-JPL-L4_GHRSST-SSTfnd-MUR-GLOB-v02.0-fv04.1.nc.dmr.html) dataset currently hosted on OPeNDAP's Hyrax data server\n\n```python\n    from pydap.client import open_url\n    pyds = open_url('http://test.opendap.org:8080/opendap/catalog/ghrsst/20210102090000-JPL-L4_GHRSST-SSTfnd-MUR-GLOB-v02.0-fv04.1.nc', protocol='dap4')\n    pyds.tree()\n```\n```python\n    .20210102090000-JPL-L4_GHRSST-SSTfnd-MUR-GLOB-v02.0-fv04.1.nc\n    ├──time\n    ├──lat\n    ├──lon\n    ├──analysed_sst\n    ├──analysis_error\n    ├──mask\n    ├──sea_ice_fraction\n    ├──dt_1km_data\n    └──sst_anomaly\n```\n```python\n    pyds['sst_anomaly'].shape\n```\n```python\n    (1, 17999, 36000)\n```\n\n\u003e [!NOTE]\n\u003e In the example above, no data was downloaded, it was all lazily evaluated using OPeNDAP's DMR (DAP4) metadata representation. For more information, please check the documentation on [using pydap as a client](https://pydap.github.io/pydap/client.html).\n\n`pydap` also comes with a simple server, implemented as a [WSGI]( http://wsgi.org/) application. To use it, you first need to install the server and optionally a data handler:\n\n## Running pydap as a Server\n\n```bash\n    $ pip install \"pydap[server,netcdf]\"\n```\n\nThis will install the necessary dependencies for running pydap as a server, along with extra dependencies for handling [netCDF4](https://www.unidata.ucar.edu/software/netcdf/) dataset. Now create a directory for your server data.\n\nTo run the server just issue the command:\n\n```bash\n    $ pydap --data ./myserver/data/ --port 8001 --workers 4 --threads 4\n```\n\nThis will start a standalone server running on the default http://localhost:8001/, serving netCDF files from ``./myserver/data/`` Since the server uses the [WSGI](http://wsgi.org/) standard, pydap uses by default one (1) worker and one (1)  thread, but these can be defined by the user like in the case above (four (4) workers and four (4) threads). `pydap` can also easily be run behind Apache.\n\nThe [server documentation](https://pydap.github.io/pydap/server.html) has more information on how to better deploy `pydap`.\n\n## Documentation\n\nFor more information, see [the pydap documentation](https://pydap.github.io/pydap/).\n\n## Help and Community\n\nIf you need any help with `pydap`, open an issue in this repository. You can also email the [mailing list](http://groups.google.com/group/pydap/). Finally, if you have a broader OPeNDAP access question, you can reach the OPeNDAP team on the [OPeNDAP Discourse](https://opendap.discourse.group/)!\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.14010567"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["climate","weather","pangeo","geospatial-data","oceanography","data-catalog","data-access","compressed","climate-model","climate-science"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/61444","html_url":"https://ost.ecosyste.ms/projects/61444"}