v1.6.0 (2023-03-21)
Note: Since scheduler-plugins has changed API from sigs.k8s.io with the x-k8s.io, future releases of training operator(v1.7+) will not support scheduler-plugins v0.24.x or lower. Related: #1769
Note: Latest Python SDK 1.6 version does not support earlier training operator versions. The minimum training operator version required is v1.6.0 release. Related: #1702
New Features
- Support for k8s v1.25 in CI #1684 (johnugeorge)
- HPA support for PyTorch Elastic #1701 (johnugeorge)
- Adopting coschduling plugin #1724 (tenzen-y)
- Support for Paddlepaddle #1675 (kuizhiqing)
- Create TFJob and PyTorchJob from Function APIs in the Training SDK #1659 (andreyvelich)
- [SDK] Use Training Client without Kube Config #1740 (andreyvelich)
- [SDK] Create Unify Training Client #1719 (andreyvelich)
Bug fixes
- [SDK] pod has no metadata attr anymore in the get_job_logs() … #1760 (yaobaiwei)
- Add PodGroup as controller watch source #1666 (ggaaooppeenngg)
- fix infinite loop in init-pytorch container #1756 (kidddddddddddddddddddddd)
- Fix the success condition of the job in PyTorchJob's Elastic mode. #1752 (Syulin7)
- Fix XGBoost conditions bug #1737 (tenzen-y)
- To fix scaledown error, upgrade PyTorch version to v1.13.1 in echo example #1733 (tenzen-y)
- fix: support MxNet single host training when update mxJob status #1644 (PeterChg)
- fix: fix mxnet failed to update StartTime and CompletionTime #1643 (PeterChg)
- Fix the default LeaderElectionID and make it an argument #1639 (goyalankit)
- fix: fix wrong parameter for resolveControllerRef #1583 (fighterhit)
- fix: tfjob with restartPolicy=ExitCode not work #1562 (cheimu)
- fix: Mac M1 compatible Dockerfile and bump TF version #1700 (terrytangyuan)
- Fix status lost #1697 (ggaaooppeenngg)
- handle all restart policies #1649 (abin-thomas-by)
- [chore] fix typo #1648 (tenzen-y)
Misc
- Add validation for verifying that the CustomJob (e.g., TFJob) name meets DNS1035 #1748 (tenzen-y)
- Configure controller worker threads #1707 (HeGaoYuan)
- Validation Spec consistency #1705 (HeGaoYuan)
- [SDK] Remove Final Keyword from constants #1676 (andreyvelich)
- Fix Python installation in CI #1759 (tenzen-y)
- Update mpijob_controller.go #1755 (yshalabi)
- Set the default value of CleanPodPolicy to None #1754 (Syulin7)
- Update join Slack link #1750 (Syulin7)
- Update latest operator image #1742 (johnugeorge)
- Run E2E with various Python versions to verify Python SDK #1741 (tenzen-y)
- Add Yuki to reviewer group #1739 (johnugeorge)
- Trim down CRD descriptions #1735 (tenzen-y)
- Add CI to build example images #1731 (tenzen-y)
- Fix predicates of paddlepaddle-controller for scheduling.volcano.sh/v1beta1 PodGroup #1730 (tenzen-y)
- Fix indents on examples for tensorflow #1726 (tenzen-y)
- docs: Update Kubernetes requirement and version matrix #1721 (terrytangyuan)
- chore: Update the use of MultiWorkerMirroredStrategy in TF #1715 (terrytangyuan)
- Removing deprecated Job Labels #1702 (johnugeorge)
- Bump certifi from 2022.9.14 to 2022.12.7 in /py/kubeflow/tf_operator #1699 (dependabot[bot])
- Add myself to reviewer. #1689 (kuizhiqing)
- Upgrade the envtest version #1687 (tenzen-y)
- [chore] Upgrade some actions version #1686 (tenzen-y)
- Upgrade Golangci-lint #1685 (johnugeorge)
- Make a generic logger instead of the nil logger on dependent update #1680 (ggaaooppeenngg)
- Bump protobuf from 3.8.0 to 3.18.3 in /py/kubeflow/tf_operator #1669 (dependabot[bot])
- Removed GOARCH dependency for multiarch support #1674 (pranavpandit1)
- Update deployment.yaml #1668 (OmriShiv)
- Upgrade Go version to v1.19 #1663 (tenzen-y)
- Upgrade kubernetes versoin for test #1667 (tenzen-y)
- Adding support for linux/ppc64le in github actions for training-operator #1692 (amitmukati-2604)
- style: Refine name and signature of 2 replicaName functions #1660 (houz42)
- Update training operator sdk version to 1.5.0 #1651 (johnugeorge)
- Add finalizers to cluster-role #1646 (ArangoGutierrez)
- Update the cmd to support MPI operator in ReadME #1656 (denkensk)
Closed issues:
- The default value for CleanPodPolicy is inconsistent. #1753
- HPA support for PyTorch Elastic #1751
- Bug: allowance of non DNS-1035 compliant PyTorchJob names results in service creation failures and missing state #1745
- paddle-operator can not get podgroup status(inqueue) with volcano when enable gang #1729
- *job API(master) cannot compatible with old job #1725
- Support coscheduling plugin #1722
- Number of worker threads used by the controller can't be configured #1706
- Conformance: Training tests #1698
- PyTorch and MPI Operator pulls hardcoded initContainer #1696
- PaddlePaddle Training: why can't find pods #1694
- Training-operator pod CrashLoopBackOff in K8s v1.23.6 with kubeflow1.6.1 #1693
- [SDK] Create unify client for all Training Job types #1691
- Support Kubernetes v1.25 #1682
- panic happened when add podgroup watch #1679
- OnDependentUpdateFunc for Job will panic when enable volcano scheduler #1678
- There is no clusterrole of "MPI Jobs" in kubeflow 1.5. #1670
- Change Kubernetes version for test #1665
- Support for multiplatform container imege (amd64 and arm64) #1664
- Training Operator pod failed to start on OCP 4.10.30 with error "memory limit too low" #1661
- After setting hostNetwork to true, mpi does not work #1657
- What is the purpose of /examples/pytorch/elastic/etcd.yaml #1655
- When will MPIJob support v2beta1 version? #1653
- Kubernetes HPA doesn't work with elastic PytorchJob #1645
- training-operator can not get podgroup status(inqueue) with volcano when enable gang #1630
- Training operator fails to create HPA for TorchElastic jobs #1626
- Release v1.5.0 tracking #1622
- upgrade client-go #1599
- trainning-operator may need to monitor PodGroup #1574
- Error: invalid memory address or nil pointer dereference #1553
- The pytorchJob training is slow #1532
- pytorch elastic scheduler error #1504
v1.4.0-rc.0 (2022-01-26)
Features and improvements:
Fixed bugs:
- [bug] Missing init container in PyTorchJob #1482
- Fail to install tf-operator in minikube because of the version of kubectl/kustomize #1381
Closed issues:
- Restore KUBEFLOW_NAMESPACE options #1522
- Improve test coverage #1497
- swagger.json missing Pytorchjob.Spec.ElasticPolicy #1483
- PytorchJob DDP training will stop if I delete a worker pod #1478
- Write down e2e failure debug process #1467
- How can i add the Priorityclass to the TFjob？ #1466
- github.com/go-logr/zapr.(*zapLogger).Error #1444
- Podgroup is constantly created and deleted after tfjob is success or failure #1426
- Cut official release of 1.3.0 #1425
- Add "not maintained" notice to other operator repos #1423
- Python SDK for Kubeflow Training Operator #1380
Merged pull requests:
- Update manifests with latest image tag #1527 (johnugeorge)
- add option for mpi kubectl delivery #1525 (zw0610)
- restore option namespace in launch arguments #1524 (zw0610)
- remove unused scripts #1521 (zw0610)
- remove ChanYiLin from approvers #1513 (ChanYiLin)
- add StacktraceLevel for zapr #1512 (qiankunli)
- add unit tests for tensorflow controller #1511 (zw0610)
- add the example of MPIJob #1508 (hackerboy01)
- Added 2022 roadmap and migrated previous roadmap from kubeflow/common #1500 (terrytangyuan)
- Fix a typo in mpi controller log #1495 (LuBingtan)
- feat(pytorch): Add init container config to avoid DNS lookup failure #1493 (gaocegege)
- chore: Fix GitHub Actions script #1491 (tenzen-y)
- chore: Fix missspell in tfjob #1490 (tenzen-y)
- chore: Update OWNERS #1489 (gaocegege)
- Bump jinja2 from 2.10.1 to 2.11.3 in /py/kubeflow/tf_operator #1487 (dependabot[bot])
- fix comments for mpi-controller #1485 (hackerboy01)
- add expectation-related functions for other resources used in mpi-controller #1484 (zw0610)
- Add MPI job to README now that it's supported #1480 (terrytangyuan)
- add mpi doc #1477 (zw0610)
- Set Go version of base image to 1.17 #1476 (tenzen-y)
- update label for tf-controller #1474 (zw0610)
- Add Akuity to the list of adopters #1473 (terrytangyuan)
- Add PR template with doc checklist #1470 (andreyvelich)
- Add e2e failure debugging guidance #1469 (Jeffwan)
- chore: Add .gitattributes to ignore Jsonnet test code for linguist #1463 (terrytangyuan)
- Migrate additional examples from xgboost-operator #1461 (terrytangyuan)
- Minor edits to README.md #1460 (terrytangyuan)
- add mpi-operator(v1) to the unified operator #1457 (hackerboy01)
- fix tfjob status when enableDynamicWorker set true #1455 (zw0610)
- feat(pytorch): Support elastic training #1453 (gaocegege)
- fix: generate printer columns for job crds #1451 (henrysecond1)
- Fix README typo #1450 (davidxia)
- consistent naming for better readability #1449 (pramodrj07)
- Fix set scheduler error #1448 (qiankunli)
- Add CI to run the tests for Go #1440 (tenzen-y)
- fix: Add missing retrying package that failed the import #1439 (terrytangyuan)
- Generate a single
swagger.jsonfile for all frameworks #1437 (alembiewski) - Update links and files with the new URL #1434 (andreyvelich)
- chore: update CHANGELOG.md #1432 (Jeffwan)
- Add acknowledgement section in README to credit all contributors #1422 (terrytangyuan)
- Add Cisco to Adopters List #1421 (andreyvelich)
- Add Python SDK for Kubeflow Training Operator #1420 (alembiewski)
- docs: Move myself to approvers #1419 (terrytangyuan)
- fix hyperlinks in the 'overview' section #1418 (pramodrj07)
- docs: Migrate adopters of all operators to this repo #1417 (terrytangyuan)
- Feature/support pytorchjob set queue of volcano #1415 (qiankunli)
- Bump controller-tools to 0.6.0 and enable GenerateEmbeddedObjectMeta #1409 (Jeffwan)
- Update scripts to generate sdk for all frameworks #1389 (Jeffwan)
v1.3.0 (2021-10-03)
Fixed bugs:
- Unable to specify pod template metadata for TFJob #1403
v1.3.0-rc.2 (2021-09-21)
Fixed bugs:
- Missing Pod label for Service selector #1399
v1.3.0-rc.1 (2021-09-15)
Fixed bugs:
- [bug] Reconcilation fails when upgrading common to 0.3.6 #1394
Merged pull requests:
- Update manifests with latest image tag #1406 (johnugeorge)
- 2010: fix to expose correct monitoring port #1405 (deepak-muley)
- Fix 1399: added pod matching label in service selector #1404 (deepak-muley)
- fix: runPolicy validation error in the examples #1401 (Jeffwan)
v1.3.0-rc.0 (2021-08-31)
Merged pull requests:
- chore: Update training-operator tag #1396 (Jeffwan)
- Add simple verification jobs #1391 (Jeffwan)
- fix: volcano pod group creation issue #1390 (Jeffwan)
- chore: Bump kubeflow/common version to 0.3.7 #1388 (Jeffwan)
v1.3.0-alpha.3 (2021-08-29)
Closed issues:
- Update guidance to install all-in-one operator in README.md #1386
Merged pull requests:
- chore(doc): Update README.md #1387 (Jeffwan)
- Remove tf-operator from the codebase #1378 (thunderboltsid)
v1.2.1 (2021-08-27)
v1.3.0-alpha.2 (2021-08-15)
v1.3.0-alpha.1 (2021-08-13)
v1.2.0 (2021-08-03)
v1.1.0 (2021-03-20)
v1.0.1-rc.5 (2021-02-09)
v1.0.1-rc.4 (2021-02-04)
v1.0.1-rc.3 (2021-01-27)
v1.0.1-rc.2 (2021-01-27)
v1.0.1-rc.1 (2021-01-18)
v1.0.1-rc.0 (2020-12-22)
v1.0.0-rc.0 (2019-06-24)
v0.5.3 (2019-06-03)
v0.5.2 (2019-05-23)
v0.5.1 (2019-05-15)
v0.5.0 (2019-03-26)
v0.4.0 (2019-02-13)
v0.4.0-rc.1 (2018-11-28)
v0.4.0-rc.0 (2018-11-19)
v0.3.0 (2018-09-22)
v0.2.0-rc1 (2018-06-21)
v0.1.0 (2018-03-29)
* This Changelog was automatically generated by github_changelog_generator