{"id":22606301,"url":"https://github.com/mariantaragel/format-bench","last_synced_at":"2025-10-12T00:46:25.687Z","repository":{"id":236963940,"uuid":"779358059","full_name":"mariantaragel/format-bench","owner":"mariantaragel","description":"Benchmark of data formats","archived":false,"fork":false,"pushed_at":"2024-04-29T11:55:21.000Z","size":41,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-28T21:46:32.342Z","etag":null,"topics":["benchamark","data-formats","python"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mariantaragel.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2024-03-29T16:45:27.000Z","updated_at":"2024-04-29T11:55:25.000Z","dependencies_parsed_at":"2024-04-29T12:54:26.536Z","dependency_job_id":null,"html_url":"https://github.com/mariantaragel/format-bench","commit_stats":null,"previous_names":["mariantaragel/format-bench"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mariantaragel/format-bench","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mariantaragel%2Fformat-bench","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mariantaragel%2Fformat-bench/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mariantaragel%2Fformat-bench/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mariantaragel%2Fformat-bench/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mariantaragel","download_url":"https://codeload.github.com/mariantaragel/format-bench/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mariantaragel%2Fformat-bench/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279009511,"owners_count":26084609,"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":"2025-10-11T02:00:06.511Z","response_time":55,"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"}},"keywords":["benchamark","data-formats","python"],"created_at":"2024-12-08T14:13:10.044Z","updated_at":"2025-10-12T00:46:25.650Z","avatar_url":"https://github.com/mariantaragel.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FormatBench\nFormatBench is a Python benchmark of data formats. This project aims to evaluate different data formats for storing tabular and image data.\n\nCheck out also: [ASV FormatBench](https://github.com/mariantaragel/asv-format-bench)\n\n## Usage\n```\npython3 main.py (--tabular|--compression|--image) [--webface \u003cpath\u003e] [--report]\n```\n`--tabular` - run tabular benchmark suite\u003cbr/\u003e\n`--compression` - run compression benchmark suite\u003cbr/\u003e\n`--image` - run image benchmark suite\u003cbr/\u003e\n`--webface` - run benchmarks with the Webface10M dataset; `\u003cpath\u003e` is a path to the Webface10M dataset\u003cbr/\u003e\n`--report` - generate report from the benchmark results\u003cbr/\u003e\n\n## Examples of usage\nRun tabular benchmarks: `python3 main.py --tabular`\n\nRun image benchmarks and create report: `python3 main.py --image --report`\n\nRun compression benchmarks with the Webface10M dataset: `python3 main.py --compression --webface ~/synthetic_webface10M.h5`\n\nRun tabular benchmarks with the Webface10M dataset and create report: `python3 main.py --tabular --webface ~/synthetic_webface10M.h5 --report`\n\n## Related publication\nTARAGEĽ, Marián. *Column-oriented and Image Data Format Benchmarks*. Brno, 2024. Bachelor’s thesis. Brno University of Technology, Faculty of Information Technology. Supervisor Ing. Jakub Špaňhel\n\n## Acknowledgements\nI would like to convey my gratitude to Ing. Jakub Špaňhel for his supervision. I also express my thanks to my consultant Ing. Petr Chmelař. Both of them provided me with support and advice during the work on this thesis. Last but not least, I would like to thank the external submitter, the Innovatrics company, for their professional help.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmariantaragel%2Fformat-bench","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmariantaragel%2Fformat-bench","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmariantaragel%2Fformat-bench/lists"}