v0.7.0 release

Features

• support cleanPodPolicy is Running, same as tf operator (#288, @jiaqianjing)
• Migrate pytorch-operator to go modules (#272, @Jeffwan)
• feat(init_container): Add init container image CLI argument (#265, @gaocegege)
• SDK supports getting PyTorchJob training process or logs (#252, @jinchihe)
• Add watch function for PyTorchJob python Client API (#246, @jinchihe)
• Add more APIs for SDK (#240, @jinchihe)
• feat(deletePodsAndServices):only delete master service (#233, @leileiwan)
• Generate Kubeflow PyTorchJob SDK (#227, @jinchihe)
• feat: Replace common with kubeflow/common (#225, @gaocegege)
• feat: Use golanglint (#226, @gaocegege)
• Removing v1beta2 support (#222, @johnugeorge)
• feat: Support running although it is uesless (#194, @gaocegege)
• use init container for worker pod to wait master pod ready (#187, @zlcnju)
• fix: Fix the comments (#193, @gaocegege)
• Minor fix to add CoreV1 to scheme (#184, @johnugeorge)
• update release script; fix post submit (#189, @johnugeorge)

Bug fixed

• Fix Unit Tests (#293, @andreyvelich)
• Fix minor OpenShift issues - resource requests, Dockerfile (#276, @vpavlin)
• Fix the link to run_e2e_workflow.py script (#266, @terrytangyuan)
• fix: Add resource limits for init container (#253, @gaocegege)
• fix the reconcile flow (#242, @ChanYiLin)
• fix(*) rm work service in controller_test.go (#235, @leileiwan)
• fix(job_test) test case should not include worker service (#231, @leileiwan)

Chores

• Change mnist example to use FashionMNIST (#327, @Jeffwan)
• pytorch-operator: Consolidate manifests (#323, @yanniszark)
• Temporarily disable mnist test case (#326, @Jeffwan)
• PyTorch Operator: Move manifests development upstream (#320, @yanniszark)
• Migrate to new test-infra (#316, @PatrickXYS)
• update pytorch-operator deployment manifests file (#295, @myonlyzzy)
• Add @andreyvelich to approvers (#309, @andreyvelich)
• Reuse Common Scripts for Creating / Deleting EKS clusters (#308, @PatrickXYS)
• Add Jeffwan@ to OWNERS (#306, @Jeffwan)
• Move PyTorch Operator e2e tests to AWS Prow (#305, @Jeffwan)
• Update openapi-gen to not rely on vendor (#274, @Jeffwan)
• Update README.md (#290, @pingsutw)
• Update CRD link (#289, @pingsutw)
• Adds notes and example annotation for pytorch job (#285, @shawnzhu)
• chore: Update OWNERS (#286, @gaocegege)
• fix Dockerfile-mpi download miniconda.sh (#277, @jiaqianjing)
• Update swagger-codegen-cli URL (#280, @jinchihe)
• pin kubenertes client version to work around a bug (#262, @jinchihe)
• Added The Pytorch GPU Docker under the appropriate folder (#255, @MATRIX4284)
• Copy third party vendor source code to Docker image (#251, @johnugeorge)
• Add third party license info (#250, @johnugeorge)
• ConvertPyTorchJobToUnstructured uses function ToUnstructured to convert PyTorchJob to Unstructured instead of json (#241, @leileiwan)
• replace gopkg.in/yaml.v2 with github.com/kubernetes-sigs/yaml repo (#238, @xrmzju)
• Update tf operator branch dep (#223, @johnugeorge)
• Avoiding unnecessary status update (#220, @johnugeorge)
• Removing unnecessary rbac permissions (#221, @johnugeorge)
• add mnist example dockerfile for ppc64le (#218, @zheddie)
• Fix nslookup cannot work well in initContainerTemplate (#216, @hougangliu)
• Minor change in log (#213, @johnugeorge)
• Delete v1beta2 code (#212, @johnugeorge)
• Add qps and burst options (#210, @ohmystack)
• Set pytorchjob defaults in test utils (#208, @ohmystack)
• Update codegen and verify in CI (#207, @ohmystack)
• Update manifest to v0.6.0 (#200, @hougangliu)
• Common label changes with K8s upgrade to 1.12.3 (#204, @johnugeorge)
• Use multi-build to build pytorch-operator image (#198, @hmtai)
• add total suffix in counter metrics (#201, @yeya24)
• add kubeconfig flag (#192, @yeya24)
• Remove unnecessary services for worker (#191, @hougangliu)