{"id":"https://openalex.org/W3182281291","doi":"https://doi.org/10.1145/3460319.3464797","title":"Fixing dependency errors for Python build reproducibility","display_name":"Fixing dependency errors for Python build reproducibility","publication_year":2021,"publication_date":"2021-07-08","ids":{"openalex":"https://openalex.org/W3182281291","doi":"https://doi.org/10.1145/3460319.3464797","mag":"3182281291"},"language":"en","primary_location":{"id":"doi:10.1145/3460319.3464797","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460319.3464797","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460319.3464797","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3460319.3464797","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087858665","display_name":"Suchita Mukherjee","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suchita Mukherjee","raw_affiliation_strings":["University of California at Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012740252","display_name":"Abigail Almanza","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abigail Almanza","raw_affiliation_strings":["University of California at Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010991469","display_name":"Cindy Rubio-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-0861-3763"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cindy Rubio-Gonz\u00e1lez","raw_affiliation_strings":["University of California at Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087858665"],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":12.7956,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.98681713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"439","last_page":"451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9057497978210449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.83197021484375},{"id":"https://openalex.org/keywords/dependency-graph","display_name":"Dependency graph","score":0.726901650428772},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5912473797798157},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5141956806182861},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5060796141624451},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4392603635787964},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.41687873005867004},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16283351182937622}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.9057497978210449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.83197021484375},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.726901650428772},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5912473797798157},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5141956806182861},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5060796141624451},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4392603635787964},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.41687873005867004},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16283351182937622}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3460319.3464797","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460319.3464797","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460319.3464797","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt4q982974","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/4q982974","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"etd"}],"best_oa_location":{"id":"doi:10.1145/3460319.3464797","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460319.3464797","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460319.3464797","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1219930189","display_name":null,"funder_award_id":"2016735","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6729739245","display_name":null,"funder_award_id":"CNS-2016735","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3182281291.pdf","grobid_xml":"https://content.openalex.org/works/W3182281291.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1965854491","https://openalex.org/W2138392083","https://openalex.org/W2326091465","https://openalex.org/W2431100065","https://openalex.org/W2565788456","https://openalex.org/W2733373979","https://openalex.org/W2795249023","https://openalex.org/W2795475321","https://openalex.org/W2808651716","https://openalex.org/W2899036005","https://openalex.org/W2953829622","https://openalex.org/W2956069715","https://openalex.org/W2958722695","https://openalex.org/W2962678654","https://openalex.org/W2964002372","https://openalex.org/W3000470412","https://openalex.org/W3043516402","https://openalex.org/W3091065534","https://openalex.org/W3105943882"],"related_works":["https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W2327631927","https://openalex.org/W2093568763","https://openalex.org/W1985166372","https://openalex.org/W2003096546","https://openalex.org/W2430210575","https://openalex.org/W4289354592","https://openalex.org/W2165069859","https://openalex.org/W2099112646"],"abstract_inverted_index":{"Software":[0],"reproducibility":[1,143],"is":[2,18,144,167],"important":[3,13],"for":[4,65,92,211,218],"re-usability":[5],"and":[6,86,104,119,140,156,174,215],"the":[7,19,31,80,87],"cumulative":[8],"progress":[9],"of":[10,15,22,33,83,89,111,125,177,189,195],"research.":[11],"An":[12],"manifestation":[14],"unreproducible":[16,77,199],"software":[17,23],"changed":[20],"outcome":[21],"builds":[24,75,161],"over":[25],"time.":[26],"While":[27],"enhancing":[28],"code":[29],"reuse,":[30],"use":[32],"open-source":[34,134,183],"dependency":[35,93,98,126,138,147,164,202],"packages":[36,55],"hosted":[37],"on":[38,48,169],"centralized":[39],"repositories":[40],"such":[41],"as":[42],"PyPI":[43],"can":[44],"have":[45,62],"adverse":[46],"effects":[47],"build":[49,114],"reproducibility.":[50],"Frequent":[51],"updates":[52],"to":[53,61,79,154,197,201],"these":[54],"often":[56],"cause":[57],"their":[58,73,142],"latest":[59],"versions":[60],"breaking":[63],"changes":[64],"applications":[66,71],"using":[67],"them.":[68],"Large":[69],"Python":[70,84,135,160],"risk":[72],"historical":[74],"becoming":[76],"due":[78,200],"widespread":[81],"usage":[82],"dependencies,":[85,118],"lack":[88],"uniform":[90],"practices":[91],"version":[94],"specification.":[95],"Manually":[96],"fixing":[97],"errors":[99],"requires":[100],"expensive":[101],"developer":[102],"time":[103],"effort,":[105],"while":[106],"automated":[107],"approaches":[108],"face":[109],"challenges":[110],"parsing":[112],"unstructured":[113],"logs,":[115],"finding":[116],"transitive":[117],"exploring":[120],"an":[121,219],"exponential":[122],"search":[123],"space":[124],"versions.":[127],"In":[128],"this":[129],"paper,":[130],"we":[131],"investigate":[132],"how":[133,141],"projects":[136],"specify":[137],"versions,":[139],"impacted":[145],"by":[146,163],"packages.":[148],"We":[149],"propose":[150],"a":[151,187,208],"tool":[152],"PyDFix":[153,166,185,206],"detect":[155],"fix":[157,210],"unreproducibility":[158],"in":[159],"caused":[162],"errors.":[165,203],"evaluated":[168],"two":[170],"bug":[171],"datasets":[172],"BugSwarm":[173],"BugsInPy,":[175],"both":[176],"which":[178],"are":[179],"built":[180],"from":[181],"real-world":[182],"projects.":[184],"analyzes":[186],"total":[188],"2,702":[190],"builds,":[191,214],"identifying":[192],"1,921":[193],"(71.1%)":[194],"them":[196],"be":[198],"From":[204],"these,":[205],"provides":[207],"complete":[209],"859":[212],"(44.7%)":[213],"partial":[216],"fixes":[217],"additional":[220],"632":[221],"(32.9%)":[222],"builds.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":12}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}