Merge pull request #797 from rushtehrani/fix/jupyterlab-data-dir

fix: Set jupyterlab workingDir to /data

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,35 @@
+---
+name: Bug report
+about: Create a report to help us improve
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**`opctl` version**
+```bash
+$ opctl version
+
+CLI version: v0.16.0-rc.0
+Manifest version: v0.16.0-rc.0
+API version: v0.16.0-rc.0
+Web UI version: v0.16.0-rc.0
+```
+
+**`opctl init` command**
+You can find this at the top of your `params.yaml` file. [e.g. `opctl init --provider eks --artifact-repository-provider s3 --gpu-device-plugins nvidia`]
+
+**Kubernetes information**
+ - Cloud provider: [e.g. AKS, EKS, GKE, Microk8s]
+ - Kubernetes version: [e.g. 1.17.13]
+
+**Machine information**
+- OS: [e.g. Ubuntu 18.04, Windows 10 19042.631, macOS 10.14.6]
+- Browser: [e.g. Chrome, Firefox, Safari]
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.

.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is.
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.

.github/PULL_REQUEST_TEMPLATE.md

@@ -0,0 +1,27 @@
+<!--  Thanks for sending a pull request! Here are some tips for you:
+1. Please read our contributor guidelines: https://docs.onepanel.ai/docs/getting-started/contributing
+2. Prefix the title of this PR with `feat:`, `fix:`, `docs:` or `chore:`, example: `feat: added great feature`
+3. If this PR is a feature or enhancement, then create an issue (https://github.com/onepanelio/core/issues) first. 
+-->
+
+**What this PR does**:
+
+**Which issue(s) this PR fixes**:
+<!--
+*Automatically closes linked issue when PR is merged.
+Usage: `Fixes onepanelio/core#<issue-number>`
+-->
+Fixes onepanelio/core#
+
+**Special notes for your reviewer**:
+
+**Checklist**
+
+Please check if applies
+
+- [ ] I have added/updated relevant unit tests
+- [ ] I have added/updated relevant documentation
+
+Required 
+
+- [ ] I accept to release these changes under the Apache 2.0 License   

.github/issue_label_bot.yaml

@@ -0,0 +1,4 @@
+label-alias:
+  bug: 'kind/bug'
+  feature_request: 'kind/enhancement'
+  question: 'kind/question'

.github/semantic.yml

@@ -0,0 +1 @@
+titleOnly: true

.github/workflows/bump_version_minor.yaml

@@ -1,39 +0,0 @@
-name: Build and publish to Docker Hub
-on:
-  push:
-    branches:
-      - master
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@master
-      - name: Bump version and push tag
-        id: version_bump
-        uses: anothrNick/github-tag-action@1.17.2
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          WITH_V: true
-          DEFAULT_BUMP: 'minor'
-      - name: Alias New tag to VERSION
-        run: echo "::set-env name=VERSION::${{ steps.version_bump.outputs.new_tag }}"
-      - name: Publish to Registry
-        uses: elgohr/Publish-Docker-Github-Action@master
-        with:
-          name: onepanel/core
-          username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          password: ${{ secrets.DOCKER_HUB_TOKEN }}
-          buildargs: VERSION
-          tags: ${{ steps.version_bump.outputs.new_tag }}, latest
-      - name: Set Slack Message
-        run: echo "::set-env name=SLACK_MESSAGE::Version $VERSION. Docker Tag onepanel/core:$VERSION"
-      - name: Notify Slack Channels
-        uses: rtCamp/action-slack-notify@v2.0.0
-        env:
-          SLACK_CHANNEL: dev
-          SLACK_ICON: https://avatars1.githubusercontent.com/u/30390575?s=48&v=4
-          SLACK_TITLE: New Core Version
-          SLACK_USERNAME: opBot
-          SLACK_WEBHOOK: ${{ secrets.SLACK_WEBHOOK }}
-
-

.github/workflows/push_dev_branch.yaml

@@ -2,9 +2,30 @@ name: Publish dev docker image
 on:
   push:
     branches:
-      - dev
+      - master
 jobs:
+  test-code-job:
+    runs-on: ubuntu-latest
+    services:
+      postgres:
+        image: postgres:12.3
+        env:
+          POSTGRES_DB: onepanel
+          POSTGRES_USER: admin
+          POSTGRES_PASSWORD: tester
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+    steps:
+      - uses: actions/checkout@master
+      - name: Run testing code
+        uses: cedrickring/golang-action@1.5.2
+        with:
+          args: go test github.com/onepanelio/core/pkg -db=postgres
   build:
+    needs: test-code-job
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@master
@@ -12,5 +33,6 @@ jobs:
       uses: elgohr/Publish-Docker-Github-Action@master
       with:
         name: onepanel/core
+        tags: "dev"
         username: ${{ secrets.DOCKER_HUB_USERNAME }}
         password: ${{ secrets.DOCKER_HUB_TOKEN }}

.github/workflows/push_tag.yaml

@@ -0,0 +1,29 @@
+name: Publish docker image on tag push
+on:
+  push:
+    tags:
+      - '*'
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@master
+      - uses: little-core-labs/get-git-tag@v3.0.1
+        id: tagName
+      - name: Publish to Registry
+        uses: elgohr/Publish-Docker-Github-Action@master
+        with:
+          name: onepanel/core
+          username: ${{ secrets.DOCKER_HUB_USERNAME }}
+          password: ${{ secrets.DOCKER_HUB_TOKEN }}
+          tags: "${{ env.GIT_TAG_NAME }}"
+      - name: Notify Slack Channels
+        uses: rtCamp/action-slack-notify@v2.1.1
+        env:
+          SLACK_CHANNEL: org
+          SLACK_ICON: https://avatars1.githubusercontent.com/u/30390575?s=48&v=4
+          SLACK_TITLE: New Core Version
+          SLACK_USERNAME: opBot
+          SLACK_WEBHOOK: ${{ secrets.SLACK_WEBHOOK }}
+          MSG_MINIMAL: true
+          SLACK_MESSAGE: "${{ env.GIT_TAG_NAME }}\nDocker Tag: onepanel/core:${{ env.GIT_TAG_NAME }}"

.github/workflows/run_unit_tests.yaml

@@ -1,26 +0,0 @@
-name: Run Unit Tests
-on:
-  push:
-    branches:
-      - test/docker.database
-jobs:
-  test-code-job:
-    runs-on: ubuntu-latest
-    services:
-      postgres:
-        image: postgres:12.3
-        env:
-          POSTGRES_DB: onepanel
-          POSTGRES_USER: admin
-          POSTGRES_PASSWORD: tester
-        options: >-
-          --health-cmd pg_isready
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 5
-    steps:
-      - uses: actions/checkout@master
-      - name: Run testing code
-        uses: cedrickring/golang-action@1.5.2
-        with:
-          args: go test github.com/onepanelio/core/pkg -db=postgres

Dockerfile

@@ -1,4 +1,4 @@
-FROM golang:1.13.10 AS builder
+FROM golang:1.15.5 AS builder
 
 WORKDIR /go/src
 COPY . .
@@ -8,7 +8,7 @@ RUN go install -v ./...
 RUN go get -u github.com/pressly/goose/cmd/goose
 RUN go build -o /go/bin/goose ./cmd/goose/goose.go
 
-FROM golang:1.13.10
+FROM golang:1.15.5
 COPY --from=builder /go/bin/core .
 COPY --from=builder /go/src/db ./db
 COPY --from=builder /go/bin/goose .

LICENSE

@@ -1,3 +1,5 @@
+                Copyright 2020 Onepanel, Inc.  All rights reserved.
+                
                                  Apache License
                            Version 2.0, January 2004
                         http://www.apache.org/licenses/

Makefile

@@ -33,6 +33,11 @@ docker-build:
 docker-push:
 	docker push onepanel/core:$(COMMIT_HASH)
 
+docker-custom:
+	docker build -t onepanel-core .
+	docker tag onepanel-core:latest onepanel/core:$(TAG)
+	docker push onepanel/core:$(TAG)
+
 docker: docker-build docker-push
 
 run-tests:

README.md

@@ -1,13 +1,86 @@
-# Onepanel
+<img width="240px" src="img/logo.png">
 
-Welcome to Onepanel! This is the main repository for the API. It is also where you can submit bugs and enhancement requests.
+![build](https://img.shields.io/github/workflow/status/onepanelio/core/Publish%20dev%20docker%20image/master?color=01579b)
+![code](https://img.shields.io/codacy/grade/d060fc4d1ac64b85b78f85c691ead86a?color=01579b)
+[![release](https://img.shields.io/github/v/release/onepanelio/core?color=01579b)](https://github.com/onepanelio/core/releases)
+[![sdk](https://img.shields.io/pypi/v/onepanel-sdk?color=01579b&label=sdk)](https://pypi.org/project/onepanel-sdk/)
+[![docs](https://img.shields.io/github/v/release/onepanelio/core?color=01579b&label=docs)](https://docs.onepanel.io)
+[![issues](https://img.shields.io/github/issues-raw/onepanelio/core?color=01579b&label=issues)](https://github.com/onepanelio/core/issues)
+[![chat](https://img.shields.io/badge/support-slack-01579b)](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg)
+[![license](https://img.shields.io/github/license/onepanelio/core?color=01579b)](https://opensource.org/licenses/Apache-2.0)
 
-## Getting started
-See our [Quick start guide](https://docs.onepanel.ai/docs/getting-started/quickstart) to get started.
+Production scale vision AI platform with fully integrated components for model building, automated labeling, data processing and model training pipelines.
+
+<img width="100%" src="img/onepanel.gif">
+
+## Why Onepanel?
+
+-  End-to-end automation for production scale vision AI pipelines
+-  Best of breed, open source deep learning tools seamlessly integrated in one unified platform
+-  Infrastructure automation so you can easily scale your data processing and training pipelines to multiple nodes
+-  Customizable, reproducible and version controlled tooling and pipeline templates
+-  Scalability, flexibility and resiliency of Kubernetes without the deployment and configuration complexities
+
+Onepanel can be found on [LF AI Landscape](http://landscape.lfai.foundation/selected=onepanel)
+
+## Features
+-  Annotate images and video with automatic annotation of bounding boxes and polygon masks, fully integrated with data processing and training pipelines.
+-  JupyterLab configured with extensions for TensorBoard, Git/GitHub, debugging, notebook diffing and support for Conda, OpenCV, Tensorflow and PyTorch with GPU.
+-  Build fully reproducible, distributed and parallel data processing and training pipelines with real-time logs and output snapshots.
+-  Bring your own IDEs, annotation tools and pipelines with a version controlled YAML and Docker based template engine.
+-  Track and visualize model metrics and experiments with TensorBoard or bring your own experiment tracking tools.
+-  Extend Onepanel with powerful REST APIs and SDKs to further automate your workflows.
+
+## Online demo
+We have created an [online demo environment](https://onepanel.typeform.com/to/kQfDX5Vf?product=github) so that you can quickly try Onepanel.
+
+Note that this is a shared demo environment with the following restrictions:
+
+- Data is reset every few hours
+- One type of node pool (machine type) with a limit of 5 concurrent nodes
+- Certain actions may be restricted
+
+## Quick start
+See [quick start guide](https://docs.onepanel.ai/docs/getting-started/quickstart) to get started with the platform of your choice.
+
+### Quick start videos
+[Getting started with Microsoft Azure](https://youtu.be/CQBIYfBk3Zk)\
+[Getting started with Amazon EKS](https://youtu.be/Ipdd8f6D6IM)\
+[Getting started with Google GKE](https://youtu.be/pZRO63SnQ8A)
+
+## Community
+See [documentation](https://docs.onepanel.ai) to get started or for more detailed operational and user guides.
+
+To submit a feature request, report a bug or documentation issue, please open a GitHub [pull request](https://github.com/onepanelio/core/pulls) or [issue](https://github.com/onepanelio/core/issues).
+
+For help, questions, release announcements and contribution discussions, join us on [Slack](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg) or [GitHub discussions](https://github.com/onepanelio/core/discussions).
 
 ## Contributing
 
-See our [Contribution guide](https://docs.onepanel.ai/docs/getting-started/contributing) to get started.
+Onepanel is modular and consists of the following repositories:
+
+[Backend](https://github.com/onepanelio/core/) (this repository) - Code base for backend (Go)\
+[Frontend](https://github.com/onepanelio/core-ui/) - Code base for frontend (Angular + TypeScript)\
+[CLI](https://github.com/onepanelio/cli/) - Code base for installation and management CLI (Go)\
+[Manifests](https://github.com/onepanelio/core-ui/) - Kustomize manifests used by installation and management CLI (YAML)\
+[Python SDK](https://github.com/onepanelio/python-sdk/) - Python SDK code and documentation (Python)\
+[Templates](https://github.com/onepanelio/templates) - Various Workspace, Workflow, Task and Sidecar Templates\
+[Documentation](https://github.com/onepanelio/core-docs/) - The repository for documentation site\
+[API Documentation](https://github.com/onepanelio/core-api-docs/) - API documentation if you choose to use the API directly
+
+See `CONTRIBUTING.md` in each repository for development guidelines. Also, see [contribution guide](https://docs.onepanel.ai/docs/getting-started/contributing) for additional guidelines.
+
 
 ## Acknowledgments
-Onepanel uses the excellent [Argo](https://github.com/argoproj/argo) project under the hood to orchestrate workflows.
+Onepanel seamlessly integrates the following excellent open source projects. We are grateful for the support these communities provide and do our best to contribute back as much as possible.
+
+[Argo](https://github.com/argoproj/argo)\
+[CVAT](https://github.com/opencv/cvat)\
+[JupyterLab](https://github.com/jupyterlab/jupyterlab)\
+[NNI](https://github.com/microsoft/nni)
+
+## License
+Onepanel is licensed under [Apache 2.0](https://github.com/onepanelio/core/blob/master/LICENSE).
+
+## Need a managed solution?
+Visit our [website](https://www.onepanel.io/) for more information about our managed offerings.

api/api.swagger.json

@@ -3,7 +3,7 @@
   "info": {
     "title": "Onepanel",
     "description": "Onepanel API",
-    "version": "0.12.0-rc.0",
+    "version": "0.16.0",
     "contact": {
       "name": "Onepanel project",
       "url": "https://github.com/onepanelio/core"
@@ -54,6 +54,39 @@
         ]
       }
     },
+    "/apis/v1beta1/auth/get_access_token": {
+      "post": {
+        "operationId": "GetAccessToken",
+        "responses": {
+          "200": {
+            "description": "A successful response.",
+            "schema": {
+              "$ref": "#/definitions/GetAccessTokenResponse"
+            }
+          },
+          "default": {
+            "description": "An unexpected error response",
+            "schema": {
+              "$ref": "#/definitions/grpc.gateway.runtime.Error"
+            }
+          }
+        },
+        "parameters": [
+          {
+            "name": "body",
+            "in": "body",
+            "required": true,
+            "schema": {
+              "$ref": "#/definitions/GetAccessTokenRequest"
+            }
+          }
+        ],
+        "tags": [
+          "AuthService"
+        ],
+        "security": []
+      }
+    },
     "/apis/v1beta1/auth/token": {
       "post": {
         "operationId": "IsValidToken",
@@ -77,7 +110,7 @@
             "in": "body",
             "required": true,
             "schema": {
-              "$ref": "#/definitions/TokenWrapper"
+              "$ref": "#/definitions/IsValidTokenRequest"
             }
           }
         ],
@@ -108,6 +141,54 @@
         ]
       }
     },
+    "/apis/v1beta1/labels/{namespace}/{resource}/labels": {
+      "get": {
+        "operationId": "GetAvailableLabels",
+        "responses": {
+          "200": {
+            "description": "A successful response.",
+            "schema": {
+              "$ref": "#/definitions/GetLabelsResponse"
+            }
+          },
+          "default": {
+            "description": "An unexpected error response",
+            "schema": {
+              "$ref": "#/definitions/grpc.gateway.runtime.Error"
+            }
+          }
+        },
+        "parameters": [
+          {
+            "name": "namespace",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          },
+          {
+            "name": "resource",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          },
+          {
+            "name": "keyLike",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "skipKeys",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          }
+        ],
+        "tags": [
+          "LabelService"
+        ]
+      }
+    },
     "/apis/v1beta1/namespaces": {
       "get": {
         "operationId": "ListNamespaces",
@@ -863,6 +944,31 @@
             "required": false,
             "type": "integer",
             "format": "int32"
+          },
+          {
+            "name": "order",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "labels",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "phase",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "includeSystem",
+            "in": "query",
+            "required": false,
+            "type": "boolean",
+            "format": "boolean"
           }
         ],
         "tags": [
@@ -906,6 +1012,36 @@
         ]
       }
     },
+    "/apis/v1beta1/{namespace}/workflow_executions/statistics": {
+      "get": {
+        "operationId": "GetWorkflowExecutionStatisticsForNamespace",
+        "responses": {
+          "200": {
+            "description": "A successful response.",
+            "schema": {
+              "$ref": "#/definitions/GetWorkflowExecutionStatisticsForNamespaceResponse"
+            }
+          },
+          "default": {
+            "description": "An unexpected error response",
+            "schema": {
+              "$ref": "#/definitions/grpc.gateway.runtime.Error"
+            }
+          }
+        },
+        "parameters": [
+          {
+            "name": "namespace",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          }
+        ],
+        "tags": [
+          "WorkflowService"
+        ]
+      }
+    },
     "/apis/v1beta1/{namespace}/workflow_executions/{uid}": {
       "get": {
         "operationId": "GetWorkflowExecution",
@@ -1104,6 +1240,92 @@
         ]
       }
     },
+    "/apis/v1beta1/{namespace}/workflow_executions/{uid}/metric": {
+      "post": {
+        "operationId": "AddWorkflowExecutionMetrics",
+        "responses": {
+          "200": {
+            "description": "A successful response.",
+            "schema": {
+              "$ref": "#/definitions/WorkflowExecutionsMetricsResponse"
+            }
+          },
+          "default": {
+            "description": "An unexpected error response",
+            "schema": {
+              "$ref": "#/definitions/grpc.gateway.runtime.Error"
+            }
+          }
+        },
+        "parameters": [
+          {
+            "name": "namespace",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          },
+          {
+            "name": "uid",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          },
+          {
+            "name": "body",
+            "in": "body",
+            "required": true,
+            "schema": {
+              "$ref": "#/definitions/AddWorkflowExecutionsMetricsRequest"
+            }
+          }
+        ],
+        "tags": [
+          "WorkflowService"
+        ]
+      },
+      "put": {
+        "operationId": "UpdateWorkflowExecutionMetrics",
+        "responses": {
+          "200": {
+            "description": "A successful response.",
+            "schema": {
+              "$ref": "#/definitions/WorkflowExecutionsMetricsResponse"
+            }
+          },
+          "default": {
+            "description": "An unexpected error response",
+            "schema": {
+              "$ref": "#/definitions/grpc.gateway.runtime.Error"
+            }
+          }
+        },
+        "parameters": [
+          {
+            "name": "namespace",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          },
+          {
+            "name": "uid",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          },
+          {
+            "name": "body",
+            "in": "body",
+            "required": true,
+            "schema": {
+              "$ref": "#/definitions/UpdateWorkflowExecutionsMetricsRequest"
+            }
+          }
+        ],
+        "tags": [
+          "WorkflowService"
+        ]
+      }
+    },
     "/apis/v1beta1/{namespace}/workflow_executions/{uid}/pods/{podName}/containers/{containerName}/logs": {
       "get": {
         "operationId": "GetWorkflowExecutionLogs",
@@ -1794,6 +2016,36 @@
         ]
       }
     },
+    "/apis/v1beta1/{namespace}/workspace/statistics": {
+      "get": {
+        "operationId": "GetWorkspaceStatisticsForNamespace",
+        "responses": {
+          "200": {
+            "description": "A successful response.",
+            "schema": {
+              "$ref": "#/definitions/GetWorkspaceStatisticsForNamespaceResponse"
+            }
+          },
+          "default": {
+            "description": "An unexpected error response",
+            "schema": {
+              "$ref": "#/definitions/grpc.gateway.runtime.Error"
+            }
+          }
+        },
+        "parameters": [
+          {
+            "name": "namespace",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          }
+        ],
+        "tags": [
+          "WorkspaceService"
+        ]
+      }
+    },
     "/apis/v1beta1/{namespace}/workspace_templates": {
       "get": {
         "operationId": "ListWorkspaceTemplates",
@@ -1831,6 +2083,24 @@
             "required": false,
             "type": "integer",
             "format": "int32"
+          },
+          {
+            "name": "order",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "labels",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "uid",
+            "in": "query",
+            "required": false,
+            "type": "string"
           }
         ],
         "tags": [
@@ -2112,6 +2382,24 @@
             "required": false,
             "type": "integer",
             "format": "int32"
+          },
+          {
+            "name": "order",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "labels",
+            "in": "query",
+            "required": false,
+            "type": "string"
+          },
+          {
+            "name": "phase",
+            "in": "query",
+            "required": false,
+            "type": "string"
           }
         ],
         "tags": [
@@ -2339,6 +2627,42 @@
         ]
       }
     },
+    "/apis/v1beta1/{namespace}/workspaces/{uid}/retry": {
+      "put": {
+        "operationId": "RetryLastWorkspaceAction",
+        "responses": {
+          "200": {
+            "description": "A successful response.",
+            "schema": {
+              "properties": {}
+            }
+          },
+          "default": {
+            "description": "An unexpected error response",
+            "schema": {
+              "$ref": "#/definitions/grpc.gateway.runtime.Error"
+            }
+          }
+        },
+        "parameters": [
+          {
+            "name": "namespace",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          },
+          {
+            "name": "uid",
+            "in": "path",
+            "required": true,
+            "type": "string"
+          }
+        ],
+        "tags": [
+          "WorkspaceService"
+        ]
+      }
+    },
     "/apis/v1beta1/{namespace}/workspaces/{uid}/status": {
       "put": {
         "operationId": "UpdateWorkspaceStatus",
@@ -2580,6 +2904,27 @@
         }
       }
     },
+    "AddWorkflowExecutionsMetricsRequest": {
+      "type": "object",
+      "properties": {
+        "namespace": {
+          "type": "string"
+        },
+        "uid": {
+          "type": "string"
+        },
+        "override": {
+          "type": "boolean",
+          "format": "boolean"
+        },
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
+        }
+      }
+    },
     "ArchiveWorkflowTemplateResponse": {
       "type": "object",
       "properties": {
@@ -2726,6 +3071,31 @@
         }
       }
     },
+    "GetAccessTokenRequest": {
+      "type": "object",
+      "properties": {
+        "username": {
+          "type": "string"
+        },
+        "token": {
+          "type": "string"
+        }
+      }
+    },
+    "GetAccessTokenResponse": {
+      "type": "object",
+      "properties": {
+        "domain": {
+          "type": "string"
+        },
+        "accessToken": {
+          "type": "string"
+        },
+        "username": {
+          "type": "string"
+        }
+      }
+    },
     "GetConfigResponse": {
       "type": "object",
       "properties": {
@@ -2765,6 +3135,22 @@
         }
       }
     },
+    "GetWorkflowExecutionStatisticsForNamespaceResponse": {
+      "type": "object",
+      "properties": {
+        "stats": {
+          "$ref": "#/definitions/WorkflowExecutionStatisticReport"
+        }
+      }
+    },
+    "GetWorkspaceStatisticsForNamespaceResponse": {
+      "type": "object",
+      "properties": {
+        "stats": {
+          "$ref": "#/definitions/WorkspaceStatisticReport"
+        }
+      }
+    },
     "IsAuthorized": {
       "type": "object",
       "properties": {
@@ -2794,11 +3180,28 @@
         }
       }
     },
+    "IsValidTokenRequest": {
+      "type": "object",
+      "properties": {
+        "username": {
+          "type": "string"
+        },
+        "token": {
+          "type": "string"
+        }
+      }
+    },
     "IsValidTokenResponse": {
       "type": "object",
       "properties": {
         "domain": {
           "type": "string"
+        },
+        "token": {
+          "type": "string"
+        },
+        "username": {
+          "type": "string"
         }
       }
     },
@@ -2958,6 +3361,10 @@
         "totalCount": {
           "type": "integer",
           "format": "int32"
+        },
+        "totalAvailableCount": {
+          "type": "integer",
+          "format": "int32"
         }
       }
     },
@@ -3000,6 +3407,10 @@
         "totalCount": {
           "type": "integer",
           "format": "int32"
+        },
+        "totalAvailableCount": {
+          "type": "integer",
+          "format": "int32"
         }
       }
     },
@@ -3027,6 +3438,10 @@
         "totalCount": {
           "type": "integer",
           "format": "int32"
+        },
+        "totalAvailableCount": {
+          "type": "integer",
+          "format": "int32"
         }
       }
     },
@@ -3221,14 +3636,6 @@
         }
       }
     },
-    "TokenWrapper": {
-      "type": "object",
-      "properties": {
-        "token": {
-          "type": "string"
-        }
-      }
-    },
     "UpdateSecretKeyValueResponse": {
       "type": "object",
       "properties": {
@@ -3238,6 +3645,23 @@
         }
       }
     },
+    "UpdateWorkflowExecutionsMetricsRequest": {
+      "type": "object",
+      "properties": {
+        "namespace": {
+          "type": "string"
+        },
+        "uid": {
+          "type": "string"
+        },
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
+        }
+      }
+    },
     "UpdateWorkspaceBody": {
       "type": "object",
       "properties": {
@@ -3296,6 +3720,12 @@
         },
         "metadata": {
           "$ref": "#/definitions/WorkflowExecutionMetadata"
+        },
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
         }
       }
     },
@@ -3343,6 +3773,17 @@
         }
       }
     },
+    "WorkflowExecutionsMetricsResponse": {
+      "type": "object",
+      "properties": {
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
+        }
+      }
+    },
     "WorkflowTemplate": {
       "type": "object",
       "properties": {
@@ -3442,6 +3883,70 @@
         }
       }
     },
+    "WorkspaceStatisticReport": {
+      "type": "object",
+      "properties": {
+        "total": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "lastCreated": {
+          "type": "string"
+        },
+        "launching": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "running": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "updating": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "pausing": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "paused": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "terminating": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "terminated": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "failedToPause": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "failedToResume": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "failedToTerminate": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "failedToLaunch": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "failedToUpdate": {
+          "type": "integer",
+          "format": "int32"
+        },
+        "failed": {
+          "type": "integer",
+          "format": "int32"
+        }
+      }
+    },
     "WorkspaceStatus": {
       "type": "object",
       "properties": {

api/auth.pb.go

@@ -9,7 +9,7 @@ package api
 import (
 	context "context"
 	proto "github.com/golang/protobuf/proto"
-	_ "github.com/golang/protobuf/ptypes/empty"
+	_ "github.com/grpc-ecosystem/grpc-gateway/protoc-gen-swagger/options"
 	_ "google.golang.org/genproto/googleapis/api/annotations"
 	grpc "google.golang.org/grpc"
 	codes "google.golang.org/grpc/codes"
@@ -31,6 +31,124 @@ const (
 // of the legacy proto package is being used.
 const _ = proto.ProtoPackageIsVersion4
 
+type IsValidTokenRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Username string `protobuf:"bytes,1,opt,name=username,proto3" json:"username,omitempty"`
+	Token    string `protobuf:"bytes,2,opt,name=token,proto3" json:"token,omitempty"`
+}
+
+func (x *IsValidTokenRequest) Reset() {
+	*x = IsValidTokenRequest{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_auth_proto_msgTypes[0]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *IsValidTokenRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*IsValidTokenRequest) ProtoMessage() {}
+
+func (x *IsValidTokenRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_auth_proto_msgTypes[0]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use IsValidTokenRequest.ProtoReflect.Descriptor instead.
+func (*IsValidTokenRequest) Descriptor() ([]byte, []int) {
+	return file_auth_proto_rawDescGZIP(), []int{0}
+}
+
+func (x *IsValidTokenRequest) GetUsername() string {
+	if x != nil {
+		return x.Username
+	}
+	return ""
+}
+
+func (x *IsValidTokenRequest) GetToken() string {
+	if x != nil {
+		return x.Token
+	}
+	return ""
+}
+
+type IsValidTokenResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Domain   string `protobuf:"bytes,1,opt,name=domain,proto3" json:"domain,omitempty"`
+	Token    string `protobuf:"bytes,2,opt,name=token,proto3" json:"token,omitempty"`
+	Username string `protobuf:"bytes,3,opt,name=username,proto3" json:"username,omitempty"`
+}
+
+func (x *IsValidTokenResponse) Reset() {
+	*x = IsValidTokenResponse{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_auth_proto_msgTypes[1]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *IsValidTokenResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*IsValidTokenResponse) ProtoMessage() {}
+
+func (x *IsValidTokenResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_auth_proto_msgTypes[1]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use IsValidTokenResponse.ProtoReflect.Descriptor instead.
+func (*IsValidTokenResponse) Descriptor() ([]byte, []int) {
+	return file_auth_proto_rawDescGZIP(), []int{1}
+}
+
+func (x *IsValidTokenResponse) GetDomain() string {
+	if x != nil {
+		return x.Domain
+	}
+	return ""
+}
+
+func (x *IsValidTokenResponse) GetToken() string {
+	if x != nil {
+		return x.Token
+	}
+	return ""
+}
+
+func (x *IsValidTokenResponse) GetUsername() string {
+	if x != nil {
+		return x.Username
+	}
+	return ""
+}
+
 type IsAuthorized struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -46,7 +164,7 @@ type IsAuthorized struct {
 func (x *IsAuthorized) Reset() {
 	*x = IsAuthorized{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_auth_proto_msgTypes[0]
+		mi := &file_auth_proto_msgTypes[2]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -59,7 +177,7 @@ func (x *IsAuthorized) String() string {
 func (*IsAuthorized) ProtoMessage() {}
 
 func (x *IsAuthorized) ProtoReflect() protoreflect.Message {
-	mi := &file_auth_proto_msgTypes[0]
+	mi := &file_auth_proto_msgTypes[2]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -72,7 +190,7 @@ func (x *IsAuthorized) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use IsAuthorized.ProtoReflect.Descriptor instead.
 func (*IsAuthorized) Descriptor() ([]byte, []int) {
-	return file_auth_proto_rawDescGZIP(), []int{0}
+	return file_auth_proto_rawDescGZIP(), []int{2}
 }
 
 func (x *IsAuthorized) GetNamespace() string {
@@ -121,7 +239,7 @@ type IsAuthorizedRequest struct {
 func (x *IsAuthorizedRequest) Reset() {
 	*x = IsAuthorizedRequest{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_auth_proto_msgTypes[1]
+		mi := &file_auth_proto_msgTypes[3]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -134,7 +252,7 @@ func (x *IsAuthorizedRequest) String() string {
 func (*IsAuthorizedRequest) ProtoMessage() {}
 
 func (x *IsAuthorizedRequest) ProtoReflect() protoreflect.Message {
-	mi := &file_auth_proto_msgTypes[1]
+	mi := &file_auth_proto_msgTypes[3]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -147,7 +265,7 @@ func (x *IsAuthorizedRequest) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use IsAuthorizedRequest.ProtoReflect.Descriptor instead.
 func (*IsAuthorizedRequest) Descriptor() ([]byte, []int) {
-	return file_auth_proto_rawDescGZIP(), []int{1}
+	return file_auth_proto_rawDescGZIP(), []int{3}
 }
 
 func (x *IsAuthorizedRequest) GetIsAuthorized() *IsAuthorized {
@@ -168,7 +286,7 @@ type IsAuthorizedResponse struct {
 func (x *IsAuthorizedResponse) Reset() {
 	*x = IsAuthorizedResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_auth_proto_msgTypes[2]
+		mi := &file_auth_proto_msgTypes[4]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -181,7 +299,7 @@ func (x *IsAuthorizedResponse) String() string {
 func (*IsAuthorizedResponse) ProtoMessage() {}
 
 func (x *IsAuthorizedResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_auth_proto_msgTypes[2]
+	mi := &file_auth_proto_msgTypes[4]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -194,7 +312,7 @@ func (x *IsAuthorizedResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use IsAuthorizedResponse.ProtoReflect.Descriptor instead.
 func (*IsAuthorizedResponse) Descriptor() ([]byte, []int) {
-	return file_auth_proto_rawDescGZIP(), []int{2}
+	return file_auth_proto_rawDescGZIP(), []int{4}
 }
 
 func (x *IsAuthorizedResponse) GetAuthorized() bool {
@@ -204,110 +322,17 @@ func (x *IsAuthorizedResponse) GetAuthorized() bool {
 	return false
 }
 
-type TokenWrapper struct {
+type GetAccessTokenRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Token string `protobuf:"bytes,1,opt,name=token,proto3" json:"token,omitempty"`
+	Username string `protobuf:"bytes,1,opt,name=username,proto3" json:"username,omitempty"`
+	Token    string `protobuf:"bytes,2,opt,name=token,proto3" json:"token,omitempty"`
 }
 
-func (x *TokenWrapper) Reset() {
-	*x = TokenWrapper{}
-	if protoimpl.UnsafeEnabled {
-		mi := &file_auth_proto_msgTypes[3]
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		ms.StoreMessageInfo(mi)
-	}
-}
-
-func (x *TokenWrapper) String() string {
-	return protoimpl.X.MessageStringOf(x)
-}
-
-func (*TokenWrapper) ProtoMessage() {}
-
-func (x *TokenWrapper) ProtoReflect() protoreflect.Message {
-	mi := &file_auth_proto_msgTypes[3]
-	if protoimpl.UnsafeEnabled && x != nil {
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		if ms.LoadMessageInfo() == nil {
-			ms.StoreMessageInfo(mi)
-		}
-		return ms
-	}
-	return mi.MessageOf(x)
-}
-
-// Deprecated: Use TokenWrapper.ProtoReflect.Descriptor instead.
-func (*TokenWrapper) Descriptor() ([]byte, []int) {
-	return file_auth_proto_rawDescGZIP(), []int{3}
-}
-
-func (x *TokenWrapper) GetToken() string {
-	if x != nil {
-		return x.Token
-	}
-	return ""
-}
-
-type IsValidTokenRequest struct {
-	state         protoimpl.MessageState
-	sizeCache     protoimpl.SizeCache
-	unknownFields protoimpl.UnknownFields
-
-	Token *TokenWrapper `protobuf:"bytes,1,opt,name=token,proto3" json:"token,omitempty"`
-}
-
-func (x *IsValidTokenRequest) Reset() {
-	*x = IsValidTokenRequest{}
-	if protoimpl.UnsafeEnabled {
-		mi := &file_auth_proto_msgTypes[4]
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		ms.StoreMessageInfo(mi)
-	}
-}
-
-func (x *IsValidTokenRequest) String() string {
-	return protoimpl.X.MessageStringOf(x)
-}
-
-func (*IsValidTokenRequest) ProtoMessage() {}
-
-func (x *IsValidTokenRequest) ProtoReflect() protoreflect.Message {
-	mi := &file_auth_proto_msgTypes[4]
-	if protoimpl.UnsafeEnabled && x != nil {
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		if ms.LoadMessageInfo() == nil {
-			ms.StoreMessageInfo(mi)
-		}
-		return ms
-	}
-	return mi.MessageOf(x)
-}
-
-// Deprecated: Use IsValidTokenRequest.ProtoReflect.Descriptor instead.
-func (*IsValidTokenRequest) Descriptor() ([]byte, []int) {
-	return file_auth_proto_rawDescGZIP(), []int{4}
-}
-
-func (x *IsValidTokenRequest) GetToken() *TokenWrapper {
-	if x != nil {
-		return x.Token
-	}
-	return nil
-}
-
-type IsValidTokenResponse struct {
-	state         protoimpl.MessageState
-	sizeCache     protoimpl.SizeCache
-	unknownFields protoimpl.UnknownFields
-
-	Domain string `protobuf:"bytes,1,opt,name=domain,proto3" json:"domain,omitempty"`
-}
-
-func (x *IsValidTokenResponse) Reset() {
-	*x = IsValidTokenResponse{}
+func (x *GetAccessTokenRequest) Reset() {
+	*x = GetAccessTokenRequest{}
 	if protoimpl.UnsafeEnabled {
 		mi := &file_auth_proto_msgTypes[5]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
@@ -315,13 +340,13 @@ func (x *IsValidTokenResponse) Reset() {
 	}
 }
 
-func (x *IsValidTokenResponse) String() string {
+func (x *GetAccessTokenRequest) String() string {
 	return protoimpl.X.MessageStringOf(x)
 }
 
-func (*IsValidTokenResponse) ProtoMessage() {}
+func (*GetAccessTokenRequest) ProtoMessage() {}
 
-func (x *IsValidTokenResponse) ProtoReflect() protoreflect.Message {
+func (x *GetAccessTokenRequest) ProtoReflect() protoreflect.Message {
 	mi := &file_auth_proto_msgTypes[5]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
@@ -333,61 +358,153 @@ func (x *IsValidTokenResponse) ProtoReflect() protoreflect.Message {
 	return mi.MessageOf(x)
 }
 
-// Deprecated: Use IsValidTokenResponse.ProtoReflect.Descriptor instead.
-func (*IsValidTokenResponse) Descriptor() ([]byte, []int) {
+// Deprecated: Use GetAccessTokenRequest.ProtoReflect.Descriptor instead.
+func (*GetAccessTokenRequest) Descriptor() ([]byte, []int) {
 	return file_auth_proto_rawDescGZIP(), []int{5}
 }
 
-func (x *IsValidTokenResponse) GetDomain() string {
+func (x *GetAccessTokenRequest) GetUsername() string {
+	if x != nil {
+		return x.Username
+	}
+	return ""
+}
+
+func (x *GetAccessTokenRequest) GetToken() string {
+	if x != nil {
+		return x.Token
+	}
+	return ""
+}
+
+type GetAccessTokenResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Domain      string `protobuf:"bytes,1,opt,name=domain,proto3" json:"domain,omitempty"`
+	AccessToken string `protobuf:"bytes,2,opt,name=accessToken,proto3" json:"accessToken,omitempty"`
+	Username    string `protobuf:"bytes,3,opt,name=username,proto3" json:"username,omitempty"`
+}
+
+func (x *GetAccessTokenResponse) Reset() {
+	*x = GetAccessTokenResponse{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_auth_proto_msgTypes[6]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *GetAccessTokenResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*GetAccessTokenResponse) ProtoMessage() {}
+
+func (x *GetAccessTokenResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_auth_proto_msgTypes[6]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use GetAccessTokenResponse.ProtoReflect.Descriptor instead.
+func (*GetAccessTokenResponse) Descriptor() ([]byte, []int) {
+	return file_auth_proto_rawDescGZIP(), []int{6}
+}
+
+func (x *GetAccessTokenResponse) GetDomain() string {
 	if x != nil {
 		return x.Domain
 	}
 	return ""
 }
 
+func (x *GetAccessTokenResponse) GetAccessToken() string {
+	if x != nil {
+		return x.AccessToken
+	}
+	return ""
+}
+
+func (x *GetAccessTokenResponse) GetUsername() string {
+	if x != nil {
+		return x.Username
+	}
+	return ""
+}
+
 var File_auth_proto protoreflect.FileDescriptor
 
 var file_auth_proto_rawDesc = []byte{
 	0x0a, 0x0a, 0x61, 0x75, 0x74, 0x68, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x03, 0x61, 0x70,
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@@ -410,27 +527,29 @@ func file_auth_proto_rawDescGZIP() []byte {
 	return file_auth_proto_rawDescData
 }
 
-var file_auth_proto_msgTypes = make([]protoimpl.MessageInfo, 6)
+var file_auth_proto_msgTypes = make([]protoimpl.MessageInfo, 7)
 var file_auth_proto_goTypes = []interface{}{
-	(*IsAuthorized)(nil),         // 0: api.IsAuthorized
-	(*IsAuthorizedRequest)(nil),  // 1: api.IsAuthorizedRequest
-	(*IsAuthorizedResponse)(nil), // 2: api.IsAuthorizedResponse
-	(*TokenWrapper)(nil),         // 3: api.TokenWrapper
-	(*IsValidTokenRequest)(nil),  // 4: api.IsValidTokenRequest
-	(*IsValidTokenResponse)(nil), // 5: api.IsValidTokenResponse
+	(*IsValidTokenRequest)(nil),    // 0: api.IsValidTokenRequest
+	(*IsValidTokenResponse)(nil),   // 1: api.IsValidTokenResponse
+	(*IsAuthorized)(nil),           // 2: api.IsAuthorized
+	(*IsAuthorizedRequest)(nil),    // 3: api.IsAuthorizedRequest
+	(*IsAuthorizedResponse)(nil),   // 4: api.IsAuthorizedResponse
+	(*GetAccessTokenRequest)(nil),  // 5: api.GetAccessTokenRequest
+	(*GetAccessTokenResponse)(nil), // 6: api.GetAccessTokenResponse
 }
 var file_auth_proto_depIdxs = []int32{
-	0, // 0: api.IsAuthorizedRequest.isAuthorized:type_name -> api.IsAuthorized
-	3, // 1: api.IsValidTokenRequest.token:type_name -> api.TokenWrapper
-	4, // 2: api.AuthService.IsValidToken:input_type -> api.IsValidTokenRequest
-	1, // 3: api.AuthService.IsAuthorized:input_type -> api.IsAuthorizedRequest
-	5, // 4: api.AuthService.IsValidToken:output_type -> api.IsValidTokenResponse
-	2, // 5: api.AuthService.IsAuthorized:output_type -> api.IsAuthorizedResponse
-	4, // [4:6] is the sub-list for method output_type
-	2, // [2:4] is the sub-list for method input_type
-	2, // [2:2] is the sub-list for extension type_name
-	2, // [2:2] is the sub-list for extension extendee
-	0, // [0:2] is the sub-list for field type_name
+	2, // 0: api.IsAuthorizedRequest.isAuthorized:type_name -> api.IsAuthorized
+	0, // 1: api.AuthService.IsValidToken:input_type -> api.IsValidTokenRequest
+	5, // 2: api.AuthService.GetAccessToken:input_type -> api.GetAccessTokenRequest
+	3, // 3: api.AuthService.IsAuthorized:input_type -> api.IsAuthorizedRequest
+	1, // 4: api.AuthService.IsValidToken:output_type -> api.IsValidTokenResponse
+	6, // 5: api.AuthService.GetAccessToken:output_type -> api.GetAccessTokenResponse
+	4, // 6: api.AuthService.IsAuthorized:output_type -> api.IsAuthorizedResponse
+	4, // [4:7] is the sub-list for method output_type
+	1, // [1:4] is the sub-list for method input_type
+	1, // [1:1] is the sub-list for extension type_name
+	1, // [1:1] is the sub-list for extension extendee
+	0, // [0:1] is the sub-list for field type_name
 }
 
 func init() { file_auth_proto_init() }
@@ -440,54 +559,6 @@ func file_auth_proto_init() {
 	}
 	if !protoimpl.UnsafeEnabled {
 		file_auth_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
-			switch v := v.(*IsAuthorized); i {
-			case 0:
-				return &v.state
-			case 1:
-				return &v.sizeCache
-			case 2:
-				return &v.unknownFields
-			default:
-				return nil
-			}
-		}
-		file_auth_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
-			switch v := v.(*IsAuthorizedRequest); i {
-			case 0:
-				return &v.state
-			case 1:
-				return &v.sizeCache
-			case 2:
-				return &v.unknownFields
-			default:
-				return nil
-			}
-		}
-		file_auth_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
-			switch v := v.(*IsAuthorizedResponse); i {
-			case 0:
-				return &v.state
-			case 1:
-				return &v.sizeCache
-			case 2:
-				return &v.unknownFields
-			default:
-				return nil
-			}
-		}
-		file_auth_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
-			switch v := v.(*TokenWrapper); i {
-			case 0:
-				return &v.state
-			case 1:
-				return &v.sizeCache
-			case 2:
-				return &v.unknownFields
-			default:
-				return nil
-			}
-		}
-		file_auth_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
 			switch v := v.(*IsValidTokenRequest); i {
 			case 0:
 				return &v.state
@@ -499,7 +570,7 @@ func file_auth_proto_init() {
 				return nil
 			}
 		}
-		file_auth_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
+		file_auth_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
 			switch v := v.(*IsValidTokenResponse); i {
 			case 0:
 				return &v.state
@@ -511,6 +582,66 @@ func file_auth_proto_init() {
 				return nil
 			}
 		}
+		file_auth_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*IsAuthorized); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_auth_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*IsAuthorizedRequest); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_auth_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*IsAuthorizedResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_auth_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*GetAccessTokenRequest); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_auth_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*GetAccessTokenResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
 	}
 	type x struct{}
 	out := protoimpl.TypeBuilder{
@@ -518,7 +649,7 @@ func file_auth_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_auth_proto_rawDesc,
 			NumEnums:      0,
-			NumMessages:   6,
+			NumMessages:   7,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
@@ -544,7 +675,9 @@ const _ = grpc.SupportPackageIsVersion6
 //
 // For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
 type AuthServiceClient interface {
+	// Deprecated: Do not use.
 	IsValidToken(ctx context.Context, in *IsValidTokenRequest, opts ...grpc.CallOption) (*IsValidTokenResponse, error)
+	GetAccessToken(ctx context.Context, in *GetAccessTokenRequest, opts ...grpc.CallOption) (*GetAccessTokenResponse, error)
 	IsAuthorized(ctx context.Context, in *IsAuthorizedRequest, opts ...grpc.CallOption) (*IsAuthorizedResponse, error)
 }
 
@@ -556,6 +689,7 @@ func NewAuthServiceClient(cc grpc.ClientConnInterface) AuthServiceClient {
 	return &authServiceClient{cc}
 }
 
+// Deprecated: Do not use.
 func (c *authServiceClient) IsValidToken(ctx context.Context, in *IsValidTokenRequest, opts ...grpc.CallOption) (*IsValidTokenResponse, error) {
 	out := new(IsValidTokenResponse)
 	err := c.cc.Invoke(ctx, "/api.AuthService/IsValidToken", in, out, opts...)
@@ -565,6 +699,15 @@ func (c *authServiceClient) IsValidToken(ctx context.Context, in *IsValidTokenRe
 	return out, nil
 }
 
+func (c *authServiceClient) GetAccessToken(ctx context.Context, in *GetAccessTokenRequest, opts ...grpc.CallOption) (*GetAccessTokenResponse, error) {
+	out := new(GetAccessTokenResponse)
+	err := c.cc.Invoke(ctx, "/api.AuthService/GetAccessToken", in, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
 func (c *authServiceClient) IsAuthorized(ctx context.Context, in *IsAuthorizedRequest, opts ...grpc.CallOption) (*IsAuthorizedResponse, error) {
 	out := new(IsAuthorizedResponse)
 	err := c.cc.Invoke(ctx, "/api.AuthService/IsAuthorized", in, out, opts...)
@@ -576,7 +719,9 @@ func (c *authServiceClient) IsAuthorized(ctx context.Context, in *IsAuthorizedRe
 
 // AuthServiceServer is the server API for AuthService service.
 type AuthServiceServer interface {
+	// Deprecated: Do not use.
 	IsValidToken(context.Context, *IsValidTokenRequest) (*IsValidTokenResponse, error)
+	GetAccessToken(context.Context, *GetAccessTokenRequest) (*GetAccessTokenResponse, error)
 	IsAuthorized(context.Context, *IsAuthorizedRequest) (*IsAuthorizedResponse, error)
 }
 
@@ -587,6 +732,9 @@ type UnimplementedAuthServiceServer struct {
 func (*UnimplementedAuthServiceServer) IsValidToken(context.Context, *IsValidTokenRequest) (*IsValidTokenResponse, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method IsValidToken not implemented")
 }
+func (*UnimplementedAuthServiceServer) GetAccessToken(context.Context, *GetAccessTokenRequest) (*GetAccessTokenResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method GetAccessToken not implemented")
+}
 func (*UnimplementedAuthServiceServer) IsAuthorized(context.Context, *IsAuthorizedRequest) (*IsAuthorizedResponse, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method IsAuthorized not implemented")
 }
@@ -613,6 +761,24 @@ func _AuthService_IsValidToken_Handler(srv interface{}, ctx context.Context, dec
 	return interceptor(ctx, in, info, handler)
 }
 
+func _AuthService_GetAccessToken_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(GetAccessTokenRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(AuthServiceServer).GetAccessToken(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: "/api.AuthService/GetAccessToken",
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(AuthServiceServer).GetAccessToken(ctx, req.(*GetAccessTokenRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
 func _AuthService_IsAuthorized_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
 	in := new(IsAuthorizedRequest)
 	if err := dec(in); err != nil {
@@ -639,6 +805,10 @@ var _AuthService_serviceDesc = grpc.ServiceDesc{
 			MethodName: "IsValidToken",
 			Handler:    _AuthService_IsValidToken_Handler,
 		},
+		{
+			MethodName: "GetAccessToken",
+			Handler:    _AuthService_GetAccessToken_Handler,
+		},
 		{
 			MethodName: "IsAuthorized",
 			Handler:    _AuthService_IsAuthorized_Handler,

api/auth.pb.gw.go

@@ -39,7 +39,7 @@ func request_AuthService_IsValidToken_0(ctx context.Context, marshaler runtime.M
 	if berr != nil {
 		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
 	}
-	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq.Token); err != nil && err != io.EOF {
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
 		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
 
@@ -56,7 +56,7 @@ func local_request_AuthService_IsValidToken_0(ctx context.Context, marshaler run
 	if berr != nil {
 		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
 	}
-	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq.Token); err != nil && err != io.EOF {
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
 		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
 	}
 
@@ -65,6 +65,40 @@ func local_request_AuthService_IsValidToken_0(ctx context.Context, marshaler run
 
 }
 
+func request_AuthService_GetAccessToken_0(ctx context.Context, marshaler runtime.Marshaler, client AuthServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetAccessTokenRequest
+	var metadata runtime.ServerMetadata
+
+	newReader, berr := utilities.IOReaderFactory(req.Body)
+	if berr != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
+	}
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	msg, err := client.GetAccessToken(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_AuthService_GetAccessToken_0(ctx context.Context, marshaler runtime.Marshaler, server AuthServiceServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetAccessTokenRequest
+	var metadata runtime.ServerMetadata
+
+	newReader, berr := utilities.IOReaderFactory(req.Body)
+	if berr != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
+	}
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	msg, err := server.GetAccessToken(ctx, &protoReq)
+	return msg, metadata, err
+
+}
+
 func request_AuthService_IsAuthorized_0(ctx context.Context, marshaler runtime.Marshaler, client AuthServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
 	var protoReq IsAuthorizedRequest
 	var metadata runtime.ServerMetadata
@@ -124,6 +158,26 @@ func RegisterAuthServiceHandlerServer(ctx context.Context, mux *runtime.ServeMux
 
 	})
 
+	mux.Handle("POST", pattern_AuthService_GetAccessToken_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateIncomingContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_AuthService_GetAccessToken_0(rctx, inboundMarshaler, server, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_AuthService_GetAccessToken_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("POST", pattern_AuthService_IsAuthorized_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -205,6 +259,26 @@ func RegisterAuthServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux
 
 	})
 
+	mux.Handle("POST", pattern_AuthService_GetAccessToken_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_AuthService_GetAccessToken_0(rctx, inboundMarshaler, client, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_AuthService_GetAccessToken_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("POST", pattern_AuthService_IsAuthorized_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -231,11 +305,15 @@ func RegisterAuthServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux
 var (
 	pattern_AuthService_IsValidToken_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 2, 2, 2, 3}, []string{"apis", "v1beta1", "auth", "token"}, "", runtime.AssumeColonVerbOpt(true)))
 
+	pattern_AuthService_GetAccessToken_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 2, 2, 2, 3}, []string{"apis", "v1beta1", "auth", "get_access_token"}, "", runtime.AssumeColonVerbOpt(true)))
+
 	pattern_AuthService_IsAuthorized_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 2, 2}, []string{"apis", "v1beta1", "auth"}, "", runtime.AssumeColonVerbOpt(true)))
 )
 
 var (
 	forward_AuthService_IsValidToken_0 = runtime.ForwardResponseMessage
 
+	forward_AuthService_GetAccessToken_0 = runtime.ForwardResponseMessage
+
 	forward_AuthService_IsAuthorized_0 = runtime.ForwardResponseMessage
 )

api/auth.proto

@@ -3,24 +3,47 @@ syntax = "proto3";
 package api;
 
 import "google/api/annotations.proto";
-import "google/protobuf/empty.proto";
+import "protoc-gen-swagger/options/annotations.proto";
 
 service AuthService {
     rpc IsValidToken(IsValidTokenRequest) returns (IsValidTokenResponse) {
         option (google.api.http) = {
             post: "/apis/v1beta1/auth/token"
-            body: "token"
+            body: "*"
+        };
+        option deprecated = true;
+    }
+
+    rpc GetAccessToken(GetAccessTokenRequest) returns (GetAccessTokenResponse) {
+        option (google.api.http) = {
+            post: "/apis/v1beta1/auth/get_access_token"
+            body: "*"
+        };
+        option (grpc.gateway.protoc_gen_swagger.options.openapiv2_operation) = {
+			security: {
+            }
         };
     }
 
     rpc IsAuthorized(IsAuthorizedRequest) returns (IsAuthorizedResponse) {
         option (google.api.http) = {
-            post: "/apis/v1beta1/auth",
+            post: "/apis/v1beta1/auth"
             body: "isAuthorized"
         };
     }
 }
 
+message IsValidTokenRequest {
+    string username = 1;
+    string token = 2;
+}
+
+message IsValidTokenResponse {
+    string domain = 1;
+    string token = 2;
+    string username = 3;
+}
+
 message IsAuthorized {
     string namespace = 1;
     string verb = 2;
@@ -37,14 +60,13 @@ message IsAuthorizedResponse {
     bool authorized = 1;
 }
 
-message TokenWrapper {
-    string token = 1;
+message GetAccessTokenRequest {
+    string username = 1;
+    string token = 2;
 }
 
-message IsValidTokenRequest {
-    TokenWrapper token = 1;
-}
-
-message IsValidTokenResponse {
+message GetAccessTokenResponse {
     string domain = 1;
+    string accessToken = 2;
+    string username = 3;
 }

api/label.pb.go

@@ -337,6 +337,77 @@ func (x *GetLabelsRequest) GetUid() string {
 	return ""
 }
 
+type GetAvailableLabelsRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Namespace string `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
+	Resource  string `protobuf:"bytes,2,opt,name=resource,proto3" json:"resource,omitempty"`
+	KeyLike   string `protobuf:"bytes,3,opt,name=keyLike,proto3" json:"keyLike,omitempty"`
+	SkipKeys  string `protobuf:"bytes,4,opt,name=skipKeys,proto3" json:"skipKeys,omitempty"`
+}
+
+func (x *GetAvailableLabelsRequest) Reset() {
+	*x = GetAvailableLabelsRequest{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_label_proto_msgTypes[5]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *GetAvailableLabelsRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*GetAvailableLabelsRequest) ProtoMessage() {}
+
+func (x *GetAvailableLabelsRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_label_proto_msgTypes[5]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use GetAvailableLabelsRequest.ProtoReflect.Descriptor instead.
+func (*GetAvailableLabelsRequest) Descriptor() ([]byte, []int) {
+	return file_label_proto_rawDescGZIP(), []int{5}
+}
+
+func (x *GetAvailableLabelsRequest) GetNamespace() string {
+	if x != nil {
+		return x.Namespace
+	}
+	return ""
+}
+
+func (x *GetAvailableLabelsRequest) GetResource() string {
+	if x != nil {
+		return x.Resource
+	}
+	return ""
+}
+
+func (x *GetAvailableLabelsRequest) GetKeyLike() string {
+	if x != nil {
+		return x.KeyLike
+	}
+	return ""
+}
+
+func (x *GetAvailableLabelsRequest) GetSkipKeys() string {
+	if x != nil {
+		return x.SkipKeys
+	}
+	return ""
+}
+
 type GetLabelsResponse struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -348,7 +419,7 @@ type GetLabelsResponse struct {
 func (x *GetLabelsResponse) Reset() {
 	*x = GetLabelsResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_label_proto_msgTypes[5]
+		mi := &file_label_proto_msgTypes[6]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -361,7 +432,7 @@ func (x *GetLabelsResponse) String() string {
 func (*GetLabelsResponse) ProtoMessage() {}
 
 func (x *GetLabelsResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_label_proto_msgTypes[5]
+	mi := &file_label_proto_msgTypes[6]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -374,7 +445,7 @@ func (x *GetLabelsResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use GetLabelsResponse.ProtoReflect.Descriptor instead.
 func (*GetLabelsResponse) Descriptor() ([]byte, []int) {
-	return file_label_proto_rawDescGZIP(), []int{5}
+	return file_label_proto_rawDescGZIP(), []int{6}
 }
 
 func (x *GetLabelsResponse) GetLabels() []*KeyValue {
@@ -398,7 +469,7 @@ type DeleteLabelRequest struct {
 func (x *DeleteLabelRequest) Reset() {
 	*x = DeleteLabelRequest{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_label_proto_msgTypes[6]
+		mi := &file_label_proto_msgTypes[7]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -411,7 +482,7 @@ func (x *DeleteLabelRequest) String() string {
 func (*DeleteLabelRequest) ProtoMessage() {}
 
 func (x *DeleteLabelRequest) ProtoReflect() protoreflect.Message {
-	mi := &file_label_proto_msgTypes[6]
+	mi := &file_label_proto_msgTypes[7]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -424,7 +495,7 @@ func (x *DeleteLabelRequest) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use DeleteLabelRequest.ProtoReflect.Descriptor instead.
 func (*DeleteLabelRequest) Descriptor() ([]byte, []int) {
-	return file_label_proto_rawDescGZIP(), []int{6}
+	return file_label_proto_rawDescGZIP(), []int{7}
 }
 
 func (x *DeleteLabelRequest) GetNamespace() string {
@@ -490,51 +561,69 @@ var file_label_proto_rawDesc = []byte{
 	0x73, 0x70, 0x61, 0x63, 0x65, 0x12, 0x1a, 0x0a, 0x08, 0x72, 0x65, 0x73, 0x6f, 0x75, 0x72, 0x63,
 	0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x08, 0x72, 0x65, 0x73, 0x6f, 0x75, 0x72, 0x63,
 	0x65, 0x12, 0x10, 0x0a, 0x03, 0x75, 0x69, 0x64, 0x18, 0x03, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03,
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 }
 
 var (
@@ -549,31 +638,34 @@ func file_label_proto_rawDescGZIP() []byte {
 	return file_label_proto_rawDescData
 }
 
-var file_label_proto_msgTypes = make([]protoimpl.MessageInfo, 7)
+var file_label_proto_msgTypes = make([]protoimpl.MessageInfo, 8)
 var file_label_proto_goTypes = []interface{}{
-	(*KeyValue)(nil),             // 0: api.KeyValue
-	(*Labels)(nil),               // 1: api.Labels
-	(*AddLabelsRequest)(nil),     // 2: api.AddLabelsRequest
-	(*ReplaceLabelsRequest)(nil), // 3: api.ReplaceLabelsRequest
-	(*GetLabelsRequest)(nil),     // 4: api.GetLabelsRequest
-	(*GetLabelsResponse)(nil),    // 5: api.GetLabelsResponse
-	(*DeleteLabelRequest)(nil),   // 6: api.DeleteLabelRequest
+	(*KeyValue)(nil),                  // 0: api.KeyValue
+	(*Labels)(nil),                    // 1: api.Labels
+	(*AddLabelsRequest)(nil),          // 2: api.AddLabelsRequest
+	(*ReplaceLabelsRequest)(nil),      // 3: api.ReplaceLabelsRequest
+	(*GetLabelsRequest)(nil),          // 4: api.GetLabelsRequest
+	(*GetAvailableLabelsRequest)(nil), // 5: api.GetAvailableLabelsRequest
+	(*GetLabelsResponse)(nil),         // 6: api.GetLabelsResponse
+	(*DeleteLabelRequest)(nil),        // 7: api.DeleteLabelRequest
 }
 var file_label_proto_depIdxs = []int32{
 	0, // 0: api.Labels.items:type_name -> api.KeyValue
 	1, // 1: api.AddLabelsRequest.labels:type_name -> api.Labels
 	1, // 2: api.ReplaceLabelsRequest.labels:type_name -> api.Labels
 	0, // 3: api.GetLabelsResponse.labels:type_name -> api.KeyValue
-	4, // 4: api.LabelService.GetLabels:input_type -> api.GetLabelsRequest
-	2, // 5: api.LabelService.AddLabels:input_type -> api.AddLabelsRequest
-	3, // 6: api.LabelService.ReplaceLabels:input_type -> api.ReplaceLabelsRequest
-	6, // 7: api.LabelService.DeleteLabel:input_type -> api.DeleteLabelRequest
-	5, // 8: api.LabelService.GetLabels:output_type -> api.GetLabelsResponse
-	5, // 9: api.LabelService.AddLabels:output_type -> api.GetLabelsResponse
-	5, // 10: api.LabelService.ReplaceLabels:output_type -> api.GetLabelsResponse
-	5, // 11: api.LabelService.DeleteLabel:output_type -> api.GetLabelsResponse
-	8, // [8:12] is the sub-list for method output_type
-	4, // [4:8] is the sub-list for method input_type
+	5, // 4: api.LabelService.GetAvailableLabels:input_type -> api.GetAvailableLabelsRequest
+	4, // 5: api.LabelService.GetLabels:input_type -> api.GetLabelsRequest
+	2, // 6: api.LabelService.AddLabels:input_type -> api.AddLabelsRequest
+	3, // 7: api.LabelService.ReplaceLabels:input_type -> api.ReplaceLabelsRequest
+	7, // 8: api.LabelService.DeleteLabel:input_type -> api.DeleteLabelRequest
+	6, // 9: api.LabelService.GetAvailableLabels:output_type -> api.GetLabelsResponse
+	6, // 10: api.LabelService.GetLabels:output_type -> api.GetLabelsResponse
+	6, // 11: api.LabelService.AddLabels:output_type -> api.GetLabelsResponse
+	6, // 12: api.LabelService.ReplaceLabels:output_type -> api.GetLabelsResponse
+	6, // 13: api.LabelService.DeleteLabel:output_type -> api.GetLabelsResponse
+	9, // [9:14] is the sub-list for method output_type
+	4, // [4:9] is the sub-list for method input_type
 	4, // [4:4] is the sub-list for extension type_name
 	4, // [4:4] is the sub-list for extension extendee
 	0, // [0:4] is the sub-list for field type_name
@@ -646,7 +738,7 @@ func file_label_proto_init() {
 			}
 		}
 		file_label_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
-			switch v := v.(*GetLabelsResponse); i {
+			switch v := v.(*GetAvailableLabelsRequest); i {
 			case 0:
 				return &v.state
 			case 1:
@@ -658,6 +750,18 @@ func file_label_proto_init() {
 			}
 		}
 		file_label_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*GetLabelsResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_label_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} {
 			switch v := v.(*DeleteLabelRequest); i {
 			case 0:
 				return &v.state
@@ -676,7 +780,7 @@ func file_label_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_label_proto_rawDesc,
 			NumEnums:      0,
-			NumMessages:   7,
+			NumMessages:   8,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
@@ -702,6 +806,7 @@ const _ = grpc.SupportPackageIsVersion6
 //
 // For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
 type LabelServiceClient interface {
+	GetAvailableLabels(ctx context.Context, in *GetAvailableLabelsRequest, opts ...grpc.CallOption) (*GetLabelsResponse, error)
 	GetLabels(ctx context.Context, in *GetLabelsRequest, opts ...grpc.CallOption) (*GetLabelsResponse, error)
 	AddLabels(ctx context.Context, in *AddLabelsRequest, opts ...grpc.CallOption) (*GetLabelsResponse, error)
 	ReplaceLabels(ctx context.Context, in *ReplaceLabelsRequest, opts ...grpc.CallOption) (*GetLabelsResponse, error)
@@ -716,6 +821,15 @@ func NewLabelServiceClient(cc grpc.ClientConnInterface) LabelServiceClient {
 	return &labelServiceClient{cc}
 }
 
+func (c *labelServiceClient) GetAvailableLabels(ctx context.Context, in *GetAvailableLabelsRequest, opts ...grpc.CallOption) (*GetLabelsResponse, error) {
+	out := new(GetLabelsResponse)
+	err := c.cc.Invoke(ctx, "/api.LabelService/GetAvailableLabels", in, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
 func (c *labelServiceClient) GetLabels(ctx context.Context, in *GetLabelsRequest, opts ...grpc.CallOption) (*GetLabelsResponse, error) {
 	out := new(GetLabelsResponse)
 	err := c.cc.Invoke(ctx, "/api.LabelService/GetLabels", in, out, opts...)
@@ -754,6 +868,7 @@ func (c *labelServiceClient) DeleteLabel(ctx context.Context, in *DeleteLabelReq
 
 // LabelServiceServer is the server API for LabelService service.
 type LabelServiceServer interface {
+	GetAvailableLabels(context.Context, *GetAvailableLabelsRequest) (*GetLabelsResponse, error)
 	GetLabels(context.Context, *GetLabelsRequest) (*GetLabelsResponse, error)
 	AddLabels(context.Context, *AddLabelsRequest) (*GetLabelsResponse, error)
 	ReplaceLabels(context.Context, *ReplaceLabelsRequest) (*GetLabelsResponse, error)
@@ -764,6 +879,9 @@ type LabelServiceServer interface {
 type UnimplementedLabelServiceServer struct {
 }
 
+func (*UnimplementedLabelServiceServer) GetAvailableLabels(context.Context, *GetAvailableLabelsRequest) (*GetLabelsResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method GetAvailableLabels not implemented")
+}
 func (*UnimplementedLabelServiceServer) GetLabels(context.Context, *GetLabelsRequest) (*GetLabelsResponse, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method GetLabels not implemented")
 }
@@ -781,6 +899,24 @@ func RegisterLabelServiceServer(s *grpc.Server, srv LabelServiceServer) {
 	s.RegisterService(&_LabelService_serviceDesc, srv)
 }
 
+func _LabelService_GetAvailableLabels_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(GetAvailableLabelsRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(LabelServiceServer).GetAvailableLabels(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: "/api.LabelService/GetAvailableLabels",
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(LabelServiceServer).GetAvailableLabels(ctx, req.(*GetAvailableLabelsRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
 func _LabelService_GetLabels_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
 	in := new(GetLabelsRequest)
 	if err := dec(in); err != nil {
@@ -857,6 +993,10 @@ var _LabelService_serviceDesc = grpc.ServiceDesc{
 	ServiceName: "api.LabelService",
 	HandlerType: (*LabelServiceServer)(nil),
 	Methods: []grpc.MethodDesc{
+		{
+			MethodName: "GetAvailableLabels",
+			Handler:    _LabelService_GetAvailableLabels_Handler,
+		},
 		{
 			MethodName: "GetLabels",
 			Handler:    _LabelService_GetLabels_Handler,

api/label.pb.gw.go

@@ -31,6 +31,97 @@ var _ = runtime.String
 var _ = utilities.NewDoubleArray
 var _ = descriptor.ForMessage
 
+var (
+	filter_LabelService_GetAvailableLabels_0 = &utilities.DoubleArray{Encoding: map[string]int{"namespace": 0, "resource": 1}, Base: []int{1, 1, 2, 0, 0}, Check: []int{0, 1, 1, 2, 3}}
+)
+
+func request_LabelService_GetAvailableLabels_0(ctx context.Context, marshaler runtime.Marshaler, client LabelServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetAvailableLabelsRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["resource"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "resource")
+	}
+
+	protoReq.Resource, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "resource", err)
+	}
+
+	if err := req.ParseForm(); err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+	if err := runtime.PopulateQueryParameters(&protoReq, req.Form, filter_LabelService_GetAvailableLabels_0); err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	msg, err := client.GetAvailableLabels(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_LabelService_GetAvailableLabels_0(ctx context.Context, marshaler runtime.Marshaler, server LabelServiceServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetAvailableLabelsRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["resource"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "resource")
+	}
+
+	protoReq.Resource, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "resource", err)
+	}
+
+	if err := runtime.PopulateQueryParameters(&protoReq, req.URL.Query(), filter_LabelService_GetAvailableLabels_0); err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	msg, err := server.GetAvailableLabels(ctx, &protoReq)
+	return msg, metadata, err
+
+}
+
 func request_LabelService_GetLabels_0(ctx context.Context, marshaler runtime.Marshaler, client LabelServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
 	var protoReq GetLabelsRequest
 	var metadata runtime.ServerMetadata
@@ -482,6 +573,26 @@ func local_request_LabelService_DeleteLabel_0(ctx context.Context, marshaler run
 // StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906.
 func RegisterLabelServiceHandlerServer(ctx context.Context, mux *runtime.ServeMux, server LabelServiceServer) error {
 
+	mux.Handle("GET", pattern_LabelService_GetAvailableLabels_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateIncomingContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_LabelService_GetAvailableLabels_0(rctx, inboundMarshaler, server, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_LabelService_GetAvailableLabels_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("GET", pattern_LabelService_GetLabels_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -603,6 +714,26 @@ func RegisterLabelServiceHandler(ctx context.Context, mux *runtime.ServeMux, con
 // "LabelServiceClient" to call the correct interceptors.
 func RegisterLabelServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux, client LabelServiceClient) error {
 
+	mux.Handle("GET", pattern_LabelService_GetAvailableLabels_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_LabelService_GetAvailableLabels_0(rctx, inboundMarshaler, client, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_LabelService_GetAvailableLabels_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("GET", pattern_LabelService_GetLabels_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -687,6 +818,8 @@ func RegisterLabelServiceHandlerClient(ctx context.Context, mux *runtime.ServeMu
 }
 
 var (
+	pattern_LabelService_GetAvailableLabels_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 2, 2, 1, 0, 4, 1, 5, 3, 1, 0, 4, 1, 5, 4, 2, 2}, []string{"apis", "v1beta1", "labels", "namespace", "resource"}, "", runtime.AssumeColonVerbOpt(true)))
+
 	pattern_LabelService_GetLabels_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 1, 0, 4, 1, 5, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "resource", "uid", "labels"}, "", runtime.AssumeColonVerbOpt(true)))
 
 	pattern_LabelService_AddLabels_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 1, 0, 4, 1, 5, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "resource", "uid", "labels"}, "", runtime.AssumeColonVerbOpt(true)))
@@ -697,6 +830,8 @@ var (
 )
 
 var (
+	forward_LabelService_GetAvailableLabels_0 = runtime.ForwardResponseMessage
+
 	forward_LabelService_GetLabels_0 = runtime.ForwardResponseMessage
 
 	forward_LabelService_AddLabels_0 = runtime.ForwardResponseMessage

api/label.proto

@@ -5,6 +5,12 @@ package api;
 import "google/api/annotations.proto";
 
 service LabelService {
+    rpc GetAvailableLabels (GetAvailableLabelsRequest) returns (GetLabelsResponse) {
+        option (google.api.http) = {
+            get: "/apis/v1beta1/labels/{namespace}/{resource}/labels"
+        };
+    }
+
     rpc GetLabels (GetLabelsRequest) returns (GetLabelsResponse) {
         option (google.api.http) = {
             get: "/apis/v1beta1/{namespace}/{resource}/{uid}/labels"
@@ -61,6 +67,13 @@ message GetLabelsRequest {
     string uid = 3;
 }
 
+message GetAvailableLabelsRequest {
+    string namespace = 1;
+    string resource = 2;
+    string keyLike = 3;
+    string skipKeys = 4;
+}
+
 message GetLabelsResponse {
     repeated KeyValue labels = 1;
 }

api/workflow.pb.gw.go

@@ -177,6 +177,60 @@ func local_request_WorkflowService_CloneWorkflowExecution_0(ctx context.Context,
 
 }
 
+func request_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0(ctx context.Context, marshaler runtime.Marshaler, client WorkflowServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetWorkflowExecutionStatisticsForNamespaceRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	msg, err := client.GetWorkflowExecutionStatisticsForNamespace(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0(ctx context.Context, marshaler runtime.Marshaler, server WorkflowServiceServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetWorkflowExecutionStatisticsForNamespaceRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	msg, err := server.GetWorkflowExecutionStatisticsForNamespace(ctx, &protoReq)
+	return msg, metadata, err
+
+}
+
 func request_WorkflowService_GetWorkflowExecution_0(ctx context.Context, marshaler runtime.Marshaler, client WorkflowServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
 	var protoReq GetWorkflowExecutionRequest
 	var metadata runtime.ServerMetadata
@@ -1158,6 +1212,190 @@ func local_request_WorkflowService_UpdateWorkflowExecutionStatus_0(ctx context.C
 
 }
 
+func request_WorkflowService_AddWorkflowExecutionMetrics_0(ctx context.Context, marshaler runtime.Marshaler, client WorkflowServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq AddWorkflowExecutionsMetricsRequest
+	var metadata runtime.ServerMetadata
+
+	newReader, berr := utilities.IOReaderFactory(req.Body)
+	if berr != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
+	}
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["uid"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "uid")
+	}
+
+	protoReq.Uid, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "uid", err)
+	}
+
+	msg, err := client.AddWorkflowExecutionMetrics(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_WorkflowService_AddWorkflowExecutionMetrics_0(ctx context.Context, marshaler runtime.Marshaler, server WorkflowServiceServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq AddWorkflowExecutionsMetricsRequest
+	var metadata runtime.ServerMetadata
+
+	newReader, berr := utilities.IOReaderFactory(req.Body)
+	if berr != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
+	}
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["uid"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "uid")
+	}
+
+	protoReq.Uid, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "uid", err)
+	}
+
+	msg, err := server.AddWorkflowExecutionMetrics(ctx, &protoReq)
+	return msg, metadata, err
+
+}
+
+func request_WorkflowService_UpdateWorkflowExecutionMetrics_0(ctx context.Context, marshaler runtime.Marshaler, client WorkflowServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq UpdateWorkflowExecutionsMetricsRequest
+	var metadata runtime.ServerMetadata
+
+	newReader, berr := utilities.IOReaderFactory(req.Body)
+	if berr != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
+	}
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["uid"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "uid")
+	}
+
+	protoReq.Uid, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "uid", err)
+	}
+
+	msg, err := client.UpdateWorkflowExecutionMetrics(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_WorkflowService_UpdateWorkflowExecutionMetrics_0(ctx context.Context, marshaler runtime.Marshaler, server WorkflowServiceServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq UpdateWorkflowExecutionsMetricsRequest
+	var metadata runtime.ServerMetadata
+
+	newReader, berr := utilities.IOReaderFactory(req.Body)
+	if berr != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", berr)
+	}
+	if err := marshaler.NewDecoder(newReader()).Decode(&protoReq); err != nil && err != io.EOF {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "%v", err)
+	}
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["uid"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "uid")
+	}
+
+	protoReq.Uid, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "uid", err)
+	}
+
+	msg, err := server.UpdateWorkflowExecutionMetrics(ctx, &protoReq)
+	return msg, metadata, err
+
+}
+
 // RegisterWorkflowServiceHandlerServer registers the http handlers for service WorkflowService to "mux".
 // UnaryRPC     :call WorkflowServiceServer directly.
 // StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906.
@@ -1203,6 +1441,26 @@ func RegisterWorkflowServiceHandlerServer(ctx context.Context, mux *runtime.Serv
 
 	})
 
+	mux.Handle("GET", pattern_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateIncomingContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0(rctx, inboundMarshaler, server, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("GET", pattern_WorkflowService_GetWorkflowExecution_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -1417,6 +1675,46 @@ func RegisterWorkflowServiceHandlerServer(ctx context.Context, mux *runtime.Serv
 
 	})
 
+	mux.Handle("POST", pattern_WorkflowService_AddWorkflowExecutionMetrics_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateIncomingContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_WorkflowService_AddWorkflowExecutionMetrics_0(rctx, inboundMarshaler, server, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkflowService_AddWorkflowExecutionMetrics_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
+	mux.Handle("PUT", pattern_WorkflowService_UpdateWorkflowExecutionMetrics_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateIncomingContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_WorkflowService_UpdateWorkflowExecutionMetrics_0(rctx, inboundMarshaler, server, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkflowService_UpdateWorkflowExecutionMetrics_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	return nil
 }
 
@@ -1498,6 +1796,26 @@ func RegisterWorkflowServiceHandlerClient(ctx context.Context, mux *runtime.Serv
 
 	})
 
+	mux.Handle("GET", pattern_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0(rctx, inboundMarshaler, client, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("GET", pattern_WorkflowService_GetWorkflowExecution_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -1738,6 +2056,46 @@ func RegisterWorkflowServiceHandlerClient(ctx context.Context, mux *runtime.Serv
 
 	})
 
+	mux.Handle("POST", pattern_WorkflowService_AddWorkflowExecutionMetrics_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_WorkflowService_AddWorkflowExecutionMetrics_0(rctx, inboundMarshaler, client, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkflowService_AddWorkflowExecutionMetrics_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
+	mux.Handle("PUT", pattern_WorkflowService_UpdateWorkflowExecutionMetrics_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_WorkflowService_UpdateWorkflowExecutionMetrics_0(rctx, inboundMarshaler, client, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkflowService_UpdateWorkflowExecutionMetrics_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	return nil
 }
 
@@ -1746,6 +2104,8 @@ var (
 
 	pattern_WorkflowService_CloneWorkflowExecution_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4}, []string{"apis", "v1beta1", "namespace", "workflow_executions", "uid"}, "", runtime.AssumeColonVerbOpt(true)))
 
+	pattern_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 2, 4}, []string{"apis", "v1beta1", "namespace", "workflow_executions", "statistics"}, "", runtime.AssumeColonVerbOpt(true)))
+
 	pattern_WorkflowService_GetWorkflowExecution_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4}, []string{"apis", "v1beta1", "namespace", "workflow_executions", "uid"}, "", runtime.AssumeColonVerbOpt(true)))
 
 	pattern_WorkflowService_ListWorkflowExecutions_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3}, []string{"apis", "v1beta1", "namespace", "workflow_executions"}, "", runtime.AssumeColonVerbOpt(true)))
@@ -1769,6 +2129,10 @@ var (
 	pattern_WorkflowService_CronStartWorkflowExecutionStatistic_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "workflow_executions", "uid", "cron_start_statistics"}, "", runtime.AssumeColonVerbOpt(true)))
 
 	pattern_WorkflowService_UpdateWorkflowExecutionStatus_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "workflow_executions", "uid", "status"}, "", runtime.AssumeColonVerbOpt(true)))
+
+	pattern_WorkflowService_AddWorkflowExecutionMetrics_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "workflow_executions", "uid", "metric"}, "", runtime.AssumeColonVerbOpt(true)))
+
+	pattern_WorkflowService_UpdateWorkflowExecutionMetrics_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "workflow_executions", "uid", "metric"}, "", runtime.AssumeColonVerbOpt(true)))
 )
 
 var (
@@ -1776,6 +2140,8 @@ var (
 
 	forward_WorkflowService_CloneWorkflowExecution_0 = runtime.ForwardResponseMessage
 
+	forward_WorkflowService_GetWorkflowExecutionStatisticsForNamespace_0 = runtime.ForwardResponseMessage
+
 	forward_WorkflowService_GetWorkflowExecution_0 = runtime.ForwardResponseMessage
 
 	forward_WorkflowService_ListWorkflowExecutions_0 = runtime.ForwardResponseMessage
@@ -1799,4 +2165,8 @@ var (
 	forward_WorkflowService_CronStartWorkflowExecutionStatistic_0 = runtime.ForwardResponseMessage
 
 	forward_WorkflowService_UpdateWorkflowExecutionStatus_0 = runtime.ForwardResponseMessage
+
+	forward_WorkflowService_AddWorkflowExecutionMetrics_0 = runtime.ForwardResponseMessage
+
+	forward_WorkflowService_UpdateWorkflowExecutionMetrics_0 = runtime.ForwardResponseMessage
 )

api/workflow.proto

@@ -25,6 +25,12 @@ service WorkflowService {
         };
     }
 
+    rpc GetWorkflowExecutionStatisticsForNamespace (GetWorkflowExecutionStatisticsForNamespaceRequest) returns (GetWorkflowExecutionStatisticsForNamespaceResponse) {
+        option (google.api.http) = {
+            get: "/apis/v1beta1/{namespace}/workflow_executions/statistics"
+        };
+    }
+
     rpc GetWorkflowExecution (GetWorkflowExecutionRequest) returns (WorkflowExecution) {
         option (google.api.http) = {
             get: "/apis/v1beta1/{namespace}/workflow_executions/{uid}"
@@ -99,6 +105,20 @@ service WorkflowService {
             body: "status"
         };
     }
+
+    rpc AddWorkflowExecutionMetrics (AddWorkflowExecutionsMetricsRequest) returns (WorkflowExecutionsMetricsResponse) {
+        option (google.api.http) = {
+            post: "/apis/v1beta1/{namespace}/workflow_executions/{uid}/metric"
+            body: "*"
+        };
+    }
+
+    rpc UpdateWorkflowExecutionMetrics (UpdateWorkflowExecutionsMetricsRequest) returns (WorkflowExecutionsMetricsResponse) {
+        option (google.api.http) = {
+            put: "/apis/v1beta1/{namespace}/workflow_executions/{uid}/metric"
+            body: "*"
+        };
+    }
 }
 
 message CreateWorkflowExecutionBody {
@@ -169,6 +189,10 @@ message ListWorkflowExecutionsRequest {
     string workflowTemplateVersion = 3;
     int32 pageSize = 4;
     int32 page = 5;
+    string order = 6;
+    string labels = 7;
+    string phase = 8;
+    bool includeSystem = 9;
 }
 
 message ListWorkflowExecutionsResponse {
@@ -177,6 +201,7 @@ message ListWorkflowExecutionsResponse {
     int32 page = 3;
     int32 pages = 4;
     int32 totalCount = 5;
+    int32 totalAvailableCount = 6;
 }
 
 message LogEntry {
@@ -204,6 +229,8 @@ message WorkflowExecution {
     repeated KeyValue labels = 10;
 
     WorkflowExecutionMetadata metadata = 11;
+
+    repeated Metric metrics = 12;
 }
 
 message ArtifactResponse {
@@ -256,4 +283,35 @@ message UpdateWorkflowExecutionStatusRequest {
     string namespace = 1;
     string uid = 2;
     WorkflowExecutionStatus status = 3;
+}
+
+message GetWorkflowExecutionStatisticsForNamespaceRequest {
+    string namespace = 1;
+}
+
+message GetWorkflowExecutionStatisticsForNamespaceResponse {
+    WorkflowExecutionStatisticReport stats = 1;
+}
+
+message AddWorkflowExecutionMetricRequest {
+    string namespace = 1;
+    string uid = 2;
+    Metric metric = 3;
+}
+
+message AddWorkflowExecutionsMetricsRequest {
+    string namespace = 1;
+    string uid = 2;
+    bool override = 3;
+    repeated Metric metrics = 4;
+}
+
+message UpdateWorkflowExecutionsMetricsRequest {
+    string namespace = 1;
+    string uid = 2;
+    repeated Metric metrics = 4;
+}
+
+message WorkflowExecutionsMetricsResponse {
+    repeated Metric metrics = 4;
 }

api/workflow_template.pb.go

@@ -460,11 +460,12 @@ type ListWorkflowTemplatesResponse struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Count             int32               `protobuf:"varint,1,opt,name=count,proto3" json:"count,omitempty"`
-	WorkflowTemplates []*WorkflowTemplate `protobuf:"bytes,2,rep,name=workflowTemplates,proto3" json:"workflowTemplates,omitempty"`
-	Page              int32               `protobuf:"varint,3,opt,name=page,proto3" json:"page,omitempty"`
-	Pages             int32               `protobuf:"varint,4,opt,name=pages,proto3" json:"pages,omitempty"`
-	TotalCount        int32               `protobuf:"varint,5,opt,name=totalCount,proto3" json:"totalCount,omitempty"`
+	Count               int32               `protobuf:"varint,1,opt,name=count,proto3" json:"count,omitempty"`
+	WorkflowTemplates   []*WorkflowTemplate `protobuf:"bytes,2,rep,name=workflowTemplates,proto3" json:"workflowTemplates,omitempty"`
+	Page                int32               `protobuf:"varint,3,opt,name=page,proto3" json:"page,omitempty"`
+	Pages               int32               `protobuf:"varint,4,opt,name=pages,proto3" json:"pages,omitempty"`
+	TotalCount          int32               `protobuf:"varint,5,opt,name=totalCount,proto3" json:"totalCount,omitempty"`
+	TotalAvailableCount int32               `protobuf:"varint,6,opt,name=totalAvailableCount,proto3" json:"totalAvailableCount,omitempty"`
 }
 
 func (x *ListWorkflowTemplatesResponse) Reset() {
@@ -534,6 +535,13 @@ func (x *ListWorkflowTemplatesResponse) GetTotalCount() int32 {
 	return 0
 }
 
+func (x *ListWorkflowTemplatesResponse) GetTotalAvailableCount() int32 {
+	if x != nil {
+		return x.TotalAvailableCount
+	}
+	return 0
+}
+
 type ArchiveWorkflowTemplateRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -1037,7 +1045,7 @@ var file_workflow_template_proto_rawDesc = []byte{
 	0x18, 0x02, 0x20, 0x01, 0x28, 0x05, 0x52, 0x08, 0x70, 0x61, 0x67, 0x65, 0x53, 0x69, 0x7a, 0x65,
 	0x12, 0x12, 0x0a, 0x04, 0x70, 0x61, 0x67, 0x65, 0x18, 0x03, 0x20, 0x01, 0x28, 0x05, 0x52, 0x04,
 	0x70, 0x61, 0x67, 0x65, 0x12, 0x16, 0x0a, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x18, 0x04,
-	0x20, 0x01, 0x28, 0x09, 0x52, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x22, 0xc4, 0x01, 0x0a,
+	0x20, 0x01, 0x28, 0x09, 0x52, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x22, 0xf6, 0x01, 0x0a,
 	0x1d, 0x4c, 0x69, 0x73, 0x74, 0x57, 0x6f, 0x72, 0x6b, 0x66, 0x6c, 0x6f, 0x77, 0x54, 0x65, 0x6d,
 	0x70, 0x6c, 0x61, 0x74, 0x65, 0x73, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x14,
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@@ -1050,156 +1058,159 @@ var file_workflow_template_proto_rawDesc = []byte{
 	0x05, 0x70, 0x61, 0x67, 0x65, 0x73, 0x18, 0x04, 0x20, 0x01, 0x28, 0x05, 0x52, 0x05, 0x70, 0x61,
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+	0x1a, 0x3a, 0x2f, 0x61, 0x70, 0x69, 0x73, 0x2f, 0x76, 0x31, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2f,
+	0x7b, 0x6e, 0x61, 0x6d, 0x65, 0x73, 0x70, 0x61, 0x63, 0x65, 0x7d, 0x2f, 0x77, 0x6f, 0x72, 0x6b,
+	0x66, 0x6c, 0x6f, 0x77, 0x5f, 0x74, 0x65, 0x6d, 0x70, 0x6c, 0x61, 0x74, 0x65, 0x73, 0x2f, 0x7b,
+	0x75, 0x69, 0x64, 0x7d, 0x2f, 0x61, 0x72, 0x63, 0x68, 0x69, 0x76, 0x65, 0x62, 0x06, 0x70, 0x72,
+	0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (

api/workflow_template.proto

@@ -105,6 +105,7 @@ message ListWorkflowTemplatesResponse {
     int32 page = 3;
     int32 pages = 4;
     int32 totalCount = 5;
+    int32 totalAvailableCount = 6;
 }
 
 message ArchiveWorkflowTemplateRequest {

api/workspace.pb.go

@@ -591,6 +591,9 @@ type ListWorkspaceRequest struct {
 	Namespace string `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
 	PageSize  int32  `protobuf:"varint,2,opt,name=pageSize,proto3" json:"pageSize,omitempty"`
 	Page      int32  `protobuf:"varint,3,opt,name=page,proto3" json:"page,omitempty"`
+	Order     string `protobuf:"bytes,4,opt,name=order,proto3" json:"order,omitempty"`
+	Labels    string `protobuf:"bytes,5,opt,name=labels,proto3" json:"labels,omitempty"`
+	Phase     string `protobuf:"bytes,6,opt,name=phase,proto3" json:"phase,omitempty"`
 }
 
 func (x *ListWorkspaceRequest) Reset() {
@@ -646,16 +649,38 @@ func (x *ListWorkspaceRequest) GetPage() int32 {
 	return 0
 }
 
+func (x *ListWorkspaceRequest) GetOrder() string {
+	if x != nil {
+		return x.Order
+	}
+	return ""
+}
+
+func (x *ListWorkspaceRequest) GetLabels() string {
+	if x != nil {
+		return x.Labels
+	}
+	return ""
+}
+
+func (x *ListWorkspaceRequest) GetPhase() string {
+	if x != nil {
+		return x.Phase
+	}
+	return ""
+}
+
 type ListWorkspaceResponse struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Count      int32        `protobuf:"varint,1,opt,name=count,proto3" json:"count,omitempty"`
-	Workspaces []*Workspace `protobuf:"bytes,2,rep,name=workspaces,proto3" json:"workspaces,omitempty"`
-	Page       int32        `protobuf:"varint,3,opt,name=page,proto3" json:"page,omitempty"`
-	Pages      int32        `protobuf:"varint,4,opt,name=pages,proto3" json:"pages,omitempty"`
-	TotalCount int32        `protobuf:"varint,5,opt,name=totalCount,proto3" json:"totalCount,omitempty"`
+	Count               int32        `protobuf:"varint,1,opt,name=count,proto3" json:"count,omitempty"`
+	Workspaces          []*Workspace `protobuf:"bytes,2,rep,name=workspaces,proto3" json:"workspaces,omitempty"`
+	Page                int32        `protobuf:"varint,3,opt,name=page,proto3" json:"page,omitempty"`
+	Pages               int32        `protobuf:"varint,4,opt,name=pages,proto3" json:"pages,omitempty"`
+	TotalCount          int32        `protobuf:"varint,5,opt,name=totalCount,proto3" json:"totalCount,omitempty"`
+	TotalAvailableCount int32        `protobuf:"varint,6,opt,name=totalAvailableCount,proto3" json:"totalAvailableCount,omitempty"`
 }
 
 func (x *ListWorkspaceResponse) Reset() {
@@ -725,6 +750,13 @@ func (x *ListWorkspaceResponse) GetTotalCount() int32 {
 	return 0
 }
 
+func (x *ListWorkspaceResponse) GetTotalAvailableCount() int32 {
+	if x != nil {
+		return x.TotalAvailableCount
+	}
+	return 0
+}
+
 type PauseWorkspaceRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -890,6 +922,314 @@ func (x *DeleteWorkspaceRequest) GetUid() string {
 	return ""
 }
 
+type RetryActionWorkspaceRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Namespace string `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
+	Uid       string `protobuf:"bytes,2,opt,name=uid,proto3" json:"uid,omitempty"`
+}
+
+func (x *RetryActionWorkspaceRequest) Reset() {
+	*x = RetryActionWorkspaceRequest{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_workspace_proto_msgTypes[13]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *RetryActionWorkspaceRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*RetryActionWorkspaceRequest) ProtoMessage() {}
+
+func (x *RetryActionWorkspaceRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_workspace_proto_msgTypes[13]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use RetryActionWorkspaceRequest.ProtoReflect.Descriptor instead.
+func (*RetryActionWorkspaceRequest) Descriptor() ([]byte, []int) {
+	return file_workspace_proto_rawDescGZIP(), []int{13}
+}
+
+func (x *RetryActionWorkspaceRequest) GetNamespace() string {
+	if x != nil {
+		return x.Namespace
+	}
+	return ""
+}
+
+func (x *RetryActionWorkspaceRequest) GetUid() string {
+	if x != nil {
+		return x.Uid
+	}
+	return ""
+}
+
+type WorkspaceStatisticReport struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Total             int32  `protobuf:"varint,1,opt,name=total,proto3" json:"total,omitempty"`
+	LastCreated       string `protobuf:"bytes,2,opt,name=lastCreated,proto3" json:"lastCreated,omitempty"`
+	Launching         int32  `protobuf:"varint,3,opt,name=launching,proto3" json:"launching,omitempty"`
+	Running           int32  `protobuf:"varint,4,opt,name=running,proto3" json:"running,omitempty"`
+	Updating          int32  `protobuf:"varint,5,opt,name=updating,proto3" json:"updating,omitempty"`
+	Pausing           int32  `protobuf:"varint,6,opt,name=pausing,proto3" json:"pausing,omitempty"`
+	Paused            int32  `protobuf:"varint,7,opt,name=paused,proto3" json:"paused,omitempty"`
+	Terminating       int32  `protobuf:"varint,8,opt,name=terminating,proto3" json:"terminating,omitempty"`
+	Terminated        int32  `protobuf:"varint,9,opt,name=terminated,proto3" json:"terminated,omitempty"`
+	FailedToPause     int32  `protobuf:"varint,10,opt,name=failedToPause,proto3" json:"failedToPause,omitempty"`
+	FailedToResume    int32  `protobuf:"varint,11,opt,name=failedToResume,proto3" json:"failedToResume,omitempty"`
+	FailedToTerminate int32  `protobuf:"varint,12,opt,name=failedToTerminate,proto3" json:"failedToTerminate,omitempty"`
+	FailedToLaunch    int32  `protobuf:"varint,13,opt,name=failedToLaunch,proto3" json:"failedToLaunch,omitempty"`
+	FailedToUpdate    int32  `protobuf:"varint,14,opt,name=failedToUpdate,proto3" json:"failedToUpdate,omitempty"`
+	Failed            int32  `protobuf:"varint,15,opt,name=failed,proto3" json:"failed,omitempty"`
+}
+
+func (x *WorkspaceStatisticReport) Reset() {
+	*x = WorkspaceStatisticReport{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_workspace_proto_msgTypes[14]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *WorkspaceStatisticReport) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*WorkspaceStatisticReport) ProtoMessage() {}
+
+func (x *WorkspaceStatisticReport) ProtoReflect() protoreflect.Message {
+	mi := &file_workspace_proto_msgTypes[14]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use WorkspaceStatisticReport.ProtoReflect.Descriptor instead.
+func (*WorkspaceStatisticReport) Descriptor() ([]byte, []int) {
+	return file_workspace_proto_rawDescGZIP(), []int{14}
+}
+
+func (x *WorkspaceStatisticReport) GetTotal() int32 {
+	if x != nil {
+		return x.Total
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetLastCreated() string {
+	if x != nil {
+		return x.LastCreated
+	}
+	return ""
+}
+
+func (x *WorkspaceStatisticReport) GetLaunching() int32 {
+	if x != nil {
+		return x.Launching
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetRunning() int32 {
+	if x != nil {
+		return x.Running
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetUpdating() int32 {
+	if x != nil {
+		return x.Updating
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetPausing() int32 {
+	if x != nil {
+		return x.Pausing
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetPaused() int32 {
+	if x != nil {
+		return x.Paused
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetTerminating() int32 {
+	if x != nil {
+		return x.Terminating
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetTerminated() int32 {
+	if x != nil {
+		return x.Terminated
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetFailedToPause() int32 {
+	if x != nil {
+		return x.FailedToPause
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetFailedToResume() int32 {
+	if x != nil {
+		return x.FailedToResume
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetFailedToTerminate() int32 {
+	if x != nil {
+		return x.FailedToTerminate
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetFailedToLaunch() int32 {
+	if x != nil {
+		return x.FailedToLaunch
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetFailedToUpdate() int32 {
+	if x != nil {
+		return x.FailedToUpdate
+	}
+	return 0
+}
+
+func (x *WorkspaceStatisticReport) GetFailed() int32 {
+	if x != nil {
+		return x.Failed
+	}
+	return 0
+}
+
+type GetWorkspaceStatisticsForNamespaceRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Namespace string `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
+}
+
+func (x *GetWorkspaceStatisticsForNamespaceRequest) Reset() {
+	*x = GetWorkspaceStatisticsForNamespaceRequest{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_workspace_proto_msgTypes[15]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *GetWorkspaceStatisticsForNamespaceRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*GetWorkspaceStatisticsForNamespaceRequest) ProtoMessage() {}
+
+func (x *GetWorkspaceStatisticsForNamespaceRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_workspace_proto_msgTypes[15]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use GetWorkspaceStatisticsForNamespaceRequest.ProtoReflect.Descriptor instead.
+func (*GetWorkspaceStatisticsForNamespaceRequest) Descriptor() ([]byte, []int) {
+	return file_workspace_proto_rawDescGZIP(), []int{15}
+}
+
+func (x *GetWorkspaceStatisticsForNamespaceRequest) GetNamespace() string {
+	if x != nil {
+		return x.Namespace
+	}
+	return ""
+}
+
+type GetWorkspaceStatisticsForNamespaceResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Stats *WorkspaceStatisticReport `protobuf:"bytes,1,opt,name=stats,proto3" json:"stats,omitempty"`
+}
+
+func (x *GetWorkspaceStatisticsForNamespaceResponse) Reset() {
+	*x = GetWorkspaceStatisticsForNamespaceResponse{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_workspace_proto_msgTypes[16]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *GetWorkspaceStatisticsForNamespaceResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*GetWorkspaceStatisticsForNamespaceResponse) ProtoMessage() {}
+
+func (x *GetWorkspaceStatisticsForNamespaceResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_workspace_proto_msgTypes[16]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use GetWorkspaceStatisticsForNamespaceResponse.ProtoReflect.Descriptor instead.
+func (*GetWorkspaceStatisticsForNamespaceResponse) Descriptor() ([]byte, []int) {
+	return file_workspace_proto_rawDescGZIP(), []int{16}
+}
+
+func (x *GetWorkspaceStatisticsForNamespaceResponse) GetStats() *WorkspaceStatisticReport {
+	if x != nil {
+		return x.Stats
+	}
+	return nil
+}
+
 var File_workspace_proto protoreflect.FileDescriptor
 
 var file_workspace_proto_rawDesc = []byte{
@@ -981,103 +1321,179 @@ var file_workspace_proto_rawDesc = []byte{
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+	0x74, 0x1a, 0x16, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f,
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+	0x2f, 0x7b, 0x6e, 0x61, 0x6d, 0x65, 0x73, 0x70, 0x61, 0x63, 0x65, 0x7d, 0x2f, 0x77, 0x6f, 0x72,
+	0x6b, 0x73, 0x70, 0x61, 0x63, 0x65, 0x73, 0x2f, 0x7b, 0x75, 0x69, 0x64, 0x7d, 0x2f, 0x72, 0x65,
+	0x74, 0x72, 0x79, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
@@ -1092,61 +1508,70 @@ func file_workspace_proto_rawDescGZIP() []byte {
 	return file_workspace_proto_rawDescData
 }
 
-var file_workspace_proto_msgTypes = make([]protoimpl.MessageInfo, 13)
+var file_workspace_proto_msgTypes = make([]protoimpl.MessageInfo, 17)
 var file_workspace_proto_goTypes = []interface{}{
-	(*Workspace)(nil),                    // 0: api.Workspace
-	(*WorkspaceStatus)(nil),              // 1: api.WorkspaceStatus
-	(*CreateWorkspaceBody)(nil),          // 2: api.CreateWorkspaceBody
-	(*CreateWorkspaceRequest)(nil),       // 3: api.CreateWorkspaceRequest
-	(*GetWorkspaceRequest)(nil),          // 4: api.GetWorkspaceRequest
-	(*UpdateWorkspaceStatusRequest)(nil), // 5: api.UpdateWorkspaceStatusRequest
-	(*UpdateWorkspaceBody)(nil),          // 6: api.UpdateWorkspaceBody
-	(*UpdateWorkspaceRequest)(nil),       // 7: api.UpdateWorkspaceRequest
-	(*ListWorkspaceRequest)(nil),         // 8: api.ListWorkspaceRequest
-	(*ListWorkspaceResponse)(nil),        // 9: api.ListWorkspaceResponse
-	(*PauseWorkspaceRequest)(nil),        // 10: api.PauseWorkspaceRequest
-	(*ResumeWorkspaceRequest)(nil),       // 11: api.ResumeWorkspaceRequest
-	(*DeleteWorkspaceRequest)(nil),       // 12: api.DeleteWorkspaceRequest
-	(*Parameter)(nil),                    // 13: api.Parameter
-	(*WorkspaceTemplate)(nil),            // 14: api.WorkspaceTemplate
-	(*KeyValue)(nil),                     // 15: api.KeyValue
-	(*empty.Empty)(nil),                  // 16: google.protobuf.Empty
+	(*Workspace)(nil),                                  // 0: api.Workspace
+	(*WorkspaceStatus)(nil),                            // 1: api.WorkspaceStatus
+	(*CreateWorkspaceBody)(nil),                        // 2: api.CreateWorkspaceBody
+	(*CreateWorkspaceRequest)(nil),                     // 3: api.CreateWorkspaceRequest
+	(*GetWorkspaceRequest)(nil),                        // 4: api.GetWorkspaceRequest
+	(*UpdateWorkspaceStatusRequest)(nil),               // 5: api.UpdateWorkspaceStatusRequest
+	(*UpdateWorkspaceBody)(nil),                        // 6: api.UpdateWorkspaceBody
+	(*UpdateWorkspaceRequest)(nil),                     // 7: api.UpdateWorkspaceRequest
+	(*ListWorkspaceRequest)(nil),                       // 8: api.ListWorkspaceRequest
+	(*ListWorkspaceResponse)(nil),                      // 9: api.ListWorkspaceResponse
+	(*PauseWorkspaceRequest)(nil),                      // 10: api.PauseWorkspaceRequest
+	(*ResumeWorkspaceRequest)(nil),                     // 11: api.ResumeWorkspaceRequest
+	(*DeleteWorkspaceRequest)(nil),                     // 12: api.DeleteWorkspaceRequest
+	(*RetryActionWorkspaceRequest)(nil),                // 13: api.RetryActionWorkspaceRequest
+	(*WorkspaceStatisticReport)(nil),                   // 14: api.WorkspaceStatisticReport
+	(*GetWorkspaceStatisticsForNamespaceRequest)(nil),  // 15: api.GetWorkspaceStatisticsForNamespaceRequest
+	(*GetWorkspaceStatisticsForNamespaceResponse)(nil), // 16: api.GetWorkspaceStatisticsForNamespaceResponse
+	(*Parameter)(nil),                                  // 17: api.Parameter
+	(*WorkspaceTemplate)(nil),                          // 18: api.WorkspaceTemplate
+	(*KeyValue)(nil),                                   // 19: api.KeyValue
+	(*empty.Empty)(nil),                                // 20: google.protobuf.Empty
 }
 var file_workspace_proto_depIdxs = []int32{
-	13, // 0: api.Workspace.parameters:type_name -> api.Parameter
-	14, // 1: api.Workspace.workspaceTemplate:type_name -> api.WorkspaceTemplate
+	17, // 0: api.Workspace.parameters:type_name -> api.Parameter
+	18, // 1: api.Workspace.workspaceTemplate:type_name -> api.WorkspaceTemplate
 	1,  // 2: api.Workspace.status:type_name -> api.WorkspaceStatus
-	15, // 3: api.Workspace.labels:type_name -> api.KeyValue
-	13, // 4: api.Workspace.templateParameters:type_name -> api.Parameter
-	13, // 5: api.CreateWorkspaceBody.parameters:type_name -> api.Parameter
-	15, // 6: api.CreateWorkspaceBody.labels:type_name -> api.KeyValue
+	19, // 3: api.Workspace.labels:type_name -> api.KeyValue
+	17, // 4: api.Workspace.templateParameters:type_name -> api.Parameter
+	17, // 5: api.CreateWorkspaceBody.parameters:type_name -> api.Parameter
+	19, // 6: api.CreateWorkspaceBody.labels:type_name -> api.KeyValue
 	2,  // 7: api.CreateWorkspaceRequest.body:type_name -> api.CreateWorkspaceBody
 	1,  // 8: api.UpdateWorkspaceStatusRequest.status:type_name -> api.WorkspaceStatus
-	13, // 9: api.UpdateWorkspaceBody.parameters:type_name -> api.Parameter
-	15, // 10: api.UpdateWorkspaceBody.labels:type_name -> api.KeyValue
+	17, // 9: api.UpdateWorkspaceBody.parameters:type_name -> api.Parameter
+	19, // 10: api.UpdateWorkspaceBody.labels:type_name -> api.KeyValue
 	6,  // 11: api.UpdateWorkspaceRequest.body:type_name -> api.UpdateWorkspaceBody
 	0,  // 12: api.ListWorkspaceResponse.workspaces:type_name -> api.Workspace
-	3,  // 13: api.WorkspaceService.CreateWorkspace:input_type -> api.CreateWorkspaceRequest
-	4,  // 14: api.WorkspaceService.GetWorkspace:input_type -> api.GetWorkspaceRequest
-	8,  // 15: api.WorkspaceService.ListWorkspaces:input_type -> api.ListWorkspaceRequest
-	5,  // 16: api.WorkspaceService.UpdateWorkspaceStatus:input_type -> api.UpdateWorkspaceStatusRequest
-	7,  // 17: api.WorkspaceService.UpdateWorkspace:input_type -> api.UpdateWorkspaceRequest
-	10, // 18: api.WorkspaceService.PauseWorkspace:input_type -> api.PauseWorkspaceRequest
-	11, // 19: api.WorkspaceService.ResumeWorkspace:input_type -> api.ResumeWorkspaceRequest
-	12, // 20: api.WorkspaceService.DeleteWorkspace:input_type -> api.DeleteWorkspaceRequest
-	0,  // 21: api.WorkspaceService.CreateWorkspace:output_type -> api.Workspace
-	0,  // 22: api.WorkspaceService.GetWorkspace:output_type -> api.Workspace
-	9,  // 23: api.WorkspaceService.ListWorkspaces:output_type -> api.ListWorkspaceResponse
-	16, // 24: api.WorkspaceService.UpdateWorkspaceStatus:output_type -> google.protobuf.Empty
-	16, // 25: api.WorkspaceService.UpdateWorkspace:output_type -> google.protobuf.Empty
-	16, // 26: api.WorkspaceService.PauseWorkspace:output_type -> google.protobuf.Empty
-	16, // 27: api.WorkspaceService.ResumeWorkspace:output_type -> google.protobuf.Empty
-	16, // 28: api.WorkspaceService.DeleteWorkspace:output_type -> google.protobuf.Empty
-	21, // [21:29] is the sub-list for method output_type
-	13, // [13:21] is the sub-list for method input_type
-	13, // [13:13] is the sub-list for extension type_name
-	13, // [13:13] is the sub-list for extension extendee
-	0,  // [0:13] is the sub-list for field type_name
+	14, // 13: api.GetWorkspaceStatisticsForNamespaceResponse.stats:type_name -> api.WorkspaceStatisticReport
+	3,  // 14: api.WorkspaceService.CreateWorkspace:input_type -> api.CreateWorkspaceRequest
+	15, // 15: api.WorkspaceService.GetWorkspaceStatisticsForNamespace:input_type -> api.GetWorkspaceStatisticsForNamespaceRequest
+	4,  // 16: api.WorkspaceService.GetWorkspace:input_type -> api.GetWorkspaceRequest
+	8,  // 17: api.WorkspaceService.ListWorkspaces:input_type -> api.ListWorkspaceRequest
+	5,  // 18: api.WorkspaceService.UpdateWorkspaceStatus:input_type -> api.UpdateWorkspaceStatusRequest
+	7,  // 19: api.WorkspaceService.UpdateWorkspace:input_type -> api.UpdateWorkspaceRequest
+	10, // 20: api.WorkspaceService.PauseWorkspace:input_type -> api.PauseWorkspaceRequest
+	11, // 21: api.WorkspaceService.ResumeWorkspace:input_type -> api.ResumeWorkspaceRequest
+	12, // 22: api.WorkspaceService.DeleteWorkspace:input_type -> api.DeleteWorkspaceRequest
+	13, // 23: api.WorkspaceService.RetryLastWorkspaceAction:input_type -> api.RetryActionWorkspaceRequest
+	0,  // 24: api.WorkspaceService.CreateWorkspace:output_type -> api.Workspace
+	16, // 25: api.WorkspaceService.GetWorkspaceStatisticsForNamespace:output_type -> api.GetWorkspaceStatisticsForNamespaceResponse
+	0,  // 26: api.WorkspaceService.GetWorkspace:output_type -> api.Workspace
+	9,  // 27: api.WorkspaceService.ListWorkspaces:output_type -> api.ListWorkspaceResponse
+	20, // 28: api.WorkspaceService.UpdateWorkspaceStatus:output_type -> google.protobuf.Empty
+	20, // 29: api.WorkspaceService.UpdateWorkspace:output_type -> google.protobuf.Empty
+	20, // 30: api.WorkspaceService.PauseWorkspace:output_type -> google.protobuf.Empty
+	20, // 31: api.WorkspaceService.ResumeWorkspace:output_type -> google.protobuf.Empty
+	20, // 32: api.WorkspaceService.DeleteWorkspace:output_type -> google.protobuf.Empty
+	20, // 33: api.WorkspaceService.RetryLastWorkspaceAction:output_type -> google.protobuf.Empty
+	24, // [24:34] is the sub-list for method output_type
+	14, // [14:24] is the sub-list for method input_type
+	14, // [14:14] is the sub-list for extension type_name
+	14, // [14:14] is the sub-list for extension extendee
+	0,  // [0:14] is the sub-list for field type_name
 }
 
 func init() { file_workspace_proto_init() }
@@ -1314,6 +1739,54 @@ func file_workspace_proto_init() {
 				return nil
 			}
 		}
+		file_workspace_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*RetryActionWorkspaceRequest); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_workspace_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*WorkspaceStatisticReport); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_workspace_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*GetWorkspaceStatisticsForNamespaceRequest); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
+		file_workspace_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} {
+			switch v := v.(*GetWorkspaceStatisticsForNamespaceResponse); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
 	}
 	type x struct{}
 	out := protoimpl.TypeBuilder{
@@ -1321,7 +1794,7 @@ func file_workspace_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_workspace_proto_rawDesc,
 			NumEnums:      0,
-			NumMessages:   13,
+			NumMessages:   17,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
@@ -1348,6 +1821,7 @@ const _ = grpc.SupportPackageIsVersion6
 // For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
 type WorkspaceServiceClient interface {
 	CreateWorkspace(ctx context.Context, in *CreateWorkspaceRequest, opts ...grpc.CallOption) (*Workspace, error)
+	GetWorkspaceStatisticsForNamespace(ctx context.Context, in *GetWorkspaceStatisticsForNamespaceRequest, opts ...grpc.CallOption) (*GetWorkspaceStatisticsForNamespaceResponse, error)
 	GetWorkspace(ctx context.Context, in *GetWorkspaceRequest, opts ...grpc.CallOption) (*Workspace, error)
 	ListWorkspaces(ctx context.Context, in *ListWorkspaceRequest, opts ...grpc.CallOption) (*ListWorkspaceResponse, error)
 	UpdateWorkspaceStatus(ctx context.Context, in *UpdateWorkspaceStatusRequest, opts ...grpc.CallOption) (*empty.Empty, error)
@@ -1355,6 +1829,7 @@ type WorkspaceServiceClient interface {
 	PauseWorkspace(ctx context.Context, in *PauseWorkspaceRequest, opts ...grpc.CallOption) (*empty.Empty, error)
 	ResumeWorkspace(ctx context.Context, in *ResumeWorkspaceRequest, opts ...grpc.CallOption) (*empty.Empty, error)
 	DeleteWorkspace(ctx context.Context, in *DeleteWorkspaceRequest, opts ...grpc.CallOption) (*empty.Empty, error)
+	RetryLastWorkspaceAction(ctx context.Context, in *RetryActionWorkspaceRequest, opts ...grpc.CallOption) (*empty.Empty, error)
 }
 
 type workspaceServiceClient struct {
@@ -1374,6 +1849,15 @@ func (c *workspaceServiceClient) CreateWorkspace(ctx context.Context, in *Create
 	return out, nil
 }
 
+func (c *workspaceServiceClient) GetWorkspaceStatisticsForNamespace(ctx context.Context, in *GetWorkspaceStatisticsForNamespaceRequest, opts ...grpc.CallOption) (*GetWorkspaceStatisticsForNamespaceResponse, error) {
+	out := new(GetWorkspaceStatisticsForNamespaceResponse)
+	err := c.cc.Invoke(ctx, "/api.WorkspaceService/GetWorkspaceStatisticsForNamespace", in, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
 func (c *workspaceServiceClient) GetWorkspace(ctx context.Context, in *GetWorkspaceRequest, opts ...grpc.CallOption) (*Workspace, error) {
 	out := new(Workspace)
 	err := c.cc.Invoke(ctx, "/api.WorkspaceService/GetWorkspace", in, out, opts...)
@@ -1437,9 +1921,19 @@ func (c *workspaceServiceClient) DeleteWorkspace(ctx context.Context, in *Delete
 	return out, nil
 }
 
+func (c *workspaceServiceClient) RetryLastWorkspaceAction(ctx context.Context, in *RetryActionWorkspaceRequest, opts ...grpc.CallOption) (*empty.Empty, error) {
+	out := new(empty.Empty)
+	err := c.cc.Invoke(ctx, "/api.WorkspaceService/RetryLastWorkspaceAction", in, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
 // WorkspaceServiceServer is the server API for WorkspaceService service.
 type WorkspaceServiceServer interface {
 	CreateWorkspace(context.Context, *CreateWorkspaceRequest) (*Workspace, error)
+	GetWorkspaceStatisticsForNamespace(context.Context, *GetWorkspaceStatisticsForNamespaceRequest) (*GetWorkspaceStatisticsForNamespaceResponse, error)
 	GetWorkspace(context.Context, *GetWorkspaceRequest) (*Workspace, error)
 	ListWorkspaces(context.Context, *ListWorkspaceRequest) (*ListWorkspaceResponse, error)
 	UpdateWorkspaceStatus(context.Context, *UpdateWorkspaceStatusRequest) (*empty.Empty, error)
@@ -1447,6 +1941,7 @@ type WorkspaceServiceServer interface {
 	PauseWorkspace(context.Context, *PauseWorkspaceRequest) (*empty.Empty, error)
 	ResumeWorkspace(context.Context, *ResumeWorkspaceRequest) (*empty.Empty, error)
 	DeleteWorkspace(context.Context, *DeleteWorkspaceRequest) (*empty.Empty, error)
+	RetryLastWorkspaceAction(context.Context, *RetryActionWorkspaceRequest) (*empty.Empty, error)
 }
 
 // UnimplementedWorkspaceServiceServer can be embedded to have forward compatible implementations.
@@ -1456,6 +1951,9 @@ type UnimplementedWorkspaceServiceServer struct {
 func (*UnimplementedWorkspaceServiceServer) CreateWorkspace(context.Context, *CreateWorkspaceRequest) (*Workspace, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method CreateWorkspace not implemented")
 }
+func (*UnimplementedWorkspaceServiceServer) GetWorkspaceStatisticsForNamespace(context.Context, *GetWorkspaceStatisticsForNamespaceRequest) (*GetWorkspaceStatisticsForNamespaceResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method GetWorkspaceStatisticsForNamespace not implemented")
+}
 func (*UnimplementedWorkspaceServiceServer) GetWorkspace(context.Context, *GetWorkspaceRequest) (*Workspace, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method GetWorkspace not implemented")
 }
@@ -1477,6 +1975,9 @@ func (*UnimplementedWorkspaceServiceServer) ResumeWorkspace(context.Context, *Re
 func (*UnimplementedWorkspaceServiceServer) DeleteWorkspace(context.Context, *DeleteWorkspaceRequest) (*empty.Empty, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method DeleteWorkspace not implemented")
 }
+func (*UnimplementedWorkspaceServiceServer) RetryLastWorkspaceAction(context.Context, *RetryActionWorkspaceRequest) (*empty.Empty, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method RetryLastWorkspaceAction not implemented")
+}
 
 func RegisterWorkspaceServiceServer(s *grpc.Server, srv WorkspaceServiceServer) {
 	s.RegisterService(&_WorkspaceService_serviceDesc, srv)
@@ -1500,6 +2001,24 @@ func _WorkspaceService_CreateWorkspace_Handler(srv interface{}, ctx context.Cont
 	return interceptor(ctx, in, info, handler)
 }
 
+func _WorkspaceService_GetWorkspaceStatisticsForNamespace_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(GetWorkspaceStatisticsForNamespaceRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(WorkspaceServiceServer).GetWorkspaceStatisticsForNamespace(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: "/api.WorkspaceService/GetWorkspaceStatisticsForNamespace",
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(WorkspaceServiceServer).GetWorkspaceStatisticsForNamespace(ctx, req.(*GetWorkspaceStatisticsForNamespaceRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
 func _WorkspaceService_GetWorkspace_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
 	in := new(GetWorkspaceRequest)
 	if err := dec(in); err != nil {
@@ -1626,6 +2145,24 @@ func _WorkspaceService_DeleteWorkspace_Handler(srv interface{}, ctx context.Cont
 	return interceptor(ctx, in, info, handler)
 }
 
+func _WorkspaceService_RetryLastWorkspaceAction_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(RetryActionWorkspaceRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(WorkspaceServiceServer).RetryLastWorkspaceAction(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: "/api.WorkspaceService/RetryLastWorkspaceAction",
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(WorkspaceServiceServer).RetryLastWorkspaceAction(ctx, req.(*RetryActionWorkspaceRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
 var _WorkspaceService_serviceDesc = grpc.ServiceDesc{
 	ServiceName: "api.WorkspaceService",
 	HandlerType: (*WorkspaceServiceServer)(nil),
@@ -1634,6 +2171,10 @@ var _WorkspaceService_serviceDesc = grpc.ServiceDesc{
 			MethodName: "CreateWorkspace",
 			Handler:    _WorkspaceService_CreateWorkspace_Handler,
 		},
+		{
+			MethodName: "GetWorkspaceStatisticsForNamespace",
+			Handler:    _WorkspaceService_GetWorkspaceStatisticsForNamespace_Handler,
+		},
 		{
 			MethodName: "GetWorkspace",
 			Handler:    _WorkspaceService_GetWorkspace_Handler,
@@ -1662,6 +2203,10 @@ var _WorkspaceService_serviceDesc = grpc.ServiceDesc{
 			MethodName: "DeleteWorkspace",
 			Handler:    _WorkspaceService_DeleteWorkspace_Handler,
 		},
+		{
+			MethodName: "RetryLastWorkspaceAction",
+			Handler:    _WorkspaceService_RetryLastWorkspaceAction_Handler,
+		},
 	},
 	Streams:  []grpc.StreamDesc{},
 	Metadata: "workspace.proto",

api/workspace.pb.gw.go

@@ -101,6 +101,60 @@ func local_request_WorkspaceService_CreateWorkspace_0(ctx context.Context, marsh
 
 }
 
+func request_WorkspaceService_GetWorkspaceStatisticsForNamespace_0(ctx context.Context, marshaler runtime.Marshaler, client WorkspaceServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetWorkspaceStatisticsForNamespaceRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	msg, err := client.GetWorkspaceStatisticsForNamespace(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_WorkspaceService_GetWorkspaceStatisticsForNamespace_0(ctx context.Context, marshaler runtime.Marshaler, server WorkspaceServiceServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq GetWorkspaceStatisticsForNamespaceRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	msg, err := server.GetWorkspaceStatisticsForNamespace(ctx, &protoReq)
+	return msg, metadata, err
+
+}
+
 func request_WorkspaceService_GetWorkspace_0(ctx context.Context, marshaler runtime.Marshaler, client WorkspaceServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
 	var protoReq GetWorkspaceRequest
 	var metadata runtime.ServerMetadata
@@ -658,6 +712,82 @@ func local_request_WorkspaceService_DeleteWorkspace_0(ctx context.Context, marsh
 
 }
 
+func request_WorkspaceService_RetryLastWorkspaceAction_0(ctx context.Context, marshaler runtime.Marshaler, client WorkspaceServiceClient, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq RetryActionWorkspaceRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["uid"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "uid")
+	}
+
+	protoReq.Uid, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "uid", err)
+	}
+
+	msg, err := client.RetryLastWorkspaceAction(ctx, &protoReq, grpc.Header(&metadata.HeaderMD), grpc.Trailer(&metadata.TrailerMD))
+	return msg, metadata, err
+
+}
+
+func local_request_WorkspaceService_RetryLastWorkspaceAction_0(ctx context.Context, marshaler runtime.Marshaler, server WorkspaceServiceServer, req *http.Request, pathParams map[string]string) (proto.Message, runtime.ServerMetadata, error) {
+	var protoReq RetryActionWorkspaceRequest
+	var metadata runtime.ServerMetadata
+
+	var (
+		val string
+		ok  bool
+		err error
+		_   = err
+	)
+
+	val, ok = pathParams["namespace"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "namespace")
+	}
+
+	protoReq.Namespace, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "namespace", err)
+	}
+
+	val, ok = pathParams["uid"]
+	if !ok {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "missing parameter %s", "uid")
+	}
+
+	protoReq.Uid, err = runtime.String(val)
+
+	if err != nil {
+		return nil, metadata, status.Errorf(codes.InvalidArgument, "type mismatch, parameter: %s, error: %v", "uid", err)
+	}
+
+	msg, err := server.RetryLastWorkspaceAction(ctx, &protoReq)
+	return msg, metadata, err
+
+}
+
 // RegisterWorkspaceServiceHandlerServer registers the http handlers for service WorkspaceService to "mux".
 // UnaryRPC     :call WorkspaceServiceServer directly.
 // StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906.
@@ -683,6 +813,26 @@ func RegisterWorkspaceServiceHandlerServer(ctx context.Context, mux *runtime.Ser
 
 	})
 
+	mux.Handle("GET", pattern_WorkspaceService_GetWorkspaceStatisticsForNamespace_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateIncomingContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_WorkspaceService_GetWorkspaceStatisticsForNamespace_0(rctx, inboundMarshaler, server, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkspaceService_GetWorkspaceStatisticsForNamespace_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("GET", pattern_WorkspaceService_GetWorkspace_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -823,6 +973,26 @@ func RegisterWorkspaceServiceHandlerServer(ctx context.Context, mux *runtime.Ser
 
 	})
 
+	mux.Handle("PUT", pattern_WorkspaceService_RetryLastWorkspaceAction_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateIncomingContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := local_request_WorkspaceService_RetryLastWorkspaceAction_0(rctx, inboundMarshaler, server, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkspaceService_RetryLastWorkspaceAction_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	return nil
 }
 
@@ -884,6 +1054,26 @@ func RegisterWorkspaceServiceHandlerClient(ctx context.Context, mux *runtime.Ser
 
 	})
 
+	mux.Handle("GET", pattern_WorkspaceService_GetWorkspaceStatisticsForNamespace_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_WorkspaceService_GetWorkspaceStatisticsForNamespace_0(rctx, inboundMarshaler, client, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkspaceService_GetWorkspaceStatisticsForNamespace_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	mux.Handle("GET", pattern_WorkspaceService_GetWorkspace_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
 		ctx, cancel := context.WithCancel(req.Context())
 		defer cancel()
@@ -1024,12 +1214,34 @@ func RegisterWorkspaceServiceHandlerClient(ctx context.Context, mux *runtime.Ser
 
 	})
 
+	mux.Handle("PUT", pattern_WorkspaceService_RetryLastWorkspaceAction_0, func(w http.ResponseWriter, req *http.Request, pathParams map[string]string) {
+		ctx, cancel := context.WithCancel(req.Context())
+		defer cancel()
+		inboundMarshaler, outboundMarshaler := runtime.MarshalerForRequest(mux, req)
+		rctx, err := runtime.AnnotateContext(ctx, mux, req)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+		resp, md, err := request_WorkspaceService_RetryLastWorkspaceAction_0(rctx, inboundMarshaler, client, req, pathParams)
+		ctx = runtime.NewServerMetadataContext(ctx, md)
+		if err != nil {
+			runtime.HTTPError(ctx, mux, outboundMarshaler, w, req, err)
+			return
+		}
+
+		forward_WorkspaceService_RetryLastWorkspaceAction_0(ctx, mux, outboundMarshaler, w, req, resp, mux.GetForwardResponseOptions()...)
+
+	})
+
 	return nil
 }
 
 var (
 	pattern_WorkspaceService_CreateWorkspace_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3}, []string{"apis", "v1beta1", "namespace", "workspaces"}, "", runtime.AssumeColonVerbOpt(true)))
 
+	pattern_WorkspaceService_GetWorkspaceStatisticsForNamespace_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 2, 4}, []string{"apis", "v1beta1", "namespace", "workspace", "statistics"}, "", runtime.AssumeColonVerbOpt(true)))
+
 	pattern_WorkspaceService_GetWorkspace_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4}, []string{"apis", "v1beta1", "namespace", "workspaces", "uid"}, "", runtime.AssumeColonVerbOpt(true)))
 
 	pattern_WorkspaceService_ListWorkspaces_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3}, []string{"apis", "v1beta1", "namespace", "workspaces"}, "", runtime.AssumeColonVerbOpt(true)))
@@ -1043,11 +1255,15 @@ var (
 	pattern_WorkspaceService_ResumeWorkspace_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "workspaces", "uid", "resume"}, "", runtime.AssumeColonVerbOpt(true)))
 
 	pattern_WorkspaceService_DeleteWorkspace_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4}, []string{"apis", "v1beta1", "namespace", "workspaces", "uid"}, "", runtime.AssumeColonVerbOpt(true)))
+
+	pattern_WorkspaceService_RetryLastWorkspaceAction_0 = runtime.MustPattern(runtime.NewPattern(1, []int{2, 0, 2, 1, 1, 0, 4, 1, 5, 2, 2, 3, 1, 0, 4, 1, 5, 4, 2, 5}, []string{"apis", "v1beta1", "namespace", "workspaces", "uid", "retry"}, "", runtime.AssumeColonVerbOpt(true)))
 )
 
 var (
 	forward_WorkspaceService_CreateWorkspace_0 = runtime.ForwardResponseMessage
 
+	forward_WorkspaceService_GetWorkspaceStatisticsForNamespace_0 = runtime.ForwardResponseMessage
+
 	forward_WorkspaceService_GetWorkspace_0 = runtime.ForwardResponseMessage
 
 	forward_WorkspaceService_ListWorkspaces_0 = runtime.ForwardResponseMessage
@@ -1061,4 +1277,6 @@ var (
 	forward_WorkspaceService_ResumeWorkspace_0 = runtime.ForwardResponseMessage
 
 	forward_WorkspaceService_DeleteWorkspace_0 = runtime.ForwardResponseMessage
+
+	forward_WorkspaceService_RetryLastWorkspaceAction_0 = runtime.ForwardResponseMessage
 )

api/workspace.proto

@@ -16,6 +16,12 @@ service WorkspaceService {
         };
 	}
 
+	rpc GetWorkspaceStatisticsForNamespace (GetWorkspaceStatisticsForNamespaceRequest) returns (GetWorkspaceStatisticsForNamespaceResponse) {
+		option (google.api.http) = {
+            get: "/apis/v1beta1/{namespace}/workspace/statistics"
+        };
+	}
+
 	rpc GetWorkspace (GetWorkspaceRequest) returns (Workspace) {
 		option (google.api.http) = {
             get: "/apis/v1beta1/{namespace}/workspaces/{uid}"
@@ -59,6 +65,12 @@ service WorkspaceService {
             delete: "/apis/v1beta1/{namespace}/workspaces/{uid}"
         };
 	}
+
+	rpc RetryLastWorkspaceAction (RetryActionWorkspaceRequest) returns (google.protobuf.Empty) {
+		option (google.api.http) = {
+            put: "/apis/v1beta1/{namespace}/workspaces/{uid}/retry"
+        };
+	}
 }
 
 message Workspace {
@@ -121,6 +133,9 @@ message ListWorkspaceRequest {
 	string namespace = 1;
 	int32 pageSize = 2;
 	int32 page = 3;
+	string order = 4;
+	string labels = 5;
+	string phase = 6;
 }
 
 message ListWorkspaceResponse {
@@ -129,6 +144,7 @@ message ListWorkspaceResponse {
 	int32 page = 3;
 	int32 pages = 4;
 	int32 totalCount = 5;
+	int32 totalAvailableCount = 6;
 }
 
 message PauseWorkspaceRequest {
@@ -144,4 +160,35 @@ message ResumeWorkspaceRequest {
 message DeleteWorkspaceRequest {
 	string namespace = 1;
 	string uid = 2;
+}
+
+message RetryActionWorkspaceRequest {
+	string namespace = 1;
+	string uid = 2;
+}
+
+message WorkspaceStatisticReport {
+	int32 total = 1;
+	string lastCreated = 2;
+	int32 launching = 3;
+	int32 running = 4;
+	int32 updating = 5;
+	int32 pausing = 6;
+	int32 paused = 7;
+	int32 terminating = 8;
+	int32 terminated = 9;
+	int32 failedToPause = 10;
+	int32 failedToResume = 11;
+	int32 failedToTerminate = 12;
+	int32 failedToLaunch = 13;
+	int32 failedToUpdate = 14;
+	int32 failed = 15;
+}
+
+message GetWorkspaceStatisticsForNamespaceRequest {
+	string namespace = 1;
+}
+
+message GetWorkspaceStatisticsForNamespaceResponse {
+	WorkspaceStatisticReport stats = 1;
 }

api/workspace_template.pb.go

@@ -457,6 +457,9 @@ type ListWorkspaceTemplatesRequest struct {
 	Namespace string `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
 	PageSize  int32  `protobuf:"varint,2,opt,name=pageSize,proto3" json:"pageSize,omitempty"`
 	Page      int32  `protobuf:"varint,3,opt,name=page,proto3" json:"page,omitempty"`
+	Order     string `protobuf:"bytes,4,opt,name=order,proto3" json:"order,omitempty"`
+	Labels    string `protobuf:"bytes,5,opt,name=labels,proto3" json:"labels,omitempty"`
+	Uid       string `protobuf:"bytes,6,opt,name=uid,proto3" json:"uid,omitempty"`
 }
 
 func (x *ListWorkspaceTemplatesRequest) Reset() {
@@ -512,6 +515,27 @@ func (x *ListWorkspaceTemplatesRequest) GetPage() int32 {
 	return 0
 }
 
+func (x *ListWorkspaceTemplatesRequest) GetOrder() string {
+	if x != nil {
+		return x.Order
+	}
+	return ""
+}
+
+func (x *ListWorkspaceTemplatesRequest) GetLabels() string {
+	if x != nil {
+		return x.Labels
+	}
+	return ""
+}
+
+func (x *ListWorkspaceTemplatesRequest) GetUid() string {
+	if x != nil {
+		return x.Uid
+	}
+	return ""
+}
+
 type ListWorkspaceTemplatesResponse struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -774,118 +798,122 @@ var file_workspace_template_proto_rawDesc = []byte{
 	0x1c, 0x0a, 0x09, 0x6e, 0x61, 0x6d, 0x65, 0x73, 0x70, 0x61, 0x63, 0x65, 0x18, 0x01, 0x20, 0x01,
 	0x28, 0x09, 0x52, 0x09, 0x6e, 0x61, 0x6d, 0x65, 0x73, 0x70, 0x61, 0x63, 0x65, 0x12, 0x10, 0x0a,
 	0x03, 0x75, 0x69, 0x64, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x75, 0x69, 0x64, 0x22,
-	0x6d, 0x0a, 0x1d, 0x4c, 0x69, 0x73, 0x74, 0x57, 0x6f, 0x72, 0x6b, 0x73, 0x70, 0x61, 0x63, 0x65,
-	0x54, 0x65, 0x6d, 0x70, 0x6c, 0x61, 0x74, 0x65, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74,
-	0x12, 0x1c, 0x0a, 0x09, 0x6e, 0x61, 0x6d, 0x65, 0x73, 0x70, 0x61, 0x63, 0x65, 0x18, 0x01, 0x20,
-	0x01, 0x28, 0x09, 0x52, 0x09, 0x6e, 0x61, 0x6d, 0x65, 0x73, 0x70, 0x61, 0x63, 0x65, 0x12, 0x1a,
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-	0x65, 0x12, 0x14, 0x0a, 0x05, 0x63, 0x6f, 0x75, 0x6e, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x05,
-	0x52, 0x05, 0x63, 0x6f, 0x75, 0x6e, 0x74, 0x12, 0x46, 0x0a, 0x12, 0x77, 0x6f, 0x72, 0x6b, 0x73,
-	0x70, 0x61, 0x63, 0x65, 0x54, 0x65, 0x6d, 0x70, 0x6c, 0x61, 0x74, 0x65, 0x73, 0x18, 0x02, 0x20,
-	0x03, 0x28, 0x0b, 0x32, 0x16, 0x2e, 0x61, 0x70, 0x69, 0x2e, 0x57, 0x6f, 0x72, 0x6b, 0x73, 0x70,
-	0x61, 0x63, 0x65, 0x54, 0x65, 0x6d, 0x70, 0x6c, 0x61, 0x74, 0x65, 0x52, 0x12, 0x77, 0x6f, 0x72,
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+	0x74, 0x6f, 0x33,
 }
 
 var (

api/workspace_template.proto

@@ -104,6 +104,9 @@ message ListWorkspaceTemplatesRequest {
     string namespace = 1;
     int32 pageSize = 2;
     int32 page = 3;
+    string order = 4;
+    string labels = 5;
+    string uid = 6;
 }
 
 message ListWorkspaceTemplatesResponse {

cmd/gen-release-md/gen-release-md.go

@@ -155,6 +155,10 @@ func printMarkDown(issues []*issue, version *string) {
 	fmt.Println("# Contributors")
 	contributors := make([]user, 0)
 	for _, contributor := range contributorsMap {
+		// Sorry, no bots.
+		if contributor.Login == "dependabot[bot]" {
+			continue
+		}
 		contributors = append(contributors, contributor)
 	}
 	sort.Slice(contributors, func(i, j int) bool { return contributors[i].ContributionsCount > contributors[j].ContributionsCount })

db/go/20200626113635_update_cvat_workspace_template.go

@@ -152,13 +152,14 @@ func Up20200626113635(tx *sql.Tx) error {
 	if err != nil {
 		return err
 	}
-	workspaceTemplate := &v1.WorkspaceTemplate{
-		UID:      uid,
-		Name:     cvatTemplateName,
-		Manifest: cvatWorkspaceTemplate2,
-	}
 
 	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:      uid,
+			Name:     cvatTemplateName,
+			Manifest: cvatWorkspaceTemplate2,
+		}
+
 		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
 			return err
 		}

db/go/20200704151301_update_cvat_workspace_template.go

@@ -154,13 +154,13 @@ func Up20200704151301(tx *sql.Tx) error {
 	if err != nil {
 		return err
 	}
-	workspaceTemplate := &v1.WorkspaceTemplate{
-		UID:      uid,
-		Name:     cvatTemplateName,
-		Manifest: cvatWorkspaceTemplate3,
-	}
 
 	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:      uid,
+			Name:     cvatTemplateName,
+			Manifest: cvatWorkspaceTemplate3,
+		}
 		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
 			return err
 		}

db/go/20200724220450_update_cvat_workspace.go

@@ -172,11 +172,6 @@ func Up20200724220450(tx *sql.Tx) error {
 	if err != nil {
 		return err
 	}
-	workspaceTemplate := &v1.WorkspaceTemplate{
-		UID:      uid,
-		Name:     cvatTemplateName,
-		Manifest: cvatWorkspaceTemplate4,
-	}
 
 	for _, namespace := range namespaces {
 		artifactRepositoryType := "s3"
@@ -187,6 +182,12 @@ func Up20200724220450(tx *sql.Tx) error {
 		if nsConfig.ArtifactRepository.GCS != nil {
 			artifactRepositoryType = "gcs"
 		}
+
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:      uid,
+			Name:     cvatTemplateName,
+			Manifest: cvatWorkspaceTemplate4,
+		}
 		workspaceTemplate.Manifest = strings.NewReplacer(
 			"{{.ArtifactRepositoryType}}", artifactRepositoryType).Replace(workspaceTemplate.Manifest)
 		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {

db/go/20200727144157_add_parameters_to_workflow_template_version.go

@@ -3,7 +3,7 @@ package migration
 import (
 	"database/sql"
 	v1 "github.com/onepanelio/core/pkg"
-	"github.com/onepanelio/core/pkg/util/pagination"
+	"github.com/onepanelio/core/pkg/util/request/pagination"
 	"github.com/pressly/goose"
 )
 

db/go/20200812104328_update_maskrcnn_and_tf_od.go

@@ -37,7 +37,7 @@ const maskRCNNWorkflowTemplate = `arguments:
   - name: sys-num-classes
     displayName: Number of classes
     hint: Number of classes (i.e in CVAT taks) + 1 for background
-    value: 81
+    value: '81'
     visibility: private
     
   - name: extras
@@ -144,7 +144,7 @@ templates:
     artifacts:
     - name: data
       path: /mnt/data/datasets/
-      s3:
+      {{.ArtifactRepositoryType}}:
         key: '{{workflow.namespace}}/{{workflow.parameters.sys-annotation-path}}'
     - git:
         repo: '{{workflow.parameters.source}}'
@@ -157,7 +157,7 @@ templates:
     - name: model
       optional: true
       path: /mnt/output
-      s3:
+      {{.ArtifactRepositoryType}}:
         key: '{{workflow.namespace}}/{{workflow.parameters.sys-output-path}}'
 # Uncomment the lines below if you want to send Slack notifications
 #- container:
@@ -265,7 +265,7 @@ const tensorflowObjectDetectionWorkflowTemplate = `arguments:
     visibility: public
     
   - name: sys-num-classes
-    value: 81
+    value: '81'
     hint: Number of classes
     displayName: Number of classes
     visibility: private
@@ -348,12 +348,12 @@ templates:
     artifacts:
     - name: data
       path: /mnt/data/datasets/
-      s3:
+      {{.ArtifactRepositoryType}}:
         key: '{{workflow.namespace}}/{{workflow.parameters.sys-annotation-path}}'
     - name: models
       path: /mnt/data/models/
       optional: true
-      s3:
+      {{.ArtifactRepositoryType}}:
         key: '{{workflow.namespace}}/{{workflow.parameters.sys-finetune-checkpoint}}'
     - git:
         repo: '{{workflow.parameters.source}}'
@@ -371,7 +371,7 @@ templates:
     - name: model
       optional: true
       path: /mnt/output
-      s3:
+      {{.ArtifactRepositoryType}}:
         key: '{{workflow.namespace}}/{{workflow.parameters.sys-output-path}}'
 # Uncomment the lines below if you want to send Slack notifications
 #- container:
@@ -469,13 +469,16 @@ func Up20200812104328(tx *sql.Tx) error {
 			log.Printf("Skipping creating template '%v'. It already exists in namespace '%v'", workflowTemplate.Name, namespace.Name)
 			continue
 		}
-
+		err = ReplaceArtifactRepositoryType(client, namespace, workflowTemplate, nil)
+		if err != nil {
+			return err
+		}
 		if _, err := client.CreateWorkflowTemplate(namespace.Name, workflowTemplate); err != nil {
 			return err
 		}
 	}
 
-	// Update tf-od
+	// Create tf-od
 	workflowTemplate = &v1.WorkflowTemplate{
 		Name:     tensorflowObjectDetectionWorkflowTemplateName,
 		Manifest: tensorflowObjectDetectionWorkflowTemplate,
@@ -488,7 +491,11 @@ func Up20200812104328(tx *sql.Tx) error {
 	}
 
 	for _, namespace := range namespaces {
-		if _, err := client.CreateWorkflowTemplateVersion(namespace.Name, workflowTemplate); err != nil {
+		err = ReplaceArtifactRepositoryType(client, namespace, workflowTemplate, nil)
+		if err != nil {
+			return err
+		}
+		if _, err := client.CreateWorkflowTemplate(namespace.Name, workflowTemplate); err != nil {
 			return err
 		}
 	}

db/go/20200812113316_update_cvat.go

@@ -180,12 +180,6 @@ func Up20200812113316(tx *sql.Tx) error {
 	if err != nil {
 		return err
 	}
-	workspaceTemplate := &v1.WorkspaceTemplate{
-		UID:         uid,
-		Name:        cvatTemplateName,
-		Manifest:    cvatWorkspaceTemplate5,
-		Description: "Powerful and efficient Computer Vision Annotation Tool (CVAT)",
-	}
 
 	for _, namespace := range namespaces {
 		artifactRepositoryType := "s3"
@@ -196,6 +190,12 @@ func Up20200812113316(tx *sql.Tx) error {
 		if nsConfig.ArtifactRepository.GCS != nil {
 			artifactRepositoryType = "gcs"
 		}
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:         uid,
+			Name:        cvatTemplateName,
+			Manifest:    cvatWorkspaceTemplate5,
+			Description: "Powerful and efficient Computer Vision Annotation Tool (CVAT)",
+		}
 		workspaceTemplate.Manifest = strings.NewReplacer(
 			"{{.ArtifactRepositoryType}}", artifactRepositoryType).Replace(workspaceTemplate.Manifest)
 		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {

db/go/20200821162630_update_jupyter_workspace_template.go

@@ -0,0 +1,155 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+const jupyterWorkspaceTemplate2 = `# Docker containers that are part of the Workspace
+containers:
+- name: jupyterlab-tensorflow
+  image: onepanel/jupyterlab:1.0.1
+  command: ["/bin/bash", "-c", "start.sh jupyter lab --LabApp.token='' --LabApp.allow_remote_access=True --LabApp.allow_origin=\"*\" --LabApp.disable_check_xsrf=True --LabApp.trust_xheaders=True --LabApp.base_url=/ --LabApp.tornado_settings='{\"headers\":{\"Content-Security-Policy\":\"frame-ancestors * \'self\'\"}}' --notebook-dir='/data' --allow-root"]
+  env:
+    - name: tornado
+      value: "'{'headers':{'Content-Security-Policy':\"frame-ancestors\ *\ \'self'\"}}'"
+  args:
+  ports:
+  - containerPort: 8888
+    name: jupyterlab
+  - containerPort: 6006
+    name: tensorboard
+  volumeMounts:
+  - name: data
+    mountPath: /data
+ports:
+- name: jupyterlab
+  port: 80
+  protocol: TCP
+  targetPort: 8888
+- name: tensorboard
+  port: 6006
+  protocol: TCP
+  targetPort: 6006
+routes:
+- match:
+  - uri:
+      prefix: /tensorboard
+  route:
+  - destination:
+      port:
+        number: 6006
+- match:
+  - uri:
+      prefix: / #jupyter runs at the default route
+  route:
+  - destination:
+      port:
+        number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)        
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#    container:
+#      image: technosophos/slack-notify
+#      args:
+#      - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#      command:
+#      - sh
+#      - -c
+`
+
+func initialize20200821162630() {
+	if _, ok := initializedMigrations[20200821162630]; !ok {
+		goose.AddMigration(Up20200821162630, Down20200821162630)
+		initializedMigrations[20200821162630] = true
+	}
+}
+
+//Up20200821162630 updates jupyterlab workspace with new features.
+// Tensorflow 2.3 compiled to support CUDA 10.2 and cudnn8
+// Pytorch with GPU support.
+// OpenCV compiled from source with CUDA support.
+// Miniconda, Jupyterlab 2.2+, and lots of neat extensions.
+func Up20200821162630(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200821162630]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(jupyterLabTemplateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:      uid,
+			Name:     jupyterLabTemplateName,
+			Manifest: jupyterWorkspaceTemplate2,
+		}
+
+		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200821162630 removes the JupyterLab template update
+func Down20200821162630(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(jupyterLabTemplateName, 30)
+	if err != nil {
+		return err
+	}
+	workspaceTemplate := &v1.WorkspaceTemplate{
+		UID:      uid,
+		Name:     jupyterLabTemplateName,
+		Manifest: jupyterWorkspaceTemplate,
+	}
+
+	for _, namespace := range namespaces {
+		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}

db/go/20200824095513_update_mask_rcnn.go

@@ -0,0 +1,251 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	"github.com/pressly/goose"
+)
+
+const maskRCNNTemplate2 = `arguments:
+  parameters:
+  - name: source
+    value: https://github.com/onepanelio/Mask_RCNN.git
+    displayName: Model source code
+    type: hidden
+    visibility: private
+
+  - name: cvat-annotation-path
+    value: annotation-dump/sample_dataset
+    hint: Path to annotated data in default object storage (i.e S3). In CVAT, this parameter will be pre-populated.
+    displayName: Dataset path
+    visibility: private
+    
+  - name: cvat-output-path
+    value: workflow-data/output/sample_output
+    hint: Path to store output artifacts in default object storage (i.e s3). In CVAT, this parameter will be pre-populated.
+    displayName: Workflow output path
+    visibility: private
+
+  - name: cvat-finetune-checkpoint
+    value: ''
+    hint: Select the last fine-tune checkpoint for this model. It may take up to 5 minutes for a recent checkpoint show here. Leave empty if this is the first time you're training this model.
+    displayName: Checkpoint path
+    visibility: public
+  
+  - name: cvat-num-classes
+    displayName: Number of classes
+    hint: Number of classes (i.e in CVAT taks) + 1 for background
+    value: '81'
+    visibility: private
+    
+  - name: hyperparameters
+    displayName: Hyperparameters
+    visibility: public
+    type: textarea.textarea
+    value: |-
+      stage-1-epochs=1    #  Epochs for network heads
+      stage-2-epochs=2    #  Epochs for finetune layers
+      stage-3-epochs=3    #  Epochs for all layers
+    hint: "Please refer to our <a href='https://docs.onepanel.ai/docs/getting-started/use-cases/computervision/annotation/cvat/cvat_annotation_model#arguments-optional' target='_blank'>documentation</a> for more information on parameters. Number of classes will be automatically populated if you had 'sys-num-classes' parameter in a workflow."
+    
+  - name: dump-format
+    value: cvat_coco
+    displayName: CVAT dump format
+    visibility: public
+      
+  - name: tf-image
+    visibility: public
+    value: tensorflow/tensorflow:1.13.1-py3
+    type: select.select
+    displayName: Select TensorFlow image
+    hint: Select the GPU image if you are running on a GPU node pool
+    options:
+    - name: 'TensorFlow 1.13.1 CPU Image'
+      value: 'tensorflow/tensorflow:1.13.1-py3'
+    - name: 'TensorFlow 1.13.1 GPU Image'
+      value: 'tensorflow/tensorflow:1.13.1-gpu-py3'
+  
+  - displayName: Node pool
+    hint: Name of node pool or group to run this workflow task
+    type: select.select
+    visibility: public
+    name: sys-node-pool
+    value: Standard_D4s_v3
+    required: true
+    options:
+    - name: 'CPU: 2, RAM: 8GB'
+      value: Standard_D2s_v3
+    - name: 'CPU: 4, RAM: 16GB'
+      value: Standard_D4s_v3
+    - name: 'GPU: 1xK80, CPU: 6, RAM: 56GB'
+      value: Standard_NC6
+
+entrypoint: main
+templates:
+- dag:
+    tasks:
+    - name: train-model
+      template: tensorflow
+# Uncomment the lines below if you want to send Slack notifications
+#    - arguments:
+#        artifacts:
+#        - from: '{{tasks.train-model.outputs.artifacts.sys-metrics}}'
+#          name: metrics
+#        parameters:
+#        - name: status
+#          value: '{{tasks.train-model.status}}'
+#      dependencies:
+#      - train-model
+#      name: notify-in-slack
+#      template: slack-notify-success
+  name: main
+- container:
+    args:
+    - |
+      apt-get update \
+      && apt-get install -y git wget libglib2.0-0 libsm6 libxext6 libxrender-dev \
+      && pip install -r requirements.txt \
+      && pip install boto3 pyyaml google-cloud-storage \
+      && git clone https://github.com/waleedka/coco \
+      && cd coco/PythonAPI \
+      && python setup.py build_ext install \
+      && rm -rf build \
+      && cd ../../ \
+      && wget https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5 \
+      && python setup.py install && ls \
+      && python samples/coco/cvat.py train --dataset=/mnt/data/datasets \
+        --model=workflow_maskrcnn \
+        --extras="{{workflow.parameters.hyperparameters}}"  \
+        --ref_model_path="{{workflow.parameters.cvat-finetune-checkpoint}}"  \
+        --num_classes="{{workflow.parameters.cvat-num-classes}}" \
+      && cd /mnt/src/ \
+      && python prepare_dataset.py /mnt/data/datasets/annotations/instances_default.json
+    command:
+    - sh
+    - -c
+    image: '{{workflow.parameters.tf-image}}'
+    volumeMounts:
+    - mountPath: /mnt/data
+      name: data
+    - mountPath: /mnt/output
+      name: output
+    workingDir: /mnt/src
+  nodeSelector:
+    beta.kubernetes.io/instance-type: '{{workflow.parameters.sys-node-pool}}'
+  inputs:
+    artifacts:
+    - name: data
+      path: /mnt/data/datasets/
+      {{.ArtifactRepositoryType}}:
+        key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
+    - git:
+        repo: '{{workflow.parameters.source}}'
+        revision: "no-boto"
+      name: src
+      path: /mnt/src
+  name: tensorflow
+  outputs:
+    artifacts:
+    - name: model
+      optional: true
+      path: /mnt/output
+      {{.ArtifactRepositoryType}}:
+        key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
+# Uncomment the lines below if you want to send Slack notifications
+#- container:
+#    args:
+#    - SLACK_USERNAME=Onepanel SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}"
+#      SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd
+#      SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify
+#    command:
+#    - sh
+#    - -c
+#    image: technosophos/slack-notify
+#  inputs:
+#    artifacts:
+#    - name: metrics
+#      optional: true
+#      path: /tmp/metrics.json
+#    parameters:
+#    - name: status
+#  name: slack-notify-success
+volumeClaimTemplates:
+- metadata:
+    creationTimestamp: null
+    name: data
+  spec:
+    accessModes:
+    - ReadWriteOnce
+    resources:
+      requests:
+        storage: 200Gi
+- metadata:
+    creationTimestamp: null
+    name: output
+  spec:
+    accessModes:
+    - ReadWriteOnce
+    resources:
+      requests:
+        storage: 200Gi`
+
+func initialize20200824095513() {
+	if _, ok := initializedMigrations[20200824095513]; !ok {
+		goose.AddMigration(Up20200824095513, Down20200824095513)
+		initializedMigrations[20200824095513] = true
+	}
+}
+
+// Up20200824095513 updates the maskrcnn workflow template
+func Up20200824095513(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200824095513]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	// Update maskrcnn
+	workflowTemplate := &v1.WorkflowTemplate{
+		Name:     maskRCNNWorkflowTemplateName,
+		Manifest: maskRCNNTemplate2,
+		Labels: map[string]string{
+			"used-by": "cvat",
+		},
+	}
+	if err := workflowTemplate.GenerateUID(workflowTemplate.Name); err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		err = ReplaceArtifactRepositoryType(client, namespace, workflowTemplate, nil)
+		if err != nil {
+			return err
+		}
+		if _, err := client.CreateWorkflowTemplateVersion(namespace.Name, workflowTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200824095513 does nothing
+func Down20200824095513(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20200824101019_update_tf_object_detection_training.go

@@ -0,0 +1,281 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	"github.com/pressly/goose"
+)
+
+const tensorflowObjectDetectionTraining2 = `arguments:
+  parameters:
+  - name: source
+    value: https://github.com/tensorflow/models.git
+    displayName: Model source code
+    type: hidden
+    visibility: private
+
+  - name: trainingsource
+    value: https://github.com/onepanelio/cvat-training.git
+    type: hidden
+    visibility: private
+
+  - name: revision
+    value: v1.13.0
+    type: hidden 
+    visibility: private
+
+  - name: cvat-annotation-path
+    value: annotation-dump/sample_dataset
+    displayName: Dataset path
+    hint: Path to annotated data in default object storage (i.e S3). In CVAT, this parameter will be pre-populated.
+    visibility: private
+
+  - name: cvat-output-path
+    value: workflow-data/output/sample_output
+    hint: Path to store output artifacts in default object storage (i.e s3). In CVAT, this parameter will be pre-populated.
+    displayName: Workflow output path
+    visibility: private
+
+  - name: cvat-model
+    value: frcnn-res50-coco
+    displayName: Model
+    hint: TF Detection API's model to use for training.
+    type: select.select
+    visibility: public
+    options:
+    - name: 'Faster RCNN-ResNet 101-COCO'
+      value: frcnn-res101-coco
+    - name: 'Faster RCNN-ResNet 101-Low Proposal-COCO'
+      value: frcnn-res101-low
+    - name: 'Faster RCNN-ResNet 50-COCO'
+      value: frcnn-res50-coco
+    - name: 'Faster RCNN-NAS-COCO'
+      value: frcnn-nas-coco
+    - name: 'SSD MobileNet V1-COCO'
+      value: ssd-mobilenet-v1-coco2
+    - name: 'SSD MobileNet V2-COCO'
+      value: ssd-mobilenet-v2-coco
+    - name: 'SSDLite MobileNet-COCO'
+      value: ssdlite-mobilenet-coco
+  
+  - name: hyperparameters
+    value: |-
+      num-steps=10000
+    displayName: Hyperparameters
+    visibility: public
+    type: textarea.textarea
+    hint: "Please refer to our <a href='https://docs.onepanel.ai/docs/getting-started/use-cases/computervision/annotation/cvat/cvat_annotation_model#arguments-optional' target='_blank'>documentation</a> for more information on parameters. Number of classes will be automatically populated if you had 'sys-num-classes' parameter in a workflow."
+  
+  - name: cvat-finetune-checkpoint
+    value: ''
+    hint: Select the last fine-tune checkpoint for this model. It may take up to 5 minutes for a recent checkpoint show here. Leave empty if this is the first time you're training this model.
+    displayName: Checkpoint path
+    visibility: public
+    
+  - name: cvat-num-classes
+    value: '81'
+    hint: Number of classes
+    displayName: Number of classes
+    visibility: private
+
+  - name: tf-image
+    value: tensorflow/tensorflow:1.13.1-py3
+    type: select.select
+    displayName: Select TensorFlow image
+    visibility: public
+    hint: Select the GPU image if you are running on a GPU node pool
+    options:
+    - name: 'TensorFlow 1.13.1 CPU Image'
+      value: 'tensorflow/tensorflow:1.13.1-py3'
+    - name: 'TensorFlow 1.13.1 GPU Image'
+      value: 'tensorflow/tensorflow:1.13.1-gpu-py3'
+
+  - displayName: Node pool
+    hint: Name of node pool or group to run this workflow task
+    type: select.select
+    name: sys-node-pool
+    value: Standard_D4s_v3
+    visibility: public
+    required: true
+    options:
+    - name: 'CPU: 2, RAM: 8GB'
+      value: Standard_D2s_v3
+    - name: 'CPU: 4, RAM: 16GB'
+      value: Standard_D4s_v3
+    - name: 'GPU: 1xK80, CPU: 6, RAM: 56GB'
+      value: Standard_NC6
+  - name: dump-format
+    value: cvat_tfrecord
+    visibility: public
+entrypoint: main
+templates:
+- dag:
+    tasks:
+    - name: train-model
+      template: tensorflow
+# Uncomment the lines below if you want to send Slack notifications
+#    - arguments:
+#        artifacts:
+#        - from: '{{tasks.train-model.outputs.artifacts.sys-metrics}}'
+#          name: metrics
+#        parameters:
+#        - name: status
+#          value: '{{tasks.train-model.status}}'
+#      dependencies:
+#      - train-model
+#      name: notify-in-slack
+#      template: slack-notify-success
+  name: main
+- container:
+    args:
+    - |
+      apt-get update && \
+      apt-get install -y python3-pip git wget unzip libglib2.0-0 libsm6 libxext6 libxrender-dev && \
+      pip install pillow lxml Cython contextlib2 jupyter matplotlib numpy scipy boto3 pycocotools pyyaml google-cloud-storage && \
+      cd /mnt/src/tf/research && \
+      export PYTHONPATH=$PYTHONPATH:` + "`pwd`:`pwd`" + `/slim && \
+      cd /mnt/src/train && \
+      python convert_workflow.py \
+        --extras="{{workflow.parameters.hyperparameters}}" \
+        --model="{{workflow.parameters.cvat-model}}" \
+        --num_classes="{{workflow.parameters.cvat-num-classes}}" \
+        --sys_finetune_checkpoint={{workflow.parameters.cvat-finetune-checkpoint}}
+    command:
+    - sh
+    - -c
+    image: '{{workflow.parameters.tf-image}}'
+    volumeMounts:
+    - mountPath: /mnt/data
+      name: data
+    - mountPath: /mnt/output
+      name: output
+    workingDir: /mnt/src
+  nodeSelector:
+    beta.kubernetes.io/instance-type: '{{workflow.parameters.sys-node-pool}}'
+  inputs:
+    artifacts:
+    - name: data
+      path: /mnt/data/datasets/
+      {{.ArtifactRepositoryType}}:
+        key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
+    - name: models
+      path: /mnt/data/models/
+      optional: true
+      {{.ArtifactRepositoryType}}:
+        key: '{{workflow.namespace}}/{{workflow.parameters.cvat-finetune-checkpoint}}'
+    - git:
+        repo: '{{workflow.parameters.source}}'
+        revision: '{{workflow.parameters.revision}}'
+      name: src
+      path: /mnt/src/tf
+    - git:
+        repo: '{{workflow.parameters.trainingsource}}'
+        revision: 'optional-artifacts'
+      name: tsrc
+      path: /mnt/src/train
+  name: tensorflow
+  outputs:
+    artifacts:
+    - name: model
+      optional: true
+      path: /mnt/output
+      {{.ArtifactRepositoryType}}:
+        key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
+# Uncomment the lines below if you want to send Slack notifications
+#- container:
+#    args:
+#    - SLACK_USERNAME=Onepanel SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}"
+#      SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd
+#      SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify
+#    command:
+#    - sh
+#    - -c
+#    image: technosophos/slack-notify
+#  inputs:
+#    artifacts:
+#    - name: metrics
+#      optional: true
+#      path: /tmp/metrics.json
+#    parameters:
+#    - name: status
+#  name: slack-notify-success
+volumeClaimTemplates:
+- metadata:
+    creationTimestamp: null
+    name: data
+  spec:
+    accessModes:
+    - ReadWriteOnce
+    resources:
+      requests:
+        storage: 200Gi
+- metadata:
+    creationTimestamp: null
+    name: output
+  spec:
+    accessModes:
+    - ReadWriteOnce
+    resources:
+      requests:
+        storage: 200Gi`
+
+func initialize20200824101019() {
+	if _, ok := initializedMigrations[20200824101019]; !ok {
+		goose.AddMigration(Up20200824101019, Down20200824101019)
+		initializedMigrations[20200824101019] = true
+	}
+}
+
+// Up20200824101019 updates the tf object detection training workflow template
+func Up20200824101019(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200824101019]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	// Update tfObjectDetectionTraining
+	workflowTemplate := &v1.WorkflowTemplate{
+		Name:     tensorflowObjectDetectionWorkflowTemplateName,
+		Manifest: tensorflowObjectDetectionTraining2,
+		Labels: map[string]string{
+			"used-by": "cvat",
+		},
+	}
+	if err := workflowTemplate.GenerateUID(workflowTemplate.Name); err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		err = ReplaceArtifactRepositoryType(client, namespace, workflowTemplate, nil)
+		if err != nil {
+			return err
+		}
+		if _, err := client.CreateWorkflowTemplateVersion(namespace.Name, workflowTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200824101019 does nothing
+func Down20200824101019(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20200824101905_update_cvat_template.go

@@ -0,0 +1,206 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+const cvatWorkspaceTemplate6 = `# Workspace arguments
+arguments:
+  parameters:
+  - name: sync-directory
+    displayName: Directory to sync raw input and training output
+    value: workflow-data
+    hint: Location to sync raw input, models and checkpoints from default object storage. Note that this will be relative to the current namespace.
+containers:
+- name: cvat-db
+  image: postgres:10-alpine
+  env:
+  - name: POSTGRES_USER
+    value: root
+  - name: POSTGRES_DB
+    value: cvat
+  - name: POSTGRES_HOST_AUTH_METHOD
+    value: trust
+  - name: PGDATA
+    value: /var/lib/psql/data
+  ports:
+  - containerPort: 5432
+    name: tcp
+  volumeMounts:
+  - name: db
+    mountPath: /var/lib/psql
+- name: cvat-redis
+  image: redis:4.0-alpine
+  ports:
+  - containerPort: 6379
+    name: tcp
+- name: cvat
+  image: onepanel/cvat:0.12.0-rc.6_cvat.1.0.0
+  env:
+  - name: DJANGO_MODWSGI_EXTRA_ARGS
+    value: ""
+  - name: ALLOWED_HOSTS
+    value: '*'
+  - name: CVAT_REDIS_HOST
+    value: localhost
+  - name: CVAT_POSTGRES_HOST
+    value: localhost
+  - name: CVAT_SHARE_URL
+    value: /home/django/data
+  - name: ONEPANEL_SYNC_DIRECTORY
+    value: '{{workspace.parameters.sync-directory}}'
+  - name: NVIDIA_VISIBLE_DEVICES
+    value: all
+  - name: NVIDIA_DRIVER_CAPABILITIES
+    value: compute,utility
+  - name: NVIDIA_REQUIRE_CUDA
+    value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+  ports:
+  - containerPort: 8080
+    name: http
+  volumeMounts:
+  - name: data
+    mountPath: /home/django/data
+  - name: keys
+    mountPath: /home/django/keys
+  - name: logs
+    mountPath: /home/django/logs
+  - name: models
+    mountPath: /home/django/models
+  - name: share
+    mountPath: /home/django/share
+  - name: sys-namespace-config
+    mountPath: /etc/onepanel
+    readOnly: true
+- name: cvat-ui
+  image: onepanel/cvat-ui:0.12.0-rc.1_cvat.1.0.0
+  ports:
+  - containerPort: 80
+    name: http
+# You can add multiple FileSyncer sidecar containers if needed
+- name: filesyncer
+  image: onepanel/filesyncer:{{.ArtifactRepositoryType}}
+  imagePullPolicy: Always
+  args:
+  - download
+  env:
+  - name: FS_PATH
+    value: /mnt/share
+  - name: FS_PREFIX
+    value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+  volumeMounts:
+  - name: share
+    mountPath: /mnt/share
+  - name: sys-namespace-config
+    mountPath: /etc/onepanel
+    readOnly: true
+ports:
+- name: cvat-ui
+  port: 80
+  protocol: TCP
+  targetPort: 80
+- name: cvat
+  port: 8080
+  protocol: TCP
+  targetPort: 8080
+routes:
+- match:
+  - uri:
+      regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+  - queryParams:
+      id:
+        regex: \d+.*
+  route:
+  - destination:
+      port:
+        number: 8080
+  timeout: 600s
+- match:
+  - uri:
+      prefix: /
+  route:
+  - destination:
+      port:
+        number: 80
+  timeout: 600s
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c`
+
+func initialize20200824101905() {
+	if _, ok := initializedMigrations[20200824101905]; !ok {
+		goose.AddMigration(Up20200824101905, Down20200824101905)
+		initializedMigrations[20200824101905] = true
+	}
+}
+
+// Up20200824101905 updates the cvat workspace template
+func Up20200824101905(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200824101905]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(cvatTemplateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:         uid,
+			Name:        cvatTemplateName,
+			Manifest:    cvatWorkspaceTemplate6,
+			Description: "Powerful and efficient Computer Vision Annotation Tool (CVAT)",
+		}
+		err = ReplaceArtifactRepositoryType(client, namespace, nil, workspaceTemplate)
+		if err != nil {
+			return err
+		}
+		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200824101905 does nothing
+func Down20200824101905(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20200825154403_update_cvat_version.go

@@ -0,0 +1,206 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+const cvatWorkspaceTemplate7 = `# Workspace arguments
+arguments:
+  parameters:
+  - name: sync-directory
+    displayName: Directory to sync raw input and training output
+    value: workflow-data
+    hint: Location to sync raw input, models and checkpoints from default object storage. Note that this will be relative to the current namespace.
+containers:
+- name: cvat-db
+  image: postgres:10-alpine
+  env:
+  - name: POSTGRES_USER
+    value: root
+  - name: POSTGRES_DB
+    value: cvat
+  - name: POSTGRES_HOST_AUTH_METHOD
+    value: trust
+  - name: PGDATA
+    value: /var/lib/psql/data
+  ports:
+  - containerPort: 5432
+    name: tcp
+  volumeMounts:
+  - name: db
+    mountPath: /var/lib/psql
+- name: cvat-redis
+  image: redis:4.0-alpine
+  ports:
+  - containerPort: 6379
+    name: tcp
+- name: cvat
+  image: onepanel/cvat:0.12.0_cvat.1.0.0
+  env:
+  - name: DJANGO_MODWSGI_EXTRA_ARGS
+    value: ""
+  - name: ALLOWED_HOSTS
+    value: '*'
+  - name: CVAT_REDIS_HOST
+    value: localhost
+  - name: CVAT_POSTGRES_HOST
+    value: localhost
+  - name: CVAT_SHARE_URL
+    value: /home/django/data
+  - name: ONEPANEL_SYNC_DIRECTORY
+    value: '{{workspace.parameters.sync-directory}}'
+  - name: NVIDIA_VISIBLE_DEVICES
+    value: all
+  - name: NVIDIA_DRIVER_CAPABILITIES
+    value: compute,utility
+  - name: NVIDIA_REQUIRE_CUDA
+    value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+  ports:
+  - containerPort: 8080
+    name: http
+  volumeMounts:
+  - name: data
+    mountPath: /home/django/data
+  - name: keys
+    mountPath: /home/django/keys
+  - name: logs
+    mountPath: /home/django/logs
+  - name: models
+    mountPath: /home/django/models
+  - name: share
+    mountPath: /home/django/share
+  - name: sys-namespace-config
+    mountPath: /etc/onepanel
+    readOnly: true
+- name: cvat-ui
+  image: onepanel/cvat-ui:0.12.0_cvat.1.0.0
+  ports:
+  - containerPort: 80
+    name: http
+# You can add multiple FileSyncer sidecar containers if needed
+- name: filesyncer
+  image: onepanel/filesyncer:{{.ArtifactRepositoryType}}
+  imagePullPolicy: Always
+  args:
+  - download
+  env:
+  - name: FS_PATH
+    value: /mnt/share
+  - name: FS_PREFIX
+    value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+  volumeMounts:
+  - name: share
+    mountPath: /mnt/share
+  - name: sys-namespace-config
+    mountPath: /etc/onepanel
+    readOnly: true
+ports:
+- name: cvat-ui
+  port: 80
+  protocol: TCP
+  targetPort: 80
+- name: cvat
+  port: 8080
+  protocol: TCP
+  targetPort: 8080
+routes:
+- match:
+  - uri:
+      regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+  - queryParams:
+      id:
+        regex: \d+.*
+  route:
+  - destination:
+      port:
+        number: 8080
+  timeout: 600s
+- match:
+  - uri:
+      prefix: /
+  route:
+  - destination:
+      port:
+        number: 80
+  timeout: 600s
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c`
+
+func initialize20200825154403() {
+	if _, ok := initializedMigrations[20200825154403]; !ok {
+		goose.AddMigration(Up20200825154403, Down20200825154403)
+		initializedMigrations[20200825154403] = true
+	}
+}
+
+// Up20200825154403 runs the migration to upgrade the cvat workspace template
+func Up20200825154403(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200825154403]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(cvatTemplateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:         uid,
+			Name:        cvatTemplateName,
+			Manifest:    cvatWorkspaceTemplate7,
+			Description: "Powerful and efficient Computer Vision Annotation Tool (CVAT)",
+		}
+		err = ReplaceArtifactRepositoryType(client, namespace, nil, workspaceTemplate)
+		if err != nil {
+			return err
+		}
+		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200825154403 does nothing
+func Down20200825154403(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20200826185926_upgrade_cvat.go

@@ -0,0 +1,218 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+const cvatWorkspaceTemplate8 = `# Workspace arguments
+arguments:
+  parameters:
+  - name: sync-directory
+    displayName: Directory to sync raw input and training output
+    value: workflow-data
+    hint: Location to sync raw input, models and checkpoints from default object storage. Note that this will be relative to the current namespace.
+containers:
+- name: cvat-db
+  image: postgres:10-alpine
+  env:
+  - name: POSTGRES_USER
+    value: root
+  - name: POSTGRES_DB
+    value: cvat
+  - name: POSTGRES_HOST_AUTH_METHOD
+    value: trust
+  - name: PGDATA
+    value: /var/lib/psql/data
+  ports:
+  - containerPort: 5432
+    name: tcp
+  volumeMounts:
+  - name: db
+    mountPath: /var/lib/psql
+- name: cvat-redis
+  image: redis:4.0-alpine
+  ports:
+  - containerPort: 6379
+    name: tcp
+- name: cvat
+  image: onepanel/cvat:0.12.0_cvat.1.0.0
+  env:
+  - name: DJANGO_MODWSGI_EXTRA_ARGS
+    value: ""
+  - name: ALLOWED_HOSTS
+    value: '*'
+  - name: CVAT_REDIS_HOST
+    value: localhost
+  - name: CVAT_POSTGRES_HOST
+    value: localhost
+  - name: CVAT_SHARE_URL
+    value: /home/django/data
+  - name: ONEPANEL_SYNC_DIRECTORY
+    value: '{{workspace.parameters.sync-directory}}'
+  - name: NVIDIA_VISIBLE_DEVICES
+    value: all
+  - name: NVIDIA_DRIVER_CAPABILITIES
+    value: compute,utility
+  - name: NVIDIA_REQUIRE_CUDA
+    value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+  ports:
+  - containerPort: 8080
+    name: http
+  volumeMounts:
+  - name: data
+    mountPath: /home/django/data
+  - name: keys
+    mountPath: /home/django/keys
+  - name: logs
+    mountPath: /home/django/logs
+  - name: models
+    mountPath: /home/django/models
+  - name: share
+    mountPath: /home/django/share
+  - name: sys-namespace-config
+    mountPath: /etc/onepanel
+    readOnly: true
+- name: cvat-ui
+  image: onepanel/cvat-ui:0.12.0_cvat.1.0.0
+  ports:
+  - containerPort: 80
+    name: http
+# You can add multiple FileSyncer sidecar containers if needed
+- name: filesyncer
+  image: onepanel/filesyncer:{{.ArtifactRepositoryType}}
+  imagePullPolicy: Always
+  args:
+  - download
+  - -server-prefix=/sys/filesyncer
+  env:
+  - name: FS_PATH
+    value: /mnt/share
+  - name: FS_PREFIX
+    value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+  volumeMounts:
+  - name: share
+    mountPath: /mnt/share
+  - name: sys-namespace-config
+    mountPath: /etc/onepanel
+    readOnly: true
+ports:
+- name: cvat-ui
+  port: 80
+  protocol: TCP
+  targetPort: 80
+- name: cvat
+  port: 8080
+  protocol: TCP
+  targetPort: 8080
+- name: fs
+  port: 8888
+  protocol: TCP
+  targetPort: 8888
+routes:
+- match:
+  - uri:
+      prefix: /sys/filesyncer
+  route:
+  - destination:
+      port:
+        number: 8888
+- match:
+  - uri:
+      regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+  - queryParams:
+      id:
+        regex: \d+.*
+  route:
+  - destination:
+      port:
+        number: 8080
+  timeout: 600s
+- match:
+  - uri:
+      prefix: /
+  route:
+  - destination:
+      port:
+        number: 80
+  timeout: 600s
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c`
+
+func initialize20200826185926() {
+	if _, ok := initializedMigrations[20200826185926]; !ok {
+		goose.AddMigration(Up20200826185926, Down20200826185926)
+		initializedMigrations[20200826185926] = true
+	}
+}
+
+// Up20200826185926 runs the migration to upgrade the cvat workspace template
+func Up20200826185926(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200826185926]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(cvatTemplateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:         uid,
+			Name:        cvatTemplateName,
+			Manifest:    cvatWorkspaceTemplate8,
+			Description: "Powerful and efficient Computer Vision Annotation Tool (CVAT)",
+		}
+		err = ReplaceArtifactRepositoryType(client, namespace, nil, workspaceTemplate)
+		if err != nil {
+			return err
+		}
+		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200826185926 does nothing
+func Down20200826185926(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20200922103448_add_jupyter_lab_description.go

@@ -0,0 +1,68 @@
+package migration
+
+import (
+	"database/sql"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+func initialize20200922103448() {
+	if _, ok := initializedMigrations[20200922103448]; !ok {
+		goose.AddMigration(Up20200922103448, Down20200922103448)
+		initializedMigrations[20200922103448] = true
+	}
+}
+
+// Up20200922103448 adds a description to the jupyterlab workspace template
+func Up20200922103448(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200922103448]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(jupyterLabTemplateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workspaceTemplate, err := client.GetWorkspaceTemplate(namespace.Name, uid, 0)
+		if err != nil {
+			return err
+		}
+		if workspaceTemplate == nil {
+			continue
+		}
+
+		// Adding description
+		workspaceTemplate.Description = "Interactive development environment for notebooks"
+
+		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200922103448 does nothing
+func Down20200922103448(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20200929144301_add_vscode_workspace_template.go

@@ -0,0 +1,123 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+const vscodeWorkspaceTemplate = `
+# Docker containers that are part of the Workspace
+containers:
+  - name: vscode
+    image: onepanel/vscode:1.0.0
+    command: ["/bin/bash", "-c", "pip install onepanel-sdk && /usr/bin/entrypoint.sh --bind-addr 0.0.0.0:8080 --auth none ."]
+    ports:
+      - containerPort: 8080
+        name: vscode
+    volumeMounts:
+      - name: data
+        mountPath: /data
+ports:
+  - name: vscode
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+routes:
+  - match:
+      - uri:
+          prefix: / #vscode runs at the default route
+    route:
+      - destination:
+          port:
+            number: 8080
+# DAG Workflow to be executed once a Workspace action completes (optional)        
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  -  name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c
+`
+
+const vscodeWorkspaceTemplateName = "Visual Studio Code"
+
+func initialize20200929144301() {
+	if _, ok := initializedMigrations[20200929144301]; !ok {
+		goose.AddMigration(Up20200929144301, Down20200929144301)
+		initializedMigrations[20200929144301] = true
+	}
+}
+
+// Up20200929144301 adds Visual Studio Code as a workspace template.
+func Up20200929144301(tx *sql.Tx) error {
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200929144301]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	workspaceTemplate := &v1.WorkspaceTemplate{
+		Name:     vscodeWorkspaceTemplateName,
+		Manifest: vscodeWorkspaceTemplate,
+	}
+
+	// Adding description
+	workspaceTemplate.Description = "Open source code editor"
+
+	for _, namespace := range namespaces {
+		if _, err := client.CreateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200929144301 removes Visual Studio Code from workspace templates.
+func Down20200929144301(tx *sql.Tx) error {
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+	uid, err := uid2.GenerateUID(vscodeWorkspaceTemplateName, 30)
+	if err != nil {
+		return err
+	}
+	for _, namespace := range namespaces {
+		if _, err := client.ArchiveWorkspaceTemplate(namespace.Name, uid); err != nil {
+			return err
+		}
+	}
+	return nil
+}

db/go/20200929153931_update_jupyter_lab_workspace_command.go

@@ -0,0 +1,148 @@
+package migration
+
+import (
+	"database/sql"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+const jupyterWorkspaceTemplate3 = `
+# Docker containers that are part of the Workspace
+containers:
+- name: jupyterlab-tensorflow
+  image: onepanel/jupyterlab:1.0.1
+  command: ["/bin/bash", "-c", "pip install onepanel-sdk && start.sh jupyter lab --LabApp.token='' --LabApp.allow_remote_access=True --LabApp.allow_origin=\"*\" --LabApp.disable_check_xsrf=True --LabApp.trust_xheaders=True --LabApp.base_url=/ --LabApp.tornado_settings='{\"headers\":{\"Content-Security-Policy\":\"frame-ancestors * \'self\'\"}}' --notebook-dir='/data' --allow-root"]
+  env:
+    - name: tornado
+      value: "'{'headers':{'Content-Security-Policy':\"frame-ancestors\ *\ \'self'\"}}'"
+  args:
+  ports:
+  - containerPort: 8888
+    name: jupyterlab
+  - containerPort: 6006
+    name: tensorboard
+  volumeMounts:
+  - name: data
+    mountPath: /data
+ports:
+- name: jupyterlab
+  port: 80
+  protocol: TCP
+  targetPort: 8888
+- name: tensorboard
+  port: 6006
+  protocol: TCP
+  targetPort: 6006
+routes:
+- match:
+  - uri:
+      prefix: /tensorboard
+  route:
+  - destination:
+      port:
+        number: 6006
+- match:
+  - uri:
+      prefix: / #jupyter runs at the default route
+  route:
+  - destination:
+      port:
+        number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)        
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#    container:
+#      image: technosophos/slack-notify
+#      args:
+#      - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#      command:
+#      - sh
+#      - -c
+`
+
+func initialize20200929153931() {
+	if _, ok := initializedMigrations[20200929153931]; !ok {
+		goose.AddMigration(Up20200929153931, Down20200929153931)
+		initializedMigrations[20200929153931] = true
+	}
+}
+
+// Up20200929153931 updates jupyterlab workspace to include the onepanel-sdk
+func Up20200929153931(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200929153931]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(jupyterLabTemplateName, 30)
+	if err != nil {
+		return err
+	}
+	for _, namespace := range namespaces {
+		if _, err := client.UpdateWorkspaceTemplateManifest(namespace.Name, uid, jupyterWorkspaceTemplate3); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20200929153931 removes the onepanel-sdk addition.
+func Down20200929153931(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20200929153931]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(jupyterLabTemplateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		if _, err := client.UpdateWorkspaceTemplateManifest(namespace.Name, uid, jupyterWorkspaceTemplate2); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}

db/go/20201001070806_update_cvat.go

@@ -0,0 +1,216 @@
+package migration
+
+import (
+	"database/sql"
+	v1 "github.com/onepanelio/core/pkg"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+	"github.com/pressly/goose"
+)
+
+const cvatWorkspaceTemplate9 = `# Workspace arguments
+arguments:
+  parameters:
+    - name: sync-directory
+      displayName: Directory to sync raw input and training output
+      value: workflow-data
+      hint: Location to sync raw input, models and checkpoints from default object storage. Note that this will be relative to the current namespace.
+containers:
+  - name: cvat-db
+    image: postgres:10-alpine
+    env:
+      - name: POSTGRES_USER
+        value: root
+      - name: POSTGRES_DB
+        value: cvat
+      - name: POSTGRES_HOST_AUTH_METHOD
+        value: trust
+      - name: PGDATA
+        value: /var/lib/psql/data
+    ports:
+      - containerPort: 5432
+        name: tcp
+    volumeMounts:
+      - name: db
+        mountPath: /var/lib/psql
+  - name: cvat-redis
+    image: redis:4.0-alpine
+    ports:
+      - containerPort: 6379
+        name: tcp
+  - name: cvat
+    image: onepanel/cvat:0.12.1_cvat.1.0.0
+    env:
+      - name: DJANGO_MODWSGI_EXTRA_ARGS
+        value: ""
+      - name: ALLOWED_HOSTS
+        value: '*'
+      - name: CVAT_REDIS_HOST
+        value: localhost
+      - name: CVAT_POSTGRES_HOST
+        value: localhost
+      - name: CVAT_SHARE_URL
+        value: /home/django/data
+      - name: ONEPANEL_SYNC_DIRECTORY
+        value: '{{workspace.parameters.sync-directory}}'
+      - name: NVIDIA_VISIBLE_DEVICES
+        value: all
+      - name: NVIDIA_DRIVER_CAPABILITIES
+        value: compute,utility
+      - name: NVIDIA_REQUIRE_CUDA
+        value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+    ports:
+      - containerPort: 8080
+        name: http
+    volumeMounts:
+      - name: data
+        mountPath: /home/django/data
+      - name: keys
+        mountPath: /home/django/keys
+      - name: logs
+        mountPath: /home/django/logs
+      - name: models
+        mountPath: /home/django/models
+      - name: share
+        mountPath: /home/django/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+  - name: cvat-ui
+    image: onepanel/cvat-ui:0.12.1_cvat.1.0.0
+    ports:
+      - containerPort: 80
+        name: http
+  # You can add multiple FileSyncer sidecar containers if needed
+  - name: filesyncer
+    image: onepanel/filesyncer:{{.ArtifactRepositoryType}}
+    imagePullPolicy: Always
+    args:
+      - download
+      - -server-prefix=/sys/filesyncer
+    env:
+      - name: FS_PATH
+        value: /mnt/share
+      - name: FS_PREFIX
+        value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+    volumeMounts:
+      - name: share
+        mountPath: /mnt/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+ports:
+  - name: cvat-ui
+    port: 80
+    protocol: TCP
+    targetPort: 80
+  - name: cvat
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+  - name: fs
+    port: 8888
+    protocol: TCP
+    targetPort: 8888
+routes:
+  - match:
+      - uri:
+          prefix: /sys/filesyncer
+    route:
+      - destination:
+          port:
+            number: 8888
+  - match:
+      - uri:
+          regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+      - queryParams:
+          id:
+            regex: \d+.*
+    route:
+      - destination:
+          port:
+            number: 8080
+  - match:
+      - uri:
+          prefix: /
+    route:
+      - destination:
+          port:
+            number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c`
+
+func initialize20201001070806() {
+	if _, ok := initializedMigrations[20201001070806]; !ok {
+		goose.AddMigration(Up20201001070806, Down20201001070806)
+		initializedMigrations[20201001070806] = true
+	}
+}
+
+// Up20201001070806 updates the cvat workspace
+func Up20201001070806(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	migrationsRan, err := getRanSQLMigrations(client)
+	if err != nil {
+		return err
+	}
+
+	if _, ok := migrationsRan[20201001070806]; ok {
+		return nil
+	}
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(cvatTemplateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:         uid,
+			Name:        cvatTemplateName,
+			Manifest:    cvatWorkspaceTemplate9,
+			Description: "Powerful and efficient Computer Vision Annotation Tool (CVAT)",
+		}
+		err = ReplaceArtifactRepositoryType(client, namespace, nil, workspaceTemplate)
+		if err != nil {
+			return err
+		}
+		if _, err := client.UpdateWorkspaceTemplate(namespace.Name, workspaceTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// Down20201001070806 does nothing
+func Down20201001070806(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20201016170415_update_cvat.go

@@ -0,0 +1,28 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201016170415() {
+	if _, ok := initializedMigrations[20201016170415]; !ok {
+		goose.AddMigration(Up20201016170415, Down20201016170415)
+		initializedMigrations[20201016170415] = true
+	}
+}
+
+// Up20201016170415 updates cvat to a new version
+func Up20201016170415(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201016170415.yaml"),
+		cvatTemplateName)
+}
+
+// Down20201016170415 does nothing
+func Down20201016170415(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20201028145442_update_jupyter_lab_template.go

@@ -0,0 +1,29 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201028145442() {
+	if _, ok := initializedMigrations[20201028145442]; !ok {
+		goose.AddMigration(Up20201028145442, Down20201028145442)
+		initializedMigrations[20201028145442] = true
+	}
+}
+
+// Up20201028145442 updates the jupyterlab workspace to include container lifecycle hooks.
+// These hooks will attempt to persist conda, pip, and jupyterlab extensions between pause and shut-down.
+func Up20201028145442(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("jupyterlab", "20201028145442.yaml"),
+		jupyterLabTemplateName)
+}
+
+// Down20201028145442 removes the lifecycle hooks from the template.
+func Down20201028145442(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20201028145443_update_vscode_template.go

@@ -0,0 +1,33 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201028145443() {
+	if _, ok := initializedMigrations[20201028145443]; !ok {
+		goose.AddMigration(Up20201028145443, Down20201028145443)
+		initializedMigrations[20201028145443] = true
+	}
+}
+
+// Up20201028145443 migration will add lifecycle hooks to VSCode template.
+// These hooks will attempt to export the conda, pip, and vscode packages that are installed,
+// to a text file.
+// On workspace resume / start, the code then tries to install these packages.
+func Up20201028145443(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("vscode", "20201028145443.yaml"),
+		vscodeWorkspaceTemplateName)
+}
+
+// Down20201028145443 removes the lifecycle hooks from VSCode workspace template.
+func Down20201028145443(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("vscode", "20201028145443.yaml"),
+		vscodeWorkspaceTemplateName)
+}

db/go/20201031165106_add_tensorboard_env_var_to_jupyterlab_template.go

@@ -0,0 +1,31 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201031165106() {
+	if _, ok := initializedMigrations[20201031165106]; !ok {
+		goose.AddMigration(Up20201031165106, Down20201031165106)
+		initializedMigrations[20201031165106] = true
+	}
+}
+
+// Up20201031165106 updates the jupyterlab workspace to include container lifecycle hooks.
+// These hooks will attempt to persist conda, pip, and jupyterlab extensions between pause and shut-down.
+func Up20201031165106(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("jupyterlab", "20201031165106.yaml"),
+		jupyterLabTemplateName)
+}
+
+// Down20201031165106 removes the lifecycle hooks from the template.
+func Down20201031165106(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("jupyterlab", "20201028145442.yaml"),
+		jupyterLabTemplateName)
+}

db/go/20201102104048_update_cvat_reduce_vols.go

@@ -0,0 +1,32 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201102104048() {
+	if _, ok := initializedMigrations[20201102104048]; !ok {
+		goose.AddMigration(Up20201102104048, Down20201102104048)
+		initializedMigrations[20201102104048] = true
+	}
+}
+
+// Up20201102104048 updates CVAT to use less volumes.
+// Through the use of environment variables, various CVAT data directories
+// are placed under one path, and that path is on one volume.
+func Up20201102104048(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201102104048.yaml"),
+		cvatTemplateName)
+}
+
+// Down20201102104048 reverts CVAT back to original amount of volumes.
+func Down20201102104048(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201016170415.yaml"),
+		cvatTemplateName)
+}

db/go/20201113094916_update_cvat_onepanel_sdk.go

@@ -0,0 +1,31 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201113094916() {
+	if _, ok := initializedMigrations[20201113094916]; !ok {
+		goose.AddMigration(Up20201113094916, Down20201113094916)
+		initializedMigrations[20201113094916] = true
+	}
+}
+
+//Up20201113094916 updates CVAT with python-sdk 0.15.0
+//Of note, this replaces the authentication request endpoint.
+func Up20201113094916(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201113094916.yaml"),
+		cvatTemplateName)
+}
+
+//Down20201113094916 updates CVAT back to previous python-sdk version of 0.14.0
+func Down20201113094916(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201102104048.yaml"),
+		cvatTemplateName)
+}

db/go/20201115133046_update_cvat_env_vars.go

@@ -0,0 +1,30 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201115133046() {
+	if _, ok := initializedMigrations[20201115133046]; !ok {
+		goose.AddMigration(Up20201115133046, Down20201115133046)
+		initializedMigrations[20201115133046] = true
+	}
+}
+
+//Up20201115133046 updates CVAT environment variables
+func Up20201115133046(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201115133046.yaml"),
+		cvatTemplateName)
+}
+
+//Down20201115133046 reverts latest environment variable updates
+func Down20201115133046(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201113094916"),
+		cvatTemplateName)
+}

db/go/20201115134934_add_tensorboard_to_tfod.go

@@ -0,0 +1,32 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201115134934() {
+	if _, ok := initializedMigrations[20201115134934]; !ok {
+		goose.AddMigration(Up20201115134934, Down20201115134934)
+		initializedMigrations[20201115134934] = true
+	}
+}
+
+// Up20201115134934 add TensorBoard sidecar to TFODs
+func Up20201115134934(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("tfod", "20201115134934.yaml"),
+		tensorflowObjectDetectionWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}
+
+// Down20201115134934 do nothing
+func Down20201115134934(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20201115145814_add_tensorboard_to_maskrcnn.go

@@ -0,0 +1,32 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201115145814() {
+	if _, ok := initializedMigrations[20201115145814]; !ok {
+		goose.AddMigration(Up20201115145814, Down20201115145814)
+		initializedMigrations[20201115145814] = true
+	}
+}
+
+// Up20201115145814 add TensorBoard sidecar to TFODs
+func Up20201115145814(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("maskrcnn", "20201115145814.yaml"),
+		maskRCNNWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}
+
+// Down20201115145814 do nothing
+func Down20201115145814(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return nil
+}

db/go/20201130130433_update_tfod_path.go

@@ -0,0 +1,38 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201130130433() {
+	if _, ok := initializedMigrations[20201130130433]; !ok {
+		goose.AddMigration(Up20201130130433, Down20201130130433)
+		initializedMigrations[20201130130433] = true
+	}
+}
+
+// Up20201130130433 remove namespace to resolve checkpoint path issue
+func Up20201130130433(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("tfod", "20201130130433.yaml"),
+		tensorflowObjectDetectionWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}
+
+// Down20201130130433 do nothing
+func Down20201130130433(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("tfod", "20201115134934.yaml"),
+		tensorflowObjectDetectionWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}

db/go/20201208155115_replace_tty_with_env_var_for_tfod.go

@@ -0,0 +1,38 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201208155115() {
+	if _, ok := initializedMigrations[20201208155115]; !ok {
+		goose.AddMigration(Up20201208155115, Down20201208155115)
+		initializedMigrations[20201208155115] = true
+	}
+}
+
+// Up20201208155115 update the tfod workflow template to replace tty with an environment variable
+func Up20201208155115(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("tfod", "20201208155115.yaml"),
+		tensorflowObjectDetectionWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}
+
+// Down20201208155115 rolls back the environment variable change
+func Down20201208155115(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("tfod", "20201130130433.yaml"),
+		tensorflowObjectDetectionWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}

db/go/20201208155805_replace_tty_with_env_var_for_maskrcnn.go

@@ -0,0 +1,38 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201208155805() {
+	if _, ok := initializedMigrations[20201208155805]; !ok {
+		goose.AddMigration(Up20201208155805, Down20201208155805)
+		initializedMigrations[20201208155805] = true
+	}
+}
+
+// Up20201208155805 update the maskrcnn workflow template to replace tty with an environment variable
+func Up20201208155805(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("maskrcnn", "20201208155115.yaml"),
+		maskRCNNWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}
+
+// Down20201208155805 rolls back the environment variable change
+func Down20201208155805(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("maskrcnn", "20201115145814.yaml"),
+		maskRCNNWorkflowTemplateName,
+		map[string]string{
+			"used-by": "cvat",
+		},
+	)
+}

db/go/20201209124226_update_tensorflow_training.go

@@ -0,0 +1,38 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201209124226() {
+	if _, ok := initializedMigrations[20201209124226]; !ok {
+		goose.AddMigration(Up20201209124226, Down20201209124226)
+		initializedMigrations[20201209124226] = true
+	}
+}
+
+// Up20201209124226 updates the tensorflow workflow
+func Up20201209124226(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("tf_training", "20201209124226.yaml"),
+		tensorflowWorkflowTemplateName,
+		map[string]string{
+			"framework": "tensorflow",
+		},
+	)
+}
+
+// Down20201209124226 rolls back the tensorflow workflow
+func Down20201209124226(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkflowTemplateManifest(
+		filepath.Join("tf_training", "20200605090535.yaml"),
+		tensorflowWorkflowTemplateName,
+		map[string]string{
+			"framework": "tensorflow",
+		},
+	)
+}

db/go/20201211161117_fix_resources_gke.go

@@ -0,0 +1,30 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201211161117() {
+	if _, ok := initializedMigrations[20201211161117]; !ok {
+		goose.AddMigration(Up20201211161117, Down20201211161117)
+		initializedMigrations[20201211161117] = true
+	}
+}
+
+// Up20201211161117 updated cvat workspace template with a new ONEPANEL_MAIN_CONTAINER environment variable
+func Up20201211161117(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201211161117.yaml"),
+		cvatTemplateName)
+}
+
+// Down20201211161117 reverts the cvat workspace update
+func Down20201211161117(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("cvat", "20201115133046.yaml"),
+		cvatTemplateName)
+}

db/go/20201214133458_fix_jupyterlab_gpu.go

@@ -0,0 +1,29 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+	"path/filepath"
+)
+
+func initialize20201214133458() {
+	if _, ok := initializedMigrations[20201214133458]; !ok {
+		goose.AddMigration(Up20201214133458, Down20201214133458)
+	}
+}
+
+// Up20201214133458 fixes an issue where LD_LIBRARY_PATH is not present for JupyterLab
+func Up20201214133458(tx *sql.Tx) error {
+	// This code is executed when the migration is applied.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("jupyterlab", "20201214133458.yaml"),
+		jupyterLabTemplateName)
+}
+
+// Down20201214133458 undoes the change
+func Down20201214133458(tx *sql.Tx) error {
+	// This code is executed when the migration is rolled back.
+	return updateWorkspaceTemplateManifest(
+		filepath.Join("jupyterlab", "20201031165106.yaml"),
+		jupyterLabTemplateName)
+}

db/go/db.go

@@ -1,10 +1,15 @@
 package migration
 
 import (
+	"errors"
 	sq "github.com/Masterminds/squirrel"
 	"github.com/jmoiron/sqlx"
 	v1 "github.com/onepanelio/core/pkg"
+	"io/ioutil"
 	"log"
+	"os"
+	"path/filepath"
+	"strings"
 )
 
 // initializedMigrations is used to keep track of which migrations have been initialized.
@@ -48,6 +53,31 @@ func Initialize() {
 	initialize20200812104328()
 	initialize20200812113316()
 	initialize20200814160856()
+	initialize20200821162630()
+	initialize20200824095513()
+	initialize20200824101019()
+	initialize20200824101905()
+	initialize20200825154403()
+	initialize20200826185926()
+	initialize20200922103448()
+	initialize20200929144301()
+	initialize20200929153931()
+	initialize20201001070806()
+	initialize20201016170415()
+	initialize20201028145442()
+	initialize20201028145443()
+	initialize20201031165106()
+	initialize20201102104048()
+	initialize20201113094916()
+	initialize20201115133046()
+	initialize20201115134934()
+	initialize20201115145814()
+	initialize20201130130433()
+	initialize20201208155115()
+	initialize20201208155805()
+	initialize20201209124226()
+	initialize20201211161117()
+	initialize20201214133458()
 
 	if err := client.DB.Close(); err != nil {
 		log.Printf("[error] closing db %v", err)
@@ -90,3 +120,51 @@ func getRanSQLMigrations(client *v1.Client) (map[uint64]bool, error) {
 
 	return result, nil
 }
+
+// ReplaceArtifactRepositoryType will look for {{.ArtifactRepositoryType}} in the migration and replace it based on config.
+func ReplaceArtifactRepositoryType(client *v1.Client, namespace *v1.Namespace, workflowTemplate *v1.WorkflowTemplate, workspaceTemplate *v1.WorkspaceTemplate) error {
+	artifactRepositoryType := "s3"
+	nsConfig, err := client.GetNamespaceConfig(namespace.Name)
+	if err != nil {
+		return err
+	}
+	if nsConfig.ArtifactRepository.GCS != nil {
+		artifactRepositoryType = "gcs"
+	}
+
+	if workflowTemplate != nil {
+		workflowTemplate.Manifest = strings.NewReplacer(
+			"{{.ArtifactRepositoryType}}", artifactRepositoryType).Replace(workflowTemplate.Manifest)
+	}
+	if workspaceTemplate != nil {
+		workspaceTemplate.Manifest = strings.NewReplacer(
+			"{{.ArtifactRepositoryType}}", artifactRepositoryType).Replace(workspaceTemplate.Manifest)
+	}
+	if workflowTemplate == nil && workspaceTemplate == nil {
+		return errors.New("workflow and workspace template cannot be nil")
+	}
+
+	return nil
+}
+
+// readDataFile returns the contents of a file in the db/data/{path} directory
+// path can indicate subdirectories like cvat/20201016170415.yaml
+func readDataFile(path string) (string, error) {
+	curDir, err := os.Getwd()
+	if err != nil {
+		return "", err
+	}
+
+	finalPath := []string{curDir, "db", "yaml"}
+
+	for _, pathPart := range strings.Split(path, string(os.PathSeparator)) {
+		finalPath = append(finalPath, pathPart)
+	}
+
+	data, err := ioutil.ReadFile(filepath.Join(finalPath...))
+	if err != nil {
+		return "", err
+	}
+
+	return string(data), nil
+}

db/go/util.go

@@ -0,0 +1,94 @@
+package migration
+
+import (
+	v1 "github.com/onepanelio/core/pkg"
+	uid2 "github.com/onepanelio/core/pkg/util/uid"
+)
+
+// updateWorkspaceTemplateManifest will update the workspace template given by {{templateName}} with the contents
+// given by {{filename}}
+// It will do so for all namespaces.
+func updateWorkspaceTemplateManifest(filename, templateName string) error {
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	newManifest, err := readDataFile(filename)
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(templateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workspaceTemplate := &v1.WorkspaceTemplate{
+			UID:      uid,
+			Name:     templateName,
+			Manifest: newManifest,
+		}
+		err = ReplaceArtifactRepositoryType(client, namespace, nil, workspaceTemplate)
+		if err != nil {
+			return err
+		}
+		if _, err := client.UpdateWorkspaceTemplateManifest(namespace.Name, uid, workspaceTemplate.Manifest); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// updateWorkflowTemplateManifest will update the workflow template given by {{templateName}} with the contents
+// given by {{filename}}
+// It will do so for all namespaces.
+func updateWorkflowTemplateManifest(filename, templateName string, labels map[string]string) error {
+	client, err := getClient()
+	if err != nil {
+		return err
+	}
+	defer client.DB.Close()
+
+	namespaces, err := client.ListOnepanelEnabledNamespaces()
+	if err != nil {
+		return err
+	}
+
+	newManifest, err := readDataFile(filename)
+	if err != nil {
+		return err
+	}
+
+	uid, err := uid2.GenerateUID(templateName, 30)
+	if err != nil {
+		return err
+	}
+
+	for _, namespace := range namespaces {
+		workflowTemplate := &v1.WorkflowTemplate{
+			UID:      uid,
+			Name:     templateName,
+			Manifest: newManifest,
+			Labels:   labels,
+		}
+
+		err = ReplaceArtifactRepositoryType(client, namespace, workflowTemplate, nil)
+		if err != nil {
+			return err
+		}
+		if _, err := client.CreateWorkflowTemplateVersion(namespace.Name, workflowTemplate); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}

db/sql/20201023121927_fix_null_labels.sql

@@ -0,0 +1,24 @@
+-- +goose Up
+-- SQL in this section is executed when the migration is applied.
+UPDATE workflow_executions
+SET labels = '{}'::jsonb
+WHERE labels = 'null'::jsonb;
+
+UPDATE workflow_templates
+SET labels = '{}'::jsonb
+WHERE labels = 'null'::jsonb;
+
+UPDATE workspace_templates
+SET labels = '{}'::jsonb
+WHERE labels = 'null'::jsonb;
+
+UPDATE workflow_template_versions
+SET labels = '{}'::jsonb
+WHERE labels = 'null'::jsonb;
+
+UPDATE workspace_template_Versions
+SET labels = '{}'::jsonb
+WHERE labels = 'null'::jsonb;
+
+-- +goose Down
+-- SQL in this section is executed when the migration is rolled back.

db/sql/20201116105825_add_metrics_to_workflows.sql

@@ -0,0 +1,9 @@
+-- +goose Up
+-- SQL in this section is executed when the migration is applied.
+ALTER TABLE workflow_executions ADD COLUMN metrics JSONB;
+UPDATE workflow_executions SET metrics = '{}'::JSONB;
+ALTER TABLE workflow_executions ALTER COLUMN metrics SET NOT NULL;
+
+-- +goose Down
+-- SQL in this section is executed when the migration is rolled back.
+ALTER TABLE workflow_executions DROP COLUMN metrics;

db/sql/20201118200215_fix_default_migration.sql

@@ -0,0 +1,9 @@
+-- +goose Up
+-- SQL in this section is executed when the migration is applied.
+UPDATE workflow_executions SET metrics = '[]'::JSONB
+WHERE metrics = '{}'::JSONB;
+
+-- +goose Down
+-- SQL in this section is executed when the migration is rolled back.
+UPDATE workflow_executions SET metrics = '{}'::JSONB
+WHERE metrics = '[]'::JSONB;

db/yaml/cvat/20201016170415.yaml

@@ -0,0 +1,147 @@
+# Workspace arguments
+arguments:
+  parameters:
+    - name: sync-directory
+      displayName: Directory to sync raw input and training output
+      value: workflow-data
+      hint: Location to sync raw input, models and checkpoints from default object storage. Note that this will be relative to the current namespace.
+containers:
+  - name: cvat-db
+    image: postgres:10-alpine
+    env:
+      - name: POSTGRES_USER
+        value: root
+      - name: POSTGRES_DB
+        value: cvat
+      - name: POSTGRES_HOST_AUTH_METHOD
+        value: trust
+      - name: PGDATA
+        value: /var/lib/psql/data
+    ports:
+      - containerPort: 5432
+        name: tcp
+    volumeMounts:
+      - name: db
+        mountPath: /var/lib/psql
+  - name: cvat-redis
+    image: redis:4.0-alpine
+    ports:
+      - containerPort: 6379
+        name: tcp
+  - name: cvat
+    image: onepanel/cvat:0.14.0_cvat.1.0.0
+    env:
+      - name: DJANGO_MODWSGI_EXTRA_ARGS
+        value: ""
+      - name: ALLOWED_HOSTS
+        value: '*'
+      - name: CVAT_REDIS_HOST
+        value: localhost
+      - name: CVAT_POSTGRES_HOST
+        value: localhost
+      - name: CVAT_SHARE_URL
+        value: /home/django/data
+      - name: ONEPANEL_SYNC_DIRECTORY
+        value: '{{workspace.parameters.sync-directory}}'
+      - name: NVIDIA_VISIBLE_DEVICES
+        value: all
+      - name: NVIDIA_DRIVER_CAPABILITIES
+        value: compute,utility
+      - name: NVIDIA_REQUIRE_CUDA
+        value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+    ports:
+      - containerPort: 8080
+        name: http
+    volumeMounts:
+      - name: data
+        mountPath: /home/django/data
+      - name: keys
+        mountPath: /home/django/keys
+      - name: logs
+        mountPath: /home/django/logs
+      - name: models
+        mountPath: /home/django/models
+      - name: share
+        mountPath: /home/django/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+  - name: cvat-ui
+    image: onepanel/cvat-ui:0.14.0_cvat.1.0.0
+    ports:
+      - containerPort: 80
+        name: http
+  # You can add multiple FileSyncer sidecar containers if needed
+  - name: filesyncer
+    image: onepanel/filesyncer:{{.ArtifactRepositoryType}}
+    imagePullPolicy: Always
+    args:
+      - download
+      - -server-prefix=/sys/filesyncer
+    env:
+      - name: FS_PATH
+        value: /mnt/share
+      - name: FS_PREFIX
+        value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+    volumeMounts:
+      - name: share
+        mountPath: /mnt/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+ports:
+  - name: cvat-ui
+    port: 80
+    protocol: TCP
+    targetPort: 80
+  - name: cvat
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+  - name: fs
+    port: 8888
+    protocol: TCP
+    targetPort: 8888
+routes:
+  - match:
+      - uri:
+          prefix: /sys/filesyncer
+    route:
+      - destination:
+          port:
+            number: 8888
+  - match:
+      - uri:
+          regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+      - queryParams:
+          id:
+            regex: \d+.*
+    route:
+      - destination:
+          port:
+            number: 8080
+  - match:
+      - uri:
+          prefix: /
+    route:
+      - destination:
+          port:
+            number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c

db/yaml/cvat/20201102104048.yaml

@@ -0,0 +1,159 @@
+# Workspace arguments
+arguments:
+  parameters:
+    - name: sync-directory
+      displayName: Directory to sync raw input and training output
+      value: workflow-data
+      hint: Location (relative to current namespace) to sync raw input, models and checkpoints from default object storage to '/share'.
+containers:
+  - name: cvat-db
+    image: postgres:10-alpine
+    env:
+      - name: POSTGRES_USER
+        value: root
+      - name: POSTGRES_DB
+        value: cvat
+      - name: POSTGRES_HOST_AUTH_METHOD
+        value: trust
+      - name: PGDATA
+        value: /var/lib/psql/data
+    ports:
+      - containerPort: 5432
+        name: tcp
+    volumeMounts:
+      - name: db
+        mountPath: /var/lib/psql
+  - name: cvat-redis
+    image: redis:4.0-alpine
+    ports:
+      - containerPort: 6379
+        name: tcp
+  - name: cvat
+    image: onepanel/cvat:0.15.0_cvat.1.0.0
+    env:
+      - name: DJANGO_MODWSGI_EXTRA_ARGS
+        value: ""
+      - name: ALLOWED_HOSTS
+        value: '*'
+      - name: CVAT_REDIS_HOST
+        value: localhost
+      - name: CVAT_POSTGRES_HOST
+        value: localhost
+      - name: CVAT_SHARE_URL
+        value: /cvat/data
+      - name: CVAT_SHARE_DIR
+        value: /share
+      - name: CVAT_KEYS_DIR
+        value: /cvat/keys
+      - name: CVAT_DATA_DIR
+        value: /cvat/data
+      - name: CVAT_MODELS_DIR
+        value: /cvat/models
+      - name: CVAT_LOGS_DIR
+        value: /cvat/logs
+      - name: ONEPANEL_SYNC_DIRECTORY
+        value: '{{workspace.parameters.sync-directory}}'
+      - name: NVIDIA_VISIBLE_DEVICES
+        value: all
+      - name: NVIDIA_DRIVER_CAPABILITIES
+        value: compute,utility
+      - name: NVIDIA_REQUIRE_CUDA
+        value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+    ports:
+      - containerPort: 8080
+        name: http
+    volumeMounts:
+      - name: cvat-data
+        mountPath: /cvat
+      - name: share
+        mountPath: /share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+  - name: cvat-ui
+    image: onepanel/cvat-ui:0.15.0_cvat.1.0.0
+    ports:
+      - containerPort: 80
+        name: http
+  # You can add multiple FileSyncer sidecar containers if needed
+  - name: filesyncer
+    image: onepanel/filesyncer:s3
+    imagePullPolicy: Always
+    args:
+      - download
+      - -server-prefix=/sys/filesyncer
+    env:
+      - name: FS_PATH
+        value: /mnt/share
+      - name: FS_PREFIX
+        value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+    volumeMounts:
+      - name: share
+        mountPath: /mnt/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+ports:
+  - name: cvat-ui
+    port: 80
+    protocol: TCP
+    targetPort: 80
+  - name: cvat
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+  - name: fs
+    port: 8888
+    protocol: TCP
+    targetPort: 8888
+routes:
+  - match:
+      - uri:
+          prefix: /sys/filesyncer
+    route:
+      - destination:
+          port:
+            number: 8888
+  - match:
+      - uri:
+          regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+      - queryParams:
+          id:
+            regex: \d+.*
+    route:
+      - destination:
+          port:
+            number: 8080
+  - match:
+      - uri:
+          prefix: /
+    route:
+      - destination:
+          port:
+            number: 80
+volumeClaimTemplates:
+  - metadata:
+      name: db
+    spec:
+      accessModes: ["ReadWriteOnce"]
+      resources:
+        requests:
+          storage: 20Gi
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c

db/yaml/cvat/20201113094916.yaml

@@ -0,0 +1,159 @@
+# Workspace arguments
+arguments:
+  parameters:
+    - name: sync-directory
+      displayName: Directory to sync raw input and training output
+      value: workflow-data
+      hint: Location (relative to current namespace) to sync raw input, models and checkpoints from default object storage to '/share'.
+containers:
+  - name: cvat-db
+    image: postgres:10-alpine
+    env:
+      - name: POSTGRES_USER
+        value: root
+      - name: POSTGRES_DB
+        value: cvat
+      - name: POSTGRES_HOST_AUTH_METHOD
+        value: trust
+      - name: PGDATA
+        value: /var/lib/psql/data
+    ports:
+      - containerPort: 5432
+        name: tcp
+    volumeMounts:
+      - name: db
+        mountPath: /var/lib/psql
+  - name: cvat-redis
+    image: redis:4.0-alpine
+    ports:
+      - containerPort: 6379
+        name: tcp
+  - name: cvat
+    image: onepanel/cvat:0.16.0_cvat.1.0.0
+    env:
+      - name: DJANGO_MODWSGI_EXTRA_ARGS
+        value: ""
+      - name: ALLOWED_HOSTS
+        value: '*'
+      - name: CVAT_REDIS_HOST
+        value: localhost
+      - name: CVAT_POSTGRES_HOST
+        value: localhost
+      - name: CVAT_SHARE_URL
+        value: /cvat/data
+      - name: CVAT_SHARE_DIR
+        value: /share
+      - name: CVAT_KEYS_DIR
+        value: /cvat/keys
+      - name: CVAT_DATA_DIR
+        value: /cvat/data
+      - name: CVAT_MODELS_DIR
+        value: /cvat/models
+      - name: CVAT_LOGS_DIR
+        value: /cvat/logs
+      - name: ONEPANEL_SYNC_DIRECTORY
+        value: '{{workspace.parameters.sync-directory}}'
+      - name: NVIDIA_VISIBLE_DEVICES
+        value: all
+      - name: NVIDIA_DRIVER_CAPABILITIES
+        value: compute,utility
+      - name: NVIDIA_REQUIRE_CUDA
+        value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+    ports:
+      - containerPort: 8080
+        name: http
+    volumeMounts:
+      - name: cvat-data
+        mountPath: /cvat
+      - name: share
+        mountPath: /share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+  - name: cvat-ui
+    image: onepanel/cvat-ui:0.16.0_cvat.1.0.0
+    ports:
+      - containerPort: 80
+        name: http
+  # You can add multiple FileSyncer sidecar containers if needed
+  - name: filesyncer
+    image: onepanel/filesyncer:s3
+    imagePullPolicy: Always
+    args:
+      - download
+      - -server-prefix=/sys/filesyncer
+    env:
+      - name: FS_PATH
+        value: /mnt/share
+      - name: FS_PREFIX
+        value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+    volumeMounts:
+      - name: share
+        mountPath: /mnt/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+ports:
+  - name: cvat-ui
+    port: 80
+    protocol: TCP
+    targetPort: 80
+  - name: cvat
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+  - name: fs
+    port: 8888
+    protocol: TCP
+    targetPort: 8888
+routes:
+  - match:
+      - uri:
+          prefix: /sys/filesyncer
+    route:
+      - destination:
+          port:
+            number: 8888
+  - match:
+      - uri:
+          regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+      - queryParams:
+          id:
+            regex: \d+.*
+    route:
+      - destination:
+          port:
+            number: 8080
+  - match:
+      - uri:
+          prefix: /
+    route:
+      - destination:
+          port:
+            number: 80
+volumeClaimTemplates:
+  - metadata:
+      name: db
+    spec:
+      accessModes: ["ReadWriteOnce"]
+      resources:
+        requests:
+          storage: 20Gi
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c

db/yaml/cvat/20201115133046.yaml

@@ -0,0 +1,161 @@
+# Workspace arguments
+arguments:
+  parameters:
+    - name: sync-directory
+      displayName: Directory to sync raw input and training output
+      value: workflow-data
+      hint: Location (relative to current namespace) to sync raw input, models and checkpoints from default object storage to '/share'.
+containers:
+  - name: cvat-db
+    image: postgres:10-alpine
+    env:
+      - name: POSTGRES_USER
+        value: root
+      - name: POSTGRES_DB
+        value: cvat
+      - name: POSTGRES_HOST_AUTH_METHOD
+        value: trust
+      - name: PGDATA
+        value: /var/lib/psql/data
+    ports:
+      - containerPort: 5432
+        name: tcp
+    volumeMounts:
+      - name: db
+        mountPath: /var/lib/psql
+  - name: cvat-redis
+    image: redis:4.0-alpine
+    ports:
+      - containerPort: 6379
+        name: tcp
+  - name: cvat
+    image: onepanel/cvat:0.16.0_cvat.1.0.0
+    env:
+      - name: DJANGO_MODWSGI_EXTRA_ARGS
+        value: ""
+      - name: ALLOWED_HOSTS
+        value: '*'
+      - name: CVAT_REDIS_HOST
+        value: localhost
+      - name: CVAT_POSTGRES_HOST
+        value: localhost
+      - name: CVAT_SHARE_URL
+        value: /cvat/data
+      - name: CVAT_SHARE_DIR
+        value: /share
+      - name: CVAT_DATA_DIR
+        value: /cvat/data
+      - name: CVAT_MEDIA_DATA_DIR
+        value: /cvat/data/data
+      - name: CVAT_KEYS_DIR
+        value: /cvat/data/keys
+      - name: CVAT_MODELS_DIR
+        value: /cvat/data/models
+      - name: CVAT_LOGS_DIR
+        value: /cvat/logs
+      - name: ONEPANEL_SYNC_DIRECTORY
+        value: '{{workspace.parameters.sync-directory}}'
+      - name: NVIDIA_VISIBLE_DEVICES
+        value: all
+      - name: NVIDIA_DRIVER_CAPABILITIES
+        value: compute,utility
+      - name: NVIDIA_REQUIRE_CUDA
+        value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+    ports:
+      - containerPort: 8080
+        name: http
+    volumeMounts:
+      - name: cvat-data
+        mountPath: /cvat
+      - name: share
+        mountPath: /share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+  - name: cvat-ui
+    image: onepanel/cvat-ui:0.16.0_cvat.1.0.0
+    ports:
+      - containerPort: 80
+        name: http
+  # You can add multiple FileSyncer sidecar containers if needed
+  - name: filesyncer
+    image: onepanel/filesyncer:s3
+    imagePullPolicy: Always
+    args:
+      - download
+      - -server-prefix=/sys/filesyncer
+    env:
+      - name: FS_PATH
+        value: /mnt/share
+      - name: FS_PREFIX
+        value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+    volumeMounts:
+      - name: share
+        mountPath: /mnt/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+ports:
+  - name: cvat-ui
+    port: 80
+    protocol: TCP
+    targetPort: 80
+  - name: cvat
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+  - name: fs
+    port: 8888
+    protocol: TCP
+    targetPort: 8888
+routes:
+  - match:
+      - uri:
+          prefix: /sys/filesyncer
+    route:
+      - destination:
+          port:
+            number: 8888
+  - match:
+      - uri:
+          regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+      - queryParams:
+          id:
+            regex: \d+.*
+    route:
+      - destination:
+          port:
+            number: 8080
+  - match:
+      - uri:
+          prefix: /
+    route:
+      - destination:
+          port:
+            number: 80
+volumeClaimTemplates:
+  - metadata:
+      name: db
+    spec:
+      accessModes: ["ReadWriteOnce"]
+      resources:
+        requests:
+          storage: 20Gi
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c

db/yaml/cvat/20201211161117.yaml

@@ -0,0 +1,163 @@
+# Workspace arguments
+arguments:
+  parameters:
+    - name: sync-directory
+      displayName: Directory to sync raw input and training output
+      value: workflow-data
+      hint: Location (relative to current namespace) to sync raw input, models and checkpoints from default object storage to '/share'.
+containers:
+  - name: cvat-db
+    image: postgres:10-alpine
+    env:
+      - name: POSTGRES_USER
+        value: root
+      - name: POSTGRES_DB
+        value: cvat
+      - name: POSTGRES_HOST_AUTH_METHOD
+        value: trust
+      - name: PGDATA
+        value: /var/lib/psql/data
+    ports:
+      - containerPort: 5432
+        name: tcp
+    volumeMounts:
+      - name: db
+        mountPath: /var/lib/psql
+  - name: cvat-redis
+    image: redis:4.0-alpine
+    ports:
+      - containerPort: 6379
+        name: tcp
+  - name: cvat
+    image: onepanel/cvat:0.16.0_cvat.1.0.0
+    env:
+      - name: DJANGO_MODWSGI_EXTRA_ARGS
+        value: ""
+      - name: ALLOWED_HOSTS
+        value: '*'
+      - name: CVAT_REDIS_HOST
+        value: localhost
+      - name: CVAT_POSTGRES_HOST
+        value: localhost
+      - name: CVAT_SHARE_URL
+        value: /cvat/data
+      - name: CVAT_SHARE_DIR
+        value: /share
+      - name: CVAT_DATA_DIR
+        value: /cvat/data
+      - name: CVAT_MEDIA_DATA_DIR
+        value: /cvat/data/data
+      - name: CVAT_KEYS_DIR
+        value: /cvat/data/keys
+      - name: CVAT_MODELS_DIR
+        value: /cvat/data/models
+      - name: CVAT_LOGS_DIR
+        value: /cvat/logs
+      - name: ONEPANEL_SYNC_DIRECTORY
+        value: '{{workspace.parameters.sync-directory}}'
+      - name: NVIDIA_VISIBLE_DEVICES
+        value: all
+      - name: NVIDIA_DRIVER_CAPABILITIES
+        value: compute,utility
+      - name: NVIDIA_REQUIRE_CUDA
+        value: "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
+      - name: ONEPANEL_MAIN_CONTAINER
+        value: 'true'
+    ports:
+      - containerPort: 8080
+        name: http
+    volumeMounts:
+      - name: cvat-data
+        mountPath: /cvat
+      - name: share
+        mountPath: /share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+  - name: cvat-ui
+    image: onepanel/cvat-ui:0.16.0_cvat.1.0.0
+    ports:
+      - containerPort: 80
+        name: http
+  # You can add multiple FileSyncer sidecar containers if needed
+  - name: filesyncer
+    image: onepanel/filesyncer:s3
+    imagePullPolicy: Always
+    args:
+      - download
+      - -server-prefix=/sys/filesyncer
+    env:
+      - name: FS_PATH
+        value: /mnt/share
+      - name: FS_PREFIX
+        value: '{{workflow.namespace}}/{{workspace.parameters.sync-directory}}'
+    volumeMounts:
+      - name: share
+        mountPath: /mnt/share
+      - name: sys-namespace-config
+        mountPath: /etc/onepanel
+        readOnly: true
+ports:
+  - name: cvat-ui
+    port: 80
+    protocol: TCP
+    targetPort: 80
+  - name: cvat
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+  - name: fs
+    port: 8888
+    protocol: TCP
+    targetPort: 8888
+routes:
+  - match:
+      - uri:
+          prefix: /sys/filesyncer
+    route:
+      - destination:
+          port:
+            number: 8888
+  - match:
+      - uri:
+          regex: /api/.*|/git/.*|/tensorflow/.*|/onepanelio/.*|/tracking/.*|/auto_annotation/.*|/analytics/.*|/static/.*|/admin/.*|/documentation/.*|/dextr/.*|/reid/.*
+      - queryParams:
+          id:
+            regex: \d+.*
+    route:
+      - destination:
+          port:
+            number: 8080
+  - match:
+      - uri:
+          prefix: /
+    route:
+      - destination:
+          port:
+            number: 80
+volumeClaimTemplates:
+  - metadata:
+      name: db
+    spec:
+      accessModes: ["ReadWriteOnce"]
+      resources:
+        requests:
+          storage: 20Gi
+# DAG Workflow to be executed once a Workspace action completes (optional)
+# Uncomment the lines below if you want to send Slack notifications
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c

db/yaml/jupyterlab/20200929153931.yaml

@@ -0,0 +1,58 @@
+# Docker containers that are part of the Workspace
+containers:
+  - name: jupyterlab-tensorflow
+    image: onepanel/jupyterlab:1.0.1
+    command: ["/bin/bash", "-c", "pip install onepanel-sdk && start.sh jupyter lab --LabApp.token='' --LabApp.allow_remote_access=True --LabApp.allow_origin=\"*\" --LabApp.disable_check_xsrf=True --LabApp.trust_xheaders=True --LabApp.base_url=/ --LabApp.tornado_settings='{\"headers\":{\"Content-Security-Policy\":\"frame-ancestors * \'self\'\"}}' --notebook-dir='/data' --allow-root"]
+    env:
+      - name: tornado
+        value: "'{'headers':{'Content-Security-Policy':\"frame-ancestors\ *\ \'self'\"}}'"
+    args:
+    ports:
+      - containerPort: 8888
+        name: jupyterlab
+      - containerPort: 6006
+        name: tensorboard
+    volumeMounts:
+      - name: data
+        mountPath: /data
+ports:
+  - name: jupyterlab
+    port: 80
+    protocol: TCP
+    targetPort: 8888
+  - name: tensorboard
+    port: 6006
+    protocol: TCP
+    targetPort: 6006
+routes:
+  - match:
+      - uri:
+          prefix: /tensorboard
+    route:
+      - destination:
+          port:
+            number: 6006
+  - match:
+      - uri:
+          prefix: / #jupyter runs at the default route
+    route:
+      - destination:
+          port:
+            number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#    container:
+#      image: technosophos/slack-notify
+#      args:
+#      - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#      command:
+#      - sh
+#      - -c

db/yaml/jupyterlab/20201028145442.yaml

@@ -0,0 +1,77 @@
+# Docker containers that are part of the Workspace
+containers:
+  - name: jupyterlab
+    image: onepanel/jupyterlab:1.0.1
+    command: ["/bin/bash", "-c", "pip install onepanel-sdk && start.sh jupyter lab --LabApp.token='' --LabApp.allow_remote_access=True --LabApp.allow_origin=\"*\" --LabApp.disable_check_xsrf=True --LabApp.trust_xheaders=True --LabApp.base_url=/ --LabApp.tornado_settings='{\"headers\":{\"Content-Security-Policy\":\"frame-ancestors * \'self\'\"}}' --notebook-dir='/data' --allow-root"]
+    env:
+      - name: tornado
+        value: "'{'headers':{'Content-Security-Policy':\"frame-ancestors\ *\ \'self'\"}}'"
+    ports:
+      - containerPort: 8888
+        name: jupyterlab
+      - containerPort: 6006
+        name: tensorboard
+    volumeMounts:
+      - name: data
+        mountPath: /data
+    lifecycle:
+      postStart:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              condayml="/data/.environment.yml";
+              jupytertxt="/data/.jupexported.txt";
+              if [ -f "$condayml" ]; then conda env update -f $condayml; fi;
+              if [ -f "$jupytertxt" ]; then cat $jupytertxt | xargs -n 1 jupyter labextension install --no-build && jupyter lab build --minimize=False; fi;
+      preStop:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              conda env export > /data/.environment.yml -n base;
+              jupyter labextension list 1>/dev/null 2> /data/.jup.txt;
+              cat /data/.jup.txt | sed -n '2,$p' | awk 'sub(/v/,"@", $2){print $1$2}' > /data/.jupexported.txt;
+ports:
+  - name: jupyterlab
+    port: 80
+    protocol: TCP
+    targetPort: 8888
+  - name: tensorboard
+    port: 6006
+    protocol: TCP
+    targetPort: 6006
+routes:
+  - match:
+      - uri:
+          prefix: /tensorboard
+    route:
+      - destination:
+          port:
+            number: 6006
+  - match:
+      - uri:
+          prefix: / #jupyter runs at the default route
+    route:
+      - destination:
+          port:
+            number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#    container:
+#      image: technosophos/slack-notify
+#      args:
+#      - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#      command:
+#      - sh
+#      - -c

db/yaml/jupyterlab/20201031165106.yaml

@@ -0,0 +1,79 @@
+# Docker containers that are part of the Workspace
+containers:
+  - name: jupyterlab
+    image: onepanel/jupyterlab:1.0.1
+    command: ["/bin/bash", "-c", "pip install onepanel-sdk && start.sh jupyter lab --LabApp.token='' --LabApp.allow_remote_access=True --LabApp.allow_origin=\"*\" --LabApp.disable_check_xsrf=True --LabApp.trust_xheaders=True --LabApp.base_url=/ --LabApp.tornado_settings='{\"headers\":{\"Content-Security-Policy\":\"frame-ancestors * \'self\'\"}}' --notebook-dir='/data' --allow-root"]
+    env:
+      - name: tornado
+        value: "'{'headers':{'Content-Security-Policy':\"frame-ancestors\ *\ \'self'\"}}'"
+      - name: TENSORBOARD_PROXY_URL
+        value: '//$(ONEPANEL_RESOURCE_UID)--$(ONEPANEL_RESOURCE_NAMESPACE).$(ONEPANEL_DOMAIN)/tensorboard'
+    ports:
+      - containerPort: 8888
+        name: jupyterlab
+      - containerPort: 6006
+        name: tensorboard
+    volumeMounts:
+      - name: data
+        mountPath: /data
+    lifecycle:
+      postStart:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              condayml="/data/.environment.yml";
+              jupytertxt="/data/.jupexported.txt";
+              if [ -f "$condayml" ]; then conda env update -f $condayml; fi;
+              if [ -f "$jupytertxt" ]; then cat $jupytertxt | xargs -n 1 jupyter labextension install --no-build && jupyter lab build --minimize=False; fi;
+      preStop:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              conda env export > /data/.environment.yml -n base;
+              jupyter labextension list 1>/dev/null 2> /data/.jup.txt;
+              cat /data/.jup.txt | sed -n '2,$p' | awk 'sub(/v/,"@", $2){print $1$2}' > /data/.jupexported.txt;
+ports:
+  - name: jupyterlab
+    port: 80
+    protocol: TCP
+    targetPort: 8888
+  - name: tensorboard
+    port: 6006
+    protocol: TCP
+    targetPort: 6006
+routes:
+  - match:
+      - uri:
+          prefix: /tensorboard
+    route:
+      - destination:
+          port:
+            number: 6006
+  - match:
+      - uri:
+          prefix: / #jupyter runs at the default route
+    route:
+      - destination:
+          port:
+            number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#    container:
+#      image: technosophos/slack-notify
+#      args:
+#      - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#      command:
+#      - sh
+#      - -c

db/yaml/jupyterlab/20201214133458.yaml

@@ -0,0 +1,80 @@
+# Docker containers that are part of the Workspace
+containers:
+  - name: jupyterlab
+    image: onepanel/jupyterlab:1.0.1
+    command: ["/bin/bash", "-c", "pip install onepanel-sdk && start.sh LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64 jupyter lab --LabApp.token='' --LabApp.allow_remote_access=True --LabApp.allow_origin=\"*\" --LabApp.disable_check_xsrf=True --LabApp.trust_xheaders=True --LabApp.base_url=/ --LabApp.tornado_settings='{\"headers\":{\"Content-Security-Policy\":\"frame-ancestors * \'self\'\"}}' --notebook-dir='/data' --allow-root"]
+    workingDir: /data
+    env:
+      - name: tornado
+        value: "'{'headers':{'Content-Security-Policy':\"frame-ancestors\ *\ \'self'\"}}'"
+      - name: TENSORBOARD_PROXY_URL
+        value: '//$(ONEPANEL_RESOURCE_UID)--$(ONEPANEL_RESOURCE_NAMESPACE).$(ONEPANEL_DOMAIN)/tensorboard'
+    ports:
+      - containerPort: 8888
+        name: jupyterlab
+      - containerPort: 6006
+        name: tensorboard
+    volumeMounts:
+      - name: data
+        mountPath: /data
+    lifecycle:
+      postStart:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              condayml="/data/.environment.yml";
+              jupytertxt="/data/.jupexported.txt";
+              if [ -f "$condayml" ]; then conda env update -f $condayml; fi;
+              if [ -f "$jupytertxt" ]; then cat $jupytertxt | xargs -n 1 jupyter labextension install --no-build && jupyter lab build --minimize=False; fi;
+      preStop:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              conda env export > /data/.environment.yml -n base;
+              jupyter labextension list 1>/dev/null 2> /data/.jup.txt;
+              cat /data/.jup.txt | sed -n '2,$p' | awk 'sub(/v/,"@", $2){print $1$2}' > /data/.jupexported.txt;
+ports:
+  - name: jupyterlab
+    port: 80
+    protocol: TCP
+    targetPort: 8888
+  - name: tensorboard
+    port: 6006
+    protocol: TCP
+    targetPort: 6006
+routes:
+  - match:
+      - uri:
+          prefix: /tensorboard
+    route:
+      - destination:
+          port:
+            number: 6006
+  - match:
+      - uri:
+          prefix: / #jupyter runs at the default route
+    route:
+      - destination:
+          port:
+            number: 80
+# DAG Workflow to be executed once a Workspace action completes (optional)
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  - name: slack-notify
+#    container:
+#      image: technosophos/slack-notify
+#      args:
+#      - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#      command:
+#      - sh
+#      - -c

db/yaml/maskrcnn/20201115145814.yaml

@@ -0,0 +1,190 @@
+entrypoint: main
+arguments:
+  parameters:
+    - name: source
+      value: https://github.com/onepanelio/Mask_RCNN.git
+      displayName: Model source code
+      type: hidden
+      visibility: private
+
+    - name: cvat-annotation-path
+      value: annotation-dump/sample_dataset
+      hint: Path to annotated data in default object storage (i.e S3). In CVAT, this parameter will be pre-populated.
+      displayName: Dataset path
+      visibility: private
+
+    - name: cvat-output-path
+      value: workflow-data/output/sample_output
+      hint: Path to store output artifacts in default object storage (i.e s3). In CVAT, this parameter will be pre-populated.
+      displayName: Workflow output path
+      visibility: private
+
+    - name: cvat-finetune-checkpoint
+      value: ''
+      hint: Select the last fine-tune checkpoint for this model. It may take up to 5 minutes for a recent checkpoint show here. Leave empty if this is the first time you're training this model.
+      displayName: Checkpoint path
+      visibility: public
+
+    - name: cvat-num-classes
+      displayName: Number of classes
+      hint: Number of classes (i.e in CVAT taks) + 1 for background
+      value: '81'
+      visibility: private
+
+    - name: hyperparameters
+      displayName: Hyperparameters
+      visibility: public
+      type: textarea.textarea
+      value: |-
+        stage-1-epochs=1    #  Epochs for network heads
+        stage-2-epochs=2    #  Epochs for finetune layers
+        stage-3-epochs=3    #  Epochs for all layers
+      hint: "Please refer to our <a href='https://docs.onepanel.ai/docs/getting-started/use-cases/computervision/annotation/cvat/cvat_annotation_model#arguments-optional' target='_blank'>documentation</a> for more information on parameters. Number of classes will be automatically populated if you had 'sys-num-classes' parameter in a workflow."
+
+    - name: dump-format
+      value: cvat_coco
+      displayName: CVAT dump format
+      visibility: public
+
+    - name: tf-image
+      visibility: public
+      value: tensorflow/tensorflow:1.13.1-py3
+      type: select.select
+      displayName: Select TensorFlow image
+      hint: Select the GPU image if you are running on a GPU node pool
+      options:
+        - name: 'TensorFlow 1.13.1 CPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-py3'
+        - name: 'TensorFlow 1.13.1 GPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-gpu-py3'
+
+    - displayName: Node pool
+      hint: Name of node pool or group to run this workflow task
+      type: select.select
+      visibility: public
+      name: sys-node-pool
+      value: Standard_D4s_v3
+      required: true
+      options:
+        - name: 'CPU: 2, RAM: 8GB'
+          value: Standard_D2s_v3
+        - name: 'CPU: 4, RAM: 16GB'
+          value: Standard_D4s_v3
+        - name: 'GPU: 1xK80, CPU: 6, RAM: 56GB'
+          value: Standard_NC6
+templates:
+  - name: main
+    dag:
+      tasks:
+        - name: train-model
+          template: tensorflow
+    # Uncomment the lines below if you want to send Slack notifications
+    #    - arguments:
+    #        artifacts:
+    #        - from: '{{tasks.train-model.outputs.artifacts.sys-metrics}}'
+    #          name: metrics
+    #        parameters:
+    #        - name: status
+    #          value: '{{tasks.train-model.status}}'
+    #      dependencies:
+    #      - train-model
+    #      name: notify-in-slack
+    #      template: slack-notify-success
+  - name: tensorflow
+    container:
+      args:
+        - |
+          apt-get update \
+          && apt-get install -y git wget libglib2.0-0 libsm6 libxext6 libxrender-dev \
+          && pip install -r requirements.txt \
+          && pip install boto3 pyyaml google-cloud-storage \
+          && git clone https://github.com/waleedka/coco \
+          && cd coco/PythonAPI \
+          && python setup.py build_ext install \
+          && rm -rf build \
+          && cd ../../ \
+          && wget https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5 \
+          && python setup.py install && ls \
+          && python samples/coco/cvat.py train --dataset=/mnt/data/datasets \
+            --model=workflow_maskrcnn \
+            --extras="{{workflow.parameters.hyperparameters}}"  \
+            --ref_model_path="{{workflow.parameters.cvat-finetune-checkpoint}}"  \
+            --num_classes="{{workflow.parameters.cvat-num-classes}}" \
+          && cd /mnt/src/ \
+          && python prepare_dataset.py /mnt/data/datasets/annotations/instances_default.json
+      command:
+        - sh
+        - -c
+      image: '{{workflow.parameters.tf-image}}'
+      volumeMounts:
+        - mountPath: /mnt/data
+          name: data
+        - mountPath: /mnt/output
+          name: output
+      workingDir: /mnt/src
+    nodeSelector:
+      beta.kubernetes.io/instance-type: '{{workflow.parameters.sys-node-pool}}'
+    sidecars:
+      - name: tensorboard
+        image: tensorflow/tensorflow:2.3.0
+        command: [sh, -c]
+        tty: true
+        args: ["tensorboard --logdir /mnt/output/"]
+        ports:
+          - containerPort: 6006
+            name: tensorboard
+    inputs:
+      artifacts:
+        - name: data
+          path: /mnt/data/datasets/
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
+        - git:
+            repo: '{{workflow.parameters.source}}'
+            revision: "no-boto"
+          name: src
+          path: /mnt/src
+    outputs:
+      artifacts:
+        - name: model
+          optional: true
+          path: /mnt/output
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
+# Uncomment the lines below if you want to send Slack notifications
+#- container:
+#    args:
+#    - SLACK_USERNAME=Onepanel SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}"
+#      SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd
+#      SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify
+#    command:
+#    - sh
+#    - -c
+#    image: technosophos/slack-notify
+#  inputs:
+#    artifacts:
+#    - name: metrics
+#      optional: true
+#      path: /tmp/metrics.json
+#    parameters:
+#    - name: status
+#  name: slack-notify-success
+volumeClaimTemplates:
+  - metadata:
+      creationTimestamp: null
+      name: data
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi
+  - metadata:
+      creationTimestamp: null
+      name: output
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi

db/yaml/maskrcnn/20201208155115.yaml

@@ -0,0 +1,192 @@
+entrypoint: main
+arguments:
+  parameters:
+    - name: source
+      value: https://github.com/onepanelio/Mask_RCNN.git
+      displayName: Model source code
+      type: hidden
+      visibility: private
+
+    - name: cvat-annotation-path
+      value: annotation-dump/sample_dataset
+      hint: Path to annotated data in default object storage (i.e S3). In CVAT, this parameter will be pre-populated.
+      displayName: Dataset path
+      visibility: private
+
+    - name: cvat-output-path
+      value: workflow-data/output/sample_output
+      hint: Path to store output artifacts in default object storage (i.e s3). In CVAT, this parameter will be pre-populated.
+      displayName: Workflow output path
+      visibility: private
+
+    - name: cvat-finetune-checkpoint
+      value: ''
+      hint: Select the last fine-tune checkpoint for this model. It may take up to 5 minutes for a recent checkpoint show here. Leave empty if this is the first time you're training this model.
+      displayName: Checkpoint path
+      visibility: public
+
+    - name: cvat-num-classes
+      displayName: Number of classes
+      hint: Number of classes (i.e in CVAT taks) + 1 for background
+      value: '81'
+      visibility: private
+
+    - name: hyperparameters
+      displayName: Hyperparameters
+      visibility: public
+      type: textarea.textarea
+      value: |-
+        stage-1-epochs=1    #  Epochs for network heads
+        stage-2-epochs=2    #  Epochs for finetune layers
+        stage-3-epochs=3    #  Epochs for all layers
+      hint: "Please refer to our <a href='https://docs.onepanel.ai/docs/getting-started/use-cases/computervision/annotation/cvat/cvat_annotation_model#arguments-optional' target='_blank'>documentation</a> for more information on parameters. Number of classes will be automatically populated if you had 'sys-num-classes' parameter in a workflow."
+
+    - name: dump-format
+      value: cvat_coco
+      displayName: CVAT dump format
+      visibility: public
+
+    - name: tf-image
+      visibility: public
+      value: tensorflow/tensorflow:1.13.1-py3
+      type: select.select
+      displayName: Select TensorFlow image
+      hint: Select the GPU image if you are running on a GPU node pool
+      options:
+        - name: 'TensorFlow 1.13.1 CPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-py3'
+        - name: 'TensorFlow 1.13.1 GPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-gpu-py3'
+
+    - displayName: Node pool
+      hint: Name of node pool or group to run this workflow task
+      type: select.select
+      visibility: public
+      name: sys-node-pool
+      value: Standard_D4s_v3
+      required: true
+      options:
+        - name: 'CPU: 2, RAM: 8GB'
+          value: Standard_D2s_v3
+        - name: 'CPU: 4, RAM: 16GB'
+          value: Standard_D4s_v3
+        - name: 'GPU: 1xK80, CPU: 6, RAM: 56GB'
+          value: Standard_NC6
+templates:
+  - name: main
+    dag:
+      tasks:
+        - name: train-model
+          template: tensorflow
+    # Uncomment the lines below if you want to send Slack notifications
+    #    - arguments:
+    #        artifacts:
+    #        - from: '{{tasks.train-model.outputs.artifacts.sys-metrics}}'
+    #          name: metrics
+    #        parameters:
+    #        - name: status
+    #          value: '{{tasks.train-model.status}}'
+    #      dependencies:
+    #      - train-model
+    #      name: notify-in-slack
+    #      template: slack-notify-success
+  - name: tensorflow
+    container:
+      args:
+        - |
+          apt-get update \
+          && apt-get install -y git wget libglib2.0-0 libsm6 libxext6 libxrender-dev \
+          && pip install -r requirements.txt \
+          && pip install boto3 pyyaml google-cloud-storage \
+          && git clone https://github.com/waleedka/coco \
+          && cd coco/PythonAPI \
+          && python setup.py build_ext install \
+          && rm -rf build \
+          && cd ../../ \
+          && wget https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5 \
+          && python setup.py install && ls \
+          && python samples/coco/cvat.py train --dataset=/mnt/data/datasets \
+            --model=workflow_maskrcnn \
+            --extras="{{workflow.parameters.hyperparameters}}"  \
+            --ref_model_path="{{workflow.parameters.cvat-finetune-checkpoint}}"  \
+            --num_classes="{{workflow.parameters.cvat-num-classes}}" \
+          && cd /mnt/src/ \
+          && python prepare_dataset.py /mnt/data/datasets/annotations/instances_default.json
+      command:
+        - sh
+        - -c
+      image: '{{workflow.parameters.tf-image}}'
+      volumeMounts:
+        - mountPath: /mnt/data
+          name: data
+        - mountPath: /mnt/output
+          name: output
+      workingDir: /mnt/src
+    nodeSelector:
+      beta.kubernetes.io/instance-type: '{{workflow.parameters.sys-node-pool}}'
+    sidecars:
+      - name: tensorboard
+        image: tensorflow/tensorflow:2.3.0
+        command: [sh, -c]
+        env:
+          - name: ONEPANEL_INTERACTIVE_SIDECAR
+            value: 'true'
+        args: ["tensorboard --logdir /mnt/output/"]
+        ports:
+          - containerPort: 6006
+            name: tensorboard
+    inputs:
+      artifacts:
+        - name: data
+          path: /mnt/data/datasets/
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
+        - git:
+            repo: '{{workflow.parameters.source}}'
+            revision: "no-boto"
+          name: src
+          path: /mnt/src
+    outputs:
+      artifacts:
+        - name: model
+          optional: true
+          path: /mnt/output
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
+# Uncomment the lines below if you want to send Slack notifications
+#- container:
+#    args:
+#    - SLACK_USERNAME=Onepanel SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}"
+#      SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd
+#      SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify
+#    command:
+#    - sh
+#    - -c
+#    image: technosophos/slack-notify
+#  inputs:
+#    artifacts:
+#    - name: metrics
+#      optional: true
+#      path: /tmp/metrics.json
+#    parameters:
+#    - name: status
+#  name: slack-notify-success
+volumeClaimTemplates:
+  - metadata:
+      creationTimestamp: null
+      name: data
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi
+  - metadata:
+      creationTimestamp: null
+      name: output
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi

db/yaml/tf_training/20200605090535.yaml

@@ -0,0 +1,75 @@
+entrypoint: main
+arguments:
+  parameters:
+    - name: source
+      value: https://github.com/onepanelio/tensorflow-examples.git
+    - name: command
+      value: "python mnist/main.py --epochs=5"
+volumeClaimTemplates:
+  - metadata:
+      name: data
+    spec:
+      accessModes: [ "ReadWriteOnce" ]
+      resources:
+        requests:
+          storage: 2Gi
+  - metadata:
+      name: output
+    spec:
+      accessModes: [ "ReadWriteOnce" ]
+      resources:
+        requests:
+          storage: 2Gi
+templates:
+  - name: main
+    dag:
+      tasks:
+        - name: train-model
+          template: pytorch
+  # Uncomment section below to send metrics to Slack
+  #      - name: notify-in-slack
+  #        dependencies: [train-model]
+  #        template: slack-notify-success
+  #        arguments:
+  #          parameters:
+  #          - name: status
+  #            value: "{{tasks.train-model.status}}"
+  #          artifacts:
+  #          - name: metrics
+  #            from: "{{tasks.train-model.outputs.artifacts.sys-metrics}}"
+  - name: pytorch
+    inputs:
+      artifacts:
+        - name: src
+          path: /mnt/src
+          git:
+            repo: "{{workflow.parameters.source}}"
+    outputs:
+      artifacts:
+        - name: model
+          path: /mnt/output
+          optional: true
+          archive:
+            none: {}
+    container:
+      image: tensorflow/tensorflow:latest
+      command: [sh,-c]
+      args: ["{{workflow.parameters.command}}"]
+      workingDir: /mnt/src
+      volumeMounts:
+        - name: data
+          mountPath: /mnt/data
+        - name: output
+          mountPath: /mnt/output
+  - name: slack-notify-success
+    container:
+      image: technosophos/slack-notify
+      command: [sh,-c]
+      args: ['SLACK_USERNAME=Worker SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify']
+    inputs:
+      parameters:
+        - name: status
+      artifacts:
+        - name: metrics
+          path: /tmp/metrics.json
+          optional: true

db/yaml/tf_training/20201209124226.yaml

@@ -0,0 +1,70 @@
+arguments:
+  parameters:
+    - name: epochs
+      value: '10'
+entrypoint: main
+templates:
+  - name: main
+    dag:
+      tasks:
+        - name: train-model
+          template: tf-dense
+  - name: tf-dense
+    script:
+      image: tensorflow/tensorflow:2.3.0
+      command:
+        - python
+        - '-u'
+      source: |
+        import tensorflow as tf
+        import datetime
+        mnist = tf.keras.datasets.mnist
+        (x_train, y_train),(x_test, y_test) = mnist.load_data()
+        x_train, x_test = x_train / 255.0, x_test / 255.0
+        def create_model():
+          return tf.keras.models.Sequential([
+            tf.keras.layers.Flatten(input_shape=(28, 28)),
+            tf.keras.layers.Dense(512, activation='relu'),
+            tf.keras.layers.Dropout(0.2),
+            tf.keras.layers.Dense(10, activation='softmax')
+          ])
+        model = create_model()
+        model.compile(optimizer='adam',
+                      loss='sparse_categorical_crossentropy',
+                      metrics=['accuracy'])
+        # Write logs to /mnt/output
+        log_dir = "/mnt/output/logs/" + datetime.datetime.now().strftime("%Y%m%d-%H%M%S")
+        tensorboard_callback = tf.keras.callbacks.TensorBoard(log_dir=log_dir, histogram_freq=1)
+        history = model.fit(x=x_train,
+                  y=y_train,
+                  epochs={{workflow.parameters.epochs}},
+                  validation_data=(x_test, y_test),
+                  callbacks=[tensorboard_callback])
+      volumeMounts:
+        # TensorBoard sidecar will automatically mount this volume
+        - name: output
+          mountPath: /mnt/output
+    sidecars:
+      - name: tensorboard
+        image: 'tensorflow/tensorflow:2.3.0'
+        command:
+          - sh
+          - '-c'
+        env:
+          - name: ONEPANEL_INTERACTIVE_SIDECAR
+            value: 'true'
+        args:
+          # Read logs from /mnt/output - this directory is auto-mounted from volumeMounts
+          - tensorboard --logdir /mnt/output/
+        ports:
+          - containerPort: 6006
+            name: tensorboard
+volumeClaimTemplates:
+  # Provision a volume that can be shared between main container and TensorBoard side car
+  - metadata:
+      name: output
+    spec:
+      accessModes: [ "ReadWriteOnce" ]
+      resources:
+        requests:
+          storage: 2Gi

db/yaml/tfod/20201115134934.yaml

@@ -0,0 +1,221 @@
+entrypoint: main
+arguments:
+  parameters:
+    - name: source
+      value: https://github.com/tensorflow/models.git
+      displayName: Model source code
+      type: hidden
+      visibility: private
+
+    - name: trainingsource
+      value: https://github.com/onepanelio/cvat-training.git
+      type: hidden
+      visibility: private
+
+    - name: revision
+      value: v1.13.0
+      type: hidden
+      visibility: private
+
+    - name: cvat-annotation-path
+      value: annotation-dump/sample_dataset
+      displayName: Dataset path
+      hint: Path to annotated data in default object storage (i.e S3). In CVAT, this parameter will be pre-populated.
+      visibility: private
+
+    - name: cvat-output-path
+      value: workflow-data/output/sample_output
+      hint: Path to store output artifacts in default object storage (i.e s3). In CVAT, this parameter will be pre-populated.
+      displayName: Workflow output path
+      visibility: private
+
+    - name: cvat-model
+      value: frcnn-res50-coco
+      displayName: Model
+      hint: TF Detection API's model to use for training.
+      type: select.select
+      visibility: public
+      options:
+        - name: 'Faster RCNN-ResNet 101-COCO'
+          value: frcnn-res101-coco
+        - name: 'Faster RCNN-ResNet 101-Low Proposal-COCO'
+          value: frcnn-res101-low
+        - name: 'Faster RCNN-ResNet 50-COCO'
+          value: frcnn-res50-coco
+        - name: 'Faster RCNN-NAS-COCO'
+          value: frcnn-nas-coco
+        - name: 'SSD MobileNet V1-COCO'
+          value: ssd-mobilenet-v1-coco2
+        - name: 'SSD MobileNet V2-COCO'
+          value: ssd-mobilenet-v2-coco
+        - name: 'SSDLite MobileNet-COCO'
+          value: ssdlite-mobilenet-coco
+
+    - name: hyperparameters
+      value: |-
+        num-steps=10000
+      displayName: Hyperparameters
+      visibility: public
+      type: textarea.textarea
+      hint: "Please refer to our <a href='https://docs.onepanel.ai/docs/getting-started/use-cases/computervision/annotation/cvat/cvat_annotation_model#arguments-optional' target='_blank'>documentation</a> for more information on parameters. Number of classes will be automatically populated if you had 'sys-num-classes' parameter in a workflow."
+
+    - name: cvat-finetune-checkpoint
+      value: ''
+      hint: Select the last fine-tune checkpoint for this model. It may take up to 5 minutes for a recent checkpoint show here. Leave empty if this is the first time you're training this model.
+      displayName: Checkpoint path
+      visibility: public
+
+    - name: cvat-num-classes
+      value: '81'
+      hint: Number of classes
+      displayName: Number of classes
+      visibility: private
+
+    - name: tf-image
+      value: tensorflow/tensorflow:1.13.1-py3
+      type: select.select
+      displayName: Select TensorFlow image
+      visibility: public
+      hint: Select the GPU image if you are running on a GPU node pool
+      options:
+        - name: 'TensorFlow 1.13.1 CPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-py3'
+        - name: 'TensorFlow 1.13.1 GPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-gpu-py3'
+
+    - displayName: Node pool
+      hint: Name of node pool or group to run this workflow task
+      type: select.select
+      name: sys-node-pool
+      value: Standard_D4s_v3
+      visibility: public
+      required: true
+      options:
+        - name: 'CPU: 2, RAM: 8GB'
+          value: Standard_D2s_v3
+        - name: 'CPU: 4, RAM: 16GB'
+          value: Standard_D4s_v3
+        - name: 'GPU: 1xK80, CPU: 6, RAM: 56GB'
+          value: Standard_NC6
+    - name: dump-format
+      value: cvat_tfrecord
+      visibility: public
+templates:
+  - name: main
+    dag:
+      tasks:
+        - name: train-model
+          template: tensorflow
+    # Uncomment the lines below if you want to send Slack notifications
+    #    - arguments:
+    #        artifacts:
+    #        - from: '{{tasks.train-model.outputs.artifacts.sys-metrics}}'
+    #          name: metrics
+    #        parameters:
+    #        - name: status
+    #          value: '{{tasks.train-model.status}}'
+    #      dependencies:
+    #      - train-model
+    #      name: notify-in-slack
+    #      template: slack-notify-success
+  - name: tensorflow
+    container:
+      args:
+        - |
+          apt-get update && \
+          apt-get install -y python3-pip git wget unzip libglib2.0-0 libsm6 libxext6 libxrender-dev && \
+          pip install pillow lxml Cython contextlib2 jupyter matplotlib numpy scipy boto3 pycocotools pyyaml google-cloud-storage && \
+          cd /mnt/src/tf/research && \
+          export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim && \
+          cd /mnt/src/train && \
+          python convert_workflow.py \
+            --extras="{{workflow.parameters.hyperparameters}}" \
+            --model="{{workflow.parameters.cvat-model}}" \
+            --num_classes="{{workflow.parameters.cvat-num-classes}}" \
+            --sys_finetune_checkpoint={{workflow.parameters.cvat-finetune-checkpoint}}
+      command:
+        - sh
+        - -c
+      image: '{{workflow.parameters.tf-image}}'
+      volumeMounts:
+        - mountPath: /mnt/data
+          name: data
+        - mountPath: /mnt/output
+          name: output
+      workingDir: /mnt/src
+    nodeSelector:
+      beta.kubernetes.io/instance-type: '{{workflow.parameters.sys-node-pool}}'
+    sidecars:
+      - name: tensorboard
+        image: tensorflow/tensorflow:2.3.0
+        command: [sh, -c]
+        tty: true
+        args: ["tensorboard --logdir /mnt/output/"]
+        ports:
+          - containerPort: 6006
+            name: tensorboard
+    inputs:
+      artifacts:
+        - name: data
+          path: /mnt/data/datasets/
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
+        - name: models
+          path: /mnt/data/models/
+          optional: true
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-finetune-checkpoint}}'
+        - git:
+            repo: '{{workflow.parameters.source}}'
+            revision: '{{workflow.parameters.revision}}'
+          name: src
+          path: /mnt/src/tf
+        - git:
+            repo: '{{workflow.parameters.trainingsource}}'
+            revision: 'optional-artifacts'
+          name: tsrc
+          path: /mnt/src/train
+    outputs:
+      artifacts:
+        - name: model
+          optional: true
+          path: /mnt/output
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
+# Uncomment the lines below if you want to send Slack notifications
+#- container:
+#    args:
+#    - SLACK_USERNAME=Onepanel SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}"
+#      SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd
+#      SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify
+#    command:
+#    - sh
+#    - -c
+#    image: technosophos/slack-notify
+#  inputs:
+#    artifacts:
+#    - name: metrics
+#      optional: true
+#      path: /tmp/metrics.json
+#    parameters:
+#    - name: status
+#  name: slack-notify-success
+volumeClaimTemplates:
+  - metadata:
+      creationTimestamp: null
+      name: data
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi
+  - metadata:
+      creationTimestamp: null
+      name: output
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi

db/yaml/tfod/20201130130433.yaml

@@ -0,0 +1,221 @@
+entrypoint: main
+arguments:
+  parameters:
+    - name: source
+      value: https://github.com/tensorflow/models.git
+      displayName: Model source code
+      type: hidden
+      visibility: private
+
+    - name: trainingsource
+      value: https://github.com/onepanelio/cvat-training.git
+      type: hidden
+      visibility: private
+
+    - name: revision
+      value: v1.13.0
+      type: hidden
+      visibility: private
+
+    - name: cvat-annotation-path
+      value: annotation-dump/sample_dataset
+      displayName: Dataset path
+      hint: Path to annotated data in default object storage (i.e S3). In CVAT, this parameter will be pre-populated.
+      visibility: private
+
+    - name: cvat-output-path
+      value: workflow-data/output/sample_output
+      hint: Path to store output artifacts in default object storage (i.e s3). In CVAT, this parameter will be pre-populated.
+      displayName: Workflow output path
+      visibility: private
+
+    - name: cvat-model
+      value: frcnn-res50-coco
+      displayName: Model
+      hint: TF Detection API's model to use for training.
+      type: select.select
+      visibility: public
+      options:
+        - name: 'Faster RCNN-ResNet 101-COCO'
+          value: frcnn-res101-coco
+        - name: 'Faster RCNN-ResNet 101-Low Proposal-COCO'
+          value: frcnn-res101-low
+        - name: 'Faster RCNN-ResNet 50-COCO'
+          value: frcnn-res50-coco
+        - name: 'Faster RCNN-NAS-COCO'
+          value: frcnn-nas-coco
+        - name: 'SSD MobileNet V1-COCO'
+          value: ssd-mobilenet-v1-coco2
+        - name: 'SSD MobileNet V2-COCO'
+          value: ssd-mobilenet-v2-coco
+        - name: 'SSDLite MobileNet-COCO'
+          value: ssdlite-mobilenet-coco
+
+    - name: hyperparameters
+      value: |-
+        num-steps=10000
+      displayName: Hyperparameters
+      visibility: public
+      type: textarea.textarea
+      hint: "Please refer to our <a href='https://docs.onepanel.ai/docs/getting-started/use-cases/computervision/annotation/cvat/cvat_annotation_model#arguments-optional' target='_blank'>documentation</a> for more information on parameters. Number of classes will be automatically populated if you had 'sys-num-classes' parameter in a workflow."
+
+    - name: cvat-finetune-checkpoint
+      value: ''
+      hint: Select the last fine-tune checkpoint for this model. It may take up to 5 minutes for a recent checkpoint show here. Leave empty if this is the first time you're training this model.
+      displayName: Checkpoint path
+      visibility: public
+
+    - name: cvat-num-classes
+      value: '81'
+      hint: Number of classes
+      displayName: Number of classes
+      visibility: private
+
+    - name: tf-image
+      value: tensorflow/tensorflow:1.13.1-py3
+      type: select.select
+      displayName: Select TensorFlow image
+      visibility: public
+      hint: Select the GPU image if you are running on a GPU node pool
+      options:
+        - name: 'TensorFlow 1.13.1 CPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-py3'
+        - name: 'TensorFlow 1.13.1 GPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-gpu-py3'
+
+    - displayName: Node pool
+      hint: Name of node pool or group to run this workflow task
+      type: select.select
+      name: sys-node-pool
+      value: Standard_D4s_v3
+      visibility: public
+      required: true
+      options:
+        - name: 'CPU: 2, RAM: 8GB'
+          value: Standard_D2s_v3
+        - name: 'CPU: 4, RAM: 16GB'
+          value: Standard_D4s_v3
+        - name: 'GPU: 1xK80, CPU: 6, RAM: 56GB'
+          value: Standard_NC6
+    - name: dump-format
+      value: cvat_tfrecord
+      visibility: public
+templates:
+  - name: main
+    dag:
+      tasks:
+        - name: train-model
+          template: tensorflow
+    # Uncomment the lines below if you want to send Slack notifications
+    #    - arguments:
+    #        artifacts:
+    #        - from: '{{tasks.train-model.outputs.artifacts.sys-metrics}}'
+    #          name: metrics
+    #        parameters:
+    #        - name: status
+    #          value: '{{tasks.train-model.status}}'
+    #      dependencies:
+    #      - train-model
+    #      name: notify-in-slack
+    #      template: slack-notify-success
+  - name: tensorflow
+    container:
+      args:
+        - |
+          apt-get update && \
+          apt-get install -y python3-pip git wget unzip libglib2.0-0 libsm6 libxext6 libxrender-dev && \
+          pip install pillow lxml Cython contextlib2 jupyter matplotlib numpy scipy boto3 pycocotools pyyaml google-cloud-storage && \
+          cd /mnt/src/tf/research && \
+          export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim && \
+          cd /mnt/src/train && \
+          python convert_workflow.py \
+            --extras="{{workflow.parameters.hyperparameters}}" \
+            --model="{{workflow.parameters.cvat-model}}" \
+            --num_classes="{{workflow.parameters.cvat-num-classes}}" \
+            --sys_finetune_checkpoint={{workflow.parameters.cvat-finetune-checkpoint}}
+      command:
+        - sh
+        - -c
+      image: '{{workflow.parameters.tf-image}}'
+      volumeMounts:
+        - mountPath: /mnt/data
+          name: data
+        - mountPath: /mnt/output
+          name: output
+      workingDir: /mnt/src
+    nodeSelector:
+      beta.kubernetes.io/instance-type: '{{workflow.parameters.sys-node-pool}}'
+    sidecars:
+      - name: tensorboard
+        image: tensorflow/tensorflow:2.3.0
+        command: [sh, -c]
+        tty: true
+        args: ["tensorboard --logdir /mnt/output/"]
+        ports:
+          - containerPort: 6006
+            name: tensorboard
+    inputs:
+      artifacts:
+        - name: data
+          path: /mnt/data/datasets/
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
+        - name: models
+          path: /mnt/data/models/
+          optional: true
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.parameters.cvat-finetune-checkpoint}}'
+        - git:
+            repo: '{{workflow.parameters.source}}'
+            revision: '{{workflow.parameters.revision}}'
+          name: src
+          path: /mnt/src/tf
+        - git:
+            repo: '{{workflow.parameters.trainingsource}}'
+            revision: 'optional-artifacts'
+          name: tsrc
+          path: /mnt/src/train
+    outputs:
+      artifacts:
+        - name: model
+          optional: true
+          path: /mnt/output
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
+# Uncomment the lines below if you want to send Slack notifications
+#- container:
+#    args:
+#    - SLACK_USERNAME=Onepanel SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}"
+#      SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd
+#      SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify
+#    command:
+#    - sh
+#    - -c
+#    image: technosophos/slack-notify
+#  inputs:
+#    artifacts:
+#    - name: metrics
+#      optional: true
+#      path: /tmp/metrics.json
+#    parameters:
+#    - name: status
+#  name: slack-notify-success
+volumeClaimTemplates:
+  - metadata:
+      creationTimestamp: null
+      name: data
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi
+  - metadata:
+      creationTimestamp: null
+      name: output
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi

db/yaml/tfod/20201208155115.yaml

@@ -0,0 +1,223 @@
+entrypoint: main
+arguments:
+  parameters:
+    - name: source
+      value: https://github.com/tensorflow/models.git
+      displayName: Model source code
+      type: hidden
+      visibility: private
+
+    - name: trainingsource
+      value: https://github.com/onepanelio/cvat-training.git
+      type: hidden
+      visibility: private
+
+    - name: revision
+      value: v1.13.0
+      type: hidden
+      visibility: private
+
+    - name: cvat-annotation-path
+      value: annotation-dump/sample_dataset
+      displayName: Dataset path
+      hint: Path to annotated data in default object storage (i.e S3). In CVAT, this parameter will be pre-populated.
+      visibility: private
+
+    - name: cvat-output-path
+      value: workflow-data/output/sample_output
+      hint: Path to store output artifacts in default object storage (i.e s3). In CVAT, this parameter will be pre-populated.
+      displayName: Workflow output path
+      visibility: private
+
+    - name: cvat-model
+      value: frcnn-res50-coco
+      displayName: Model
+      hint: TF Detection API's model to use for training.
+      type: select.select
+      visibility: public
+      options:
+        - name: 'Faster RCNN-ResNet 101-COCO'
+          value: frcnn-res101-coco
+        - name: 'Faster RCNN-ResNet 101-Low Proposal-COCO'
+          value: frcnn-res101-low
+        - name: 'Faster RCNN-ResNet 50-COCO'
+          value: frcnn-res50-coco
+        - name: 'Faster RCNN-NAS-COCO'
+          value: frcnn-nas-coco
+        - name: 'SSD MobileNet V1-COCO'
+          value: ssd-mobilenet-v1-coco2
+        - name: 'SSD MobileNet V2-COCO'
+          value: ssd-mobilenet-v2-coco
+        - name: 'SSDLite MobileNet-COCO'
+          value: ssdlite-mobilenet-coco
+
+    - name: hyperparameters
+      value: |-
+        num-steps=10000
+      displayName: Hyperparameters
+      visibility: public
+      type: textarea.textarea
+      hint: "Please refer to our <a href='https://docs.onepanel.ai/docs/getting-started/use-cases/computervision/annotation/cvat/cvat_annotation_model#arguments-optional' target='_blank'>documentation</a> for more information on parameters. Number of classes will be automatically populated if you had 'sys-num-classes' parameter in a workflow."
+
+    - name: cvat-finetune-checkpoint
+      value: ''
+      hint: Select the last fine-tune checkpoint for this model. It may take up to 5 minutes for a recent checkpoint show here. Leave empty if this is the first time you're training this model.
+      displayName: Checkpoint path
+      visibility: public
+
+    - name: cvat-num-classes
+      value: '81'
+      hint: Number of classes
+      displayName: Number of classes
+      visibility: private
+
+    - name: tf-image
+      value: tensorflow/tensorflow:1.13.1-py3
+      type: select.select
+      displayName: Select TensorFlow image
+      visibility: public
+      hint: Select the GPU image if you are running on a GPU node pool
+      options:
+        - name: 'TensorFlow 1.13.1 CPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-py3'
+        - name: 'TensorFlow 1.13.1 GPU Image'
+          value: 'tensorflow/tensorflow:1.13.1-gpu-py3'
+
+    - displayName: Node pool
+      hint: Name of node pool or group to run this workflow task
+      type: select.select
+      name: sys-node-pool
+      value: Standard_D4s_v3
+      visibility: public
+      required: true
+      options:
+        - name: 'CPU: 2, RAM: 8GB'
+          value: Standard_D2s_v3
+        - name: 'CPU: 4, RAM: 16GB'
+          value: Standard_D4s_v3
+        - name: 'GPU: 1xK80, CPU: 6, RAM: 56GB'
+          value: Standard_NC6
+    - name: dump-format
+      value: cvat_tfrecord
+      visibility: public
+templates:
+  - name: main
+    dag:
+      tasks:
+        - name: train-model
+          template: tensorflow
+    # Uncomment the lines below if you want to send Slack notifications
+    #    - arguments:
+    #        artifacts:
+    #        - from: '{{tasks.train-model.outputs.artifacts.sys-metrics}}'
+    #          name: metrics
+    #        parameters:
+    #        - name: status
+    #          value: '{{tasks.train-model.status}}'
+    #      dependencies:
+    #      - train-model
+    #      name: notify-in-slack
+    #      template: slack-notify-success
+  - name: tensorflow
+    container:
+      args:
+        - |
+          apt-get update && \
+          apt-get install -y python3-pip git wget unzip libglib2.0-0 libsm6 libxext6 libxrender-dev && \
+          pip install pillow lxml Cython contextlib2 jupyter matplotlib numpy scipy boto3 pycocotools pyyaml google-cloud-storage && \
+          cd /mnt/src/tf/research && \
+          export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim && \
+          cd /mnt/src/train && \
+          python convert_workflow.py \
+            --extras="{{workflow.parameters.hyperparameters}}" \
+            --model="{{workflow.parameters.cvat-model}}" \
+            --num_classes="{{workflow.parameters.cvat-num-classes}}" \
+            --sys_finetune_checkpoint={{workflow.parameters.cvat-finetune-checkpoint}}
+      command:
+        - sh
+        - -c
+      image: '{{workflow.parameters.tf-image}}'
+      volumeMounts:
+        - mountPath: /mnt/data
+          name: data
+        - mountPath: /mnt/output
+          name: output
+      workingDir: /mnt/src
+    nodeSelector:
+      beta.kubernetes.io/instance-type: '{{workflow.parameters.sys-node-pool}}'
+    sidecars:
+      - name: tensorboard
+        image: tensorflow/tensorflow:2.3.0
+        command: [sh, -c]
+        env:
+          - name: ONEPANEL_INTERACTIVE_SIDECAR
+            value: 'true'
+        args: ["tensorboard --logdir /mnt/output/"]
+        ports:
+          - containerPort: 6006
+            name: tensorboard
+    inputs:
+      artifacts:
+        - name: data
+          path: /mnt/data/datasets/
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
+        - name: models
+          path: /mnt/data/models/
+          optional: true
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.parameters.cvat-finetune-checkpoint}}'
+        - git:
+            repo: '{{workflow.parameters.source}}'
+            revision: '{{workflow.parameters.revision}}'
+          name: src
+          path: /mnt/src/tf
+        - git:
+            repo: '{{workflow.parameters.trainingsource}}'
+            revision: 'optional-artifacts'
+          name: tsrc
+          path: /mnt/src/train
+    outputs:
+      artifacts:
+        - name: model
+          optional: true
+          path: /mnt/output
+          {{.ArtifactRepositoryType}}:
+            key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
+# Uncomment the lines below if you want to send Slack notifications
+#- container:
+#    args:
+#    - SLACK_USERNAME=Onepanel SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}"
+#      SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd
+#      SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify
+#    command:
+#    - sh
+#    - -c
+#    image: technosophos/slack-notify
+#  inputs:
+#    artifacts:
+#    - name: metrics
+#      optional: true
+#      path: /tmp/metrics.json
+#    parameters:
+#    - name: status
+#  name: slack-notify-success
+volumeClaimTemplates:
+  - metadata:
+      creationTimestamp: null
+      name: data
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi
+  - metadata:
+      creationTimestamp: null
+      name: output
+    spec:
+      accessModes:
+        - ReadWriteOnce
+      resources:
+        requests:
+          storage: 200Gi

db/yaml/vscode/20200929144301.yaml

@@ -0,0 +1,41 @@
+# Docker containers that are part of the Workspace
+containers:
+  - name: vscode
+    image: onepanel/vscode:1.0.0
+    command: ["/bin/bash", "-c", "pip install onepanel-sdk && /usr/bin/entrypoint.sh --bind-addr 0.0.0.0:8080 --auth none ."]
+    ports:
+      - containerPort: 8080
+        name: vscode
+    volumeMounts:
+      - name: data
+        mountPath: /data
+ports:
+  - name: vscode
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+routes:
+  - match:
+      - uri:
+          prefix: / #vscode runs at the default route
+    route:
+      - destination:
+          port:
+            number: 8080
+# DAG Workflow to be executed once a Workspace action completes (optional)
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  -  name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c

db/yaml/vscode/20201028145443.yaml

@@ -0,0 +1,60 @@
+# Docker containers that are part of the Workspace
+containers:
+  - name: vscode
+    image: onepanel/vscode:1.0.0
+    command: ["/bin/bash", "-c", "pip install onepanel-sdk && /usr/bin/entrypoint.sh --bind-addr 0.0.0.0:8080 --auth none ."]
+    ports:
+      - containerPort: 8080
+        name: vscode
+    volumeMounts:
+      - name: data
+        mountPath: /data
+    lifecycle:
+      postStart:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              condayml="/data/.environment.yml";
+              vscodetxt="/data/.vscode-extensions.txt";
+              if [ -f "$condayml" ]; then conda env update -f $condayml; fi;
+              if [ -f "$vscodetxt" ]; then cat $vscodetxt | xargs -n 1 code-server --install-extension; fi;
+      preStop:
+        exec:
+          command:
+            - /bin/sh
+            - -c
+            - >
+              conda env export > /data/.environment.yml -n base;
+              code-server --list-extensions | tail -n +2 > /data/.vscode-extensions.txt;
+ports:
+  - name: vscode
+    port: 8080
+    protocol: TCP
+    targetPort: 8080
+routes:
+  - match:
+      - uri:
+          prefix: / #vscode runs at the default route
+    route:
+      - destination:
+          port:
+            number: 8080
+# DAG Workflow to be executed once a Workspace action completes (optional)
+#postExecutionWorkflow:
+#  entrypoint: main
+#  templates:
+#  - name: main
+#    dag:
+#       tasks:
+#       - name: slack-notify
+#         template: slack-notify
+#  -  name: slack-notify
+#     container:
+#       image: technosophos/slack-notify
+#       args:
+#       - SLACK_USERNAME=onepanel SLACK_TITLE="Your workspace is ready" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE="Your workspace is now running" ./slack-notify
+#       command:
+#       - sh
+#       - -c

design-docs/Persist Packages during Workspace Switch or Update.md

@@ -0,0 +1,46 @@
+# Background
+A user may install pip packages, conda packages, jupyterlab extensions,
+or vscode extensions.
+
+To improve the user experience, we should save these packages
+when the user pauses and resumes the workspace.
+- And when the user changes the workspace machine.
+
+To achieve this end, we’re using lifecycle hooks for containers, via Kubernetes.
+
+We’ll add these hooks to workspace templates, to VSCode and JupyterLab.
+
+Note: We're not supporting CVAT Workspace persistence.
+- User does not have access to the terminal through the UI.
+
+# Problem(s)
+Originally, we attempted to tar up the packages of conda, vscode, and jupyter.
+This worked, but ate non-trivial amount of space. Roughly ~2 GB with a clean workspace,
+using our dockerfile image.
+- So we'd need to warn the user to have enough space for their volume mounts
+- We'd also have to warn the user that if there is not enough space, the packages
+may not persist.
+
+The other problem was we needed to extend the terminationGracePeriodSeconds of the
+pod.
+- K8s sets 30 seconds by default
+
+We use the preStop hook to do the back-up.
+- This operation runs for 2-3 minutes on a clean workspace image
+- For a user with more packages, it would take longer.
+- k8s will grant a 2 second increase once, if preStop is not done.
+
+Otherwise, k8s kills the preStop hook and the container.
+
+We thought about exposing the terminationGracePeriodSeconds to the user,
+allow them to change this value as needed.
+
+And lastly, k8s will wait the entire grace period.
+- Even if the preStop hook finishes early, k8s will wait to kill the container.
+- In testing, k8s waited 20 minutes before terminating the container
+
+So we decided to export the list of installed packages, as a text file.
+- Then, we re-install on workspace start-up with postStart hook.
+
+# References
+- https://github.com/onepanelio/core/issues/623

go.mod

@@ -15,6 +15,7 @@ require (
 	github.com/ghodss/yaml v1.0.0
 	github.com/go-sql-driver/mysql v1.5.0 // indirect
 	github.com/golang/protobuf v1.4.1
+	github.com/google/uuid v1.1.2
 	github.com/gorilla/handlers v1.4.2
 	github.com/grpc-ecosystem/go-grpc-middleware v1.2.0
 	github.com/grpc-ecosystem/grpc-gateway v1.14.4

go.sum

@@ -221,6 +221,8 @@ github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm4
 github.com/google/uuid v1.0.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/google/uuid v1.1.1 h1:Gkbcsh/GbpXz7lPftLA3P6TYMwjCLYm83jiFQZF/3gY=
 github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
+github.com/google/uuid v1.1.2 h1:EVhdT+1Kseyi1/pUmXKaFxYsDNy9RQYkMWRH68J/W7Y=
+github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/googleapis/gax-go/v2 v2.0.4/go.mod h1:0Wqv26UfaUD9n4G6kQubkQ+KchISgw+vpHVxEJEs9eg=
 github.com/googleapis/gax-go/v2 v2.0.5 h1:sjZBwGj9Jlw33ImPtvFviGYvseOtDM7hkSKB7+Tv3SM=
 github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk=
@@ -766,4 +768,4 @@ sigs.k8s.io/structured-merge-diff v0.0.0-20190525122527-15d366b2352e/go.mod h1:w
 sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o=
 sigs.k8s.io/yaml v1.2.0 h1:kr/MCeFWJWTwyaHoR9c8EjH9OumOmoF9YGiZd7lFm/Q=
 sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc=
-upper.io/db.v3 v3.6.3+incompatible/go.mod h1:FgTdD24eBjJAbPKsQSiHUNgXjOR4Lub3u1UMHSIh82Y=
+upper.io/db.v3 v3.6.3+incompatible/go.mod h1:FgTdD24eBjJAbPKsQSiHUNgXjOR4Lub3u1UMHSIh82Y=

main.go

@@ -4,20 +4,6 @@ import (
 	"context"
 	"flag"
 	"fmt"
-	"google.golang.org/grpc/codes"
-	"google.golang.org/grpc/status"
-	corev1 "k8s.io/api/core/v1"
-	apiv1 "k8s.io/apimachinery/pkg/apis/meta/v1"
-	"k8s.io/apimachinery/pkg/fields"
-	k8runtime "k8s.io/apimachinery/pkg/runtime"
-	"k8s.io/apimachinery/pkg/watch"
-	"k8s.io/client-go/tools/cache"
-	"math"
-	"net"
-	"net/http"
-	"path/filepath"
-	"strings"
-
 	"github.com/gorilla/handlers"
 	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
 	grpc_logrus "github.com/grpc-ecosystem/go-grpc-middleware/logging/logrus"
@@ -34,6 +20,19 @@ import (
 	log "github.com/sirupsen/logrus"
 	"github.com/tmc/grpc-websocket-proxy/wsproxy"
 	"google.golang.org/grpc"
+	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
+	corev1 "k8s.io/api/core/v1"
+	apiv1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/fields"
+	k8runtime "k8s.io/apimachinery/pkg/runtime"
+	"k8s.io/apimachinery/pkg/watch"
+	"k8s.io/client-go/tools/cache"
+	"math"
+	"net"
+	"net/http"
+	"path/filepath"
+	"strings"
 )
 
 var (

pkg/client.go

@@ -4,6 +4,8 @@ import (
 	"fmt"
 	sq "github.com/Masterminds/squirrel"
 	argoprojv1alpha1 "github.com/argoproj/argo/pkg/client/clientset/versioned/typed/workflow/v1alpha1"
+	"github.com/jmoiron/sqlx"
+	"github.com/onepanelio/core/pkg/util/env"
 	"github.com/onepanelio/core/pkg/util/gcs"
 	"github.com/onepanelio/core/pkg/util/router"
 	"github.com/onepanelio/core/pkg/util/s3"
@@ -11,6 +13,8 @@ import (
 	"k8s.io/client-go/kubernetes"
 	"k8s.io/client-go/rest"
 	"k8s.io/client-go/tools/clientcmd"
+	"strconv"
+	"time"
 )
 
 type Config = rest.Config
@@ -18,6 +22,7 @@ type Config = rest.Config
 var sb = sq.StatementBuilder.PlaceholderFormat(sq.Dollar)
 
 type Client struct {
+	Token string
 	kubernetes.Interface
 	argoprojV1alpha1 argoprojv1alpha1.ArgoprojV1alpha1Interface
 	*DB
@@ -38,6 +43,37 @@ func NewConfig() (config *Config) {
 	return
 }
 
+// GetDefaultClient loads a default k8s client
+func GetDefaultClient() (*Client, error) {
+	kubeConfig := NewConfig()
+	client, err := NewClient(kubeConfig, nil, nil)
+	if err != nil {
+		return nil, err
+	}
+	config, err := client.GetSystemConfig()
+	if err != nil {
+		return nil, err
+	}
+
+	dbDriverName, dbDataSourceName := config.DatabaseConnection()
+	client.DB = NewDB(sqlx.MustConnect(dbDriverName, dbDataSourceName))
+
+	return client, nil
+}
+
+// GetDefaultClientWithDB loads a default k8s client with an existing DB
+func GetDefaultClientWithDB(db *DB) (*Client, error) {
+	kubeConfig := NewConfig()
+	client, err := NewClient(kubeConfig, nil, nil)
+	if err != nil {
+		return nil, err
+	}
+
+	client.DB = db
+
+	return client, nil
+}
+
 // NewClient creates a client to interact with the Onepanel system.
 // It includes access to the database, kubernetes, argo, and configuration.
 func NewClient(config *Config, db *DB, systemConfig SystemConfig) (client *Client, err error) {
@@ -49,6 +85,8 @@ func NewClient(config *Config, db *DB, systemConfig SystemConfig) (client *Clien
 		config.CertFile = ""
 	}
 
+	config.Timeout = getKubernetesTimeout()
+
 	kubeClient, err := kubernetes.NewForConfig(config)
 	if err != nil {
 		return
@@ -113,3 +151,18 @@ func (c *Client) GetWebRouter() (router.Web, error) {
 
 	return webRouter, err
 }
+
+// getKubernetesTimeout returns the timeout for kubernetes requests.
+// It uses the KUBERNETES_TIMEOUT environment variable and defaults to 60 seconds if not found or an error occurs
+// parsing the set timeout.
+func getKubernetesTimeout() time.Duration {
+	timeoutSeconds := env.Get("KUBERNETES_TIMEOUT", "60")
+
+	timeout, err := strconv.Atoi(timeoutSeconds)
+	if err != nil {
+		log.Warn("Unable to parse KUBERNETES_TIMEOUT environment variable. Defaulting to 60 seconds")
+		return 60 * time.Second
+	}
+
+	return time.Duration(timeout) * time.Second
+}

pkg/client_test.go

@@ -100,7 +100,6 @@ func DefaultTestClient() *Client {
 func clearDatabase(t *testing.T) {
 	// We do not delete from goose_db_version as we need it to mark the migrations as ran.
 	query := `
-		DELETE FROM labels;
 		DELETE FROM workspaces;
 		DELETE FROM workflow_executions;
 		DELETE FROM cron_workflows;

pkg/common_types_test.go

@@ -48,8 +48,8 @@ func TestParseParametersFromManifest(t *testing.T) {
 	// Make sure visibility is set
 	assert.Equal(t, *keyedParameters["dataset-path"].Visibility, "public")
 
-	// Make sure visibility is not set if omitted
-	assert.Nil(t, keyedParameters["tf-image"].Visibility)
+	// Make sure visibility is public if omitted
+	assert.Equal(t, *keyedParameters["tf-image"].Visibility, "public")
 
 	// Make sure numbers, slashes, dashes, and letters are parsed correctly
 	assert.Equal(t, *keyedParameters["tf-image"].Value, "tensorflow/tensorflow:1.13.1-py3")

pkg/config_types.go

@@ -3,13 +3,12 @@ package v1
 import (
 	"encoding/base64"
 	"fmt"
-	"strings"
-
 	"github.com/onepanelio/core/pkg/util/ptr"
 	log "github.com/sirupsen/logrus"
 	"gopkg.in/yaml.v3"
 	corev1 "k8s.io/api/core/v1"
 	k8yaml "sigs.k8s.io/yaml"
+	"strings"
 )
 
 // SystemConfig is configuration loaded from kubernetes config and secrets that includes information about the
@@ -38,6 +37,12 @@ func NewSystemConfig(configMap *ConfigMap, secret *Secret) (config SystemConfig,
 	}
 	config["databasePassword"] = string(databasePassword)
 
+	hmac, err := base64.StdEncoding.DecodeString(secret.Data["hmac"])
+	if err != nil {
+		return
+	}
+	config["hmac"] = string(hmac)
+
 	return
 }
 
@@ -183,6 +188,16 @@ func (s SystemConfig) UpdateNodePoolOptions(parameters []Parameter) ([]Parameter
 	return result, nil
 }
 
+// HMACKey gets the HMAC value, or nil.
+func (s SystemConfig) HMACKey() []byte {
+	hmac := s.GetValue("hmac")
+	if hmac == nil {
+		return []byte{}
+	}
+
+	return []byte(*hmac)
+}
+
 // ArtifactRepositoryS3Provider is meant to be used
 // by the CLI. CLI will marshal this struct into the correct
 // YAML structure for k8s configmap / secret.

pkg/cron_workflow.go

@@ -7,7 +7,7 @@ import (
 	argojson "github.com/argoproj/pkg/json"
 	"github.com/onepanelio/core/pkg/util"
 	"github.com/onepanelio/core/pkg/util/label"
-	"github.com/onepanelio/core/pkg/util/pagination"
+	"github.com/onepanelio/core/pkg/util/request/pagination"
 	uid2 "github.com/onepanelio/core/pkg/util/uid"
 	log "github.com/sirupsen/logrus"
 	"google.golang.org/grpc/codes"
@@ -433,7 +433,6 @@ func (c *Client) createCronWorkflow(namespace string, workflowTemplateId *uint64
 	if err != nil {
 		return
 	}
-
 	createdCronWorkflow, err = c.ArgoprojV1alpha1().CronWorkflows(namespace).Create(cwf)
 	if err != nil {
 		return nil, err