v0.5.2

Remove deprecated field (#1007)

v0.5.1

fix repeat delete service and pod (#998)

v0.5.0

add ActiveDeadlineSeconds and BackoffLimit features (#963)

* add ActiveDeadlineSeconds and BackoffLimit features

* fix goimport and unassign variable in test

* fix test and delete the package added by dep ensure

* fix goimports

* fix ActiveDeadlineSeconds unit test

* add logger for test

* add logger for test

* add logger for test

* add BackoffForOnFailure test

* fix test

* fix test

* fix unit test

v0.4.0

Upgrading k8s to 1.11.2 (#942)

v0.4.0-rc.1

Upgrade to 1.10.1 (#874)

v0.4.0-rc.0

Initial version of 0.4.0

• TFJob v1beta1 API

v0.3.0 Release

The v0.3.0 release of the TFJob operator.

v0.2.0-rc1

tf-operator release v0.2.0, part of Kubeflow release v0.2.0.

Features and improvements:

• [v1alpha2] Set event for tfjob when spec is not valid #620
• [enhancement] Fix the gofmt support #586
• [go] Use dep instead of glide to reduce the size of vendor #556
• [v1alpha2] Enhance the logic about sync #547
• [v1alpha2] Use structured log #537
• [log] investigate zap #534
• [v1alpha2] Try to not to always claim pods #533
• [v1alpha2] Suppport customized port #532
• [v1alpha2] start using kubeconfig #522
• v1alpha2 integration #521
• TFJob operator surface queue metrics #503
• [api] Remove pending pods from active pods #484
• [enhancement] Set StartTime for TFJob status #475
• [Feature] Support "eval" worker in tf-operator #444
• Add appropriate logging fields to the tf-operator log messages #424
• [enhancement] Refactor docs #379
• Deprecate TfPort and set default port for users #327
• [enhancement] Add e2e test cases for recorder #317
• Make the TfJob controller more event driven #314
• Potential data race, maybe #302
• Don't leave pods running just to get logs #128
• Add hyperparameter tuning? #112
• Use headless services for Training jobs #40
• More validation of TfJob #25

Fixed bugs:

• [v1alpha2] RealServiceControl does not set owner reference #616
• TfJob operator stops working on invalid spec #561
• [v1alpha2]tfjob restartPolicy for Never #555
• [v1alpha2] Potential bugs when there is one worker succeeded #538
• [v1alpha2][test] Avoid potential data race problem #530
• Phase is wrong unexpected TfJob phase: Done #110

Closed issues:

• [v1alpha2] Make restart policy a pointer #692
• [v1alpha2] Need conditions Succeeded and Failed indicating when job is done #673
• [v1alpha2] add pod label with job name (without namespace) #672
• [v1alpha2] Pods not deleted when job finishes #671
• [v1alpha2] conditions not updated #668
• [v1alpha2] Move control interface to separate pakckage #665
• [v1alpha2] Move test util to separate package #664
• Speedup E2E test by running build and setup cluster in parallel #659
• In TFjob, when the workers Completed, i want the ps Completed too, how can i do? #657
• [v1alpha2] service names are prefixed with namespace #654
• [v1alpha2] Create a simple python server to be used for E2E tests of controller behavior #653
• dep ensure give warning on k8s.io/apiserver #647
• [v1alpha2] pod names don't include random salt #644
• [v1alpha2]Unable to create pod #641
• GPU tests failing; ks env doesn't exist #640
• TFJob not marked as success when master exits but not workers #634
• v1alpha2 - pod names don't include replica type #633
• tensorflow on kubernetes how to pass in worker_host and ps_host to container if I use tf-operator #630
• tf_job_client blocks forever #606
• [v1alpha2] Need to add the v1alpha2 binaries to our Docker image #600
• [v1alpha2] Need ksonnet package #599
• Support deploying v1alpha2 and v1alpha1 controllers simultaneously #598
• [v1alpha2] Remove controller_utils.go #591
• [v1alpha2] Add CI test #589
• [question] dist_mnist example failed to run #588
• can not set labels #580
• v1alpha2 should use headless services #574
• TFJob operator should pass through annotations to the pod #573
• [test] Test failed because of ImagePullBackOff #567
• Servable not found for request: Latest(mnist) #552
• [v1alpha2] The state of distributed model training. #544
• [test] copy labels and anotations to pod from tfjob #543
• Unable to deploy the example TfJob in the user guide #535
• [v1alpha2] Do not set default to always for restartpolicy #524
• E2E test steps should exit with non zero exit code if test fails #514
• [v1alpha2] Sync commits with v1alpha1 #490
• Use OpenAPI validation for CRDs in k8s 1.9 #437
• default install of kubeflow no longer install tf-job-dashboard #435
• Use DAG functionality of Argo in our E2E tests #422
• Post submits are failing with Argo #370
• tf-job-operator pod hangs and doesn't restart if it can't delete one of the TfJob pods #366
• Refactor TFJobStatus in CRD API #333
• Deprecate the TfImage field #330
• [discussion] Differences between tensorflow/k8s and caicloud/kubeflow-controller #283
• Does TfJob controller need to do master election? #263
• Setup Prow PR Dashboard #255
• API: some comments about API changes from PR #215 review #249
• e2e test for the case that the chief is not master #235
• Use conditions instead of phase #223
• Submitted tfjobs cease to start running under unknown conditions #203
• Tutorials #195
• Copy chart to kubernetes/charts #93
• Create a web page to list releases #70
• tensorflow 1.4 and estimator support #61
• Set a default value for restartPolicy #55

Merged pull requests:

• *: Add cleanpod policy for v1alpha2 #691 (gaocegege)
• status: Fail the TFJob if PS is failed #690 (gaocegege)
• Use tf_job_name not tf_job_key as the label name. #689 (jlewi)
• pkg: Delete pods an...

Initial release of the TFJob operator

gcr.io/kubeflow-images-staging/tf_operator@sha256:1a3d1a2ee90f0108fff3e29023228fc686afbfa311752e8b3bf71859d488b435

v0.1.0 (2018-03-29)

Closed issues:

• [v1alpha2] Implement condition update #502
• E2E tests timing out; job appears to remain in running state even though job is done. #500
• [v1alpha2] TF_CONFIG should be configurable by user #499
• [test] All log is 404 in argo #496
• Presubmit shows succeeded, but some test actually failed. #479
• Waiting pods start too long #461
• [test] Add unit test for pkg/controller #455
• Create a suitable OWNERS file in /dashboard #443
• Tide is misconfigured for this repository. #433
• CI failed to setup the cluster #420
• [docs] Add dashboard readme #411
• Make coverall results advisory and not report as failure #406
• Presubmits failing due to lint #404
• [enhancement] Fix go vet errors which not caught by the compilers #395
• User facing website for Kubeflow that details how to choose a stack #371
• [discussion] How to set clusterspec #369
• [enhancement] Rename the cmd/tf_operator to cmd/tf-operator #363
• Local releaser fails due to version_tag #360
• Helm test failure not reported to gubernator #355
• [discussion] Whether to create CRD in helm charts #353
• Should resourcelock be in the same namespace as controller? #352
• Helm test tf-job does not pass validation #351
• Move tensorflow/k8s to kubeflow/tf-operator #350
• Get rid of TensorBoard replica #347
• Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs #346
• Deprecate the ENV MY_POD_NAMESPACE and MY_POD_NAME #341
• [feature] Does tfJob support setting different label/envVar for each worker(replicas >1)? #340
• [Discussion] Time to start tagging releases for the TF operator? #339
• [discussion] Should group name be tensorflow.org or kubeflow.io or kubeflow.org? #337
• dashboard silient error during calling non-existent tfjob #335
• in dashboard, silent error when nonexistent namespace is specified #334
• Deprecate the IsDefaultPS field #329
• [Convention] Replace Tf with TF in CRD #328
• Standardise labels for issues and PRs #326
• Manage Pods directly instead of using Job controllers #325
• TfJobs dashboard not showing jobs #324
• TfJobs dashboard doesn't work with K8s API server proxy or envoy proxy #323
• Recreating a failed/successful job with same name doesn't work #322
• Releaser incorrectly tags images as "dirty" #321
• Reenable the releaser #320
• E2E tests are not isolated #318
• Need to mark prow job as failed if any tests fail #315
• Remove outdated branch wbuchwalter-patch-1 #311
• E2E test delete and recreate job with same name #310
• TrainingJob.reconcile not called periodically #309
• rename master to chief #306
• Assign resource quota for TensorBoard #304
• Jobs evicted for lack of memory, potentially add resource field to tf-job prototype #301
• [Discussion] Operators vs. controller pattern #300
• [bug] Add a default pod template for PS #297
• Bunch of pylint error messages #294
• Fix Head #293
• Operator deployment fails post-v20180108-190394d #292
• Promote last known good release #290
• [bug] metadata.ownerReferences.apiVersion is not set #288
• fail to run example job. invalid job spec: tfReplicaSpec.TfPort can''t be nil #284
• [bug] Build log 404 in https://prow.k8s.io/?repo=tensorflow%2Fk8s #282
• [feature] Seperate the CRD and controller #281
• Gaps in test coverage #280
• Regression in flag name: controller-config-file #279
• [bug] glog before flag.Parse() #275
• build new code to new image and find some problem #274
• Fix the releaser so we can build new images #270
• deploy.py gives gcloud api error '... Version "1.8.1-gke.1" is invalid.' #268
• Pods terminated without waiting #267
• Attach appropriate header (copyright) to go files #266
• suppose i've install the tfjob in my k8s cluster #265
• what's the folder pkg for? #264
• Build failing because of lint issues #256
• what's the main change between version 0.2 and version 0.3? #247
• SetupCluster failures unexpected keyword argument 'client_configuration' #242
• GPU test marked as succeeded but airflow step is failing #240
• Use Kubeflow & ksonnet to install TfJob #239
• tf_smoke.py distributed computing doesn't work on minikube #238
• example-job can not work in private k8s cluster #233
• Test failures aren't properly reported in Gubernator #229
• [CRD] Request for input and output dirs in TFJobSpec #224
• TfJob should be marked as failed if setup fails #218
• panic: runtime error: invalid memory address or nil pointer dereference can not run in k8s 1.8.5 #212
• Rethink the TFJob CRD #209
• ksonnet configs for deploying the TfJob CRD & Controller #208
• Make default TfImage configurable by users #207
• refactor the TfJob to use Informer and Controller #206
• Use Argo workflow engine for CI/CD or releases #205
• Potential issue with Tensorboard / value of simple best-practices example with tboard #202
• Investigate using buildah to...