PyPI · #3555 most downloaded on PyPI

graphframes-py

0.12.21.3M downloads/mographframes/graphframes ↗New releases in your daily digest, changelog included.

GraphFrames: Graph Processing Framework for Apache Spark

Last release 1 months ago
28 Aug 2026
Ships fairly regularly
a new release about every 2 months
Nearly every release is documented
notes for 10 of 11 stable releases
Nothing withdrawn
no release was ever pulled
2 years old
11 releases · first in 2025

Release timeline

11 releases since 2025

20252026

One column per month.

Releases

0.12.228 Aug 2026
Connected components performance & Spark Connect fixes
Connected components performance & Spark Connect fixes

The randomized_contraction connected-components algorithm now benchmarks better than two_phase with AQE and uses roughly half the memory

pageRank no longer raises an AttributeError on Spark Connect

Tutorial dependencies are published as PEP 621 extras, installable with pip install graphframes-py[tutorials]

click moved to the main dependencies so the graphframes CLI works without the tutorials extra

What's Changed

chore(deps-dev): bump setuptools from 80.9.0 to 83.0.0 in /python by @dependabot[bot] in #875

Fix: move click to main dependencies and lazy-import tutorials in console.py by @rjurney with @Copilot in #881

Fix: restore the broken star history chart by @PingouinFerreux in #883

fix: publish tutorials dependencies as PEP 621 extras by @james-willis in #885

feat: GQL-1 -- update py7zr by @SemyonSinchenko in #867

chore: add test for 873 by @SemyonSinchenko in #886

fix: resolve AttributeError in pageRank on Spark Connect (issue #889) by @MCBoarder289 in #890

perf: better wcc by @SemyonSinchenko in #888

New Contributors

@rjurney with @Copilot made their first contribution in #881

@PingouinFerreux made their first contribution in #883

@MCBoarder289 made their first contribution in #890

Full Changelog: v0.12.1...v0.12.2

From the same repository

graphframes/graphframes

graphframesPyPIGraphFrames: DataFrame-based Graphs

0.12.013 Jun 2026

fix: revert upload-pages-artifact to v4 in docs workflow by @james-willis in #820

What's Changed

fix: revert upload-pages-artifact to v4 in docs workflow by @james-willis in #820
doc: sync docs with code by @SemyonSinchenko in #822
chore: fix docs build by @SemyonSinchenko in #821
docs: add Wherobots CTA to 0.11.0 release post by @james-willis in #823
add reversed implementation to Pregel API by @slavlotski in #813
chore(deps-dev): bump pytest from 8.4.1 to 9.0.3 in /python by @dependabot[bot] in #826
Potential fix for code scanning alert no. 1: Workflow does not contain permissions by @SemyonSinchenko in #832
Potential fix for code scanning alert no. 2: Workflow does not contain permissions by @SemyonSinchenko in #831
Potential fix for code scanning alert no. 3: Workflow does not contain permissions by @SemyonSinchenko in #830
chore(deps-dev): bump urllib3 from 2.6.3 to 2.7.0 in /python by @dependabot[bot] in #837
chore(deps-dev): bump idna from 3.10 to 3.15 in /python by @dependabot[bot] in #838
chore(deps-dev): bump pyarrow from 20.0.0 to 23.0.1 in /python by @dependabot[bot] in #844
Add Spark CBO config tips for boosting motif finding performance by @WeichenXu123 in #845
Optimization: Add pruning for connected component 2 phase algorithm by @WeichenXu123 in #846
chore: README update by @SemyonSinchenko in #850
chore: sitemap generation by @SemyonSinchenko in #852
chore: sbt-eclipse plugin by @SemyonSinchenko in #848
feat: add NeighborhoodAwareCDLP community detection algorithm by @SemyonSinchenko in #825
feat: all paths between two nodes by @SemyonSinchenko in #828
fix: use git modification time as docs mtime by @SemyonSinchenko in #855
feat: pregel memory optimizations by @SemyonSinchenko in #847
feat: HyperANF implementation by @SemyonSinchenko in #841
feat: 012 release blogpost by @SemyonSinchenko in #857

New Contributors

@slavlotski made their first contribution in #813

Full Changelog: v0.11.0...v0.12.0

Open source →

Additional notes

v0.12.0

Compare

Choose a tag to compare

Open source →

0.11.031 Mar 2026

doc: add Maven Central coordinates section to installation guide by @SemyonSinchenko in #774

What's Changed

doc: add Maven Central coordinates section to installation guide by @SemyonSinchenko in #774
fix: Support string IDs in GraphFrame powerIterationClustering by @SemyonSinchenko in #773
fix: fix links in docs by @SemyonSinchenko in #777
feat: more tests for fromEdges by @SemyonSinchenko in #778
fix: allow chaining with fixed-length patterns by @goungoun in #771
feat: update SVDPP docs and code by @SemyonSinchenko in #779
feat: Randomized Contraction CC by @SemyonSinchenko in #776
fix: allow undirected fixed length pattern by @goungoun in #781
fix: anonymous vertex suppot for variable length pattern by @goungoun in #783
feat: run tests agains spark 4.1 by @SemyonSinchenko in #787
feat: remove numpy and nose by @SemyonSinchenko in #788
feat: add approximate triangle counting algorithm using DataSketches by @SemyonSinchenko in #789
Update README.md by @Yorko in #793
chore(deps-dev): bump protobuf from 5.29.5 to 5.29.6 in /python by @dependabot[bot] in #794
chore: switch to LDBC parquets for benchmarks + refactoring of them by @SemyonSinchenko in #799
feat: pyspark property graphs by @SemyonSinchenko in #798
docs: add AGENTS.md for AI agent development guidance by @james-willis in #800
fix(kcore): swap sendMsgToSrc/sendMsgToDst column references by @DavidGi in #802
feat: random walks and embeddings by @SemyonSinchenko in #752
feat: refactor ConnectedComponents API by @SemyonSinchenko in #803
feat(pregel): automatically skip second join when dst columns not needed by @james-willis in #795
chore: Fix typos in doc/05-blog/998-graphframes-010-release by @juanli16 in #811
chore(deps-dev): bump requests from 2.32.4 to 2.33.0 in /python by @dependabot[bot] in #812
feat: aggregate nbrs api by @SemyonSinchenko in #792
chore(deps-dev): bump pygments from 2.19.2 to 2.20.0 in /python by @dependabot[bot] in #815
fix: use trim instead f strip by @SemyonSinchenko in #816
fix: Java 8 compatibility for KMinSampling and benchmarks by @james-willis in #817
docs: add 0.11.0 release blog post by @james-willis in #814
chore: bump versions for publishing to latest by @SemyonSinchenko in #818
docs: add future work section to 0.11.0 release post by @james-willis in #819

New Contributors

@Yorko made their first contribution in #793
@DavidGi made their first contribution in #802
@juanli16 made their first contribution in #811

Full Changelog: v0.10.1...v0.11.0

Open source →

Additional notes

v0.11.0

Compare

Choose a tag to compare

Open source →

0.10.116 Jan 2026

chore(deps-dev): bump brotli from 1.1.0 to 1.2.0 in /python by @dependabot [bot] in #751

What's Changed

chore(deps-dev): bump brotli from 1.1.0 to 1.2.0 in /python by @dependabot[bot] in #751
chore(deps-dev): bump urllib3 from 2.5.0 to 2.6.0 in /python by @dependabot[bot] in #756
add more LDBC benchmark datasets by @james-willis in #764
feat(pregel): add requiredSrcColumns/requiredDstColumns API for triplet memory optimization by @joelrobin18 in #763
fix: mixing directed and undirected edges in motif throws parse error by @goungoun in #754
Fix: Throw IllegalArgumentException for null IDs/Src/Dst in toGraphX (Fixes #765) by @JeganVG in #766
chore(deps-dev): bump urllib3 from 2.6.0 to 2.6.3 in /python by @dependabot[bot] in #767
Update README.md to fix broken network motif tutorial link by @russelljurney-upside in #770
revert ConnectedComponents back to 0.9.3 version to fix perf regression by @james-willis in #772

New Contributors

@JeganVG made their first contribution in #766
@russelljurney-upside made their first contribution in #770

Full Changelog: v0.10.0...v0.10.1

Open source →

Additional notes

v0.10.1

Compare

Choose a tag to compare

Open source →

0.10.028 Oct 2025

feat: initial commit with a copy of GraphX code by @SemyonSinchenko in #680

What's Changed

feat: initial commit with a copy of GraphX code by @SemyonSinchenko in #680
chore: update image paths in README files to new directory location by @SemyonSinchenko in #683
feat: performance improvement in GraphX CDLP by @SemyonSinchenko in #681
feat: fix memory leaks in GraphX by @SemyonSinchenko in #687
feat: improvements in GF-based algorithms performance by @SemyonSinchenko in #690
feat: add LDBC Connected Components example by @SemyonSinchenko in #692
hotfix: java 8 did not have Path.of by @SemyonSinchenko in #694
feat: variable length pattern matching by @goungoun in #685
doc: update docs by @SemyonSinchenko in #699
feat: performance and API sync by @SemyonSinchenko in #698
feat: add validate method by @SemyonSinchenko in #695
feat: add Rocha–Thatte cycle detection algorithm by @SemyonSinchenko in #700
feat: aggregatemessages multiple columns by @SemyonSinchenko in #701
chore: update Dockerfile by @SemyonSinchenko in #702
feat: change default branch to "main" by @SemyonSinchenko in #703
feat: add a test for pagerank by @SemyonSinchenko in #707
feat: method to transform graph to undirected by @SemyonSinchenko in #705
feat: simplified implementation of triplets by @SemyonSinchenko in #708
feat: better TriangleCount by @SemyonSinchenko in #704
doc: Documentation on setting up the environment by @joelrobin18 in #719
chore: Unpersist cached data from the test suite by @joelrobin18 in #720
feat: refactoring of python && docs && sync pyspark with core by @SemyonSinchenko in #711
feat: add bidirectional motif pattern by @goungoun in #717
feat: add undirected edge motif pattern by @goungoun in #712
Improve result formatting for variable length pattern and undirected pattern by @goungoun in #728
bug: prevent negated bidirectional edge by @goungoun in #739
Add Graphframe Type Degree Methods by @joelrobin18 in #742
fix: make py4j pyspark api robust by @SemyonSinchenko in #743
feat: K-Core by @SemyonSinchenko in #740
feat: reduce memory consumption of cycles detection by @SemyonSinchenko in #731
feat: handle edges directions in SP by @SemyonSinchenko in #737
feat: maximal independent set by @SemyonSinchenko in #744
feat: prepare the release 0.10.0 by @SemyonSinchenko in #725

New Contributors

@goungoun made their first contribution in #685
@joelrobin18 made their first contribution in #719

Full Changelog: v0.9.3...v0.10.0

Open source →

Additional notes

v0.10.0

Compare

Choose a tag to compare

Open source →

0.9.310 Sept 2025

bug: Don't publish root project by @Kimahriman in #661

What's Changed

bug: Don't publish root project by @Kimahriman in #661
feat: add tests for the case from #375 by @SemyonSinchenko in #663
feat: localCheckpoints + docs by @SemyonSinchenko in #662
feat: replace UDF by built-in function in skewedJoin by @SemyonSinchenko in #666
feat: initial top-level structure of PropertyGraph by @SemyonSinchenko in #613
fix: update javadocs to fix the build by @SemyonSinchenko in #670
feat: S-sized benchmarks by @SemyonSinchenko in #671
feat: updates in SBT and new site engine by @SemyonSinchenko in #673
hotfix: fix broken links in docs by @SemyonSinchenko in #675
feat: prepare 0.9.3 release by @SemyonSinchenko in #677

Full Changelog: v0.9.2...v0.9.3

Open source →

Additional notes

v0.9.3

Compare

Choose a tag to compare

Open source →

0.9.119 Jul 2025

Mostly this release is about publishing fixes (version string, README, PySpark Classic dependencies, etc.). There are no changes in core or API.

Overview

Mostly this release is about publishing fixes (version string, README, PySpark Classic dependencies, etc.). There are no changes in core or API.

What's Changed

Fix versioning by @Kimahriman in #641
bug: Let classic python version work without grpc deps by @Kimahriman in #647
fix: resolve gf-connect is not published by @SemyonSinchenko in #645
feat: prepare the 0.9.1 release by @SemyonSinchenko in #650

Full Changelog: v0.9.0...v0.9.1

Open source →

Additional notes

Overview

Mostly this release is about publishing fixes (version string, README, PySpark Classic dependencies, etc.). There are no changes in core or API.

What's Changed

Fix versioning by @Kimahriman in https://github.com/graphframes/graphframes/pull/641
bug: Let classic python version work without grpc deps by @Kimahriman in https://github.com/graphframes/graphframes/pull/647
fix: resolve gf-connect is not published by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/645
feat: prepare the 0.9.1 release by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/650

Full Changelog: https://github.com/graphframes/graphframes/compare/v0.9.0...v0.9.1

Open source →

Additional notes

GraphFrames v0.9.1

Compare

Choose a tag to compare

Open source →

0.9.017 Jul 2025

GraphX-free impl of CDLP and SP

Overview

Spark Connect support
Spark 4.x support
Performance improvements in CC
Updated API for Pregel
GraphX-free impl of CDLP and SP
New groupId io.graphframes
New PyPi ID: graphframes-py
A lot of additional changes and fixes
Updated documentation

What's Changed

Add JVM args to fix sbt.ForkMain error by @EnricoMi in #438
Add Spark 3.5.0 support by @EnricoMi in #436
Add log4j2.properties to test resources by @EnricoMi in #437
Fix connected component by @WeichenXu123 in #454
Update doc and releasing guide by @WeichenXu123 in #455
Update quick-start.md to use latest build of GraphFrames jar by @rjurney in #461
Java opt MaxPermSize --> MaxMetaspaceSize, includes for Java 17+ sun.nio.ch, java.lang ALL-UNNAMED by @rjurney in #464
Upgrade github actions by @bjornjorgensen in #471
Update to spark-version: 3.5.4 and fix Connected component suite by @bjornjorgensen in #478
Add Type hints for Python code by @bjornjorgensen in #480
Fix the bug I introduced previously when adapting build.sbt for JDK 11 by @rjurney in #476
Update scala code by @bjornjorgensen in #479
Use vertices SparkSession by @Nassizouz in #474
Update .mailmap to include me by @rjurney in #482
Update .mailmap to include rjurney by @rjurney in #483
[DOCS] Adding new super cool logo to the docs by @SauronShepherd in #495
adding favicon by @SauronShepherd in #497
chore: drop sbt-spark-packages && update plugins by @SemyonSinchenko in #487
Add Pull request template by @bjornjorgensen in #472
doc: update badges in README by @SemyonSinchenko in #509
chore: add scalafmt and re-format all the code by @SemyonSinchenko in #507
1 of 3: Build a graphframes Python package during the build process by @rjurney in #512
Rjurney/motif tutorial code min by @rjurney in #520
3 of 3: Documentation cleanup and update. Added a motif finding tutorial. by @rjurney in #511
chore: replace setup-scala action by @SemyonSinchenko in #522
chore: suppress warnings about incomplete patterns by @SemyonSinchenko in #526
chore: testing against both java-11 and java-17 by @SemyonSinchenko in #525
chore: force python code style check in CI by @SemyonSinchenko in #527
chore: pre-commit hook by @SemyonSinchenko in #534
Convert nose / unittest tests to pytest by @rjurney in #524
fixed a minor nit usage issue by @dmatrix in #535
feat: power iteration clustering by @SemyonSinchenko in #529
Add a missing image in preparation for docs release by @rjurney in #537
feat: SparkConnect support by @SemyonSinchenko in #506
[ConnectedComponents] Memory leak with unpersisted DataFrames in the last round by @SauronShepherd in #552
feat: add early stopping to Pregel by @SemyonSinchenko in #550
Changes the output label of CC to min of original ID by @architch in #320
Quote column names with backticks by @EnricoMi in #370
feat: add an experimental implementation of SP in GF by @SemyonSinchenko in #558
feat: add LDBC tests by @SemyonSinchenko in #570
chore: add "-Xlint" and scalafix checks && fix all errors && update pre-commit by @SemyonSinchenko in #575
chore: automate docs publishing by @SemyonSinchenko in #566
feat: add vertices "voting" ability and optional flags to Pregel by @SemyonSinchenko in #581
feat: python publish by @SemyonSinchenko in #577
feat: add a new mixin WithMaxIter and propogate it to GraphX CC by @SemyonSinchenko in #590
Allow setting default ConnectedComponents configurations from spark config by @james-willis in #563
Bump setuptools from 78.1.0 to 78.1.1 in /python by @dependabot[bot] in #596
Removing unused file as per #585 by @Conor0Callaghan in #592
feat: LabelPropagation without GraphX by @SemyonSinchenko in #587
feat: sbt-ci-release by @SemyonSinchenko in #598
Bump requests from 2.32.3 to 2.32.4 in /python by @dependabot[bot] in #601
Bump protobuf from 5.29.4 to 5.29.5 in /python by @dependabot[bot] in #606
Bump urllib3 from 2.4.0 to 2.5.0 in /python by @dependabot[bot] in #607
feat: Scala publish CI GitHub Action by @SemyonSinchenko in #600
feat: Spark 4.0 support by @Kimahriman in #608
chore: Add issue templates by @SemyonSinchenko in #605
chore: Cleanup assembly and shading by @Kimahriman in #617
chore: fix shading problems and slightly update CI by @SemyonSinchenko in #615
fix: try to fix publishing by @SemyonSinchenko in #619
chore: add useLabelsAsComponents configuration for connected components by @SemyonSinchenko in #623
doc: update README with details on nightly builds by @SemyonSinchenko in #622
README and .gitignore update to add GraphFrames classes by @rjurney in #629
allow useLabelsAsComponents to be set locally on the ConnectedComponents instance by @james-willis in #632
feat: set plugin and update pyproject by @SemyonSinchenko in #634
feat: planning release 0.9.0 by @SemyonSinchenko in #626
fix: remove version.sbt by @SemyonSinchenko in #637

New Contributors

@bjornjorgensen made their first contribution in #471
@Nassizouz made their first contribution in #474
@SauronShepherd made their first contribution in #495
@SemyonSinchenko made their first contribution in #487
@dmatrix made their first contribution in #535
@architch made their first contribution in #320
@james-willis made their first contribution in #563
@dependabot[bot] made their first contribution in #596
@Conor0Callaghan made their first contribution in #592
@Kimahriman made their first contribution in #608

Full Changelog: v0.8.3...v0.9.0

Open source →

Additional notes

Overview

Spark Connect support
Spark 4.x support
Performance improvements in CC
Updated API for Pregel
GraphX-free impl of CDLP and SP
New groupId io.graphframes
New PyPi ID: graphframes-py
A lot of additional changes and fixes
Updated documentation

What's Changed

Add JVM args to fix sbt.ForkMain error by @EnricoMi in https://github.com/graphframes/graphframes/pull/438
Add Spark 3.5.0 support by @EnricoMi in https://github.com/graphframes/graphframes/pull/436
Add log4j2.properties to test resources by @EnricoMi in https://github.com/graphframes/graphframes/pull/437
Fix connected component by @WeichenXu123 in https://github.com/graphframes/graphframes/pull/454
Update doc and releasing guide by @WeichenXu123 in https://github.com/graphframes/graphframes/pull/455
Update quick-start.md to use latest build of GraphFrames jar by @rjurney in https://github.com/graphframes/graphframes/pull/461
Java opt MaxPermSize --> MaxMetaspaceSize, includes for Java 17+ sun.nio.ch, java.lang ALL-UNNAMED by @rjurney in https://github.com/graphframes/graphframes/pull/464
Upgrade github actions by @bjornjorgensen in https://github.com/graphframes/graphframes/pull/471
Update to spark-version: 3.5.4 and fix Connected component suite by @bjornjorgensen in https://github.com/graphframes/graphframes/pull/478
Add Type hints for Python code by @bjornjorgensen in https://github.com/graphframes/graphframes/pull/480
Fix the bug I introduced previously when adapting build.sbt for JDK 11 by @rjurney in https://github.com/graphframes/graphframes/pull/476
Update scala code by @bjornjorgensen in https://github.com/graphframes/graphframes/pull/479
Use vertices SparkSession by @Nassizouz in https://github.com/graphframes/graphframes/pull/474
Update .mailmap to include me by @rjurney in https://github.com/graphframes/graphframes/pull/482
Update .mailmap to include rjurney by @rjurney in https://github.com/graphframes/graphframes/pull/483
[DOCS] Adding new super cool logo to the docs by @SauronShepherd in https://github.com/graphframes/graphframes/pull/495
adding favicon by @SauronShepherd in https://github.com/graphframes/graphframes/pull/497
chore: drop sbt-spark-packages && update plugins by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/487
Add Pull request template by @bjornjorgensen in https://github.com/graphframes/graphframes/pull/472
doc: update badges in README by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/509
chore: add scalafmt and re-format all the code by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/507
1 of 3: Build a graphframes Python package during the build process by @rjurney in https://github.com/graphframes/graphframes/pull/512
Rjurney/motif tutorial code min by @rjurney in https://github.com/graphframes/graphframes/pull/520
3 of 3: Documentation cleanup and update. Added a motif finding tutorial. by @rjurney in https://github.com/graphframes/graphframes/pull/511
chore: replace setup-scala action by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/522
chore: suppress warnings about incomplete patterns by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/526
chore: testing against both java-11 and java-17 by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/525
chore: force python code style check in CI by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/527
chore: pre-commit hook by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/534
Convert nose / unittest tests to pytest by @rjurney in https://github.com/graphframes/graphframes/pull/524
fixed a minor nit usage issue by @dmatrix in https://github.com/graphframes/graphframes/pull/535
feat: power iteration clustering by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/529
Add a missing image in preparation for docs release by @rjurney in https://github.com/graphframes/graphframes/pull/537
feat: SparkConnect support by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/506
[ConnectedComponents] Memory leak with unpersisted DataFrames in the last round by @SauronShepherd in https://github.com/graphframes/graphframes/pull/552
feat: add early stopping to Pregel by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/550
Changes the output label of CC to min of original ID by @architch in https://github.com/graphframes/graphframes/pull/320
Quote column names with backticks by @EnricoMi in https://github.com/graphframes/graphframes/pull/370
feat: add an experimental implementation of SP in GF by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/558
feat: add LDBC tests by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/570
chore: add "-Xlint" and scalafix checks && fix all errors && update pre-commit by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/575
chore: automate docs publishing by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/566
feat: add vertices "voting" ability and optional flags to Pregel by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/581
feat: python publish by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/577
feat: add a new mixin WithMaxIter and propogate it to GraphX CC by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/590
Allow setting default ConnectedComponents configurations from spark config by @james-willis in https://github.com/graphframes/graphframes/pull/563
Bump setuptools from 78.1.0 to 78.1.1 in /python by @dependabot[bot] in https://github.com/graphframes/graphframes/pull/596
Removing unused file as per #585 by @Conor0Callaghan in https://github.com/graphframes/graphframes/pull/592
feat: LabelPropagation without GraphX by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/587
feat: sbt-ci-release by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/598
Bump requests from 2.32.3 to 2.32.4 in /python by @dependabot[bot] in https://github.com/graphframes/graphframes/pull/601
Bump protobuf from 5.29.4 to 5.29.5 in /python by @dependabot[bot] in https://github.com/graphframes/graphframes/pull/606
Bump urllib3 from 2.4.0 to 2.5.0 in /python by @dependabot[bot] in https://github.com/graphframes/graphframes/pull/607
feat: Scala publish CI GitHub Action by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/600
feat: Spark 4.0 support by @Kimahriman in https://github.com/graphframes/graphframes/pull/608
chore: Add issue templates by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/605
chore: Cleanup assembly and shading by @Kimahriman in https://github.com/graphframes/graphframes/pull/617
chore: fix shading problems and slightly update CI by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/615
fix: try to fix publishing by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/619
chore: add useLabelsAsComponents configuration for connected components by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/623
doc: update README with details on nightly builds by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/622
README and .gitignore update to add GraphFrames classes by @rjurney in https://github.com/graphframes/graphframes/pull/629
allow useLabelsAsComponents to be set locally on the ConnectedComponents instance by @james-willis in https://github.com/graphframes/graphframes/pull/632
feat: set plugin and update pyproject by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/634
feat: planning release 0.9.0 by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/626
fix: remove version.sbt by @SemyonSinchenko in https://github.com/graphframes/graphframes/pull/637

New Contributors

@bjornjorgensen made their first contribution in https://github.com/graphframes/graphframes/pull/471
@Nassizouz made their first contribution in https://github.com/graphframes/graphframes/pull/474
@SauronShepherd made their first contribution in https://github.com/graphframes/graphframes/pull/495
@SemyonSinchenko made their first contribution in https://github.com/graphframes/graphframes/pull/487
@dmatrix made their first contribution in https://github.com/graphframes/graphframes/pull/535
@architch made their first contribution in https://github.com/graphframes/graphframes/pull/320
@james-willis made their first contribution in https://github.com/graphframes/graphframes/pull/563
@dependabot[bot] made their first contribution in https://github.com/graphframes/graphframes/pull/596
@Conor0Callaghan made their first contribution in https://github.com/graphframes/graphframes/pull/592
@Kimahriman made their first contribution in https://github.com/graphframes/graphframes/pull/608

Full Changelog: https://github.com/graphframes/graphframes/compare/v0.8.3...v0.9.0

Additional notes

GraphFrames v0.9.0

Compare

Choose a tag to compare

Open source →

graphframes-py

Release timeline

Releases

Connected components performance & Spark Connect fixes

What's Changed

New Contributors

From the same repository

Choose a tag to compare

PySpark Client fixes & compatibility

What's Changed

Choose a tag to compare

What's Changed

New Contributors

Choose a tag to compare

What's Changed

New Contributors

Choose a tag to compare

What's Changed

New Contributors

Choose a tag to compare

What's Changed

New Contributors

Choose a tag to compare

What's Changed

Choose a tag to compare

Overview

What's Changed

Choose a tag to compare

Overview

What's Changed

Overview

What's Changed

Choose a tag to compare

Overview

What's Changed

New Contributors

Overview

What's Changed

New Contributors

Choose a tag to compare