Notably, each bug is composed of a buggy version, a fixed version, a concise patch (bug-fixing changes only), and one or more triggering test cases.
To date, growingBugs contains
1379 bugs
from open-source Java projects.
| Project ID | Project name | SubProject name | Number of bugs | Bug IDs | |
|---|---|---|---|---|---|
| 1 | Chart | jfreechart | 26 | 1-26 | |
| 2 | Cli | commons-cli | 41 | 1-5,7-42 | |
| 3 | Closure | closure-compiler | 174 | 1-62,64-92,94-176 | |
| 4 | Codec | commons-codec | 18 | 1-18 | |
| 5 | Collections | commons-collections | 8 | 25-31,35 | |
| 6 | Compress | commons-compress | 51 | 1-48,50,52-53 | |
| 7 | Csv | commons-csv | 17 | 1-17 | |
| 8 | Gson | gson | 18 | 1-18 | |
| 9 | JacksonCore | jackson-core | 29 | 1-26,28-30 | |
| 10 | JacksonDatabind | jackson-databind | 151 | 1-117,119,121-126, 128-129,131-133,135-156 |
|
| 11 | JacksonXml | jackson-dataformat-xml | 6 | 1-6 | |
| 12 | Jsoup | jsoup | 93 | 1-93 | |
| 13 | JxPath | commons-jxpath | 22 | 1-22 | |
| 14 | Lang | commons-lang | 72 | 1,3-33,35-65,69,71,73, 76,80-84 |
|
| 15 | Math_4j | commons-math4j | 105 | 1-6,8-106 | |
| 16 | Mockito | mockito | 38 | 1-38 | |
| 17 | Time | joda-time | 26 | 1-20,22-27 | |
| 18 | Dbutils | commons-dbutils | 2 | 1-2 | |
| 19 | Functor | commons-functor | 2 | 1-2 | |
| 20 | Imaging | commons-imaging | 10 | 1,3-8,10-11,14 | |
| 21 | IO | commons-io | 21 | 1-3,5-6,8-18, 22,25,27,29-30 |
|
| 22 | JXR | maven-jxr | 1 | 1 | |
| 23 | MShade | maven-shade-plugin | 6 | 1-4,6-7 | |
| 24 | Tika | tika | 5 | 1-2,5-7 | |
| 25 | Validator | commons-validator | 21 | 1-2,4,6-9,11, 13-25 |
|
| 26 | Pool | commons-pool | 18 | 1-2,5-7,10-14, 16,20-21,24, 26-27,29-30 |
|
| 27 | commons-email | 3 | 3-5 | ||
| 28 | Graph | commons-graph | 3 | 1-3 | |
| 29 | Net | commons-net | 14 | 9,10,12, 14-18,20-21, 23-26 |
|
| 30 | Numbers_angle | commons-numbers-angle | commons-numbers-angle | 2 | 1-2 |
| 31 | Geometry_core | commons-geometry-core | commons-geometry-core | 2 | 1,3 |
| 32 | MGpg | maven-gpg-plugin | 1 | 1 | |
| 33 | Text | commons-text | 4 | 1-2,4-5 | |
| 34 | Tika_core | tika-core | tika-core | 6 | 4,6,9,11, 17,20 |
| 35 | Tika_app | tika-app | tika-app | 2 | 1,3 |
| 36 | Shiro_core | shiro-core | core | 9 | 37,40,46,52,98, 144,176,181,202 |
| 37 | Jena_core | jena-core | jena-core | 1 | 2 |
| 38 | Shiro_web | shiro-web | web | 3 | 1,3,7 |
| 39 | MDeploy | maven-deploy-plugin | 1 | 1 | |
| 40 | Jackrabbit_filevault _vault_validation |
jackrabbit-filevault-vault-validation | vault-validation | 4 | 1-4 |
| 41 | Jackrabbit_oak_core | oak-core | oak-core | 5 | 1-5 |
| 42 | Doxia_module_apt | doxia-module-apt | doxia-modules/doxia-module-apt | 1 | 1 |
| 43 | Xmlgraphics | xmlgraphics-commons | 2 | 1-2 | |
| 44 | Rdf_jena | commons-rdf-jena | commons-rdf-jena | 1 | 1 |
| 45 | Maven_checkstyle_plugin | maven-checkstyle-plugin | 1 | 1 | |
| 46 | James_project_core | james-project-core | core | 1 | 1 |
| 47 | Pdfbox_fontbox | pdfbox-fontbox | fontbox | 5 | 1-5 |
| 48 | AaltoXml | aalto-xml | 4 | 1-4 | |
| 49 | HttpClient5 | httpclient5 | httpclient5 | 6 | 1-2,4-7 |
| 50 | jackson_modules _java8_datetime |
jackson-modules-java8-datetime | datetime | 5 | 1-5 |
| 51 | Pdfbox_pdfbox | pdfbox-pdfbox | pdfbox | 3 | 1-3 |
| 52 | Storm_client | storm-client | storm-client | 2 | 1-2 |
| 53 | James_mime4j_core | James-mime4j-core | core | 8 | 1-8 |
| 54 | JacksonDataformatsText _yaml |
jackson-dataformats-text-yaml | yaml | 6 | 1-2,4-7 |
| 55 | JacksonDataformatsText _properties |
jackson-dataformats-text-properties | properties | 2 | 1-2 |
| 56 | JacksonDataformatBinary _avro |
jackson-dataformats-binary-avro | avro | 2 | 1-2 |
| 57 | JacksonDataformatBinary _cbor |
jackson-dataformats-binary-cbor | cbor | 5 | 1-5 |
| 58 | JavaClassmate | java-classmate | 2 | 1-2 | |
| 59 | JacksonModuleJsonSchema | jackson-module-jsonSchema | 1 | 1 | |
| 60 | JacksonDatatypeJoda | jackson-datatype-joda | 3 | 1-3 | |
| 61 | Bcel | commons-bcel | 6 | 1-6 | |
| 62 | JacksonDataformatBinary _protobuf |
jackson-dataformats-binary-protobuf | protobuf | 4 | 1-4 |
| 63 | Jackrabbit_filevault _vault_core |
jackrabbit-filevault-vault-core | vault-core | 1 | 1 |
| 64 | JacksonDatatypeJsr310 | jackson-datatype-jsr310 | 4 | 1-4 | |
| 65 | JacksonDataformatBinary _smile |
jackson-dataformats-binary-smile | smile | 2 | 1-2 |
| 66 | JacksonModuleAfterburner | jackson-module-afterburner | 3 | 1-3 | |
| 67 | Woodstox | woodstox | 7 | 1-7 | |
| 68 | MetaModel_core | MetaModel-core | core | 9 | 1-9 |
| 69 | MetaModel_csv | MetaModel-csv | csv | 1 | 1 |
| 70 | MetaModel_excel | MetaModel-excel | excel | 1 | 1 |
| 71 | MetaModel_jdbc | MetaModel-jdbc | jdbc | 3 | 1-3 |
| 72 | MetaModel_pojo | MetaModel-pojo | pojo | 1 | 1 |
| 73 | MetaModel_salesforce | MetaModel-salesforce | salesforce | 1 | 1 |
| 74 | Wink_common | wink-common | wink-common | 4 | 1-4 |
| 75 | Xbean_naming | xbean-naming | xbean-naming | 1 | 1 |
| 76 | James_project_ server_container_core |
james-project-server-container-core | server/container/core | 1 | 1 |
| 77 | Johnzon_core | johnzon-core | johnzon-core | 10 | 1-2,4-11 |
| 78 | Nifi_mock | nifi-mock | nifi-mock | 2 | 1-2 |
| 79 | Rat_core | apache-rat-core | apache-rat-core | 1 | 1 |
| 80 | Rat_plugin | apache-rat-plugin | apache-rat-plugin | 1 | 1 |
| 81 | Tez_common | tez-common | tez-common | 1 | 1 |
| 82 | Tinkerpop_gremlin_core | gremlin-core | gremlin-core | 1 | 1 |
| 83 | Webbeans_web | webbeans-web | webbeans-web | 1 | 1 |
| 84 | Hono_client | hono-client | client | 4 | 1-4 |
| 85 | Httpcomponents_core_h2 | httpcore5-h2 | httpcore5-h2 | 1 | 1 |
| 86 | Httpcomponents_core _httpcore5 |
httpcore5 | httpcore5 | 3 | 1-3 |
| 87 | Johnzon_jsonb | johnzon-jsonb | johnzon-jsonb | 6 | 1-6 |
| 88 | Johnzon_jaxrs | johnzon-jaxrs | johnzon-jaxrs | 1 | 1 |
| 89 | Hbase_common | hbase-common | hbase-common | 1 | 1 |
| 90 | Incubator_tamaya_api | incubator-retired-tamaya-api | code/api | 2 | 1-2 |
| 91 | James_project_ mailet_standard |
james-project-mailet-standard | mailet/standard | 1 | 1 |
| 92 | Johnzon_jsonschema | johnzon-jsonschema | johnzon-jsonschema | 2 | 1-2 |
| 93 | Johnzon_mapper | johnzon-mapper | johnzon-mapper | 6 | 1-6 |
| 94 | Karaf_main | karaf-main | main | 1 | 1 |
| 95 | Appformer_uberfire_ commons_editor_backend |
uberfire-commons-editor-backend | uberfire-extensions/uberfire-commons-editor/uberfire-commons-editor-backend | 1 | 1 |
| 96 | Kie_pmml_commons | kie-pmml-commons | kie-pmml-trusty/kie-pmml-commons | 3 | 1-3 |
| 97 | Kie_memory_compiler | kie-memory-compiler | kie-memory-compiler | 1 | 1 |
| 98 | Jbpm_human _task_workitems |
jbpm-human-task-workitems | jbpm-human-task/jbpm-human-task-workitems | 1 | 1 |
| 99 | Drools_traits | drools-traits | drools-traits | 1 | 1 |
| 100 | Drools_model_compiler | drools-model-compiler | drools-model/drools-model-compiler | 1 | 1 |
| 101 | Appformer_uberfire _security_management _client |
uberfire-security-management-client | uberfire-extensions/uberfire-security/uberfire-security-management/uberfire-security-management-client | 1 | 1 |
| 102 | Appformer_uberfire _workbench_client |
uberfire-workbench-client | uberfire-workbench/uberfire-workbench-client | 3 | 1-3 |
| 103 | Deltaspike_api | deltaspike-core-api | deltaspike/core/api | 6 | 1-6 |
| 104 | Flume_ngcore | flume-ng-core | flume-ng-core | 2 | 1-2 |
| 105 | Jandex | jandex | 6 | 1-6 | |
| 106 | Kogito_editors _java_kie_wb_common _stunner_widgets |
kie-wb-common-stunner-widgets | kie-wb-common-stunner/kie-wb-common-stunner-client/kie-wb-common-stunner-widgets | 1 | 1 |
| 107 | Ognl | commons-ognl | 1 | 1 | |
| 108 | Qpid_client | qpid-jms-client | qpid-jms-client | 8 | 1-8 |
| 109 | Switchyard_admin | switchyard-admin | admin | 1 | 1 |
| 110 | Weld_se_core | weld-se-core | environments/se/core | 1 | 1 |
| 111 | Jboss_modules | jboss-modules | 7 | 1-7 | |
| 112 | Jboss_threads | jboss-threads | 1 | 1 | |
| 113 | Minaftp_api | ftpserver-api | ftplet-api | 1 | 1 |
| 114 | Sling_validation | sling-org-apache-sling-validation-core | 1 | 1 | |
| 115 | Switchyard_config | switchyard-config | config | 1 | 1 |
| 116 | Switchyard_validate | switchyard-validate | validate | 1 | 1 |
| 117 | Vysper_nbxml | vysper-nbxml | nbxml | 2 | 1-2 |
| 118 | Wildfly_naming_client | wildfly-naming-client | 2 | 1-2 | |
| 119 | Dosgi_common | dosgi-common | common | 2 | 1-2 |
| 120 | Fluo_api | fluo-api | modules/api | 4 | 1-4 |
| 121 | Hivemall_core | core | core | 3 | 1-3 |
| 122 | Knox_assertion_common | gateway-provider- identity-assertion -common |
gateway-provider- identity-assertion -common |
1 | 1 |
| 123 | Oozie_client | oozie-client | client | 2 | 1-2 |
| 124 | Qpidjms_client | qpidjms-client | client | 3 | 1-3 |
| 125 | Rdf4j_query | rdf4j-query | core/query | 4 | 1-4 |
| 126 | Rdf4j_rio_api | rdf4j-rio-api | core/rio/api | 2 | 1-2 |
| 127 | Rdf4j_rio_jsonld | rdf4j-rio-jsonld | core/rio/jsonld | 2 | 1-2 |
| 128 | Rdf4j_rio_rdfjson | rdf4j-rio-rdfjson | core/rio/rdfjson | 2 | 1-2 |
| 129 | Rdf4j_rio_rdfxml | rdf4j-rio-rdfxml | core/rio/rdfxml | 3 | 1-3 |
| 130 | Rdf4j_rio_turtle | rdf4j-rio-turtle | core/rio/turtle | 11 | 1-11 |
| 131 | Sentry_ccommon | sentry-core-common | sentry-core/sentry-core-common | 2 | 1-2 |
| 132 | Sling_apiregions | sling-apiregions | 3 | 1-3 | |
| 133 | Sling_cpconverter | sling-cpconverter | 3 | 1-3 | |
| 134 | Sling_feature | sling-feature | 3 | 1-3 | |
| 135 | Tiles_api | tiles-api | tiles-api | 2 | 1-2 |
| 136 | Tiles_core | tiles-core | tiles-core | 3 | 1-3 |
| 137 | Twill_dcore | twill-discovery-core | twill-discovery-core | 1 | 1 |
| 138 | Maven2_artifact | maven-artifact | maven-artifact | 2 | 1-2 |
| 139 | Maven2_project | maven-project | maven-project | 2 | 1-2 |
| 140 | Math | commons-math | 35 | 1-35 | |
| 141 | Wicket_request | wicket-request | wicket-request | 6 | 1-6 |
| 142 | Cayenne_xmpp | cayenne-xmpp | cayenne-xmpp | 1 | 1 |
| 143 | Wicket_util | wicket-util | wicket-util | 4 | 1-4 |
| 144 | Wicket_spring | wicket-spring | wicket-spring | 1 | 1 |
| 145 | Cayenne_jgroups | cayenne-jgroups | cayenne-jgroups | 1 | 1 |
| 146 | Cayenne_jms | cayenne-jms | cayenne-jms | 1 | 1 |
| 147 | Struts1_core | struts1-core | core | 2 | 1-2 |
| 148 | Wicket_cdi | wicket-cdi | wicket-cdi | 1 | 1 |
| 149 | Wicket_core | wicket-core | wicket-core | 18 | 1-18 |
- Java 1.8
- Git >= 1.9
- SVN >= 1.8
- Perl >= 5.0.12
- Curl
-
Clone GrowingBugs:
git clone https://github.com/liuhuigmail/GrowingBugRepository.git
-
Initialize GrowingBugs:
Download the project repositories and external libraries that are not included in the git repository for size purposes and to avoid redundancies. We provide a mechanism to download them automatically as follows:
cd GrowingBugRepositorycpanm --installdeps ../init.sh./repos.sh
-
Add GrowingBugs's executables to your PATH:
export PATH=$PATH:"path2growingbugs"/framework/bin
-
Checkout a buggy source code version (If the project doesn't hava subproject,
-sparameter can be ignored):defects4j checkout -p project_id -v version_id -w work_dir -s subproject_name
Example:
defects4j checkout -p Shiro_core -v 37b -w /tmp/Shiro_core_37_buggy -s coredefects4j checkout -p Dbutils -v 1b -w /tmp/dbutils_1_buggy
Notably, GrowingBugs supports sub-projects that are not suported by Defects4J. To this end, yor should specify the sub-project with
-sparameter in thecheckoutcommand. The preceding example common leverages-s coreto check out sub-proejctcorefrom the enclosing projectShiro_core. For thecompileandtestcommands, you should also switch to the sub-project's folder to compile and test the sub-project. -
Change to the working directory, compile sources and tests, and run tests:
cd work_dir/subproject_namedefects4j compiledefects4j test
Example1：
cd /tmp/Shiro_core_37_buggy/coredefects4j compiledefects4j test
Example2：
cd /tmp/dbutils_1_buggydefects4j compiledefects4j test
Currently, we resuse all APIs of Defects4J (more details at https://github.com/rjust/defects4j), and thus all applications relying on Defects4J could be transferred smoothly to GrowingBugs.
To free users (especially beginers) of the repository from the complex configuration of the environments, we create and publish a Docker image of the system. You may download it by the following command:
docker pull registry.cn-hangzhou.aliyuncs.com/bit-zhuzhihao/growingbugrepository:0.3
By simply loading the image with Docker, you can make the system ready for evaluation where all configurations (e.g., Java versions, paths, and even all data within the repository) should have been well set.
Notably, this bug repository is based on the well-known Defects4J https://github.com/rjust/defects4j. We reuse its source code as well as the bugs in Defects4J. The key difference is that growingBugs levearages BugBuilder[1] to exclude bug-irrelevarange changes from bug-fixing commmits automatically whereas Defects4J requests human experts to accomplish the same task. Consequently, growingBugs can keep growing automatically even without human intervention.
Because the bug repository keeps growing, let us known if you need a stable version for your study (e.g., evalutions for a research paper), and we will release a specific version where the bugs and patches are fixed (to faciliate the replication of your study).
If you are exploiting our dataset, please kindly cite the following paper:
[1] Yanjie Jiang, Hui Liu, Nan Niu, Lu Zhang, Yamin Hu. Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems. The 43rd International Conference on Software Engineering (ICSE), pp. 686-698, May, 2021 https://liuhuigmail.github.io/publishedPappers/ICSE2021.pdf
@INPROCEEDINGS {GrowingBugs, author = {Yanjie Jiang and Hui Liu and Nan Niu and Lu Zhang and Yamin Hu}, booktitle = {IEEE/ACM 43rd International Conference on Software Engineering (ICSE 2021)}, title = {Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems}, year = {2021}, pages = {686-698}, doi = {10.1109/ICSE43902.2021.00069}, url = {https://doi.ieeecomputersociety.org/10.1109/ICSE43902.2021.00069}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, month = {may} }