Older releaseCurrent release 0.12.0
mlr3pipelines
0.1.0
- 0.12.05 Sep 2026, current
- 0.11.01 Mar 2026
- 0.9.028 Nov 2025
- 0.10.028 Nov 2025
- 0.8.017 Jun 2025
- 0.7.27 Mar 2025
- 0.7.114 Nov 2024
- 0.7.024 Sep 2024
- 0.6.01 Jul 2024
- 0.5.223 Apr 2024
- 0.5.126 Mar 2024
- 0.5.0-28 Dec 2023
- 0.5.0-122 May 2023
- 0.5.022 May 2023
- 0.4.323 Mar 2023
- 0.4.221 Sep 2022
- 0.4.115 May 2022
- 0.4.015 Nov 2021
- 0.3.6-16 Oct 2021
- 0.3.67 Sep 2021
- 0.3.5-15 Aug 2021
- 0.3.56 Jul 2021
- 0.3.45 Mar 2021
- 0.3.39 Feb 2021
- 0.3.218 Dec 2020
- 0.3.116 Nov 2020
- 0.3.013 Sep 2020
- 0.2.118 Aug 2020
- 0.1.36 Apr 2020
- 0.1.210 Dec 2019
- 0.1.129 Oct 2019
- 0.1.06 Oct 2019
- Released
- 6 Oct 2019R 3.6.1 at the time
- Advisories, method
Method
Security advisories
Advisories come from the R Consortium advisory database, a community record of security problems in R packages, as OSV publishes it.
- The copy
- The record is read once a day. The data is published under the Apache License 2.0 and is credited on the advisories list.
- Box under the name
- Under the package's name, a box names any advisory that affects the current release, with its fix or that there is none.
- Ranges
- Advisories state ranges, such as from 0.9.12 up to but not including 1.8.8. Each range is checked against every version CRAN has published, using the version rules R itself uses, so a release that came out after the advisory was written is still caught by its range.
- Not the package
- The rating is for the library flaw itself, not for how exposed the R package is, and it is never added up into a figure for the package.
- None knownfor this release
- Test coverage, method
Method
Test coverage
Test coverage is measured by downloading each CRAN package's current source file, installing its dependencies, building it and running its tests under covr.
- Almost half of CRAN has no tests to run
- Only CRAN packages are measured. Many have no percentage, most often because the package has no tests, and that blank is a recorded outcome, not missing data.
- NOT_CRAN
- Tests run with NOT_CRAN=true, so tests that skip themselves on CRAN run here, and the figure can differ from what CRAN's own checks see.
- Current version only
- Only the current version is measured, and a new version on CRAN is measured again. Older rows are kept but never filled in later. This is one package's run.
- Never 0%
- On a package page three states stay apart: measured, no tests, and not measured. Neither of the last two is ever shown as 0%.
- –not measured for this release
- Public exports, method
Method
Code metrics
Code metrics come from reading the released source of each package version. The package is never installed, loaded or run.
- One row a version
- Each analysed version gives one row of figures. The Code, Tests and Documentation sections, the pages of older releases and Release changes all read from those rows.
- CRAN
- CRAN versions are read from the github.com/cran mirror, which holds one commit for each released source file, and every version tag is analysed. Nothing is built, installed or run.
- Release, not repository
- Documentation describes what the analysed release holds: a
README, vignettes, aNEWSfile and the shares read from its help pages. Files kept only in the repository, such as a pkgdown configuration or CI files, are read by the repository scan instead. - Zero
- Zero means the analysis looked and found none.
- 76in its first release
Record made 29 Oct 2026, 07:43 UTC from data release v2026-10-28, merged 23:10 UTC. Project DOI 10.5281/zenodo.21843040.
https:/
This page reports what R Observatory measured for this release. It is not a validation, and it does not say whether the package is fit for your intended use.
Compare
Compared with 0.12.0, released 5 Sep 2026.
- Time between
- 2,526 days30 releases in between
- Advisories
- None knownfor either release
- Exports
- 3 removed80 added as well
- Files changed
- 407+86,084 −50,039 lines
Values that differ (20)
| Measure | Section | 0.1.0 | 0.12.0 |
|---|---|---|---|
| Download size | Release | 821 KB | 843 KB |
| Authors | Release | Martin Binder, Florian Pfisterer, Bernd Bischl, Michel Lang, Susanne Dandl | Martin Binder, Florian Pfisterer, Lennart Schneider, Bernd Bischl, Michel Lang, Sebastian Fischer, Susanne Dandl, Keno Mersmann, Maximilian Mücke, Lona Koers, Alexander Winterstetter |
| Public exports | Code | 76 | 153 |
| Internal functions | Code | 41 | 140 |
| Lines of R code | Code | 7,489 | 20,573 |
| Complexity | Code | mean 2.3, highest 9 | mean 3.7, highest 167 |
| Tests | Tests | Yes, testthat (edition not declared, 2nd by default), 134 test blocks | Yes, testthat (3rd edition), 565 test blocks |
| Test lines per line of code | Tests | 0.67 | 0.91 |
| Exports named in tests | Tests | 89.5% | 96.1% |
| Help pages with running examples | Tests | 49 of 49 | 104 of 108 |
| Help pages | Documentation | 68 | 132 |
| Exports documented | Documentation | 98.7% | 98% |
| Exports with examples | Documentation | 73.1% | 82.8% |
| Return value documented | Documentation | 19.7% | 25.8% |
| Vignettes | Documentation | 2 | 1 |
| NEWS | Documentation | Yes, mentions 0.1.0 | Yes, mentions 0.12.0 |
| Citation file | Documentation | No | Yes, cites a publication |
| Depends | Dependencies | R (>= 3.1.0) | R (>= 3.3.0) |
| Imports | Dependencies | backports, checkmate, data.table, digest, mlr3 (>= 0.1.3), mlr3misc (>= 0.1.4), paradox, R6, withr | backports, checkmate, cli, data.table, digest, lgr, mlr3 (>= 0.20.0), mlr3misc (>= 0.17.0), paradox (>= 1.0.0), R6 |
| Suggests | Dependencies | ggplot2, glmnet, igraph, knitr, lgr, lme4, mlbench, mlr3filters, mlr3learners, nloptr, rmarkdown, rpart, testthat, visNetwork, bestNormalize, fastICA, kernlab, smotefamily | ggplot2, glmnet, igraph, knitr, lme4, mlbench, bbotk (>= 0.3.0), mlr3filters (>= 0.8.1), mlr3learners, mlr3measures, nloptr, quanteda, rmarkdown, rpart, stopwords, testthat, visNetwork, bestNormalize, fastICA, kernlab, smotefamily, evaluate, NMF, MASS, GenSA, methods, vtreat, future, htmlwidgets, ranger, themis, splines, dimRed, RSpectra, RANN |
Exports added (80)
%>>!%%among%CnfAtomCnfClauseCnfFormulaCnfSymbolCnfUniverseFilterEnsembleMultiplicityPipeOpADASPipeOpBLSmotePipeOpClassWeightsPipeOpClassWeightsExPipeOpColRolesPipeOpDateFeaturesPipeOpDecodePipeOpEncodeImpactPipeOpEncodePLPipeOpEncodePLQuantilesPipeOpEncodePLTreePipeOpImputeConstantPipeOpImputeLearnerPipeOpImputeModePipeOpImputeOORPipeOpInfoPipeOpIsomapPipeOpLearnerPICVPlusPipeOpLearnerQuantilesPipeOpMaterializePipeOpMultiplicityExplyPipeOpMultiplicityImplyPipeOpNMFPipeOpNearmissPipeOpOVRSplitPipeOpOVRUnitePipeOpProxyPipeOpRandomProjectionPipeOpRandomResponsePipeOpRenameColumnsPipeOpReplicatePipeOpRowApplyPipeOpSmoteNCPipeOpSplinesPipeOpTargetInvertPipeOpTargetMutatePipeOpTargetTrafoPipeOpTargetTrafoScaleRangePipeOpTextVectorizerPipeOpThresholdPipeOpTomekPipeOpTuneThresholdPipeOpVtreatas.CnfAtomas.CnfClauseas.CnfFormulaas.Multiplicitychain_graphsconcat_graphsis.Multiplicitymlr_graphspipeline_baggingpipeline_branchpipeline_convert_typespipeline_greplicatepipeline_ovrpipeline_robustifypipeline_stackingpipeline_targettrafopospplpplspreprocselector_cardinality_greater_thanselector_missingselector_negativeselector_non_missingselector_non_negativeselector_non_positiveselector_non_zeroselector_positive
Exports removed (3)
PipeOpImputeNewlvlbranchgreplicate
Most changed files (12 of 407)
| File | Lines added | Lines deleted |
|---|---|---|
inst/doc/introduction.html | 24,372 | 30,268 |
inst/doc/comparison_mlr3pipelines_mlr_sklearn.html | 2,837 | 3,452 |
MD5 | 2,791 | 2,615 |
inst/doc/extending.html | 1,471 | 368 |
tests/testthat/test_GraphLearner.R | 1,159 | 37 |
R/GraphLearner.R | 976 | 203 |
R/mlr_graphs_elements.R | 528 | 528 |
R/PipeOpTrafo.R | 802 | 105 |
tests/testthat/test_pipeop_impute.R | 705 | 171 |
tests/testthat/test_pipeop_learnercv.R | 831 | 26 |
tests/testthat/test_CnfFormula.R | 834 | 0 |
R/CnfFormula_simplify.R | 782 | 0 |
Release
- Published
- 6 Oct 2019
- Status
- Replaced by 0.1.1 on 29 Oct 2019
- Previous
- None recorded
- License
- LGPL-3, OSI approved
- Maintainer
- Martin Binder
- Download size
- 821 KB
- Authors
- Martin Binder, Florian Pfisterer, Bernd Bischl, Michel Lang, Susanne Dandl
Advisories
- This release
- None known
CRAN checks
Method, CRAN checks Method CRAN runs every current package through Checks and health
R CMD check on a set of machines and publishes a result for each one. The health shown on a package page comes from these results alone.
- Results
- Kept only for the current release
Code
- Lines of R code
- 7,489
- Public exports
- 76
- Internal functions
- 41
- Mean complexity
- 2.3the most is 9
Lines by kind (20,312)
| Kind | Lines | Share |
|---|---|---|
| R code | 7,489 | 37% |
| Tests | 5,014 | 25% |
| Documentation | 7,116 | 35% |
| Guides | 693 | 3% |
Tests
- Test cases
- 260
- Lines of tests
- 5,014
- Exports named in tests
- 89.5%
- Tests
- Yes, testthat (edition not declared, 2nd by default), 134 test blocks
- Test lines per line of code
- 0.67
- Coverage
- Not measured for this release
- Help pages with running examples
- 49 of 49
Documentation
- Exports documented
- 98.7%
- Arguments documented
- 100%
- Return value documented
- 19.7%
- Vignettes
- 2
- Help pages
- 68
- Exports with examples
- 73.1%
- NEWS
- Yes, mentions 0.1.0
- Citation file
- No
- Website
- Yes
Dependencies
Method, Dependencies Method Dependent packages are other packages that list this one under Reverse dependencies
Depends, Imports or LinkingTo in their DESCRIPTION file. Those fields list the packages a package needs to install, so dependents break if this one is archived or broken.Suggests install and run without it, and use it for tests, examples or an optional feature. They are counted as Suggested by, never among the dependents, and a package that also lists it under one of the three fields is a dependent and is not counted again.
- Depends
- R (>= 3.1.0)
- Imports
- backports, checkmate, data.table, digest, mlr3 (>= 0.1.3), mlr3misc (>= 0.1.4), paradox, R6, withr
- LinkingTo
- None
- Suggests
- ggplot2, glmnet, igraph, knitr, lgr, lme4, mlbench, mlr3filters, mlr3learners, nloptr, rmarkdown, rpart, testthat, visNetwork, bestNormalize, fastICA, kernlab, smotefamily
- Install tree
- Kept only for the current release
- Advisories in the install tree
- Kept only for the current release
Today
Checks, downloads, dependents, people and the repository describe the package as it is now, so they are on the current release.
Sources
| Part | From | As of |
|---|---|---|
| Release history | CRAN package versions | 28 Oct 2026 |
| Advisories | osv-advisories 1.0.0, R version 4.6.1 (2026-06-24) | 28 Oct 2026 |
| CRAN checks | CRAN check results | Kept only for the current release |
| Tests, documentation, code | rpkg-analyzer 0.5.2 | 5 Oct 2026 |
| Coverage | covr | Not measured for this release |
| Use | CRAN downloads, reverse dependencies, repository | Not shown for this release |
Daily data releases are kept on GitHub, so the data behind this record can be fetched again from v2026-10-28 (merged 23:10 UTC). Values not kept for a release say so and are never filled in from another release.