{"id":"https://openalex.org/W4392425548","doi":"https://doi.org/10.1145/3643742","title":"DyPyBench: A Benchmark of Executable Python Software","display_name":"DyPyBench: A Benchmark of Executable Python Software","publication_year":2024,"publication_date":"2024-07-12","ids":{"openalex":"https://openalex.org/W4392425548","doi":"https://doi.org/10.1145/3643742"},"language":"en","primary_location":{"id":"doi:10.1145/3643742","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643742","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3643742","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019267326","display_name":"Islem Bouzenia","orcid":"https://orcid.org/0000-0002-3920-3839"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Islem Bouzenia","raw_affiliation_strings":["University of Stuttgart, Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3920-3839","affiliations":[{"raw_affiliation_string":"University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094063191","display_name":"Bajaj Piyush Krishan","orcid":"https://orcid.org/0009-0003-1227-2265"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bajaj Piyush Krishan","raw_affiliation_strings":["University of Stuttgart, Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0009-0003-1227-2265","affiliations":[{"raw_affiliation_string":"University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013438083","display_name":"Michael Pradel","orcid":"https://orcid.org/0000-0003-1623-498X"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Pradel","raw_affiliation_strings":["University of Stuttgart, Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1623-498X","affiliations":[{"raw_affiliation_string":"University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":3.5554,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93721023,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"1","issue":"FSE","first_page":"338","last_page":"358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.888748288154602},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.8108277320861816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7308762669563293},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6734423041343689},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48324093222618103},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.42963850498199463},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42396754026412964},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4124349355697632},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08682891726493835}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.888748288154602},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.8108277320861816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7308762669563293},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6734423041343689},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48324093222618103},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.42963850498199463},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42396754026412964},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4124349355697632},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08682891726493835},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3643742","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643742","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2403.00539","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.00539","pdf_url":"https://arxiv.org/pdf/2403.00539","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3643742","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643742","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8390793956","display_name":null,"funder_award_id":"851895","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1972544179","https://openalex.org/W1987647365","https://openalex.org/W2000194923","https://openalex.org/W2023274008","https://openalex.org/W2023753091","https://openalex.org/W2036853599","https://openalex.org/W2051600169","https://openalex.org/W2089745089","https://openalex.org/W2093721629","https://openalex.org/W2098883184","https://openalex.org/W2108632968","https://openalex.org/W2109427294","https://openalex.org/W2113888205","https://openalex.org/W2127989655","https://openalex.org/W2131954495","https://openalex.org/W2153919898","https://openalex.org/W2156858199","https://openalex.org/W2364861723","https://openalex.org/W2514578992","https://openalex.org/W2548165777","https://openalex.org/W2549033012","https://openalex.org/W2883977877","https://openalex.org/W2888822874","https://openalex.org/W2952903800","https://openalex.org/W2959352824","https://openalex.org/W3000500663","https://openalex.org/W3082737479","https://openalex.org/W3089825636","https://openalex.org/W3100869085","https://openalex.org/W3105943882","https://openalex.org/W3109537811","https://openalex.org/W3161685529","https://openalex.org/W3167640545","https://openalex.org/W3192140144","https://openalex.org/W3194813479","https://openalex.org/W3195156628","https://openalex.org/W4206312123","https://openalex.org/W4225810502","https://openalex.org/W4236940322","https://openalex.org/W4247504757","https://openalex.org/W4250948891","https://openalex.org/W4308643019","https://openalex.org/W4308643048","https://openalex.org/W4384155734","https://openalex.org/W4384302790","https://openalex.org/W4384337832","https://openalex.org/W4384345655","https://openalex.org/W4389162118","https://openalex.org/W6948922905"],"related_works":["https://openalex.org/W2350278424","https://openalex.org/W2071432835","https://openalex.org/W4239401009","https://openalex.org/W4234371507","https://openalex.org/W82161441","https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W1576042299","https://openalex.org/W2181943964","https://openalex.org/W1528423264"],"abstract_inverted_index":{"Python":[0,54,75,118,235],"has":[1],"emerged":[2],"as":[3,16],"one":[4],"of":[5,52,60,74,114,117,133,160,234],"the":[6,58,71,95,231],"most":[7],"popular":[8,43,104],"programming":[9],"languages,":[10,44],"extensively":[11],"utilized":[12],"in":[13,128,138],"domains":[14],"such":[15],"machine":[17],"learning,":[18],"data":[19,175],"analysis,":[20,132],"and":[21,27,86,90,120,130,146,157,228],"web":[22],"applications.":[23],"Python\u2019s":[24],"dynamic":[25,36,61,97,131,143,226],"nature":[26],"extensive":[28],"usage":[29,203],"make":[30],"it":[31],"an":[32],"attractive":[33],"candidate":[34],"for":[35,41,166,177,209,215,224,229],"program":[37],"analysis.":[38],"However,":[39],"unlike":[40],"other":[42,225],"there":[45],"currently":[46],"is":[47,78],"no":[48],"comprehensive":[49],"benchmark":[50,73,101],"suite":[51],"executable":[53],"projects,":[55],"which":[56,134,155,205],"hinders":[57],"development":[59],"analyses.":[62],"This":[63],"work":[64,211],"addresses":[65],"this":[66,139],"gap":[67],"by":[68],"presenting":[69],"DyPyBench,":[70],"first":[72],"projects":[76,106],"that":[77,182,187],"large-scale,":[79],"diverse,":[80],"ready-to-run":[81],"(i.e.,":[82],"with":[83,94,111],"fully":[84],"configured":[85],"prepared":[87],"test":[88,122],"suites),":[89],"ready-to-analyze":[91],"(by":[92],"integrating":[93],"DynaPyt":[96],"analysis":[98],"framework).":[99],"The":[100],"encompasses":[102],"50":[103],"open-source":[105],"from":[107],"various":[108,126],"application":[109],"domains,":[110],"a":[112,173,179,207,222],"total":[113],"681k":[115],"lines":[116],"code,":[119],"30k":[121],"cases.":[123],"DyPyBench":[124,170,219],"enables":[125],"applications":[127],"testing":[129],"we":[135],"explore":[136],"three":[137],"work:":[140],"(i)":[141],"Gathering":[142],"call":[144,153,162],"graphs":[145],"empirically":[147],"comparing":[148],"them":[149],"to":[150,171,184,200,220],"statically":[151],"computed":[152],"graphs,":[154],"exposes":[156],"quantifies":[158],"limitations":[159],"existing":[161],"graph":[163],"construction":[164],"techniques":[165],"Python.":[167,216],"(ii)":[168],"Using":[169,195],"build":[172],"training":[174],"set":[176],"LExecutor,":[178],"neural":[180],"model":[181],"learns":[183],"predict":[185],"values":[186],"otherwise":[188],"would":[189],"be":[190],"missing":[191],"at":[192],"runtime.":[193],"(iii)":[194],"dynamically":[196],"gathered":[197],"execution":[198],"traces":[199],"mine":[201],"API":[202],"specifications,":[204],"establishes":[206],"baseline":[208],"future":[210],"on":[212],"specification":[213],"mining":[214],"We":[217],"envision":[218],"provide":[221],"basis":[223],"analyses":[227],"studying":[230],"runtime":[232],"behavior":[233],"code.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}