kieker-for-jupyter
Kieker is an observability framework, that consists of an monitoring and tracing agent, and compatible analysis tools
Science Score: 39.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 6 DOI reference(s) in README -
○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (15.7%) to scientific vocabulary
Keywords
Repository
Kieker is an observability framework, that consists of an monitoring and tracing agent, and compatible analysis tools
Basic Info
Statistics
- Stars: 107
- Watchers: 8
- Forks: 43
- Open Issues: 738
- Releases: 11
Topics
Metadata Files
README.md
Kieker Observability Framework
The internal behavior of large-scale software systems cannot be determined on the basis of static (e.g., source code) analysis alone. Kieker provides complementary dynamic analysis capabilities, i.e., tracing, monitoring and analyzing a software systems runtime behavior enabling application performance monitoring and architecture discovery.
Detailed information about Kieker is provided at http://kieker-monitoring.net/ and its documentation site https://kieker-monitoring.readthedocs.io/en/latest/
Citation
If you use this software, please cite
Shinhyung Yang, David Georg Reichelt, Reiner Jung, Marcel Hansson, and Wilhelm Hasselbring (2025) "The Kieker Observability Framework Version 2". In: Companion of the 16th ACM/SPEC International Conference on Performance Engineering (ICPE '25), May 5-9, 2025, Toronto, ON, Canada. https://doi.org/10.1145/3680256.3721972
Wilhelm Hasselbring and Andr van Hoorn (2020) "Kieker: A monitoring framework for software engineering research". Software Impacts, 5. https://doi.org/10.1016/j.simpa.2020.100019
Andr van Hoorn, Jan Waller, and Wilhelm Hasselbring (2012) "Kieker: A Framework for Application Performance Monitoring and Dynamic Software Analysis". In: 3rd joint ACM/SPEC International Conference on Performance Engineering (ICPE 2012), April 22-25, 2012, Boston, Massachusetts, USA. https://doi.org/10.1145/2188286.2188326
BibTeX entries are provides as Kieker BibTeX file
Usage
Kieker releases (stable, nightly, etc.) can be downloaded from our website's Download Section.
Documentation on how to use Kieker can be found here: Kieker Documentation
Development and Contribution
Gradle is used as the build tool. A build.gradle file is provided. From the command-line, please use the provided Gradle wrapper script, e.g., on Unix-based systems, run ./gradlew clean build -x check -x test to build without executing checks and tests.
For issue tracking and bug reports, JIRA is used at https://kieker-monitoring.atlassian.net/.
Further instructions for developers are available at https://kieker-monitoring.atlassian.net/wiki/display/DEV/
Eclipse Setup for Contributors
- Get Gradle support by installing the Eclipse plugin "Buildship: ..." in version 2 or above.
- If you have already imported Kieker in Eclipse, delete it
- Import Kieker in Eclipse by importing it as gradle project (Eclipse will also import all submodules automatically)
- Whenever you change a build.gradle file, regenerate the .project and .classpath files for Eclipse by using "Gradle->Refresh Gradle Project"
Read our Confluence pages for more information.
Code Conventions
Read and follow our code conventions
Debugging and Logging Kieker's Execution
Kieker uses the Simple Logging Facade for Java (SLF4J) to support the logging framework of your choice. In order to see or store log messages, you need to bind a logging framework at deployment time.
A fast and flexible logging framework that can be used with SLF4J is Logback. In order to use it, you have to download it and add the following Jar files to the classpath:
- logback-classic-<version>.jar
- logback-core-<version>.jar
Moreover, you have to set up a logback.xml file for configuration and add its containing folder to the classpath. An example of such a file is provided below:
````xml
Logbacks official documentation provides more information on how to use and configure it.
Owner
- Name: kieker-monitoring
- Login: kieker-monitoring
- Kind: organization
- Website: http://kieker-monitoring.net/
- Repositories: 6
- Profile: https://github.com/kieker-monitoring
CodeMeta (codemeta.json)
{
"@context": "https://doi.org/10.5063/schema/codemeta-2.0",
"@type": "SoftwareSourceCode",
"license": "https://spdx.org/licenses/Apache-2.0",
"codeRepository": "https://github.com/kieker-monitoring/kieker",
"dateModified": "2025-09-04",
"issueTracker": "https://github.com/kieker-monitoring/kieker/issues",
"name": "Kieker",
"version": "2.0.2",
"description": "Application-level monitoring and dynamic analysis of software systems are a basis for various tasks in software engineering research, such as performance evaluation and reverse engineering. The Kieker framework provides monitoring, analysis, and visualization support for these purposes.",
"referencePublication": "https://doi.org/10.1145/3680256.3721972",
"programmingLanguage": [
"Java"
],
"runtimePlatform": [
"JVM"
],
"author": [
{
"@type": "Person",
"@id": "https://orcid.org/0000-0001-6625-4335",
"givenName": "Wilhelm",
"familyName": "Hasselbring",
"email": "hasselbring@email.uni-kiel.de",
"affiliation": {
"@type": "Organization",
"name": "Kiel University"
}
},
{
"@type": "Person",
"@id": "https://orcid.org/0000-0003-2567-6077",
"givenName": "Andre",
"familyName": "van Hoorn",
"email": "van.hoorn@informatik.uni-stuttgart.de",
"affiliation": {
"@type": "Organization",
"name": "University of Stuttgart"
}
},
{
"@type": "Person",
"@id": "https://orcid.org/0000-0002-5464-8561",
"givenName": "Reiner",
"familyName": "Jung",
"email": "reiner.jung@stk.landsh.de",
"affiliation": {
"@type": "Organization",
"name": "ZIT SH"
}
},
{
"@type": "Person",
"@id": "https://orcid.org/0000-0001-6625-4335",
"givenName": "David Georg",
"familyName": "Reichelt",
"email": "d.g.reichelt@lancaster.ac.uk",
"affiliation": {
"@type": "Organization",
"name": "Lancaster University, Leipzig"
}
},
{
"@type": "Person",
"@id": "https://orcid.org/0000-0002-8997-9942",
"givenName": "Shinhyung",
"familyName": "Yang",
"email": "shinhyung.yang@email.uni-kiel.de",
"affiliation": {
"@type": "Organization",
"name": "Kiel University"
}
},
{
"@type": "Person",
"@id": "https://orcid.org/0009-0000-6524-037X",
"givenName": "Marcel",
"familyName": "Hansson",
"email": "marcel.hansson@uni-hamburg.de",
"affiliation": {
"@type": "Organization",
"name": "University of Hamburg"
}
}
]
}
Issues and Pull Requests
Last synced: 4 months ago
All Time
- Total issues: 1,896
- Total pull requests: 629
- Average time to close issues: 1 day
- Average time to close pull requests: 9 days
- Total issue authors: 4
- Total pull request authors: 11
- Average comments per issue: 1.87
- Average comments per pull request: 0.77
- Merged pull requests: 339
- Bot issues: 2
- Bot pull requests: 310
Past Year
- Issues: 1,894
- Pull requests: 388
- Average time to close issues: 1 day
- Average time to close pull requests: 8 days
- Issue authors: 3
- Pull request authors: 5
- Average comments per issue: 1.88
- Average comments per pull request: 1.1
- Merged pull requests: 144
- Bot issues: 0
- Bot pull requests: 214
Top Authors
Issue Authors
- rju (1,879)
- DaGeRe (11)
- shinhyungyang (6)
- dependabot[bot] (2)
Pull Request Authors
- dependabot[bot] (321)
- rju (228)
- DaGeRe (74)
- shinhyungyang (9)
- Col20s (2)
- avanhoorn (2)
- simontrapp (1)
- stro18 (1)
- holgerknoche (1)
- Marcel-Ha (1)
- duelle (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
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Total downloads:
- pypi 11 last-month
-
Total dependent packages: 6
(may contain duplicates) -
Total dependent repositories: 28
(may contain duplicates) - Total versions: 18
- Total maintainers: 1
repo1.maven.org: net.kieker-monitoring:kieker
Kieker: Application Performance Monitoring and Dynamic Software Analysis
- Homepage: http://kieker-monitoring.net
- Documentation: https://appdoc.app/artifact/net.kieker-monitoring/kieker/
- License: The Apache Software License, Version 2.0
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Latest release: 2.0.2
published about 1 year ago
Rankings
pypi.org: kieker-for-jupyter
Enhancing Kieker usability in Jupyter Notebooks
- Homepage: https://github.com/kieker-monitoring/kieker
- Documentation: https://kieker-for-jupyter.readthedocs.io/
- License: apache-2.0
-
Latest release: 0.1.0
published 8 months ago
Rankings
Maintainers (1)
Dependencies
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- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- de.cau.cs.se.teetime:teetime ${libTeetimeVersion} implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.junit.jupiter:junit-jupiter-api 5.11.4 testImplementation
- org.mockito:mockito-core 5.16.1 testImplementation
- org.junit.jupiter:junit-jupiter-engine 5.11.3 testRuntimeOnly
- com.beust:jcommander ${jcommanderVersion} implementation
- commons-io:commons-io 2.19.0 implementation
- de.cau.cs.se.teetime:teetime ${libTeetimeVersion} implementation
- org.apache.commons:commons-collections4 4.5.0 implementation
- org.apache.commons:commons-csv 1.14.0 implementation
- org.apache.commons:commons-lang3 3.17.0 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.junit.jupiter:junit-jupiter-api 5.11.4 testImplementation
- org.mockito:mockito-core 5.16.1 testImplementation
- org.junit.jupiter:junit-jupiter-engine 5.11.3 testRuntimeOnly
- com.beust:jcommander ${jcommanderVersion} implementation
- org.junit.jupiter:junit-jupiter 5.12.1 testImplementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.apache.commons:commons-lang3 3.17.0 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.junit.jupiter:junit-jupiter-api 5.11.4 testImplementation
- org.mockito:mockito-core 5.16.1 testImplementation
- org.junit.jupiter:junit-jupiter-engine 5.11.3 testRuntimeOnly
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.mockito:mockito-core 5.16.1 testImplementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.apache.commons:commons-lang3 3.17.0 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.junit.jupiter:junit-jupiter-api 5.11.4 testImplementation
- org.mockito:mockito-core 5.16.1 testImplementation
- org.junit.jupiter:junit-jupiter-engine 5.11.3 testRuntimeOnly
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.apache.commons:commons-lang3 3.17.0 implementation
- org.apache.commons:commons-text 1.13.1 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.mockito:mockito-core 5.16.1 testImplementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.mosim.refactorlizar:architecture-evaluation-tool 0.0.4 implementation
- org.mockito:mockito-core 5.16.1 testImplementation
- com.github.yannrichet:Rsession 1.8.3 implementation
- org.apache.commons:commons-lang3 3.17.0 implementation
- org.apache.commons:commons-math3 3.6.1 implementation
- org.rosuda.REngine:REngine 2.1.0 implementation
- org.rosuda.REngine:Rserve 1.8.1 implementation
- ch.qos.logback:logback-classic $libLogbackVersion implementation
- com.beust:jcommander ${jcommanderVersion} implementation
- de.cau.cs.se.teetime:teetime 3.1.1 implementation
- io.opentelemetry:opentelemetry-api ${opentelemetryJavaVersion} implementation
- io.opentelemetry:opentelemetry-exporter-otlp ${opentelemetryJavaVersion} implementation
- io.opentelemetry:opentelemetry-exporter-zipkin ${opentelemetryJavaVersion} implementation
- io.opentelemetry:opentelemetry-sdk ${opentelemetryJavaVersion} implementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.mockito:mockito-core 5.16.1 testImplementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- de.cau.cs.se.teetime:teetime ${libTeetimeVersion} implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.apache.commons:commons-lang3 3.17.0 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.jgrapht:jgrapht-core 1.5.2 implementation
- org.junit.jupiter:junit-jupiter-api 5.11.4 testImplementation
- org.mockito:mockito-core 5.16.1 testImplementation
- org.junit.jupiter:junit-jupiter-engine 5.11.3 testRuntimeOnly
- com.beust:jcommander ${jcommanderVersion} implementation
- org.mockito:mockito-core 5.16.1 testImplementation
- com.beust:jcommander ${jcommanderVersion} implementation
- org.junit.jupiter:junit-jupiter 5.12.1 testImplementation
- ch.qos.logback:logback-access $libLogbackVersion implementation
- ch.qos.logback:logback-classic $libLogbackVersion implementation
- ch.qos.logback:logback-core $libLogbackVersion implementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.fasterxml.jackson.core:jackson-databind 2.18.3 implementation
- com.sun.xml.bind:jaxb-impl 4.0.5 implementation
- jakarta.xml.bind:jakarta.xml.bind-api 4.0.2 implementation
- org.apache.commons:commons-compress 1.27.1 implementation
- org.csveed:csveed 0.8.2 implementation
- org.eclipse.emf:org.eclipse.emf.ecore 2.38.0 implementation
- org.eclipse.emf:org.eclipse.emf.ecore.xmi 2.39.0 implementation
- org.hamcrest:hamcrest-all 1.3 testImplementation
- org.junit.jupiter:junit-jupiter-api 5.11.4 testImplementation
- org.mockito:mockito-core 5.16.1 testImplementation
- org.junit.jupiter:junit-jupiter-engine 5.11.3 testRuntimeOnly
- com.beust:jcommander ${jcommanderVersion} implementation
- com.beust:jcommander ${jcommanderVersion} implementation
- com.beust:jcommander ${jcommanderVersion} implementation