{"id":201414,"name":null,"description":"Benchmarks for CytoTable and related.","url":"https://github.com/cytomining/cytotable-benchmarks","last_synced_at":"2025-09-10T05:44:26.046Z","repository":{"id":177181027,"uuid":"657309524","full_name":"cytomining/CytoTable-benchmarks","owner":"cytomining","description":"Benchmarks for CytoTable and related.","archived":false,"fork":false,"pushed_at":"2025-05-15T15:34:41.000Z","size":8228,"stargazers_count":0,"open_issues_count":2,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-01T10:42:19.841Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cytomining.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-06-22T19:27:41.000Z","updated_at":"2025-05-15T15:34:45.000Z","dependencies_parsed_at":"2023-10-26T16:29:21.713Z","dependency_job_id":null,"html_url":"https://github.com/cytomining/CytoTable-benchmarks","commit_stats":null,"previous_names":["cytomining/cytotable-benchmarks"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cytomining/CytoTable-benchmarks","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2FCytoTable-benchmarks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2FCytoTable-benchmarks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2FCytoTable-benchmarks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2FCytoTable-benchmarks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cytomining","download_url":"https://codeload.github.com/cytomining/CytoTable-benchmarks/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2FCytoTable-benchmarks/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274418002,"owners_count":25281228,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-10T02:00:12.551Z","response_time":83,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"cytomining","name":"cytomining","uuid":"19327357","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/19327357?v=4","repositories_count":27,"last_synced_at":"2024-03-26T15:05:50.600Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/cytomining","funding_links":[],"total_stars":252,"followers":21,"following":0,"created_at":"2022-11-03T23:13:01.208Z","updated_at":"2024-03-26T15:05:50.939Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cytomining","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cytomining/repositories"},"packages":[],"commits":{"id":10016937,"full_name":"cytomining/cytotable-benchmarks","default_branch":"main","committers":[{"name":"d33bs","email":"dave.bunten@cuanschutz.edu","login":"d33bs","count":24}],"total_commits":24,"total_committers":1,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":24.0,"dds":0.0,"past_year_committers":[{"name":"Dave Bunten","email":"dave.bunten@cuanschutz.edu","login":"d33bs","count":3}],"past_year_total_commits":3,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":3.0,"past_year_dds":0.0,"last_synced_at":"2025-05-27T06:41:32.858Z","last_synced_commit":"f9311e5b60ca144c462fdf91762c043b654efc7d","created_at":"2025-05-20T17:24:38.763Z","updated_at":"2025-05-27T06:41:32.859Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2Fcytotable-benchmarks/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-10T00:25:43.995Z","repositories_count":5546454,"commits_count":878156807,"contributors_count":32467252,"owners_count":919946,"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":"cytomining/cytotable-benchmarks","html_url":"https://github.com/cytomining/cytotable-benchmarks","last_synced_at":"2025-09-09T08:39:41.291Z","status":null,"issues_count":3,"pull_requests_count":12,"avg_time_to_close_issue":57812102.0,"avg_time_to_close_pull_request":1156451.9,"issues_closed_count":1,"pull_requests_closed_count":10,"pull_request_authors_count":1,"issue_authors_count":1,"avg_comments_per_issue":0.3333333333333333,"avg_comments_per_pull_request":0.9166666666666666,"merged_pull_requests_count":10,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":7,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":100617.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":5,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.8571428571428571,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":5,"created_at":"2025-05-20T17:24:39.041Z","updated_at":"2025-09-09T08:39:41.293Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2Fcytotable-benchmarks","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cytomining%2Fcytotable-benchmarks/issues","issue_labels_count":{"enhancement":2},"pull_request_labels_count":{},"issue_author_associations_count":{"MEMBER":3},"pull_request_author_associations_count":{"MEMBER":12},"issue_authors":{"d33bs":3},"pull_request_authors":{"d33bs":12},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-10T00:00:25.260Z","repositories_count":10198638,"issues_count":32085755,"pull_requests_count":101563920,"authors_count":10742772,"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":2},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"MEMBER":2},"past_year_pull_request_author_associations_count":{"MEMBER":7},"past_year_issue_authors":{"d33bs":2},"past_year_pull_request_authors":{"d33bs":7},"maintainers":[{"login":"d33bs","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/d33bs"}],"active_maintainers":[{"login":"d33bs","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/d33bs"}]},"events":{"total":{"CreateEvent":1,"ReleaseEvent":1,"IssuesEvent":7,"IssueCommentEvent":9,"PushEvent":3,"PullRequestReviewCommentEvent":6,"PullRequestReviewEvent":9,"PullRequestEvent":6},"last_year":{"CreateEvent":1,"ReleaseEvent":1,"IssuesEvent":7,"IssueCommentEvent":9,"PushEvent":3,"PullRequestReviewCommentEvent":6,"PullRequestReviewEvent":9,"PullRequestEvent":6}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/arrow-benchmarks.yml","sha":null,"kind":"manifest","created_at":"2023-10-26T16:28:47.286Z","updated_at":"2023-10-26T16:28:47.286Z","repository_link":"https://github.com/cytomining/CytoTable-benchmarks/blob/main/.github/workflows/arrow-benchmarks.yml","dependencies":[{"id":14281561355,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":14281561356,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"poetry.lock","sha":null,"kind":"lockfile","created_at":"2023-10-26T16:28:47.395Z","updated_at":"2023-10-26T16:28:47.395Z","repository_link":"https://github.com/cytomining/CytoTable-benchmarks/blob/main/poetry.lock","dependencies":[{"id":14281561360,"package_name":"aiofiles","ecosystem":"pypi","requirements":"22.1.0","direct":false,"kind":null,"optional":false},{"id":14281561361,"package_name":"aiosqlite","ecosystem":"pypi","requirements":"0.19.0","direct":false,"kind":null,"optional":false},{"id":14281561677,"package_name":"anyio","ecosystem":"pypi","requirements":"3.7.1","direct":false,"kind":null,"optional":false},{"id":14281561678,"package_name":"appnope","ecosystem":"pypi","requirements":"0.1.3","direct":false,"kind":null,"optional":false},{"id":14281561679,"package_name":"argon2-cffi","ecosystem":"pypi","requirements":"23.1.0","direct":false,"kind":null,"optional":false},{"id":14281561680,"package_name":"argon2-cffi-bindings","ecosystem":"pypi","requirements":"21.2.0","direct":false,"kind":null,"optional":false},{"id":14281561681,"package_name":"arrow","ecosystem":"pypi","requirements":"1.2.3","direct":false,"kind":null,"optional":false},{"id":14281561682,"package_name":"asttokens","ecosystem":"pypi","requirements":"2.2.1","direct":false,"kind":null,"optional":false},{"id":14281561683,"package_name":"astunparse","ecosystem":"pypi","requirements":"1.6.3","direct":false,"kind":null,"optional":false},{"id":14281561684,"package_name":"attrs","ecosystem":"pypi","requirements":"23.1.0","direct":false,"kind":null,"optional":false},{"id":14281561685,"package_name":"azure-core","ecosystem":"pypi","requirements":"1.29.2","direct":false,"kind":null,"optional":false},{"id":14281562067,"package_name":"azure-storage-blob","ecosystem":"pypi","requirements":"12.17.0","direct":false,"kind":null,"optional":false},{"id":14281562433,"package_name":"babel","ecosystem":"pypi","requirements":"2.12.1","direct":false,"kind":null,"optional":false},{"id":14281562434,"package_name":"backcall","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":null,"optional":false},{"id":14281562435,"package_name":"bcrypt","ecosystem":"pypi","requirements":"4.0.1","direct":false,"kind":null,"optional":false},{"id":14281562436,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"4.12.2","direct":false,"kind":null,"optional":false},{"id":14281562437,"package_name":"black","ecosystem":"pypi","requirements":"23.7.0","direct":false,"kind":null,"optional":false},{"id":14281562438,"package_name":"bleach","ecosystem":"pypi","requirements":"6.0.0","direct":false,"kind":null,"optional":false},{"id":14281562439,"package_name":"boto3","ecosystem":"pypi","requirements":"1.7.84","direct":false,"kind":null,"optional":false},{"id":14281562440,"package_name":"botocore","ecosystem":"pypi","requirements":"1.10.84","direct":false,"kind":null,"optional":false},{"id":14281562441,"package_name":"cachetools","ecosystem":"pypi","requirements":"5.3.1","direct":false,"kind":null,"optional":false},{"id":14281562442,"package_name":"certifi","ecosystem":"pypi","requirements":"2023.7.22","direct":false,"kind":null,"optional":false},{"id":14281562443,"package_name":"cffi","ecosystem":"pypi","requirements":"1.15.1","direct":false,"kind":null,"optional":false},{"id":14281562444,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"3.2.0","direct":false,"kind":null,"optional":false},{"id":14281562445,"package_name":"click","ecosystem":"pypi","requirements":"8.1.6","direct":false,"kind":null,"optional":false},{"id":14281562446,"package_name":"cloudpathlib","ecosystem":"pypi","requirements":"0.13.0","direct":false,"kind":null,"optional":false},{"id":14281562529,"package_name":"colorama","ecosystem":"pypi","requirements":"0.4.6","direct":false,"kind":null,"optional":false},{"id":14281562530,"package_name":"comm","ecosystem":"pypi","requirements":"0.1.4","direct":false,"kind":null,"optional":false},{"id":14281562531,"package_name":"contourpy","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":null,"optional":false},{"id":14281562532,"package_name":"cryptography","ecosystem":"pypi","requirements":"41.0.3","direct":false,"kind":null,"optional":false},{"id":14281562533,"package_name":"cycler","ecosystem":"pypi","requirements":"0.11.0","direct":false,"kind":null,"optional":false},{"id":14281562534,"package_name":"cytotable","ecosystem":"pypi","requirements":"0.0.1","direct":false,"kind":null,"optional":false},{"id":14281562571,"package_name":"debugpy","ecosystem":"pypi","requirements":"1.6.7.post1","direct":false,"kind":null,"optional":false},{"id":14281562572,"package_name":"decorator","ecosystem":"pypi","requirements":"5.1.1","direct":false,"kind":null,"optional":false},{"id":14281562573,"package_name":"defusedxml","ecosystem":"pypi","requirements":"0.7.1","direct":false,"kind":null,"optional":false},{"id":14281562574,"package_name":"dill","ecosystem":"pypi","requirements":"0.3.7","direct":false,"kind":null,"optional":false},{"id":14281562575,"package_name":"docutils","ecosystem":"pypi","requirements":"0.20.1","direct":false,"kind":null,"optional":false},{"id":14281562576,"package_name":"duckdb","ecosystem":"pypi","requirements":"0.8.1","direct":false,"kind":null,"optional":false},{"id":14281562602,"package_name":"exceptiongroup","ecosystem":"pypi","requirements":"1.1.3","direct":false,"kind":null,"optional":false},{"id":14281562603,"package_name":"executing","ecosystem":"pypi","requirements":"1.2.0","direct":false,"kind":null,"optional":false},{"id":14281562604,"package_name":"fastjsonschema","ecosystem":"pypi","requirements":"2.18.0","direct":false,"kind":null,"optional":false},{"id":14281562605,"package_name":"fonttools","ecosystem":"pypi","requirements":"4.42.0","direct":false,"kind":null,"optional":false},{"id":14281562606,"package_name":"fqdn","ecosystem":"pypi","requirements":"1.5.1","direct":false,"kind":null,"optional":false},{"id":14281562607,"package_name":"globus-sdk","ecosystem":"pypi","requirements":"3.27.0","direct":false,"kind":null,"optional":false},{"id":14281562800,"package_name":"google-api-core","ecosystem":"pypi","requirements":"2.11.1","direct":false,"kind":null,"optional":false},{"id":14281563787,"package_name":"google-auth","ecosystem":"pypi","requirements":"2.17.3","direct":false,"kind":null,"optional":false},{"id":14281563788,"package_name":"google-cloud-core","ecosystem":"pypi","requirements":"2.3.3","direct":false,"kind":null,"optional":false},{"id":14281563789,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"2.10.0","direct":false,"kind":null,"optional":false},{"id":14281565048,"package_name":"google-crc32c","ecosystem":"pypi","requirements":"1.5.0","direct":false,"kind":null,"optional":false},{"id":14281565049,"package_name":"google-resumable-media","ecosystem":"pypi","requirements":"2.5.0","direct":false,"kind":null,"optional":false},{"id":14281565050,"package_name":"googleapis-common-protos","ecosystem":"pypi","requirements":"1.60.0","direct":false,"kind":null,"optional":false},{"id":14281565219,"package_name":"greenlet","ecosystem":"pypi","requirements":"2.0.2","direct":false,"kind":null,"optional":false},{"id":14281565220,"package_name":"idna","ecosystem":"pypi","requirements":"3.4","direct":false,"kind":null,"optional":false},{"id":14281565221,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"6.8.0","direct":false,"kind":null,"optional":false},{"id":14281565222,"package_name":"importlib-resources","ecosystem":"pypi","requirements":"6.0.1","direct":false,"kind":null,"optional":false},{"id":14281565223,"package_name":"ipyflow","ecosystem":"pypi","requirements":"0.0.176","direct":false,"kind":null,"optional":false},{"id":14281565500,"package_name":"ipyflow-core","ecosystem":"pypi","requirements":"0.0.176","direct":false,"kind":null,"optional":false},{"id":14281565501,"package_name":"ipykernel","ecosystem":"pypi","requirements":"6.25.1","direct":false,"kind":null,"optional":false},{"id":14281565502,"package_name":"ipython","ecosystem":"pypi","requirements":"8.14.0","direct":false,"kind":null,"optional":false},{"id":14281565503,"package_name":"ipython-genutils","ecosystem":"pypi","requirements":"0.2.0","direct":false,"kind":null,"optional":false},{"id":14281565775,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"8.1.0","direct":false,"kind":null,"optional":false},{"id":14281565776,"package_name":"isodate","ecosystem":"pypi","requirements":"0.6.1","direct":false,"kind":null,"optional":false},{"id":14281565777,"package_name":"isoduration","ecosystem":"pypi","requirements":"20.11.0","direct":false,"kind":null,"optional":false},{"id":14281565778,"package_name":"isort","ecosystem":"pypi","requirements":"5.12.0","direct":false,"kind":null,"optional":false},{"id":14281565779,"package_name":"jedi","ecosystem":"pypi","requirements":"0.19.0","direct":false,"kind":null,"optional":false},{"id":14281565780,"package_name":"jinja2","ecosystem":"pypi","requirements":"3.1.2","direct":false,"kind":null,"optional":false},{"id":14281565781,"package_name":"jmespath","ecosystem":"pypi","requirements":"0.10.0","direct":false,"kind":null,"optional":false},{"id":14281565782,"package_name":"json5","ecosystem":"pypi","requirements":"0.9.14","direct":false,"kind":null,"optional":false},{"id":14281565783,"package_name":"jsonpointer","ecosystem":"pypi","requirements":"2.4","direct":false,"kind":null,"optional":false},{"id":14281565784,"package_name":"jsonschema","ecosystem":"pypi","requirements":"4.19.0","direct":false,"kind":null,"optional":false},{"id":14281565785,"package_name":"jsonschema-specifications","ecosystem":"pypi","requirements":"2023.7.1","direct":false,"kind":null,"optional":false},{"id":14281565786,"package_name":"jupyter","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":null,"optional":false},{"id":14281565787,"package_name":"jupyter-client","ecosystem":"pypi","requirements":"8.3.0","direct":false,"kind":null,"optional":false},{"id":14281565788,"package_name":"jupyter-console","ecosystem":"pypi","requirements":"6.6.3","direct":false,"kind":null,"optional":false},{"id":14281565789,"package_name":"jupyter-core","ecosystem":"pypi","requirements":"5.3.1","direct":false,"kind":null,"optional":false},{"id":14281565790,"package_name":"jupyter-events","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":null,"optional":false},{"id":14281565791,"package_name":"jupyter-server","ecosystem":"pypi","requirements":"2.7.1","direct":false,"kind":null,"optional":false},{"id":14281565792,"package_name":"jupyter-server-fileid","ecosystem":"pypi","requirements":"0.9.0","direct":false,"kind":null,"optional":false},{"id":14281565797,"package_name":"jupyter-server-terminals","ecosystem":"pypi","requirements":"0.4.4","direct":false,"kind":null,"optional":false},{"id":14281565798,"package_name":"jupyter-server-ydoc","ecosystem":"pypi","requirements":"0.8.0","direct":false,"kind":null,"optional":false},{"id":14281565799,"package_name":"jupyter-ydoc","ecosystem":"pypi","requirements":"0.2.5","direct":false,"kind":null,"optional":false},{"id":14281566682,"package_name":"jupyterlab","ecosystem":"pypi","requirements":"3.6.5","direct":false,"kind":null,"optional":false},{"id":14281566683,"package_name":"jupyterlab-code-formatter","ecosystem":"pypi","requirements":"2.2.1","direct":false,"kind":null,"optional":false},{"id":14281567230,"package_name":"jupyterlab-pygments","ecosystem":"pypi","requirements":"0.2.2","direct":false,"kind":null,"optional":false},{"id":14281567231,"package_name":"jupyterlab-server","ecosystem":"pypi","requirements":"2.24.0","direct":false,"kind":null,"optional":false},{"id":14281567232,"package_name":"jupyterlab-widgets","ecosystem":"pypi","requirements":"3.0.8","direct":false,"kind":null,"optional":false},{"id":14281567234,"package_name":"jupytext","ecosystem":"pypi","requirements":"1.15.0","direct":false,"kind":null,"optional":false},{"id":14281567235,"package_name":"kaleido","ecosystem":"pypi","requirements":"0.2.1","direct":false,"kind":null,"optional":false},{"id":14281567236,"package_name":"kiwisolver","ecosystem":"pypi","requirements":"1.4.4","direct":false,"kind":null,"optional":false},{"id":14281567237,"package_name":"markdown-it-py","ecosystem":"pypi","requirements":"3.0.0","direct":false,"kind":null,"optional":false},{"id":14281567238,"package_name":"markupsafe","ecosystem":"pypi","requirements":"2.1.3","direct":false,"kind":null,"optional":false},{"id":14281567239,"package_name":"matplotlib","ecosystem":"pypi","requirements":"3.7.2","direct":false,"kind":null,"optional":false},{"id":14281567240,"package_name":"matplotlib-inline","ecosystem":"pypi","requirements":"0.1.6","direct":false,"kind":null,"optional":false},{"id":14281567241,"package_name":"mdit-py-plugins","ecosystem":"pypi","requirements":"0.4.0","direct":false,"kind":null,"optional":false},{"id":14281567248,"package_name":"mdurl","ecosystem":"pypi","requirements":"0.1.2","direct":false,"kind":null,"optional":false},{"id":14281567249,"package_name":"memray","ecosystem":"pypi","requirements":"1.9.1","direct":false,"kind":null,"optional":false},{"id":14281567263,"package_name":"mistune","ecosystem":"pypi","requirements":"3.0.1","direct":false,"kind":null,"optional":false},{"id":14281567264,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":null,"optional":false},{"id":14281567265,"package_name":"nbclassic","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":null,"optional":false},{"id":14281567266,"package_name":"nbclient","ecosystem":"pypi","requirements":"0.8.0","direct":false,"kind":null,"optional":false},{"id":14281567267,"package_name":"nbconvert","ecosystem":"pypi","requirements":"7.7.4","direct":false,"kind":null,"optional":false},{"id":14281567268,"package_name":"nbformat","ecosystem":"pypi","requirements":"5.9.2","direct":false,"kind":null,"optional":false},{"id":14281567269,"package_name":"nest-asyncio","ecosystem":"pypi","requirements":"1.5.7","direct":false,"kind":null,"optional":false},{"id":14281567270,"package_name":"notebook","ecosystem":"pypi","requirements":"6.5.4","direct":false,"kind":null,"optional":false},{"id":14281567275,"package_name":"notebook-shim","ecosystem":"pypi","requirements":"0.2.3","direct":false,"kind":null,"optional":false},{"id":14281567276,"package_name":"numpy","ecosystem":"pypi","requirements":"1.25.2","direct":false,"kind":null,"optional":false},{"id":14281567277,"package_name":"objgraph","ecosystem":"pypi","requirements":"3.6.0","direct":false,"kind":null,"optional":false},{"id":14281567281,"package_name":"overrides","ecosystem":"pypi","requirements":"7.4.0","direct":false,"kind":null,"optional":false},{"id":14281567282,"package_name":"packaging","ecosystem":"pypi","requirements":"23.1","direct":false,"kind":null,"optional":false},{"id":14281567283,"package_name":"pandas","ecosystem":"pypi","requirements":"2.0.3","direct":false,"kind":null,"optional":false},{"id":14281567284,"package_name":"pandocfilters","ecosystem":"pypi","requirements":"1.5.0","direct":false,"kind":null,"optional":false},{"id":14281567285,"package_name":"paramiko","ecosystem":"pypi","requirements":"3.3.1","direct":false,"kind":null,"optional":false},{"id":14281567286,"package_name":"parsl","ecosystem":"pypi","requirements":"2023.8.28","direct":false,"kind":null,"optional":false},{"id":14281567287,"package_name":"parso","ecosystem":"pypi","requirements":"0.8.3","direct":false,"kind":null,"optional":false},{"id":14281567288,"package_name":"pathspec","ecosystem":"pypi","requirements":"0.11.2","direct":false,"kind":null,"optional":false},{"id":14281567289,"package_name":"pexpect","ecosystem":"pypi","requirements":"4.8.0","direct":false,"kind":null,"optional":false},{"id":14281567290,"package_name":"pickleshare","ecosystem":"pypi","requirements":"0.7.5","direct":false,"kind":null,"optional":false},{"id":14281567291,"package_name":"pillow","ecosystem":"pypi","requirements":"10.0.0","direct":false,"kind":null,"optional":false},{"id":14281567292,"package_name":"platformdirs","ecosystem":"pypi","requirements":"3.10.0","direct":false,"kind":null,"optional":false},{"id":14281567293,"package_name":"plotly","ecosystem":"pypi","requirements":"5.16.1","direct":false,"kind":null,"optional":false},{"id":14281567294,"package_name":"polars","ecosystem":"pypi","requirements":"0.18.15","direct":false,"kind":null,"optional":false},{"id":14281567295,"package_name":"prometheus-client","ecosystem":"pypi","requirements":"0.17.1","direct":false,"kind":null,"optional":false},{"id":14281567296,"package_name":"prompt-toolkit","ecosystem":"pypi","requirements":"3.0.39","direct":false,"kind":null,"optional":false},{"id":14281567297,"package_name":"protobuf","ecosystem":"pypi","requirements":"4.24.0","direct":false,"kind":null,"optional":false},{"id":14281567298,"package_name":"psutil","ecosystem":"pypi","requirements":"5.9.5","direct":false,"kind":null,"optional":false},{"id":14281567299,"package_name":"ptyprocess","ecosystem":"pypi","requirements":"0.7.0","direct":false,"kind":null,"optional":false},{"id":14281567300,"package_name":"pure-eval","ecosystem":"pypi","requirements":"0.2.2","direct":false,"kind":null,"optional":false},{"id":14281567301,"package_name":"pyarrow","ecosystem":"pypi","requirements":"12.0.1","direct":false,"kind":null,"optional":false},{"id":14281567302,"package_name":"pyasn1","ecosystem":"pypi","requirements":"0.5.0","direct":false,"kind":null,"optional":false},{"id":14281567303,"package_name":"pyasn1-modules","ecosystem":"pypi","requirements":"0.3.0","direct":false,"kind":null,"optional":false},{"id":14281567304,"package_name":"pyccolo","ecosystem":"pypi","requirements":"0.0.45","direct":false,"kind":null,"optional":false},{"id":14281567305,"package_name":"pycparser","ecosystem":"pypi","requirements":"2.21","direct":false,"kind":null,"optional":false},{"id":14281567306,"package_name":"pygments","ecosystem":"pypi","requirements":"2.16.1","direct":false,"kind":null,"optional":false},{"id":14281567307,"package_name":"pyjwt","ecosystem":"pypi","requirements":"2.8.0","direct":false,"kind":null,"optional":false},{"id":14281567308,"package_name":"pympler","ecosystem":"pypi","requirements":"1.0.1","direct":false,"kind":null,"optional":false},{"id":14281567310,"package_name":"pynacl","ecosystem":"pypi","requirements":"1.5.0","direct":false,"kind":null,"optional":false},{"id":14281567311,"package_name":"pyparsing","ecosystem":"pypi","requirements":"3.0.9","direct":false,"kind":null,"optional":false},{"id":14281567312,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"2.8.2","direct":false,"kind":null,"optional":false},{"id":14281567313,"package_name":"python-json-logger","ecosystem":"pypi","requirements":"2.0.7","direct":false,"kind":null,"optional":false},{"id":14281567314,"package_name":"pytz","ecosystem":"pypi","requirements":"2023.3","direct":false,"kind":null,"optional":false},{"id":14281567315,"package_name":"pywin32","ecosystem":"pypi","requirements":"306","direct":false,"kind":null,"optional":false},{"id":14281567316,"package_name":"pywinpty","ecosystem":"pypi","requirements":"2.0.11","direct":false,"kind":null,"optional":false},{"id":14281567317,"package_name":"pyyaml","ecosystem":"pypi","requirements":"6.0.1","direct":false,"kind":null,"optional":false},{"id":14281567318,"package_name":"pyzmq","ecosystem":"pypi","requirements":"25.1.1","direct":false,"kind":null,"optional":false},{"id":14281567319,"package_name":"qtconsole","ecosystem":"pypi","requirements":"5.4.3","direct":false,"kind":null,"optional":false},{"id":14281567320,"package_name":"qtpy","ecosystem":"pypi","requirements":"2.3.1","direct":false,"kind":null,"optional":false},{"id":14281567321,"package_name":"referencing","ecosystem":"pypi","requirements":"0.30.2","direct":false,"kind":null,"optional":false},{"id":14281567322,"package_name":"requests","ecosystem":"pypi","requirements":"2.31.0","direct":false,"kind":null,"optional":false},{"id":14281567323,"package_name":"rfc3339-validator","ecosystem":"pypi","requirements":"0.1.4","direct":false,"kind":null,"optional":false},{"id":14281567324,"package_name":"rfc3986-validator","ecosystem":"pypi","requirements":"0.1.1","direct":false,"kind":null,"optional":false},{"id":14281567325,"package_name":"rich","ecosystem":"pypi","requirements":"13.5.2","direct":false,"kind":null,"optional":false},{"id":14281567326,"package_name":"rpds-py","ecosystem":"pypi","requirements":"0.9.2","direct":false,"kind":null,"optional":false},{"id":14281567327,"package_name":"rsa","ecosystem":"pypi","requirements":"4.9","direct":false,"kind":null,"optional":false},{"id":14281567328,"package_name":"s3transfer","ecosystem":"pypi","requirements":"0.1.13","direct":false,"kind":null,"optional":false},{"id":14281567329,"package_name":"send2trash","ecosystem":"pypi","requirements":"1.8.2","direct":false,"kind":null,"optional":false},{"id":14281567330,"package_name":"setproctitle","ecosystem":"pypi","requirements":"1.3.2","direct":false,"kind":null,"optional":false},{"id":14281567331,"package_name":"six","ecosystem":"pypi","requirements":"1.16.0","direct":false,"kind":null,"optional":false},{"id":14281567332,"package_name":"sniffio","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":null,"optional":false},{"id":14281567333,"package_name":"soupsieve","ecosystem":"pypi","requirements":"2.4.1","direct":false,"kind":null,"optional":false},{"id":14281567334,"package_name":"sqlalchemy","ecosystem":"pypi","requirements":"2.0.20","direct":false,"kind":null,"optional":false},{"id":14281567335,"package_name":"stack-data","ecosystem":"pypi","requirements":"0.6.2","direct":false,"kind":null,"optional":false},{"id":14281567336,"package_name":"tblib","ecosystem":"pypi","requirements":"2.0.0","direct":false,"kind":null,"optional":false},{"id":14281567337,"package_name":"tenacity","ecosystem":"pypi","requirements":"8.2.3","direct":false,"kind":null,"optional":false},{"id":14281567338,"package_name":"terminado","ecosystem":"pypi","requirements":"0.17.1","direct":false,"kind":null,"optional":false},{"id":14281567339,"package_name":"tinycss2","ecosystem":"pypi","requirements":"1.2.1","direct":false,"kind":null,"optional":false},{"id":14281567340,"package_name":"toml","ecosystem":"pypi","requirements":"0.10.2","direct":false,"kind":null,"optional":false},{"id":14281567341,"package_name":"tomli","ecosystem":"pypi","requirements":"2.0.1","direct":false,"kind":null,"optional":false},{"id":14281567342,"package_name":"tornado","ecosystem":"pypi","requirements":"6.3.3","direct":false,"kind":null,"optional":false},{"id":14281567343,"package_name":"traitlets","ecosystem":"pypi","requirements":"5.9.0","direct":false,"kind":null,"optional":false},{"id":14281567344,"package_name":"typeguard","ecosystem":"pypi","requirements":"2.13.3","direct":false,"kind":null,"optional":false},{"id":14281567345,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"4.7.1","direct":false,"kind":null,"optional":false},{"id":14281567346,"package_name":"tzdata","ecosystem":"pypi","requirements":"2023.3","direct":false,"kind":null,"optional":false},{"id":14281567347,"package_name":"uri-template","ecosystem":"pypi","requirements":"1.3.0","direct":false,"kind":null,"optional":false},{"id":14281567348,"package_name":"urllib3","ecosystem":"pypi","requirements":"2.0.4","direct":false,"kind":null,"optional":false},{"id":14281567349,"package_name":"wcwidth","ecosystem":"pypi","requirements":"0.2.6","direct":false,"kind":null,"optional":false},{"id":14281567350,"package_name":"webcolors","ecosystem":"pypi","requirements":"1.13","direct":false,"kind":null,"optional":false},{"id":14281567351,"package_name":"webencodings","ecosystem":"pypi","requirements":"0.5.1","direct":false,"kind":null,"optional":false},{"id":14281567352,"package_name":"websocket-client","ecosystem":"pypi","requirements":"1.6.1","direct":false,"kind":null,"optional":false},{"id":14281567353,"package_name":"wheel","ecosystem":"pypi","requirements":"0.41.1","direct":false,"kind":null,"optional":false},{"id":14281567354,"package_name":"widgetsnbextension","ecosystem":"pypi","requirements":"4.0.8","direct":false,"kind":null,"optional":false},{"id":14281567355,"package_name":"y-py","ecosystem":"pypi","requirements":"0.6.0","direct":false,"kind":null,"optional":false},{"id":14281567356,"package_name":"ypy-websocket","ecosystem":"pypi","requirements":"0.8.4","direct":false,"kind":null,"optional":false},{"id":14281567357,"package_name":"zipp","ecosystem":"pypi","requirements":"3.16.2","direct":false,"kind":null,"optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-10-26T16:29:20.506Z","updated_at":"2023-10-26T16:29:20.506Z","repository_link":"https://github.com/cytomining/CytoTable-benchmarks/blob/main/pyproject.toml","dependencies":[]}],"score":0.6931471805599453,"created_at":"2025-09-09T03:52:33.763Z","updated_at":"2025-10-07T08:43:40.420Z","avatar_url":"https://github.com/cytomining.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.15425830"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/201414","html_url":"https://science.ecosyste.ms/projects/201414"}