update
This commit is contained in:
279
html/msr.md2.html
Normal file
279
html/msr.md2.html
Normal file
@@ -0,0 +1,279 @@
|
||||
<h1 id="awesome-empirical-software-engineering-awesome">Awesome
|
||||
Empirical Software Engineering <a href="https://awesome.re"><img
|
||||
src="https://awesome.re/badge.svg" alt="Awesome" /></a></h1>
|
||||
<p>A curated repository of data sets and tools that can be used for
|
||||
conducting evidence-based, data-driven research on software systems.
|
||||
This research approach is often termed <a
|
||||
href="https://en.wikipedia.org/wiki/Experimental_software_engineering">experimental,
|
||||
or empirical software engineering</a>. Many of the data sets can also be
|
||||
useful in research using <a
|
||||
href="https://en.wikipedia.org/wiki/Search-based_software_engineering">search-based
|
||||
software engineering</a> methods. The repository is named after the <a
|
||||
href="https://www.msrconf.org/">Mining Software Repositories (MSR)</a>
|
||||
conference series. For examples of such work see the MSR conference’s <a
|
||||
href="http://2016.msrconf.org/#/hall-of-fame">Hall of Fame</a>.</p>
|
||||
<ul>
|
||||
<li>This list requires your input for its continuous improvement. Read
|
||||
the <a href="contributing.md">contribution guide</a> for instructions on
|
||||
how you can contribute. Alternatively, you can send me an <a
|
||||
href="mailto:dds@aueb.gr">email</a> if you find the process too
|
||||
cumbersome or confusing.</li>
|
||||
<li>For more awesome lists, see <a
|
||||
href="https://github.com/sindresorhus/awesome">awesome</a>.</li>
|
||||
</ul>
|
||||
<h2 id="contents">Contents</h2>
|
||||
<ul>
|
||||
<li><a href="#repositories">Repositories</a></li>
|
||||
<li><a href="#data-sets">Data Sets</a></li>
|
||||
<li><a href="#tools">Tools</a></li>
|
||||
<li><a href="#research-outlets">Research Outlets</a></li>
|
||||
</ul>
|
||||
<h2 id="repositories">Repositories</h2>
|
||||
<ul>
|
||||
<li><a href="https://github.com/Derek-Jones/ESEUR-code-data">ESEUR</a>
|
||||
All data used in the openly available book <a
|
||||
href="http://www.knosof.co.uk/ESEUR/index.html">Evidence-based Software
|
||||
Engineering</a></li>
|
||||
<li><a
|
||||
href="https://authecesofteng.github.io/directory-msr-datasets/">Directory
|
||||
of MSR Datasets</a></li>
|
||||
<li><a href="https://flossmole.org/collection_details">FLOSSmole</a> -
|
||||
Collaborative collection and analysis of free/libre/open source project
|
||||
data.</li>
|
||||
<li><a
|
||||
href="http://promise.site.uottawa.ca/SERepository/datasets-page.html">PROMISE</a>
|
||||
- About 20 datasets related to software engineering research.</li>
|
||||
<li><a href="http://sir.unl.edu/portal/index.php">SIR</a> -
|
||||
Software-artifact infrastructure repository; Java, C, C++, and C#
|
||||
software together with test suites and fault data.</li>
|
||||
<li><a href="http://zenodo.org/">Zenodo</a> - Software data collections
|
||||
in CERN’s open-access repository.
|
||||
<ul>
|
||||
<li><a href="http://zenodo.org/communities/seacraft">Software
|
||||
Engineering Artifacts Can Really Assist Future Tasks</a></li>
|
||||
<li><a
|
||||
href="https://zenodo.org/communities/empirical-software-engineering/">Empirical
|
||||
Software Engineering</a></li>
|
||||
<li><a href="https://zenodo.org/communities/msr/">Mining Software
|
||||
Repositories</a></li>
|
||||
</ul></li>
|
||||
</ul>
|
||||
<h2 id="data-sets">Data Sets</h2>
|
||||
<ul>
|
||||
<li><a
|
||||
href="https://androidtimemachine.github.io">AndroidTimeMachine</a> -
|
||||
Graph-based dataset of commit history of 8,431 real-world Android
|
||||
apps.</li>
|
||||
<li><a href="https://androzoo.uni.lu/">AndroZoo</a> - Collection of
|
||||
Android Applications.</li>
|
||||
<li><a href="http://bug.inf.usi.ch/index.php">Bug Prediction Dataset</a>
|
||||
- Collection of models and metrics from Eclipse JDT Core, PDE UI,
|
||||
Equinox Framework, Lucene, Mylyn, and their histories.</li>
|
||||
<li><a href="http://kin-y.github.io/miningReviewRepo/">Code Reviews</a>
|
||||
- Code reviews of OpenStack, LibreOffice, AOSP, Qt, Eclipse.</li>
|
||||
<li><a
|
||||
href="http://www.comp.nus.edu.sg/%7Erelease/corebench/">CoREBench</a> -
|
||||
Collection of 70 realistically Complex Regression Errors that were
|
||||
systematically extracted from the repositories and bug reports of four
|
||||
open-source software projects: Make, Grep, Findutils, and
|
||||
Coreutils.</li>
|
||||
<li><a href="https://rvantonder.github.io/CryptOSS/">Cryptocurrency
|
||||
GitHub Activity and Market Cap Dataset</a> - Activity such as commits,
|
||||
stars, prices, and market cap of over 200 cryptocurrency projects on
|
||||
GitHub over time. Raw, historic data is also <a
|
||||
href="https://zenodo.org/record/2595588#.XRuzuBNKhSM">available</a>.</li>
|
||||
<li><a href="https://github.com/rjust/defects4j">Defects4J</a> -
|
||||
Collection of 395 reproducible bugs collected with the goal of advancing
|
||||
software testing research.</li>
|
||||
<li><a
|
||||
href="http://download.eclipse.org/scava/datasets/aeri_stacktraces/aeri_stacktraces.html">Eclipse
|
||||
AERI stacktraces</a> - Collection of stacktraces of Exceptions
|
||||
encountered by users of the Eclipse IDE, as retrieved by the AERI
|
||||
reporting system.</li>
|
||||
<li><a
|
||||
href="https://figshare.com/articles/Enron_Spreadsheets_and_Emails/1221767">Enron
|
||||
Spreadsheets and Emails</a> - All the spreadsheets and emails used in
|
||||
the paper ‘Enron’s Spreadsheets and Related Emails: A Dataset and
|
||||
Analysis’.</li>
|
||||
<li><a
|
||||
href="https://github.com/istlab/maven_bug_catalog">Findbugs-maven</a> -
|
||||
Set of FindBugs reports for the Java projects of the <a
|
||||
href="https://maven.apache.org">Maven repository</a>.</li>
|
||||
<li><a href="http://ghtorrent.org/">GHTorrent</a> - Scalable, queriable,
|
||||
offline mirror of data offered through the GitHub REST API.</li>
|
||||
<li><a
|
||||
href="http://www.inf.u-szeged.hu/~ferenc/papers/GitHubBugDataSet/">GitHub
|
||||
Bug Dataset</a> - Bug Dataset of 15 Java open-source projects
|
||||
characterized by static source code metrics.</li>
|
||||
<li><a
|
||||
href="https://cloud.google.com/bigquery/public-data/github">GitHub on
|
||||
Google BigQuery</a> - GitHub data accessible through Google’s BigQuery
|
||||
platform.</li>
|
||||
<li><a href="http://slebok.github.io/zoo/">Grammar Zoo</a> - Collection
|
||||
of grammars of DSLs and GPLs, some extracted from metamodels and
|
||||
document schemata.</li>
|
||||
<li><a href="http://www.kave.cc/datasets">KaVE</a> - Developer tool
|
||||
interaction data.</li>
|
||||
<li><a href="https://zenodo.org/record/2652487#.XRnvomUzb0o">Linux
|
||||
Kernel 4.21 Call Graphs</a> - The Linux Kernel 4.21 Call Graphs produced
|
||||
using <a href="https://github.com/dspinellis/cscout/">CScout</a>.</li>
|
||||
<li><a href="https://github.com/bkarak/data_msr2015">Maven metrics</a> -
|
||||
Collection of software complexity & sizing metrics for the <a
|
||||
href="https://maven.apache.org">Maven Repository</a>.</li>
|
||||
<li><a href="https://zenodo.org/record/1489120">Maven Dependency
|
||||
Graph</a> - Snapshot of the whole Maven Central taken on September 6,
|
||||
2018, stored in a graph database.</li>
|
||||
<li><a href="https://github.com/jxshin/mzdata">mzdata</a> -
|
||||
Multi-extract and multi-level dataset of Mozilla issue tracking
|
||||
history.</li>
|
||||
<li><a
|
||||
href="https://github.com/AuthEceSoftEng/msr-2018-npm-miner">npm-miner</a>
|
||||
- The dataset contains the analysis results of 5 open source software
|
||||
quality tools eslint, escomplex, nsp, jsinspect and sonarjs for 2000
|
||||
popular (in terms of stars and downloads) npm packages.</li>
|
||||
<li><a href="https://github.com/tue-mdse/ocl-dataset">OCL Expressions on
|
||||
GitHub</a> - Data set of 9188 OCL expressions originating from 504 EMF
|
||||
meta-models in 245 systematically selected GitHub repositories.</li>
|
||||
<li><a href="https://reporeapers.github.io">RepoReapers Data Set</a> -
|
||||
Data set containing a collection of <em>engineered software
|
||||
projects</em> from GHTorrent.</li>
|
||||
<li><a href="https://doi.org/10.5281/zenodo.2583978">Software Heritage
|
||||
Graph Dataset</a> - Graph of the development history and file metadata
|
||||
of >80 million software projects from various forges (GitHub, Gitlab,
|
||||
Debian, PyPI, Google Code, etc) in a deduplicated and unified
|
||||
representation (<a
|
||||
href="https://dl.acm.org/citation.cfm?id=3341907">paper here</a>).</li>
|
||||
<li><a href="http://stamina.chefbe.net/download">STAMINA</a> - (STAte
|
||||
Machine INference Approaches) data are used to benchmark techniques for
|
||||
learning deterministic finite state machines (FSMs).</li>
|
||||
<li><a href="https://archive.org/details/stackexchange">Stack
|
||||
Exchange</a> - Anonymized dump of all user-contributed content on the
|
||||
Stack Exchange network.</li>
|
||||
<li><a href="http://travistorrent.testroots.org">TravisTorrent</a> -
|
||||
Provides free and easy-to-use Traivs CI build analyses.</li>
|
||||
<li><a href="https://wiki.debian.org/UltimateDebianDatabase">Ultimate
|
||||
Debian Database (UDD)</a> - Data about various aspects of Debian
|
||||
(e.g. packages, bugs, mainteners) in the same SQL database.</li>
|
||||
<li><a
|
||||
href="http://www.inf.u-szeged.hu/~ferenc/papers/UnifiedBugDataSet/">Unified
|
||||
Bug Dataset</a> - Static source code based datasets which includes the
|
||||
Bugcatchers Bug Dataset, the <a
|
||||
href="http://bug.inf.usi.ch/index.php">Bug Prediction Dataset</a>, the
|
||||
<a
|
||||
href="https://www.st.cs.uni-saarland.de/softevo/bug-data/eclipse/">Eclipse
|
||||
Bug Dataset</a>, the <a
|
||||
href="http://www.inf.u-szeged.hu/~ferenc/papers/GitHubBugDataSet/">GitHub
|
||||
Bug Dataset</a>, some datasets from the <a
|
||||
href="http://promise.site.uottawa.ca/SERepository/datasets-page.html">PROMISE</a>
|
||||
repository.</li>
|
||||
<li><a href="https://github.com/dspinellis/unix-history-repo">Unix
|
||||
history</a> - Git repository with 46 years of Unix history
|
||||
evolution.</li>
|
||||
</ul>
|
||||
<h2 id="tools">Tools</h2>
|
||||
<ul>
|
||||
<li><a
|
||||
href="https://github.com/JetBrains-Research/astminer">astminer</a> -
|
||||
Library and tool for mining of path-based representations of code and
|
||||
other data derived from ASTs.</li>
|
||||
<li><a href="http://boa.cs.iastate.edu/">Boa</a> - Domain-specific
|
||||
language and infrastructure that eases mining software
|
||||
repositories.</li>
|
||||
<li><a
|
||||
href="https://github.com/JetBrains-Research/buckwheat">buckwheat</a> -
|
||||
Multi-language tokenizer for extracting identifiers from source
|
||||
code.</li>
|
||||
<li><a href="http://www.spinellis.gr/sw/ckjm/">ckjm</a> - Chidamber and
|
||||
Kemerer Java Metrics.</li>
|
||||
<li><a href="https://github.com/SpoonLabs/coming/">Coming</a> - A Java
|
||||
framework for analyzing code changes and mining instances of change
|
||||
patterns from Git repositories.</li>
|
||||
<li><a href="https://github.com/rvantonder/CryptOSS">CryptOSS</a> - Mine
|
||||
GitHub activity and market cap data for cryptocurrency projects.</li>
|
||||
<li><a href="https://github.com/tushartushar/DbDeo">DbDeo</a> - Extract
|
||||
embedded SQL statements and detect database schema smells.</li>
|
||||
<li><a href="http://www.designite-tools.com">Designite</a> - Compute
|
||||
source code metrics and detect a variety of implementation, design, and
|
||||
architecture smells for C#.</li>
|
||||
<li><a
|
||||
href="https://github.com/tushartushar/DesigniteJava">DesigniteJava</a> -
|
||||
Compute source code metrics and detect a variety of implementation and
|
||||
design smells for Java.</li>
|
||||
<li><a href="https://github.com/jrfaller/diggit">Diggit</a> - Agile Ruby
|
||||
Tool to analyze Git repositories.</li>
|
||||
<li><a href="http://grimoirelab.github.io/">GrimoireLab</a> -
|
||||
Free/Libre/Open Source tools for Software Development Analytics.</li>
|
||||
<li><a
|
||||
href="http://www.github.com/mauricioaniche/metricminer2">MetricMiner</a>
|
||||
- Lean Java DSL to mine and extract data (e.g. commits, developers,
|
||||
modifications, diffs) from Git and SVN repositories.</li>
|
||||
<li><a
|
||||
href="https://github.com/diverse-project/maven-miner">Maven-miner</a> -
|
||||
Java tools and infrastructure to resolve the whole Maven dependency
|
||||
graph, hosted in Maven Central, in the form of a <a
|
||||
href="https://neo4j.com/">Neo4j</a> Graph.</li>
|
||||
<li><a
|
||||
href="https://github.com/chaoss/grimoirelab-perceval">Perceval</a> -
|
||||
Fetch repository data from tens of back-ends.</li>
|
||||
<li><a href="https://github.com/tushartushar/Puppeteer">Puppeteer</a> -
|
||||
Detect configuration smells in Puppet code.</li>
|
||||
<li><a href="https://github.com/ishepard/pydriller">PyDriller</a> -
|
||||
Python Framework to analyse Git repositories.</li>
|
||||
<li><a href="https://github.com/dspinellis/cqmetrics">qmcalc</a> -
|
||||
Calculate quality metrics from C source code.</li>
|
||||
<li><a href="https://github.com/RepoReapers/reaper">reaper</a> - Python
|
||||
tool to compute a score for a repository from GHTorrent. The score
|
||||
quantifies the extent to which the project contained within the
|
||||
repository is <em>engineered</em>.</li>
|
||||
<li><a
|
||||
href="https://github.com/tsantalis/RefactoringMiner">RefactoringMiner</a>
|
||||
- Library/API for detection of refactorings in changes of Java
|
||||
code.</li>
|
||||
<li><a href="https://github.com/electricalwind/data7">VulData7</a> -
|
||||
Java framework enabling the automated collection of commits fixing
|
||||
vulnerabilities that are reported in NVD (links NVD with Git).</li>
|
||||
</ul>
|
||||
<h2 id="research-outlets">Research Outlets</h2>
|
||||
<ul>
|
||||
<li>Outlets exclusively devoted to empirical software engineering
|
||||
research
|
||||
<ul>
|
||||
<li><a href="https://link.springer.com/journal/10664">Empirical Software
|
||||
Engineering journal</a></li>
|
||||
<li><a href="https://www.msrconf.org/">MSR: Mining Software Repositories
|
||||
conference</a></li>
|
||||
<li><a href="http://promise.site.uottawa.ca/SERepository/">PROMISE:
|
||||
Predictive Models and Data Analytics in Software Engineering
|
||||
conference</a></li>
|
||||
</ul></li>
|
||||
<li>Outlets that publish empirical software engineering research
|
||||
<ul>
|
||||
<li><a href="https://dl.acm.org/citation.cfm?id=J790">ACM Transactions
|
||||
on Software Engineering and Methodology (TOSEM)</a></li>
|
||||
<li><a href="https://www.esec-fse.org/">ESEC/FSE: ACM Joint European
|
||||
Software Engineering Conference and Symposium on the Foundations of
|
||||
Software Engineering</a></li>
|
||||
<li><a href="http://www.icse-conferences.org/">ICSE: International
|
||||
Conference on Software Engineering</a></li>
|
||||
<li><a href="https://publications.computer.org/software-magazine/">IEEE
|
||||
Software magazine</a></li>
|
||||
<li><a href="https://www.computer.org/csdl/journal/ts">IEEE Transactions
|
||||
on Software Engineering</a></li>
|
||||
<li><a
|
||||
href="https://www.journals.elsevier.com/journal-of-systems-and-software">Journal
|
||||
of Systems and Software</a></li>
|
||||
<li><a
|
||||
href="https://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000695">SANER:
|
||||
IEEE International Conference on Software Analysis, Evolution and
|
||||
Reengineering</a></li>
|
||||
</ul></li>
|
||||
</ul>
|
||||
<h2 id="license">License</h2>
|
||||
<p><a href="https://creativecommons.org/publicdomain/zero/1.0/"><img
|
||||
src="http://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg"
|
||||
alt="CC0" /></a></p>
|
||||
<p>To the extent possible under law, <a
|
||||
href="http://www.spinellis.gr">Diomidis Spinellis</a> has waived all
|
||||
copyright and related or neighboring rights to this work.</p>
|
||||
<p><a href="https://github.com/dspinellis/awesome-msr">msr.md
|
||||
Github</a></p>
|
||||
Reference in New Issue
Block a user