{"id":27147695,"url":"https://github.com/zaghaghi/pdstl","last_synced_at":"2025-04-08T11:38:27.637Z","repository":{"id":148101700,"uuid":"266617167","full_name":"zaghaghi/pdstl","owner":"zaghaghi","description":"Probabilistic Data Structure Template Library","archived":false,"fork":false,"pushed_at":"2020-06-18T20:32:32.000Z","size":172,"stargazers_count":28,"open_issues_count":0,"forks_count":4,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-04-17T16:12:52.339Z","etag":null,"topics":["big-data","bloom-filter","cpp14","datastructures","probabilistic-data-structures","quotient-filter","template-library"],"latest_commit_sha":null,"homepage":null,"language":"C++","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/zaghaghi.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":"2020-05-24T20:13:01.000Z","updated_at":"2024-01-04T16:46:18.000Z","dependencies_parsed_at":"2023-05-19T03:45:10.056Z","dependency_job_id":null,"html_url":"https://github.com/zaghaghi/pdstl","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaghaghi%2Fpdstl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaghaghi%2Fpdstl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaghaghi%2Fpdstl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaghaghi%2Fpdstl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zaghaghi","download_url":"https://codeload.github.com/zaghaghi/pdstl/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247837393,"owners_count":21004563,"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"}},"keywords":["big-data","bloom-filter","cpp14","datastructures","probabilistic-data-structures","quotient-filter","template-library"],"created_at":"2025-04-08T11:38:25.626Z","updated_at":"2025-04-08T11:38:27.625Z","avatar_url":"https://github.com/zaghaghi.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# PDSTL\n[![Documentation Status](https://readthedocs.org/projects/pdstl/badge/?version=latest)](https://pdstl.readthedocs.io/en/latest/?badge=latest)\n[![Build Status](https://travis-ci.org/zaghaghi/pdstl.svg?branch=master)](https://travis-ci.org/zaghaghi/pdstl)\n\nPDSTL, is a header only template library for probabilistic data structures.\n\n# Build Example\nTo Build examples do as follows.\n```bash\n# Setup project with meson\nmeson build\n# Build with ninja\nninja -C build -j 4\n# Build docs\ncd docs\nmake html\n```\n\n# Documentation\nRead the reference documentations on [pdstl.readthedocs.io](https://pdstl.readthedocs.io/)\n\n# Implemented Data Structures\n## Membership\n| Data Structure          | Insert     | Delete          |\n|-------------------------|------------|-----------------|\n| Bloom Filter            | Supported  | Not Supported   |\n| Counting Bloom Filter   | Supported  | Supported       |\n| Quotient Filter         | Supported  | Not Implemented |\n| Quotient Hash Table     | Supported  | Not Implemented |\n| Cuckoo Filter           | Supported  | Supported       |\n\n## Cardinality\n| Data Structure           | Insert     | Delete          |\n|--------------------------|------------|-----------------|\n| Linear Counting          | Supported  | Not Supported   |\n| Flajolet–Martin Counting | Supported  | Not Supported   |\n\n# References\n* [Probabilistic Data Structures and Algorithms for Big Data Applications](https://pdsa.gakhov.com/) by Andrii Gakhov, 2019, ISBN: 978-3748190486 (paperback) ASIN: B07MYKTY8W (e-book)\n* Fan, L., et al. (2000) “Summary cache: a scalable wide-area web cache sharing protocol”, Journal IEEE/ACM Transactions on Networking, Vol. 8 (3), pp. 281–293.\n* Bender, M., et al. (2012) “Don’t Thrash: How to Cache your Hash on Flash”, Proceedings of the VLDB Endowment, Vol. 5 (11), pp. 1627–1637.\n* Fan, B., et al. (2014) “Cuckoo Filter: Practically Better Than Bloom”, Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, Sydney, Australia — December 02–05, 2014, pp. 75–88, ACM New York, NY.\n* Whang, K.-Y., Vander-Zanden, B.T., Taylor H.M. (1990) “A Linear-Time Probabilistic Counting Algorithm for Database Applications”, Journal ACM Transactions on Database Systems,\nVol. 15 (2), pp. 208–229.\n* Flajolet, P., Martin, G.N. (1985) “Probabilistic Counting Algorithms for Data Base Applications”, Journal of Computer and System Sciences, Vol. 31 (2), pp. 182–209.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaghaghi%2Fpdstl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzaghaghi%2Fpdstl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaghaghi%2Fpdstl/lists"}