Merge pull request #739 from Vafilor/fix/metrics.migration

fix: issue where previous metrics migration was using incorrect format
fix: issue where previous metrics migration was using old design for metrics column
2025-10-31 08:46:20 +08:00 · 2020-11-18 20:19:55 -08:00 · 2020-11-18 20:10:26 -08:00 · 2020-11-18 12:40:06 -08:00 · 2020-11-18 11:12:16 -08:00 · 2020-11-18 11:03:09 -08:00
33 changed files with 3118 additions and 377 deletions
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 [![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-dicussions-01579b)](https://github.com/onepanelio/core/discussions)
+[![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)

 Production scale vision AI platform with fully integrated components for model building, automated labeling, data processing and model training pipelines.
@@ -22,8 +22,8 @@ Production scale vision AI platform with fully integrated components for model b
 -  Scalability, flexibility and resiliency of Kubernetes without the deployment and configuration complexities

 ## Features
-  Annotate images and video with automatic annotation of bounding boxes and polygon masks, integrated with training pipelines to iteratively improve models for pre-annotation and inference.
-  JupyterLab configured with extensions for debugging, Git/GitHub, notebook diffing and TensorBoard and support for Conda, OpenCV, Tensorflow and PyTorch with GPU and <a href="https://github.com/onepanelio/templates/tree/master/workspaces/jupyterlab">much more</a>.
+-  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.
@@ -51,7 +51,7 @@ See [documentation](https://docs.onepanel.ai) to get started or for more detaile

 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 [GitHub discussions](https://github.com/onepanelio/core/discussions).
+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

@@ -74,8 +74,8 @@ Onepanel seamlessly integrates the following excellent open source projects. We

 [Argo](https://github.com/argoproj/argo)\
 [CVAT](https://github.com/opencv/cvat)\
-[JupyterLab](https://github.com/jupyterlab/jupyterlab)
-
+[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).
--- a/api/api.swagger.json
+++ b/api/api.swagger.json
@@ -3,7 +3,7 @@
  "info": {
    "title": "Onepanel",
    "description": "Onepanel API",
-    "version": "0.15.0",
+    "version": "0.16.0",
    "contact": {
      "name": "Onepanel project",
      "url": "https://github.com/onepanelio/core"
@@ -1240,6 +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",
@@ -2818,6 +2904,27 @@
        }
      }
    },
+    "AddWorkflowExecutionsMetricsRequest": {
+      "type": "object",
+      "properties": {
+        "namespace": {
+          "type": "string"
+        },
+        "uid": {
+          "type": "string"
+        },
+        "override": {
+          "type": "boolean",
+          "format": "boolean"
+        },
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
+        }
+      }
+    },
    "ArchiveWorkflowTemplateResponse": {
      "type": "object",
      "properties": {
@@ -3526,6 +3633,23 @@
        }
      }
    },
+    "UpdateWorkflowExecutionsMetricsRequest": {
+      "type": "object",
+      "properties": {
+        "namespace": {
+          "type": "string"
+        },
+        "uid": {
+          "type": "string"
+        },
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
+        }
+      }
+    },
    "UpdateWorkspaceBody": {
      "type": "object",
      "properties": {
@@ -3584,6 +3708,12 @@
        },
        "metadata": {
          "$ref": "#/definitions/WorkflowExecutionMetadata"
+        },
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
        }
      }
    },
@@ -3631,6 +3761,17 @@
        }
      }
    },
+    "WorkflowExecutionsMetricsResponse": {
+      "type": "object",
+      "properties": {
+        "metrics": {
+          "type": "array",
+          "items": {
+            "$ref": "#/definitions/Metric"
+          }
+        }
+      }
+    },
    "WorkflowTemplate": {
      "type": "object",
      "properties": {
--- a/api/auth.pb.go
+++ b/api/auth.pb.go
@@ -489,30 +489,30 @@ var file_auth_proto_rawDesc = []byte{
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+	0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }

 var (
@@ -675,6 +675,7 @@ 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 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)
@@ -688,6 +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...)
@@ -717,6 +719,7 @@ 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)
--- a/api/auth.proto
+++ b/api/auth.proto
@@ -11,6 +11,7 @@ service AuthService {
            post: "/apis/v1beta1/auth/token"
            body: "*"
        };
+        option deprecated = true;
    }

    rpc GetAccessToken(GetAccessTokenRequest) returns (GetAccessTokenResponse) {
--- a/api/workflow.pb.go
+++ b/api/workflow.pb.go
--- a/api/workflow.pb.gw.go
+++ b/api/workflow.pb.gw.go
@@ -1212,6 +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.
@@ -1491,6 +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
 }

@@ -1832,6 +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
 }

@@ -1865,6 +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 (
@@ -1897,4 +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
 )
--- a/api/workflow.proto
+++ b/api/workflow.proto
@@ -105,6 +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 {
@@ -214,6 +228,8 @@ message WorkflowExecution {
    repeated KeyValue labels = 10;

    WorkflowExecutionMetadata metadata = 11;
+
+    repeated Metric metrics = 12;
 }

 message ArtifactResponse {
@@ -274,4 +290,27 @@ message GetWorkflowExecutionStatisticsForNamespaceRequest {

 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;
 }
--- a/db/data/20201113094916_cvat.yaml
+++ b/db/data/20201113094916_cvat.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
--- a/db/data/20201115133046_cvat.yaml
+++ b/db/data/20201115133046_cvat.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
--- a/db/data/20201115134934_tfod.yaml
+++ b/db/data/20201115134934_tfod.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
--- a/db/data/20201115145814_maskrcnn.yaml
+++ b/db/data/20201115145814_maskrcnn.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
--- a/db/go/20200812104328_update_maskrcnn_and_tf_od.go
+++ b/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
@@ -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
--- a/db/go/20200824095513_update_mask_rcnn.go
+++ b/db/go/20200824095513_update_mask_rcnn.go
@@ -35,7 +35,7 @@ const maskRCNNTemplate2 = `arguments:
  - name: cvat-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: hyperparameters
--- a/db/go/20200824101019_update_tf_object_detection_training.go
+++ b/db/go/20200824101019_update_tf_object_detection_training.go
@@ -73,7 +73,7 @@ const tensorflowObjectDetectionTraining2 = `arguments:
    visibility: public
    
  - name: cvat-num-classes
-    value: 81
+    value: '81'
    hint: Number of classes
    displayName: Number of classes
    visibility: private
--- a/db/go/20201113094916_update_cvat_onepanel_sdk.go
+++ b/db/go/20201113094916_update_cvat_onepanel_sdk.go
@@ -0,0 +1,26 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+)
+
+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("20201113094916_cvat.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("20201102104048_cvat.yaml", cvatTemplateName)
+}
--- a/db/go/20201115133046_update_cvat_env_vars.go
+++ b/db/go/20201115133046_update_cvat_env_vars.go
@@ -0,0 +1,25 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+)
+
+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("20201115133046_cvat.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("20201113094916_cvat.yaml", cvatTemplateName)
+}
--- a/db/go/20201115134934_add_tensorboard_to_tfod.go
+++ b/db/go/20201115134934_add_tensorboard_to_tfod.go
@@ -0,0 +1,31 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+)
+
+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(
+		"20201115134934_tfod.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
+}
--- a/db/go/20201115145814_add_tensorboard_to_maskrcnn.go
+++ b/db/go/20201115145814_add_tensorboard_to_maskrcnn.go
@@ -0,0 +1,31 @@
+package migration
+
+import (
+	"database/sql"
+	"github.com/pressly/goose"
+)
+
+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(
+		"20201115145814_maskrcnn.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
+}
--- a/db/go/db.go
+++ b/db/go/db.go
@@ -68,6 +68,10 @@ func Initialize() {
 	initialize20201028145443()
 	initialize20201031165106()
 	initialize20201102104048()
+	initialize20201113094916()
+	initialize20201115133046()
+	initialize20201115134934()
+	initialize20201115145814()

 	if err := client.DB.Close(); err != nil {
 		log.Printf("[error] closing db %v", err)
--- a/db/go/util.go
+++ b/db/go/util.go
@@ -47,3 +47,48 @@ func updateWorkspaceTemplateManifest(filename, templateName string) error {

 	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
+}
--- a/db/sql/20201116105825_add_metrics_to_workflows.sql
+++ b/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;
--- a/db/sql/20201118200215_fix_default_migration.sql
+++ b/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;
--- a/go.mod
+++ b/go.mod
@@ -3,21 +3,23 @@ module github.com/onepanelio/core
 go 1.14

 require (
-	github.com/Azure/go-autorest v14.0.0+incompatible // indirect
 	cloud.google.com/go/storage v1.6.0
+	github.com/Azure/go-autorest v14.0.0+incompatible // indirect
 	github.com/Azure/go-autorest/autorest/adal v0.8.2 // indirect
 	github.com/Masterminds/squirrel v1.1.0
-	github.com/argoproj/argo v0.0.0-20200331233432-4d1175eb68f6
-	github.com/argoproj/pkg v0.0.0-20200318225345-d3be5f29b1a8
+	github.com/argoproj/argo v0.0.0-20201001162359-6f738db0733d
+	github.com/argoproj/pkg v0.1.0
 	github.com/asaskevich/govalidator v0.0.0-20200428143746-21a406dcc535
+	github.com/dgrijalva/jwt-go v3.2.0+incompatible
 	github.com/elazarl/goproxy v0.0.0-20191011121108-aa519ddbe484 // indirect
 	github.com/evanphx/json-patch v4.5.0+incompatible // indirect
 	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/golang/protobuf v1.4.2
+	github.com/google/uuid v1.1.1
 	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
+	github.com/grpc-ecosystem/grpc-gateway v1.14.6
 	github.com/hashicorp/go-uuid v1.0.2 // indirect
 	github.com/hashicorp/golang-lru v0.5.4 // indirect
 	github.com/jmoiron/sqlx v1.2.0
@@ -26,22 +28,27 @@ require (
 	github.com/minio/minio-go/v6 v6.0.45
 	github.com/pkg/errors v0.9.1
 	github.com/pressly/goose v2.6.0+incompatible
-	github.com/sirupsen/logrus v1.4.2
-	github.com/spf13/cobra v0.0.5 // indirect
-	github.com/stretchr/testify v1.4.0
+	github.com/sirupsen/logrus v1.6.0
+	github.com/stretchr/testify v1.6.1
 	github.com/tmc/grpc-websocket-proxy v0.0.0-20200122045848-3419fae592fc
-	golang.org/x/net v0.0.0-20200301022130-244492dfa37a
+	golang.org/x/net v0.0.0-20200602114024-627f9648deb9
 	golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d
 	google.golang.org/api v0.20.0
-	google.golang.org/genproto v0.0.0-20200430143042-b979b6f78d84
-	google.golang.org/grpc v1.28.0
-	google.golang.org/protobuf v1.22.0
+	google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013
+	google.golang.org/grpc v1.29.1
+	google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc
 	gopkg.in/yaml.v2 v2.2.8
 	gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776
 	istio.io/api v0.0.0-20200107183329-ed4b507c54e1
-	k8s.io/api v0.16.4
-	k8s.io/apimachinery v0.16.7-beta.0
-	k8s.io/client-go v0.16.4
+	k8s.io/api v0.18.2
+	k8s.io/apimachinery v0.18.2
+	k8s.io/client-go v0.18.2
+	sigs.k8s.io/structured-merge-diff v0.0.0-20190525122527-15d366b2352e // indirect
 	sigs.k8s.io/yaml v1.2.0
-	github.com/dgrijalva/jwt-go v3.2.0+incompatible
+)
+
+replace (
+	k8s.io/api => k8s.io/api v0.17.8
+	k8s.io/apimachinery => k8s.io/apimachinery v0.17.8
+	k8s.io/client-go => k8s.io/client-go v0.17.8
 )
--- a/go.sum
+++ b/go.sum
@@ -1,3 +1,4 @@
+bou.ke/staticfiles v0.0.0-20190225145250-827d7f6389cd/go.mod h1:JpKWzdMX3ZBe8DYU+jWnZyYT4tJR9pMee/kPGvap41o=
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
@@ -26,6 +27,7 @@ cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0Zeo
 cloud.google.com/go/storage v1.6.0 h1:UDpwYIwla4jHGzZJaEJYx1tOejbgSoNqsAfHAUYe2r8=
 cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk=
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
+github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78/go.mod h1:LmzpDX56iTiv29bbRTIsUNlaFfuhWRQBWjQdVyAevI8=
 github.com/Azure/go-autorest v11.1.2+incompatible h1:viZ3tV5l4gE2Sw0xrasFHytCGtzYCrT+um/rrSQ1BfA=
 github.com/Azure/go-autorest v11.1.2+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
 github.com/Azure/go-autorest v14.0.0+incompatible h1:r/ug62X9o8vikt53/nkAPmFmzfSrCCAplPH7wa+mK0U=
@@ -49,16 +51,20 @@ github.com/Azure/go-autorest/tracing v0.5.0/go.mod h1:r/s2XiOKccPW3HrqB+W0TQzfbt
 github.com/BurntSushi/toml v0.3.1 h1:WXkYYl6Yr3qBf1K79EBnL4mak0OimBfB0XUf9Vl28OQ=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
+github.com/DATA-DOG/go-sqlmock v1.3.3/go.mod h1:f/Ixk793poVmq4qj/V1dPUg2JEAKC73Q5eFN3EC/SaM=
 github.com/Knetic/govaluate v3.0.1-0.20171022003610-9aa49832a739+incompatible/go.mod h1:r7JcOSlj0wfOMncg0iLm8Leh48TZaKVeNIfJntJ2wa0=
 github.com/Masterminds/squirrel v1.1.0 h1:baP1qLdoQCeTw3ifCdOq2dkYc6vGcmRdaociKLbEJXs=
 github.com/Masterminds/squirrel v1.1.0/go.mod h1:yaPeOnPG5ZRwL9oKdTsO/prlkPbXWZlRVMQ/gGlzIuA=
 github.com/NYTimes/gziphandler v0.0.0-20170623195520-56545f4a5d46/go.mod h1:3wb06e3pkSAbeQ52E9H9iFoQsEEwGN64994WTCIhntQ=
+github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
 github.com/PuerkitoBio/purell v1.0.0/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0=
+github.com/PuerkitoBio/purell v1.1.0/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0=
 github.com/PuerkitoBio/purell v1.1.1 h1:WEQqlqaGbrPkxLJWfBwQmfEAE1Z7ONdDLqrN38tNFfI=
 github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0=
 github.com/PuerkitoBio/urlesc v0.0.0-20160726150825-5bd2802263f2/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE=
 github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578 h1:d+Bc7a5rLufV/sSk/8dngufqelfh6jnri85riMAaF/M=
 github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE=
+github.com/agnivade/levenshtein v1.0.1/go.mod h1:CURSv5d9Uaml+FovSIICkLbAUZ9S4RqaHDIsdSBg7lM=
 github.com/ajg/form v1.5.1/go.mod h1:uL1WgH+h2mgNtvBq0339dVnzXdBETtL2LeUXaIv25UY=
 github.com/alcortesm/tgz v0.0.0-20161220082320-9c5fe88206d7/go.mod h1:6zEj6s6u/ghQa61ZWa/C2Aw3RkjiTBOix7dkqa1VLIs=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
@@ -66,47 +72,83 @@ github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuy
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
 github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
 github.com/aliyun/aliyun-oss-go-sdk v2.0.6+incompatible/go.mod h1:T/Aws4fEfogEE9v+HPhhw+CntffsBHJ8nXQCwKr0/g8=
+github.com/andreyvit/diff v0.0.0-20170406064948-c7f18ee00883/go.mod h1:rCTlJbsFo29Kk6CurOXKm700vrz8f0KW0JNfpkRJY/8=
 github.com/anmitsu/go-shlex v0.0.0-20161002113705-648efa622239/go.mod h1:2FmKhYUyUczH0OGQWaF5ceTx0UBShxjsH6f8oGKYe2c=
 github.com/antihax/optional v0.0.0-20180407024304-ca021399b1a6/go.mod h1:V8iCPQYkqmusNa815XgQio277wI47sdRh1dUOLdyC6Q=
+github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
+github.com/antonmedv/expr v1.8.2/go.mod h1:5qsM3oLGDND7sDmQGDXHkYfkjYMUX14qsgqmHhwGEk8=
 github.com/argoproj/argo v0.0.0-20200331233432-4d1175eb68f6 h1:461HWTh6d9fbXX9CWR98Nv/3z70/YgtbQCMiZPKHNa8=
 github.com/argoproj/argo v0.0.0-20200331233432-4d1175eb68f6/go.mod h1:EPALpXM4ZpKFbQmKn722bvQUiirWNIsNe1MgmTltZkI=
+github.com/argoproj/argo v0.0.0-20201001162359-6f738db0733d h1:COfGhXvHFTSK4rDukuG5upwjrarf0FH4onjdyaS4wmg=
+github.com/argoproj/argo v0.0.0-20201001162359-6f738db0733d/go.mod h1:w8Qx0tlO5/sQJK+KZ22i0RfhSf9MCdDX3oB11eS5/fE=
 github.com/argoproj/pkg v0.0.0-20200318225345-d3be5f29b1a8 h1:RMfnXz1F/mOr2bBwMpShDH+HlWf7MWisDmxNZmoWH2s=
 github.com/argoproj/pkg v0.0.0-20200318225345-d3be5f29b1a8/go.mod h1:2EZ44RG/CcgtPTwrRR0apOc7oU6UIw8GjCUJWZ8X3bM=
+github.com/argoproj/pkg v0.1.0 h1:JRgyisq1qByfl4EEuaJgYSMxMnNENjgj/U3FEfEJxLM=
+github.com/argoproj/pkg v0.1.0/go.mod h1:3mBVZkOKuRChHVdLt76H7y0MLuKJ8ag8LjLxB/evmnM=
 github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5doyWs3UAsr3K4I6qtAmlQcZDesFNEHPZAzj8=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
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 github.com/asaskevich/govalidator v0.0.0-20200428143746-21a406dcc535 h1:4daAzAu0S6Vi7/lbWECcX0j45yZReDZ56BQsrVBOEEY=
 github.com/asaskevich/govalidator v0.0.0-20200428143746-21a406dcc535/go.mod h1:oGkLhpf+kjZl6xBf758TQhh5XrAeiJv/7FRz/2spLIg=
 github.com/aws/aws-sdk-go v1.27.1/go.mod h1:KmX6BPdI08NWTb3/sm4ZGu5ShLoqVDhKgpiN924inxo=
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 github.com/baiyubin/aliyun-sts-go-sdk v0.0.0-20180326062324-cfa1a18b161f/go.mod h1:AuiFmCCPBSrqvVMvuqFuk0qogytodnVFVSN5CeJB8Gc=
 github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
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 github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
+github.com/bgentry/speakeasy v0.1.0/go.mod h1:+zsyZBPWlz7T6j88CTgSN5bM796AkVf0kBD4zp0CCIs=
+github.com/blang/semver v3.5.0+incompatible/go.mod h1:kRBLl5iJ+tD4TcOOxsy/0fnwebNt5EWlYSAyrTnjyyk=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
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 github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI=
 github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI=
 github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
 github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
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 github.com/colinmarc/hdfs v1.1.4-0.20180805212432-9746310a4d31/go.mod h1:vSBumefK4HA5uiRSwNP+3ofgrEoScpCS2MMWcWXEuQ4=
+github.com/corbym/gocrest v1.0.3/go.mod h1:maVFL5lbdS2PgfOQgGRWDYTeunSWQeiEgoNdTABShCs=
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 github.com/coreos/etcd v3.3.10+incompatible/go.mod h1:uF7uidLiAD3TWHmW31ZFd/JWoc32PjwdhPthX9715RE=
 github.com/coreos/go-etcd v2.0.0+incompatible/go.mod h1:Jez6KQU2B/sWsbdaef3ED8NzMklzPG4d5KIOhIy30Tk=
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 github.com/coreos/go-semver v0.2.0/go.mod h1:nnelYz7RCh+5ahJtPPxZlU+153eP4D4r3EedlOD2RNk=
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 github.com/cpuguy83/go-md2man v1.0.10/go.mod h1:SmD6nW6nTyfqj6ABTjUi3V3JVMnlJmwcJI5acqYI6dE=
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 github.com/creack/pty v1.1.7/go.mod h1:lj5s0c3V2DBrqTV7llrYr5NG6My20zk30Fl46Y7DoTY=
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 github.com/davecgh/go-spew v0.0.0-20151105211317-5215b55f46b2/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
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 github.com/dgrijalva/jwt-go v0.0.0-20160705203006-01aeca54ebda/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
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+github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
+github.com/docker/docker v0.7.3-0.20190327010347-be7ac8be2ae0/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
+github.com/docker/go-units v0.3.3/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
+github.com/docker/go-units v0.4.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
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@@ -170,6 +302,7 @@ github.com/gogo/protobuf v1.3.1/go.mod h1:SlYgWuQ5SjCEi6WLHjHCa1yvBfUnHcTbrrZtXP
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@@ -196,6 +329,9 @@ github.com/golang/protobuf v1.4.0 h1:oOuy+ugB+P/kBdUnG5QaMXSIyJ1q38wWSojYCb3z5VQ
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@@ -210,6 +346,8 @@ github.com/google/gofuzz v0.0.0-20161122191042-44d81051d367/go.mod h1:HP5RmnzzSN
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@@ -221,10 +359,14 @@ github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm4
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@@ -235,15 +377,28 @@ github.com/gopherjs/gopherjs v0.0.0-20181017120253-0766667cb4d1 h1:EGx4pi6eqNxGa
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@@ -260,6 +415,7 @@ github.com/ianlancetaylor/demangle v0.0.0-20181102032728-5e5cf60278f6/go.mod h1:
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@@ -269,14 +425,20 @@ github.com/jcmturner/gofork v1.0.0 h1:J7uCkflzTEhUZ64xqKnkDxq3kzc96ajM1Gli5ktUem
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@@ -284,14 +446,21 @@ github.com/jtolds/gls v4.20.0+incompatible h1:xdiiI2gbIgH/gLH7ADydsJ1uDOEzR8yvV7
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@@ -453,18 +717,28 @@ golang.org/x/crypto v0.0.0-20181203042331-505ab145d0a9/go.mod h1:6SG95UA2DQfeDnf
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@@ -498,10 +772,14 @@ golang.org/x/net v0.0.0-20170114055629-f2499483f923/go.mod h1:mL1N/T3taQHkDXs73r
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@@ -511,6 +789,8 @@ golang.org/x/net v0.0.0-20190613194153-d28f0bde5980/go.mod h1:z5CRVTTTmAJ677TzLL
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@@ -521,6 +801,8 @@ golang.org/x/net v0.0.0-20200222125558-5a598a2470a0/go.mod h1:z5CRVTTTmAJ677TzLL
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@@ -532,6 +814,7 @@ golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJ
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@@ -540,6 +823,7 @@ golang.org/x/sys v0.0.0-20170830134202-bb24a47a89ea/go.mod h1:STP8DvDyc/dI5b8T5h
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@@ -547,16 +831,25 @@ golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5h
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@@ -565,8 +858,11 @@ golang.org/x/sys v0.0.0-20200122134326-e047566fdf82/go.mod h1:h1NjWce9XRLGQEsW7w
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@@ -575,6 +871,7 @@ golang.org/x/text v0.3.1-0.20181227161524-e6919f6577db/go.mod h1:bEr9sfX3Q8Zfm5f
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@@ -584,21 +881,29 @@ golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGm
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@@ -615,13 +920,18 @@ golang.org/x/tools v0.0.0-20200204074204-1cc6d1ef6c74/go.mod h1:TB2adYChydJhpapK
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@@ -660,8 +970,12 @@ google.golang.org/genproto v0.0.0-20200224152610-e50cd9704f63/go.mod h1:55QSHmfG
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@@ -672,6 +986,8 @@ google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8
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@@ -680,21 +996,30 @@ google.golang.org/protobuf v1.21.0 h1:qdOKuR/EIArgaWNjetjgTzgVTAZ+S/WXVrq9HW9zim
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@@ -706,12 +1031,18 @@ gopkg.in/jcmturner/gokrb5.v5 v5.3.0/go.mod h1:oQz8Wc5GsctOTgCVyKad1Vw4TCWz5G6gfI
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@@ -719,8 +1050,11 @@ gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
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 gopkg.in/yaml.v2 v2.2.8 h1:obN1ZagJSUGI0Ek/LBmuj4SNLPfIny3KsKFopxRdj10=
 gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v3 v3.0.0-20190905181640-827449938966/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776 h1:tQIYjPdBoyREyB9XMu+nnTclpTYkz2zFM+lzLJFO4gQ=
 gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gotest.tools v2.2.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
@@ -736,15 +1070,34 @@ k8s.io/api v0.0.0-20191004120003-3a12735a829a/go.mod h1:ceHJE/vDjU8jKnRV6Vqn/+vy
 k8s.io/api v0.0.0-20191219150132-17cfeff5d095/go.mod h1:VTIBWh+oVNX3+w6a85XIJE6jGsm0GCZKZmRQ6cdjfyA=
 k8s.io/api v0.16.4 h1:O06Ed/hgLiCrzW1SHp6HAhqcTnYHtK80bP5rXoHakpM=
 k8s.io/api v0.16.4/go.mod h1:AtzMnsR45tccQss5q8RnF+W8L81DH6XwXwo/joEx9u0=
+k8s.io/api v0.17.8 h1:8JHlbqJ3A6sGhoacXfu/sASSD+HWWqVq67qt9lyB0kU=
+k8s.io/api v0.17.8/go.mod h1:N++Llhs8kCixMUoCaXXAyMMPbo8dDVnh+IQ36xZV2/0=
+k8s.io/api v0.18.2 h1:wG5g5ZmSVgm5B+eHMIbI9EGATS2L8Z72rda19RIEgY8=
+k8s.io/api v0.18.2/go.mod h1:SJCWI7OLzhZSvbY7U8zwNl9UA4o1fizoug34OV/2r78=
+k8s.io/apiextensions-apiserver v0.18.2/go.mod h1:q3faSnRGmYimiocj6cHQ1I3WpLqmDgJFlKL37fC4ZvY=
 k8s.io/apimachinery v0.0.0-20191004115701-31ade1b30762/go.mod h1:Xc10RHc1U+F/e9GCloJ8QAeCGevSVP5xhOhqlE+e1kM=
 k8s.io/apimachinery v0.0.0-20191219145857-f69eda767ee8/go.mod h1:mhhO3hoLkWO+2eCvqjPtH2Ly92l9nJDwsswzWKpkN2w=
 k8s.io/apimachinery v0.16.4/go.mod h1:llRdnznGEAqC3DcNm6yEj472xaFVfLM7hnYofMb12tQ=
 k8s.io/apimachinery v0.16.7-beta.0 h1:1cNiN7ZXJzlWq7dnWojG5UcrX1AIfQqpbyuzhu7Bhsc=
 k8s.io/apimachinery v0.16.7-beta.0/go.mod h1:mhhO3hoLkWO+2eCvqjPtH2Ly92l9nJDwsswzWKpkN2w=
+k8s.io/apimachinery v0.17.8 h1:zXvd8rYMAjRJXpILP9tdAiUnFIENM9EmHuE81apIoms=
+k8s.io/apimachinery v0.17.8/go.mod h1:Lg8zZ5iC/O8UjCqW6DNhcQG2m4TdjF9kwG3891OWbbA=
+k8s.io/apimachinery v0.18.2 h1:44CmtbmkzVDAhCpRVSiP2R5PPrC2RtlIv/MoB8xpdRA=
+k8s.io/apimachinery v0.18.2/go.mod h1:9SnR/e11v5IbyPCGbvJViimtJ0SwHG4nfZFjU77ftcA=
+k8s.io/apiserver v0.18.2/go.mod h1:Xbh066NqrZO8cbsoenCwyDJ1OSi8Ag8I2lezeHxzwzw=
 k8s.io/client-go v0.0.0-20191225075139-73fd2ddc9180/go.mod h1:ksVkYlACXo9hR9AV+cYyCkuWL1xnWcGtAFxsfqMcozg=
 k8s.io/client-go v0.16.4 h1:sf+FEZXYhJNjpTZapQDLvvN+0kBeUTxCYxlXcVdhv2E=
 k8s.io/client-go v0.16.4/go.mod h1:ZgxhFDxSnoKY0J0U2/Y1C8obKDdlhGPZwA7oHH863Ok=
+k8s.io/client-go v0.17.8 h1:cuZSfjqVrNjoZ3wViQHljFPyWMOcgxUjjmQs5Rifbxk=
+k8s.io/client-go v0.17.8/go.mod h1:SJsDS64AAtt9VZyeaQMb4Ck5etCitZ/FwajWdzua5eY=
+k8s.io/client-go v0.18.2 h1:aLB0iaD4nmwh7arT2wIn+lMnAq7OswjaejkQ8p9bBYE=
+k8s.io/client-go v0.18.2/go.mod h1:Xcm5wVGXX9HAA2JJ2sSBUn3tCJ+4SVlCbl2MNNv+CIU=
+k8s.io/code-generator v0.17.5/go.mod h1:qdiSCSTKtS+3WtPelj2h57fylSQcPUlhMVm+TD9Dvqc=
+k8s.io/code-generator v0.18.2/go.mod h1:+UHX5rSbxmR8kzS+FAv7um6dtYrZokQvjHpDSYRVkTc=
+k8s.io/component-base v0.18.2/go.mod h1:kqLlMuhJNHQ9lz8Z7V5bxUUtjFZnrypArGl58gmDfUM=
 k8s.io/gengo v0.0.0-20190128074634-0689ccc1d7d6/go.mod h1:ezvh/TsK7cY6rbqRK0oQQ8IAqLxYwwyPxAX1Pzy0ii0=
+k8s.io/gengo v0.0.0-20190822140433-26a664648505/go.mod h1:ezvh/TsK7cY6rbqRK0oQQ8IAqLxYwwyPxAX1Pzy0ii0=
+k8s.io/gengo v0.0.0-20200114144118-36b2048a9120/go.mod h1:ezvh/TsK7cY6rbqRK0oQQ8IAqLxYwwyPxAX1Pzy0ii0=
 k8s.io/klog v0.0.0-20181102134211-b9b56d5dfc92/go.mod h1:Gq+BEi5rUBO/HRz0bTSXDUcqjScdoY3a9IHpCEIOOfk=
 k8s.io/klog v0.3.0/go.mod h1:Gq+BEi5rUBO/HRz0bTSXDUcqjScdoY3a9IHpCEIOOfk=
 k8s.io/klog v0.3.1/go.mod h1:Gq+BEi5rUBO/HRz0bTSXDUcqjScdoY3a9IHpCEIOOfk=
@@ -755,15 +1108,37 @@ k8s.io/kube-openapi v0.0.0-20190228160746-b3a7cee44a30/go.mod h1:BXM9ceUBTj2QnfH
 k8s.io/kube-openapi v0.0.0-20190816220812-743ec37842bf/go.mod h1:1TqjTSzOxsLGIKfj0lK8EeCP7K1iUG65v09OM0/WG5E=
 k8s.io/kube-openapi v0.0.0-20191107075043-30be4d16710a h1:UcxjrRMyNx/i/y8G7kPvLyy7rfbeuf1PYyBf973pgyU=
 k8s.io/kube-openapi v0.0.0-20191107075043-30be4d16710a/go.mod h1:1TqjTSzOxsLGIKfj0lK8EeCP7K1iUG65v09OM0/WG5E=
+k8s.io/kube-openapi v0.0.0-20200121204235-bf4fb3bd569c/go.mod h1:GRQhZsXIAJ1xR0C9bd8UpWHZ5plfAS9fzPjJuQ6JL3E=
+k8s.io/kube-openapi v0.0.0-20200316234421-82d701f24f9d/go.mod h1:F+5wygcW0wmRTnM3cOgIqGivxkwSWIWT5YdsDbeAOaU=
+k8s.io/kube-openapi v0.0.0-20200410145947-bcb3869e6f29 h1:NeQXVJ2XFSkRoPzRo8AId01ZER+j8oV4SZADT4iBOXQ=
+k8s.io/kube-openapi v0.0.0-20200410145947-bcb3869e6f29/go.mod h1:F+5wygcW0wmRTnM3cOgIqGivxkwSWIWT5YdsDbeAOaU=
 k8s.io/utils v0.0.0-20190221042446-c2654d5206da/go.mod h1:8k8uAuAQ0rXslZKaEWd0c3oVhZz7sSzSiPnVZayjIX0=
 k8s.io/utils v0.0.0-20190801114015-581e00157fb1/go.mod h1:sZAwmy6armz5eXlNoLmJcl4F1QuKu7sr+mFQ0byX7Ew=
+k8s.io/utils v0.0.0-20191114184206-e782cd3c129f/go.mod h1:sZAwmy6armz5eXlNoLmJcl4F1QuKu7sr+mFQ0byX7Ew=
 k8s.io/utils v0.0.0-20191218082557-f07c713de883 h1:TA8t8OLS8m3/0dtTckekO0pCQ7qMnD19fsZTQEgCSKQ=
 k8s.io/utils v0.0.0-20191218082557-f07c713de883/go.mod h1:sZAwmy6armz5eXlNoLmJcl4F1QuKu7sr+mFQ0byX7Ew=
+k8s.io/utils v0.0.0-20200324210504-a9aa75ae1b89/go.mod h1:sZAwmy6armz5eXlNoLmJcl4F1QuKu7sr+mFQ0byX7Ew=
+k8s.io/utils v0.0.0-20200327001022-6496210b90e8 h1:6JFbaLjRyBz8K2Jvt+pcT+N3vvwMZfg8MfVENwe9aag=
+k8s.io/utils v0.0.0-20200327001022-6496210b90e8/go.mod h1:sZAwmy6armz5eXlNoLmJcl4F1QuKu7sr+mFQ0byX7Ew=
+modernc.org/cc v1.0.0/go.mod h1:1Sk4//wdnYJiUIxnW8ddKpaOJCF37yAdqYnkxUpaYxw=
+modernc.org/golex v1.0.0/go.mod h1:b/QX9oBD/LhixY6NDh+IdGv17hgB+51fET1i2kPSmvk=
+modernc.org/mathutil v1.0.0/go.mod h1:wU0vUrJsVWBZ4P6e7xtFJEhFSNsfRLJ8H458uRjg03k=
+modernc.org/strutil v1.0.0/go.mod h1:lstksw84oURvj9y3tn8lGvRxyRC1S2+g5uuIzNfIOBs=
+modernc.org/xc v1.0.0/go.mod h1:mRNCo0bvLjGhHO9WsyuKVU4q0ceiDDDoEeWDJHrNx8I=
+moul.io/http2curl v1.0.1-0.20190925090545-5cd742060b0e/go.mod h1:nejbQVfXh96n9dSF6cH3Jsk/QI1Z2oEL7sSI2ifXFNA=
 rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
 rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
 rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
+sigs.k8s.io/apiserver-network-proxy/konnectivity-client v0.0.7/go.mod h1:PHgbrJT7lCHcxMU+mDHEm+nx46H4zuuHZkDP6icnhu0=
+sigs.k8s.io/controller-tools v0.3.0/go.mod h1:enhtKGfxZD1GFEoMgP8Fdbu+uKQ/cq1/WGJhdVChfvI=
+sigs.k8s.io/structured-merge-diff v0.0.0-20190525122527-15d366b2352e h1:4Z09Hglb792X0kfOBBJUPFEyvVfQWrYT/l8h5EKA6JQ=
 sigs.k8s.io/structured-merge-diff v0.0.0-20190525122527-15d366b2352e/go.mod h1:wWxsB5ozmmv/SG7nM11ayaAW51xMvak/t1r0CSlcokI=
+sigs.k8s.io/structured-merge-diff/v2 v2.0.1/go.mod h1:Wb7vfKAodbKgf6tn1Kl0VvGj7mRH6DGaRcixXEJXTsE=
+sigs.k8s.io/structured-merge-diff/v3 v3.0.0-20200116222232-67a7b8c61874/go.mod h1:PlARxl6Hbt/+BC80dRLi1qAmnMqwqDg62YvvVkZjemw=
+sigs.k8s.io/structured-merge-diff/v3 v3.0.0 h1:dOmIZBMfhcHS09XZkMyUgkq5trg3/jRyJYFZUiaOp8E=
+sigs.k8s.io/structured-merge-diff/v3 v3.0.0/go.mod h1:PlARxl6Hbt/+BC80dRLi1qAmnMqwqDg62YvvVkZjemw=
 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 h1:SJLWd7H56Vwm4rYa+cHAQDYWcvvOt1C/5PD/IIBZPW8=
 upper.io/db.v3 v3.6.3+incompatible/go.mod h1:FgTdD24eBjJAbPKsQSiHUNgXjOR4Lub3u1UMHSIh82Y=
--- a/pkg/labels.go
+++ b/pkg/labels.go
@@ -113,7 +113,7 @@ func (c *Client) ListAvailableLabels(query *SelectLabelsQuery) (result []*Label,
 	// Don't select labels from Terminated workspaces.
 	if query.Table == "workspaces" {
 		selectLabelsBuilder = selectLabelsBuilder.Where(sq.NotEq{
-			"workspaces.phase": "Terminated",
+			"l.phase": "Terminated",
 		})
 	}

--- a/pkg/types.go
+++ b/pkg/types.go
@@ -1,6 +1,9 @@
 package v1

 import (
+	"database/sql/driver"
+	"encoding/json"
+	"errors"
 	"time"

 	wfv1 "github.com/argoproj/argo/pkg/apis/workflow/v1alpha1"
@@ -133,3 +136,81 @@ func WorkflowTemplatesToVersionIDs(workflowTemplates []*WorkflowTemplate) (ids [

 	return
 }
+
+// Metrics is a convenience type to work with multiple Metric(s)
+type Metrics []*Metric
+
+// Add adds the new metric to the metrics.
+// If there is already metrics with the same name, and override is true
+// the existing metrics will all be updated to the input value. Otherwise, they will be left unchanged.
+func (m *Metrics) Add(input *Metric, override bool) {
+	foundExisting := false
+
+	for _, metric := range *m {
+		if metric.Name == input.Name && override {
+			foundExisting = true
+
+			metric.Value = input.Value
+			metric.Format = input.Format
+		}
+	}
+
+	if !foundExisting {
+		*m = append(*m, input)
+	}
+}
+
+// Merge merges the metrics with other metrics
+// If there is already metrics with the same name and override is true
+// the existing metrics will all be updated to the input value. Otherwise they will be left unchanged.
+func (m *Metrics) Merge(input Metrics, override bool) {
+	for _, item := range input {
+		m.Add(item, override)
+	}
+}
+
+// Unmarshal unmarshal's the json in m to v, as in json.Unmarshal.
+// This is to support Metrics working with JSONB column types in sql
+func (m *Metrics) Unmarshal(v interface{}) error {
+	if len(*m) == 0 {
+		*m = make([]*Metric, 0)
+	}
+
+	v = m
+
+	return nil
+}
+
+// Value returns j as a value.  This does a validating unmarshal into another
+// RawMessage.  If j is invalid json, it returns an error.
+// Note that nil values will return "[]" - empty JSON.
+// This is to support Metrics working with JSONB column types in sql
+func (m Metrics) Value() (driver.Value, error) {
+	if m == nil {
+		return json.Marshal(make([]*Metric, 0))
+	}
+
+	return json.Marshal(m)
+}
+
+// Scan stores the src in m.  No validation is done.
+// This is to support Metrics working with JSONB column types in sql
+func (m *Metrics) Scan(src interface{}) error {
+	var source []byte
+	switch t := src.(type) {
+	case string:
+		source = []byte(t)
+	case []byte:
+		if len(t) == 0 {
+			source = []byte("[]")
+		} else {
+			source = t
+		}
+	case nil:
+		*m = make([]*Metric, 0)
+	default:
+		return errors.New("incompatible type for Metrics")
+	}
+
+	return json.Unmarshal(source, m)
+}
--- a/pkg/types_test.go
+++ b/pkg/types_test.go
@@ -0,0 +1,72 @@
+package v1
+
+import (
+	"github.com/stretchr/testify/assert"
+	"testing"
+)
+
+// TestMetrics_Add tests the Add method of the Metrics type
+func TestMetrics_Add(t *testing.T) {
+	var initial Metrics = []*Metric{{
+		Name:   "accuracy",
+		Value:  0.98,
+		Format: "",
+	}}
+
+	initial.Add(&Metric{
+		Name:   "success",
+		Value:  1.0,
+		Format: "%",
+	}, false)
+
+	assert.Len(t, initial, 2)
+
+	initial.Add(&Metric{
+		Name:   "accuracy",
+		Value:  0.99,
+		Format: "%",
+	}, false)
+
+	assert.Len(t, initial, 3)
+
+	initial.Add(&Metric{
+		Name:   "accuracy",
+		Value:  0.99,
+		Format: "%",
+	}, true)
+
+	assert.Len(t, initial, 3)
+	assert.True(t, initial[0].Value == 0.99)
+}
+
+// TestMetrics_Merge tests the Merge method of the Metrics Type
+func TestMetrics_Merge(t *testing.T) {
+	var initial Metrics = []*Metric{{
+		Name:   "accuracy",
+		Value:  0.98,
+		Format: "",
+	}, {
+		Name:   "success",
+		Value:  1.0,
+		Format: "%",
+	}}
+
+	var toMerge Metrics = []*Metric{{
+		Name:   "accuracy",
+		Value:  0.00,
+		Format: "",
+	}, {
+		Name:   "success",
+		Value:  1.0,
+		Format: "%",
+	}, {
+		Name:   "test",
+		Value:  0.5,
+		Format: "",
+	}}
+
+	initial.Merge(toMerge, true)
+
+	assert.Len(t, initial, 3)
+	assert.True(t, initial[0].Value == 0.00)
+}
--- a/pkg/workflow_execution.go
+++ b/pkg/workflow_execution.go
@@ -8,6 +8,9 @@ import (
 	"errors"
 	"fmt"
 	sq "github.com/Masterminds/squirrel"
+	"github.com/argoproj/argo/persist/sqldb"
+	"github.com/argoproj/argo/workflow/hydrator"
+	"github.com/google/uuid"
 	"github.com/onepanelio/core/pkg/util/gcs"
 	"github.com/onepanelio/core/pkg/util/label"
 	"github.com/onepanelio/core/pkg/util/ptr"
@@ -18,8 +21,11 @@ import (
 	"gopkg.in/yaml.v2"
 	"io"
 	"io/ioutil"
+	networking "istio.io/api/networking/v1alpha3"
+	"k8s.io/apimachinery/pkg/util/intstr"
 	"k8s.io/apimachinery/pkg/watch"
 	"net/http"
+	yaml2 "sigs.k8s.io/yaml"
 	"strconv"
 	"strings"
 	"time"
@@ -275,6 +281,15 @@ func (c *Client) injectAutomatedFields(namespace string, wf *wfv1.Workflow, opts
 			template.Metadata.Annotations = make(map[string]string)
 		}
 		template.Metadata.Annotations["sidecar.istio.io/inject"] = "false"
+		//For workflows with accessible sidecars, we need istio
+		//Istio does not prevent the main container from stopping
+		for _, s := range template.Sidecars {
+			if s.TTY == true {
+				template.Metadata.Annotations["sidecar.istio.io/inject"] = "true"
+				//Only need one instance to require istio injection
+				break
+			}
+		}

 		if template.Container != nil {
 			// Mount dev/shm
@@ -408,6 +423,11 @@ func (c *Client) createWorkflow(namespace string, workflowTemplateID uint64, wor
 		return nil, err
 	}

+	newTemplateOrder, err := c.injectAccessForSidecars(namespace, wf)
+	if err != nil {
+		return nil, err
+	}
+	wf.Spec.Templates = newTemplateOrder
 	createdArgoWorkflow, err := c.ArgoprojV1alpha1().Workflows(namespace).Create(wf)
 	if err != nil {
 		return nil, err
@@ -437,49 +457,258 @@ func (c *Client) createWorkflow(namespace string, workflowTemplateID uint64, wor
 	return
 }

-func ensureWorkflowRunsOnDedicatedNode(wf *wfv1.Workflow, config SystemConfig) (*wfv1.Workflow, error) {
-	antiAffinityLabelKey := "onepanel.io/reserves-instance-type"
-	nodeSelectorVal := ""
-	addPodAffinity := false
-	for i := range wf.Spec.Templates {
-		template := &wf.Spec.Templates[i]
-		if template.NodeSelector == nil {
-			continue
-		}
+func (c *Client) injectAccessForSidecars(namespace string, wf *wfv1.Workflow) ([]wfv1.Template, error) {
+	var newTemplateOrder []wfv1.Template
+	taskSysSendStatusName := "sys-send-status"
+	taskSysSendExitStats := "sys-send-exit-stats"
+	for tIdx, t := range wf.Spec.Templates {
+		//Inject services, virtual routes
+		for si, s := range t.Sidecars {
+			//If TTY is true, sidecar needs to be accessible by HTTP
+			//Otherwise, we skip the sidecar
+			if s.TTY != true {
+				continue
+			}
+			if len(s.Ports) == 0 {
+				msg := fmt.Sprintf("sidecar %s must have at least one port.", s.Name)
+				return nil, util.NewUserError(codes.InvalidArgument, msg)
+			}

-		for _, v := range template.NodeSelector {
-			if strings.Contains(v, "{{workflow.") {
-				parts := strings.Split(strings.Replace(v, "}}", "", -1), ".")
-				paramName := parts[len(parts)-1]
-				for _, param := range wf.Spec.Arguments.Parameters {
-					if param.Name == paramName && param.Value != nil {
-						nodeSelectorVal = *param.Value
-						break
+			t.Sidecars[si].MirrorVolumeMounts = ptr.Bool(true)
+			serviceNameUID := "s" + uuid.New().String() + "--" + namespace
+			serviceNameUIDDNSCompliant, err := uid2.GenerateUID(serviceNameUID, 63)
+			if err != nil {
+				return nil, util.NewUserError(codes.InvalidArgument, err.Error())
+			}
+
+			serviceName := serviceNameUIDDNSCompliant + "." + *c.systemConfig.Domain()
+
+			serviceTemplateName := uuid.New().String()
+			serviceTemplateNameAdd := "sys-k8s-service-template-add-" + serviceTemplateName
+			serviceTemplateNameDelete := "sys-k8s-service-template-delete-" + serviceTemplateName
+			serviceTaskName := "service-" + uuid.New().String()
+			serviceAddTaskName := "sys-add-" + serviceTaskName
+			serviceDeleteTaskName := "sys-delete-" + serviceTaskName
+			virtualServiceTemplateName := uuid.New().String()
+			virtualServiceTemplateNameAdd := "sys-k8s-virtual-service-template-add-" + virtualServiceTemplateName
+			virtualServiceTemplateNameDelete := "sys-k8s-virtual-service-template-delete-" + virtualServiceTemplateName
+			virtualServiceTaskName := "virtual-service-" + uuid.New().String()
+			virtualServiceAddTaskName := "sys-add-" + virtualServiceTaskName
+			virtualServiceDeleteTaskName := "sys-delete-" + virtualServiceTaskName
+			var servicePorts []corev1.ServicePort
+			var routes []*networking.HTTPRoute
+			for _, port := range s.Ports {
+				servicePort := corev1.ServicePort{
+					Name:       port.Name,
+					Protocol:   port.Protocol,
+					Port:       port.ContainerPort,
+					TargetPort: intstr.FromInt(int(port.ContainerPort)),
+				}
+				servicePorts = append(servicePorts, servicePort)
+				route := networking.HTTPRoute{
+					Match: []*networking.HTTPMatchRequest{
+						{
+							Uri: &networking.StringMatch{
+								MatchType: &networking.StringMatch_Prefix{
+									Prefix: "/"},
+							},
+						},
+					},
+					Route: []*networking.HTTPRouteDestination{
+						{
+							Destination: &networking.Destination{
+								Host: serviceNameUIDDNSCompliant,
+								Port: &networking.PortSelector{
+									Number: uint32(port.ContainerPort),
+								},
+							},
+						},
+					},
+				}
+				routes = append(routes, &route)
+			}
+			service := corev1.Service{
+				TypeMeta: metav1.TypeMeta{
+					APIVersion: "v1",
+					Kind:       "Service",
+				},
+				ObjectMeta: metav1.ObjectMeta{
+					Name: serviceNameUIDDNSCompliant,
+				},
+				Spec: corev1.ServiceSpec{
+					Ports: servicePorts,
+					Selector: map[string]string{
+						serviceTaskName: serviceNameUIDDNSCompliant,
+					},
+				},
+			}
+			//Istio needs to know which pod to setup the route to
+			if wf.Spec.Templates[tIdx].Metadata.Labels == nil {
+				wf.Spec.Templates[tIdx].Metadata.Labels = make(map[string]string)
+			}
+			wf.Spec.Templates[tIdx].Metadata.Labels[serviceTaskName] = serviceNameUIDDNSCompliant
+			serviceManifestBytes, err := yaml2.Marshal(service)
+			if err != nil {
+				return nil, err
+			}
+			serviceManifest := string(serviceManifestBytes)
+			templateServiceResource := wfv1.Template{
+				Name: serviceTemplateNameAdd,
+				Metadata: wfv1.Metadata{
+					Annotations: map[string]string{
+						"sidecar.istio.io/inject": "false",
+					},
+				},
+				Resource: &wfv1.ResourceTemplate{
+					Action:   "create",
+					Manifest: serviceManifest,
+				},
+			}
+			newTemplateOrder = append(newTemplateOrder, templateServiceResource)
+			//routes
+			virtualServiceNameUUID := "vs-" + uuid.New().String()
+			hosts := []string{serviceName}
+			wf.Spec.Templates[tIdx].Outputs.Parameters = append(wf.Spec.Templates[tIdx].Outputs.Parameters,
+				wfv1.Parameter{Name: "sys-sidecar-url--" + s.Name, Value: &serviceName},
+			)
+			virtualService := map[string]interface{}{
+				"apiVersion": "networking.istio.io/v1alpha3",
+				"kind":       "VirtualService",
+				"metadata": metav1.ObjectMeta{
+					Name: virtualServiceNameUUID,
+				},
+				"spec": networking.VirtualService{
+					Http:     routes,
+					Gateways: []string{"istio-system/ingressgateway"},
+					Hosts:    hosts,
+				},
+			}
+
+			virtualServiceManifestBytes, err := yaml2.Marshal(virtualService)
+			if err != nil {
+				return nil, err
+			}
+			virtualServiceManifest := string(virtualServiceManifestBytes)
+
+			templateRouteResource := wfv1.Template{
+				Name: virtualServiceTemplateNameAdd,
+				Metadata: wfv1.Metadata{
+					Annotations: map[string]string{
+						"sidecar.istio.io/inject": "false",
+					},
+				},
+				Resource: &wfv1.ResourceTemplate{
+					Action:   "create",
+					Manifest: virtualServiceManifest,
+				},
+			}
+			newTemplateOrder = append(newTemplateOrder, templateRouteResource)
+
+			for i2, t2 := range wf.Spec.Templates {
+				if t2.Name == wf.Spec.Entrypoint {
+					if t2.DAG != nil {
+						tasks := wf.Spec.Templates[i2].DAG.Tasks
+						t := tasks[0]
+						sysDepFound := false
+						for _, d := range t.Dependencies {
+							if d == taskSysSendStatusName {
+								sysDepFound = true
+								wf.Spec.Templates[i2].DAG.Tasks[0].Dependencies =
+									[]string{virtualServiceAddTaskName}
+							}
+						}
+						if sysDepFound == false {
+							wf.Spec.Templates[i2].DAG.Tasks[0].Dependencies = append(wf.Spec.Templates[i2].DAG.Tasks[0].Dependencies, virtualServiceAddTaskName)
+						}
+
+						wf.Spec.Templates[i2].DAG.Tasks = append(tasks, []wfv1.DAGTask{
+							{
+								Name:         serviceAddTaskName,
+								Template:     serviceTemplateNameAdd,
+								Dependencies: []string{taskSysSendStatusName},
+							},
+							{
+								Name:         virtualServiceAddTaskName,
+								Template:     virtualServiceTemplateNameAdd,
+								Dependencies: []string{serviceAddTaskName},
+							},
+						}...)
 					}
 				}
 			}
-			break
-		}
-		template.Metadata.Labels = map[string]string{antiAffinityLabelKey: nodeSelectorVal}
-		addPodAffinity = true
-	}
-	if addPodAffinity {
-		wf.Spec.Affinity = &corev1.Affinity{
-			PodAntiAffinity: &corev1.PodAntiAffinity{
-				RequiredDuringSchedulingIgnoredDuringExecution: []corev1.PodAffinityTerm{
-					{
-						LabelSelector: &metav1.LabelSelector{
-							MatchExpressions: []metav1.LabelSelectorRequirement{
-								{Key: antiAffinityLabelKey, Operator: "In", Values: []string{nodeSelectorVal}},
-							},
-						},
-						TopologyKey: "kubernetes.io/hostname",
+			//Inject clean-up for service and virtualservice
+			templateServiceDeleteResource := wfv1.Template{
+				Name: serviceTemplateNameDelete,
+				Metadata: wfv1.Metadata{
+					Annotations: map[string]string{
+						"sidecar.istio.io/inject": "false",
 					},
 				},
-			},
+				Resource: &wfv1.ResourceTemplate{
+					Action:   "delete",
+					Manifest: serviceManifest,
+				},
+			}
+			newTemplateOrder = append(newTemplateOrder, templateServiceDeleteResource)
+
+			templateRouteDeleteResource := wfv1.Template{
+				Name: virtualServiceTemplateNameDelete,
+				Metadata: wfv1.Metadata{
+					Annotations: map[string]string{
+						"sidecar.istio.io/inject": "false",
+					},
+				},
+				Resource: &wfv1.ResourceTemplate{
+					Action:   "delete",
+					Manifest: virtualServiceManifest,
+				},
+			}
+
+			newTemplateOrder = append(newTemplateOrder, templateRouteDeleteResource)
+
+			dagTasks := []wfv1.DAGTask{
+				{
+					Name:     serviceDeleteTaskName,
+					Template: serviceTemplateNameDelete,
+				},
+				{
+					Name:         virtualServiceDeleteTaskName,
+					Template:     virtualServiceTemplateNameDelete,
+					Dependencies: []string{serviceDeleteTaskName},
+				},
+			}
+			if wf.Spec.OnExit != "" {
+				for _, t := range wf.Spec.Templates {
+					if t.Name == wf.Spec.OnExit {
+						t.DAG.Tasks = append(t.DAG.Tasks, dagTasks...)
+						sysExitDepFound := false
+						for dti, dt := range t.DAG.Tasks {
+							if dt.Name == taskSysSendExitStats {
+								sysExitDepFound = true
+								t.DAG.Tasks[dti].Dependencies = append(t.DAG.Tasks[dti].Dependencies, virtualServiceDeleteTaskName)
+							}
+						}
+						if sysExitDepFound == false {
+							t.DAG.Tasks[0].Dependencies = append(t.DAG.Tasks[0].Dependencies, virtualServiceDeleteTaskName)
+						}
+						break
+					}
+				}
+			} else {
+				exitHandlerDAG := wfv1.Template{
+					Name: "exit-handler",
+					DAG: &wfv1.DAGTemplate{
+						Tasks: dagTasks,
+					},
+				}
+				wf.Spec.OnExit = "exit-handler"
+				wf.Spec.Templates = append(wf.Spec.Templates, exitHandlerDAG)
+			}
 		}
+		newTemplateOrder = append(newTemplateOrder, wf.Spec.Templates[tIdx])
+
 	}
-	return wf, nil
+	return newTemplateOrder, nil
 }

 func (c *Client) ValidateWorkflowExecution(namespace string, manifest []byte) (err error) {
@@ -494,11 +723,12 @@ func (c *Client) ValidateWorkflowExecution(namespace string, manifest []byte) (e
 	}

 	wftmplGetter := templateresolution.WrapWorkflowTemplateInterface(c.ArgoprojV1alpha1().WorkflowTemplates(namespace))
+	cwftmplGetter := templateresolution.WrapClusterWorkflowTemplateInterface(c.argoprojV1alpha1.ClusterWorkflowTemplates())
 	for _, wf := range workflows {
 		if err = c.injectAutomatedFields(namespace, &wf, &WorkflowExecutionOptions{}); err != nil {
 			return err
 		}
-		_, err = validate.ValidateWorkflow(wftmplGetter, &wf, validate.ValidateOpts{})
+		_, err = validate.ValidateWorkflow(wftmplGetter, cwftmplGetter, &wf, validate.ValidateOpts{})
 		if err != nil {
 			return
 		}
@@ -624,6 +854,7 @@ func (c *Client) createWorkflowExecutionDB(namespace string, workflowExecution *
 			"parameters":                   string(parametersJSON),
 			"is_archived":                  false,
 			"labels":                       workflowExecution.Labels,
+			"metrics":                      workflowExecution.Metrics,
 		}).
 		Suffix("RETURNING id").
 		RunWith(c.DB).
@@ -633,7 +864,7 @@ func (c *Client) createWorkflowExecutionDB(namespace string, workflowExecution *
 	return
 }

-func (c *Client) FinishWorkflowExecutionStatisticViaExitHandler(namespace, name string, workflowTemplateID int64, phase wfv1.NodePhase, startedAt time.Time) (err error) {
+func (c *Client) FinishWorkflowExecutionStatisticViaExitHandler(namespace, name string, phase wfv1.NodePhase, startedAt time.Time) (err error) {
 	_, err = sb.Update("workflow_executions").
 		SetMap(sq.Eq{
 			"started_at":  startedAt.UTC(),
@@ -642,7 +873,10 @@ func (c *Client) FinishWorkflowExecutionStatisticViaExitHandler(namespace, name
 			"finished_at": time.Now().UTC(),
 			"phase":       phase,
 		}).
-		Where(sq.Eq{"name": name}).
+		Where(sq.And{
+			sq.Eq{"name": name},
+			sq.NotEq{"phase": "Terminated"},
+		}).
 		RunWith(c.DB).
 		Exec()

@@ -684,6 +918,7 @@ func (c *Client) CronStartWorkflowExecutionStatisticInsert(namespace, uid string
 			"cron_workflow_id":             cronWorkflow.ID,
 			"parameters":                   string(parametersJSON),
 			"labels":                       cronWorkflow.Labels,
+			"metrics":                      Metrics{},
 		}).
 		Suffix("RETURNING id").
 		RunWith(c.DB).
@@ -1189,7 +1424,8 @@ func (c *Client) RetryWorkflowExecution(namespace, uid string) (workflow *Workfl
 		return
 	}

-	wf, err = argoutil.RetryWorkflow(c, c.ArgoprojV1alpha1().Workflows(namespace), wf)
+	h := hydrator.New(sqldb.ExplosiveOffloadNodeStatusRepo)
+	wf, err = argoutil.RetryWorkflow(c, h, c.ArgoprojV1alpha1().Workflows(namespace), wf, true, "")

 	workflow = typeWorkflow(wf)

@@ -1207,7 +1443,7 @@ func (c *Client) ResubmitWorkflowExecution(namespace, uid string) (workflow *Wor
 		return
 	}

-	wf, err = argoutil.SubmitWorkflow(c.ArgoprojV1alpha1().Workflows(namespace), c, namespace, wf, &argoutil.SubmitOpts{})
+	wf, err = argoutil.SubmitWorkflow(c.ArgoprojV1alpha1().Workflows(namespace), c, namespace, wf, &wfv1.SubmitOpts{})
 	if err != nil {
 		return
 	}
@@ -1218,7 +1454,9 @@ func (c *Client) ResubmitWorkflowExecution(namespace, uid string) (workflow *Wor
 }

 func (c *Client) ResumeWorkflowExecution(namespace, uid string) (workflow *WorkflowExecution, err error) {
-	err = argoutil.ResumeWorkflow(c.ArgoprojV1alpha1().Workflows(namespace), uid, "")
+	// TODO Review hydrator
+	h := hydrator.New(sqldb.ExplosiveOffloadNodeStatusRepo)
+	err = argoutil.ResumeWorkflow(c.ArgoprojV1alpha1().Workflows(namespace), h, uid, "")
 	if err != nil {
 		return
 	}
@@ -1252,7 +1490,8 @@ func (c *Client) TerminateWorkflowExecution(namespace, uid string) (err error) {
 		return err
 	}

-	err = argoutil.TerminateWorkflow(c.ArgoprojV1alpha1().Workflows(namespace), uid)
+	h := hydrator.New(sqldb.ExplosiveOffloadNodeStatusRepo)
+	err = argoutil.StopWorkflow(c.ArgoprojV1alpha1().Workflows(namespace), h, uid, "", "")

 	return
 }
@@ -1414,20 +1653,22 @@ func filterOutCustomTypesFromManifest(manifest []byte) (result []byte, err error
 		return manifest, nil
 	}

-	specMap, ok := spec.(map[string]interface{})
-	if !ok {
+	specMap, err := convertMapToStringKeys(spec.(map[interface{}]interface{}))
+	if err != nil {
 		return manifest, nil
 	}
+	data["spec"] = specMap

 	arguments, ok := specMap["arguments"]
 	if !ok {
 		return manifest, nil
 	}

-	argumentsMap, ok := arguments.(map[string]interface{})
-	if !ok {
+	argumentsMap, err := convertMapToStringKeys(arguments.(map[interface{}]interface{}))
+	if err != nil {
 		return manifest, nil
 	}
+	specMap["arguments"] = argumentsMap

 	parameters, ok := argumentsMap["parameters"]
 	if !ok {
@@ -1443,8 +1684,8 @@ func filterOutCustomTypesFromManifest(manifest []byte) (result []byte, err error
 	parametersToKeep := make([]interface{}, 0)

 	for _, parameter := range parametersList {
-		paramMap, ok := parameter.(map[string]interface{})
-		if !ok {
+		paramMap, err := convertMapToStringKeys(parameter.(map[interface{}]interface{}))
+		if err != nil {
 			continue
 		}

@@ -1453,7 +1694,7 @@ func filterOutCustomTypesFromManifest(manifest []byte) (result []byte, err error
 			paramMap["value"] = "<value>"
 		}

-		parametersToKeep = append(parametersToKeep, parameter)
+		parametersToKeep = append(parametersToKeep, paramMap)

 		keysToDelete := make([]string, 0)
 		for key := range paramMap {
@@ -1908,3 +2149,71 @@ func (c *Client) UpdateWorkflowExecutionStatus(namespace, uid string, status *Wo

 	return
 }
+
+// AddWorkflowExecutionMetrics merges the metrics provided with the ones present in the workflow execution identified by (namespace, uid)
+func (c *Client) AddWorkflowExecutionMetrics(namespace, uid string, metrics Metrics, override bool) (workflowExecution *WorkflowExecution, err error) {
+	workflowExecution, err = c.GetWorkflowExecution(namespace, uid)
+	if err != nil {
+		return nil, err
+	}
+	if workflowExecution == nil {
+		return nil, util.NewUserError(codes.NotFound, "Workflow execution not found")
+	}
+
+	workflowExecution.Metrics.Merge(metrics, override)
+
+	_, err = sb.Update("workflow_executions").
+		Set("metrics", workflowExecution.Metrics).
+		Where(sq.Eq{
+			"namespace": namespace,
+			"uid":       uid,
+		}).
+		RunWith(c.DB).
+		Exec()
+	if err != nil {
+		return nil, util.NewUserError(codes.Internal, "Error updating metrics.")
+	}
+
+	return
+}
+
+// UpdateWorkflowExecutionMetrics replaces the metrics of a workflow execution identified by (namespace, uid) with the input metrics.
+func (c *Client) UpdateWorkflowExecutionMetrics(namespace, uid string, metrics Metrics) (workflowExecution *WorkflowExecution, err error) {
+	workflowExecution, err = c.GetWorkflowExecution(namespace, uid)
+	if err != nil {
+		return nil, err
+	}
+	if workflowExecution == nil {
+		return nil, util.NewUserError(codes.NotFound, "Workflow execution not found")
+	}
+
+	workflowExecution.Metrics = metrics
+
+	_, err = sb.Update("workflow_executions").
+		Set("metrics", workflowExecution.Metrics).
+		Where(sq.Eq{
+			"namespace": namespace,
+			"uid":       uid,
+		}).
+		RunWith(c.DB).
+		Exec()
+	if err != nil {
+		return nil, util.NewUserError(codes.Internal, "Error updating metrics.")
+	}
+
+	return
+}
+
+func convertMapToStringKeys(input map[interface{}]interface{}) (output map[string]interface{}, err error) {
+	output = make(map[string]interface{})
+	for key, value := range input {
+		keyString, ok := key.(string)
+		if ok {
+			output[keyString] = value
+		} else {
+			return nil, fmt.Errorf("unable to parse key as a string")
+		}
+	}
+
+	return output, nil
+}
--- a/pkg/workflow_execution_types.go
+++ b/pkg/workflow_execution_types.go
@@ -25,6 +25,7 @@ type WorkflowExecution struct {
 	FinishedAt       *time.Time        `db:"finished_at"`
 	WorkflowTemplate *WorkflowTemplate `db:"workflow_template"`
 	Labels           types.JSONLabels
+	Metrics          Metrics
 	ArgoWorkflow     *wfv1.Workflow
 }

@@ -105,7 +106,18 @@ func (we *WorkflowExecution) GetParameterValue(name string) *string {
 // getWorkflowExecutionColumns returns all of the columns for workflowExecution modified by alias, destination.
 // see formatColumnSelect
 func getWorkflowExecutionColumns(aliasAndDestination ...string) []string {
-	columns := []string{"id", "created_at", "uid", "name", "parameters", "phase", "started_at", "finished_at", "labels"}
+	columns := []string{
+		"id",
+		"created_at",
+		"uid",
+		"name",
+		"parameters",
+		"phase",
+		"started_at",
+		"finished_at",
+		"labels",
+		"metrics",
+	}
 	return sql.FormatColumnSelect(columns, aliasAndDestination...)
 }

@@ -119,6 +131,7 @@ func getWorkflowExecutionColumnsMap(camelCase bool) map[string]string {
 		"parameters": "parameters",
 		"phase":      "phase",
 		"labels":     "labels",
+		"metrics":    "metrics",
 	}

 	if camelCase {
--- a/pkg/workspace_template.go
+++ b/pkg/workspace_template.go
@@ -541,7 +541,12 @@ func unmarshalWorkflowTemplate(spec *WorkspaceSpec, serviceManifest, virtualServ
 				continue
 			}

-			volumeClaimItems = append(volumeClaimItems, wfv1.Item{Type: wfv1.String, StrVal: v.Name})
+			// We wrap the name in quotes as it has to be JSON friendly
+			item, err := wfv1.ParseItem(`"` + v.Name + `"`)
+			if err != nil {
+				return "", err
+			}
+			volumeClaimItems = append(volumeClaimItems, item)

 			volumeClaimsMapped[v.Name] = true
 		}
--- a/server/auth_server.go
+++ b/server/auth_server.go
@@ -82,6 +82,7 @@ func (a *AuthServer) GetAccessToken(ctx context.Context, req *api.GetAccessToken
 }

 // IsValidToken returns the appropriate token information given an md5 version of the token
+// Deprecated: Use GetAccessToken instead
 func (a *AuthServer) IsValidToken(ctx context.Context, req *api.IsValidTokenRequest) (res *api.IsValidTokenResponse, err error) {
 	if ctx == nil {
 		return nil, status.Error(codes.Unauthenticated, "unauthenticated")
--- a/server/converter/converter.go
+++ b/server/converter/converter.go
@@ -37,6 +37,42 @@ func MappingToKeyValue(mapping map[string]string) []*api.KeyValue {
 	return keyValues
 }

+// MetricsToAPI converts Metrics to the API version
+func MetricsToAPI(metrics v1.Metrics) []*api.Metric {
+	result := make([]*api.Metric, 0)
+
+	for _, metric := range metrics {
+		newItem := &api.Metric{
+			Name:   metric.Name,
+			Value:  metric.Value,
+			Format: metric.Format,
+		}
+
+		result = append(result, newItem)
+	}
+
+	return result
+}
+
+// APIMetricsToCore converts []*api.Metric to v1.Metrics
+func APIMetricsToCore(metrics []*api.Metric) v1.Metrics {
+	result := v1.Metrics{}
+
+	for _, metric := range metrics {
+		m := v1.Metric{
+			Name:   metric.Name,
+			Value:  metric.Value,
+			Format: metric.Format,
+		}
+
+		// We don't override anything because we want the input to match how the user entered it
+		// So if there are entries with the same name, that's fine.
+		result.Add(&m, false)
+	}
+
+	return result
+}
+
 // LabelsToKeyValues converts []*v1.Label to []*api.Label
 func LabelsToKeyValues(labels []*v1.Label) []*api.KeyValue {
 	keyValues := make([]*api.KeyValue, 0)
--- a/server/workflow_server.go
+++ b/server/workflow_server.go
@@ -40,6 +40,7 @@ func apiWorkflowExecution(wf *v1.WorkflowExecution, router router.Web) (workflow
 		Phase:     string(wf.Phase),
 		Manifest:  wf.Manifest,
 		Labels:    converter.MappingToKeyValue(wf.Labels),
+		Metrics:   converter.MetricsToAPI(wf.Metrics),
 	}

 	if wf.StartedAt != nil && !wf.StartedAt.IsZero() {
@@ -143,8 +144,7 @@ func (s *WorkflowServer) AddWorkflowExecutionStatistics(ctx context.Context, req
 		return &empty.Empty{}, err
 	}

-	err = client.FinishWorkflowExecutionStatisticViaExitHandler(req.Namespace, req.Uid,
-		req.Statistics.WorkflowTemplateId, phase, workflow.Status.StartedAt.UTC())
+	err = client.FinishWorkflowExecutionStatisticViaExitHandler(req.Namespace, req.Uid, phase, workflow.Status.StartedAt.UTC())

 	if err != nil {
 		return &empty.Empty{}, err
@@ -468,3 +468,37 @@ func (s *WorkflowServer) GetWorkflowExecutionStatisticsForNamespace(ctx context.
 		Stats: converter.WorkflowExecutionStatisticsReportToAPI(report),
 	}, nil
 }
+
+// AddWorkflowExecutionMetrics merges the input metrics for the workflow execution identified by (namespace,uid)
+func (s *WorkflowServer) AddWorkflowExecutionMetrics(ctx context.Context, req *api.AddWorkflowExecutionsMetricsRequest) (*api.WorkflowExecutionsMetricsResponse, error) {
+	client := getClient(ctx)
+
+	metrics := converter.APIMetricsToCore(req.Metrics)
+	workflowExecution, err := client.AddWorkflowExecutionMetrics(req.Namespace, req.Uid, metrics, req.Override)
+	if err != nil {
+		return nil, err
+	}
+
+	resp := &api.WorkflowExecutionsMetricsResponse{
+		Metrics: converter.MetricsToAPI(workflowExecution.Metrics),
+	}
+
+	return resp, nil
+}
+
+// UpdateWorkflowExecutionMetrics replaces the metrics with the input metrics for the workflow identified by (namespace, uid)
+func (s *WorkflowServer) UpdateWorkflowExecutionMetrics(ctx context.Context, req *api.UpdateWorkflowExecutionsMetricsRequest) (*api.WorkflowExecutionsMetricsResponse, error) {
+	client := getClient(ctx)
+
+	metrics := converter.APIMetricsToCore(req.Metrics)
+	workflowExecution, err := client.UpdateWorkflowExecutionMetrics(req.Namespace, req.Uid, metrics)
+	if err != nil {
+		return nil, err
+	}
+
+	resp := &api.WorkflowExecutionsMetricsResponse{
+		Metrics: converter.MetricsToAPI(workflowExecution.Metrics),
+	}
+
+	return resp, nil
+}
Author	SHA1	Message	Date
Rush Tehrani	cfe3d57bb7	Merge pull request #739 from Vafilor/fix/metrics.migration fix: issue where previous metrics migration was using incorrect format	2020-11-18 20:19:55 -08:00
Andrey Melnikov	5ada969517	fix: issue where previous metrics migration was using old design for metrics column	2020-11-18 20:10:26 -08:00
Andrey Melnikov	c5464d7120	Merge pull request #738 from Vafilor/feat/onepanelio.core.724-metrics.api feat: add metrics API to core	2020-11-18 12:40:06 -08:00
Andrey Melnikov	ed4b0ae127	fix: metrics add test	2020-11-18 11:12:16 -08:00
Rush Tehrani	e43d7d74a1	Update support options	2020-11-18 11:03:09 -08:00
Andrey Melnikov	0cf38f8c85	chore: method documentation	2020-11-17 13:49:14 -08:00
Andrey Melnikov	fd713e0800	feat: added update metrics endpoint which replaces the contents. Also renamed merge to add to better distinguish the two	2020-11-17 13:42:19 -08:00
Andrey Melnikov	6af5d5b5b0	feat: added merge method workflow executions merge api	2020-11-17 13:32:55 -08:00
Andrey Melnikov	f22c6b051f	Merge pull request #736 from Vafilor/feat/onepanelio.723-metrics.db feat: add metrics database support to workflow executions	2020-11-17 12:39:49 -08:00
Andrey Melnikov	cb402b9496	feat: added methods to Metrics to Add/Merge items	2020-11-17 12:28:51 -08:00
Rush Tehrani	a00e155afb	Merge pull request #730 from rushtehrani/fix/cvat feat: Update CVAT env vars + add TensorBoard	2020-11-17 09:55:54 -08:00
Andrey Melnikov	0a73aed929	feat: updated metrics structure to be an array of structs	2020-11-16 16:04:20 -08:00
Rush Tehrani	085e2a7427	Merge pull request #733 from Vafilor/fix/workspaces.labels fix: issue where workspace label selection wasn't working.	2020-11-16 15:25:28 -08:00
Andrey Melnikov	0f0616ec6d	fix: issue where workspace label selection wasn't working.	2020-11-16 15:19:06 -08:00
rushtehrani	a2fe9f2619	remove incorrect migration	2020-11-16 12:09:14 -08:00
Andrey Melnikov	212ef7c0de	feat: added metrics to workflow_executions database related code	2020-11-16 12:08:17 -08:00
Andrey Melnikov	d3af2059d4	Merge pull request #731 from Vafilor/feat/revert.remove.token fix: puts back IsValidToken endpoint for backwards compatibility	2020-11-16 10:51:06 -08:00
Andrey Melnikov	89c0f26103	Revert "feat: remove is valid token endpoint" This reverts commit `466a417e60`. Also marks the IsValidToken endpoint as deprecated	2020-11-16 10:46:44 -08:00
rushtehrani	37c01428e2	update models location for previous CVAT templates	2020-11-16 08:50:33 -08:00
rushtehrani	dc65fc10b9	add tensorboard to maskrcnn workflow	2020-11-15 15:57:28 -08:00
rushtehrani	4abe355ef8	add tensorboard sidecar to tfod workflow	2020-11-15 14:43:53 -08:00
rushtehrani	341a010fc0	update CVAT env vars	2020-11-15 13:42:33 -08:00
Rush Tehrani	52ca9663f5	Merge pull request #728 from aleksandrmelnikov/chore/core.714-get.access.token.cvat chore: Adding migration for new CVAT image.	2020-11-14 12:41:47 -08:00
Aleksandr Melnikov	173d043074	Commenting on functions.	2020-11-13 13:38:50 -08:00
Aleksandr Melnikov	9ddd69bce8	Adding migration for new CVAT image. - This image updates the authentication endpoint used for Onepanel user credentials, inside of CVAT.	2020-11-13 13:06:36 -08:00
Rush Tehrani	7edfc606a0	Merge pull request #713 from onepanelio/test/argo.update feat: update argo to 2.11.6	2020-11-13 12:41:27 -08:00
Andrey Melnikov	d51db584b7	chore: added comment explaining quotation	2020-11-13 12:09:00 -08:00
Andrey Melnikov	a79100bdf6	Merge branch 'test/argo.update' of github.com:onepanelio/core into test/argo.update	2020-11-13 12:07:21 -08:00
Andrey Melnikov	8a9637bc22	fix: add hydrator	2020-11-13 12:06:18 -08:00
Andrey Melnikov	a291e08252	fix: migrations that had numbers where new argo expects strings	2020-11-13 12:03:53 -08:00
Andrey Melnikov	091e1d7c44	chore: removed todo comments that have been resolved	2020-11-13 12:03:53 -08:00
Andrey Melnikov	3ae2dd8077	upgraded argo to v2.11.6 (wip)	2020-11-13 11:59:44 -08:00
Rush Tehrani	cc919f6d89	Merge pull request #722 from Vafilor/feat/remove.valid.token.endpoint feat: remove is valid token endpoint	2020-11-13 11:16:11 -08:00
Rush Tehrani	27bebcbc1d	Merge pull request #718 from aleksandrmelnikov/chore/removing.unused.function chore: Removing ensureWorkflowRunsOnDedicatedNode function.	2020-11-13 11:06:02 -08:00
Aleksandr Melnikov	b296d85c07	Merge branch 'master' into chore/removing.unused.function	2020-11-13 10:17:35 -08:00
Andrey Melnikov	466a417e60	feat: remove is valid token endpoint	2020-11-12 15:55:58 -08:00
Aleksandr Melnikov	bfa4def06b	Merge pull request #719 from rushtehrani/feat/stop-workflow feat: Terminate Workflow action will still execute exitHandler tasks	2020-11-12 14:00:25 -08:00
rushtehrani	4fec204e7f	use correct where statement	2020-11-12 12:22:15 -08:00
Rush Tehrani	363c430703	Merge pull request #691 from aleksandrmelnikov/feat/core.416-add.ts.to.workflows feat: Add support for visualization sidecars	2020-11-11 12:04:02 -08:00
rushtehrani	f7e48a0be7	don't update phase for already terminated workflow	2020-11-11 09:53:13 -08:00
rushtehrani	3f70f26da4	use stop instead of terminate	2020-11-10 19:38:52 -08:00
Aleksandr Melnikov	f7c74ebf13	Removing ensureWorkflowRunsOnDedicatedNode function. - Not used - We're using a different function	2020-11-10 16:05:36 -08:00
Aleksandr Melnikov	a5ec80e586	If tty is set to true, mirror the main container volume mounts to sidecars. - This way, sidecars have access	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	a67012f893	Tweaking the dependencies of the sys-exit task. - This ensures that multiple sidecars will vertically end at the sys-exit task.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	806d15f4c9	Adjusting the exit-handler task order. - sys-exit will run after deletion of service and virtual service	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	74752efd20	Adding output parameters to the template with the sidecars. - These are the URLs for the side-cars.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	5e4d5c0242	Changed the order of tasks for the exit handler. - The clean up tasks for service(s) and virtualservice(s) will now display vertically. If multiple sidecars were present, parallel vertical rows will display.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	c699b5b2ba	Changed the order of tasks per feedback. The new structure is: sys-send-status -> service -> virtual service -> main task If there are multiple sidecars for the same template, they are displayed next to each other, vertically and in parallel.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	5bd7f222cd	Removing the workflow.uid, because it causes a doubly long uid string.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	04a1db0f81	Adding "sys-" prefix to onepanel injected services and virtualservices.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	d4846b521e	Putting the services and virtualservices for sidecars logic, into it's own function.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	544991117c	Changing the label that maps between the service and pod. - For multiple sidecars, this needs to be unique as well.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	8057098e29	Fixing envoyfilter by adding "--" to the sub-domain url that gets generate.d	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	a4c40dff8b	Removing jwt-go library since it's no longer used.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	ccb991207b	Adding code to clean-up the service and virtualservice after the workflow is finished. - Adding clean-up code to run alongside any onExit tasks.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	70007d6d23	Codacy: Fixing variable names.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	af47ffbd2f	Updating logic that checks if a sidecar needs routing and service. - Check if tty is set to true on the sidecar. - Updated formatting.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	4f28882d05	Adding go.sum changes.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	d8101bff8e	Checking for istio injection by checking if the sidecar has "tty" set to true.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	0f226eb0b7	Adding google uuid library to go.mod.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	e1c3dc3979	Enabling Istio for workflows with sidecars. - WIP	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	7698b705d8	Removing unused code.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	7b7142da49	Generating names using uuid. - workflow.name is assigned at run-time, and may not be DNS compliant for a service name. So that variable is not used.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	d903baea00	Adding uuid generating library	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	530e24180d	Simplifying prefix to "/"	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	f5fb44c59b	Port and TargetPort are assumed to be the same. If Tensorboard has 6006 set, we also set it to 6006.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	6d42a44957	Removing condition tests.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	2fef7d78c1	Fixing typo.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	b46e7fd3b9	Excluding istio side-car from resource creation. - Otherwise, the step hangs and never finishes, so long as istio container runs.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	e5f2f3e937	Adding k8s-service-resource and k8s-routes-resource as tasks and dependencies to the entry point template. - Issue: Argo throws this error Message: invalid spec: templates.main.tasks.train-model.dependencies[1] dependency 'k8s-service-resource' not defined	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	af361d5045	Renaming the side-car check per feedback.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	3e1a4dd313	Refactoring code since it's empty initialization.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	d2dfd4cc34	Updating the host placeholder.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	2d45b0a015	Using the right yaml library to marshal.	2020-11-10 15:58:26 -08:00
Aleksandr Melnikov	cb7bb793e7	Adding code to support sidecars and accessing them. - Specifically, if a sidecar is labeled with "sys-tensorboard-like", code attempts to create services and virtual services (routes). - Code will create argo templates that are resource type, where the manifests are the generated resources. The templates are then added right before the template with the sidecar that requires these services and routes.	2020-11-10 15:58:26 -08:00
Andrey Melnikov	cd28474249	Merge pull request #710 from Vafilor/feat/upgrade.argo feat: upgrade argo	2020-11-06 15:17:17 -08:00
Andrey Melnikov	855fd43301	Merge branch 'feat/upgrade.argo' of github.com:Vafilor/core into feat/upgrade.argo	2020-11-06 15:15:35 -08:00
Andrey Melnikov	e037d89a0a	fix: issue where new migration ran before all others, causing issues	2020-11-06 15:14:47 -08:00
Rush Tehrani	623964dc6b	Update description in README.md	2020-11-06 15:14:47 -08:00
Andrey Melnikov	f6aff415d5	fix: migrations that had numbers where new argo expects strings	2020-11-06 15:14:47 -08:00
Andrey Melnikov	316016765d	chore: removed todo comments that have been resolved	2020-11-06 15:14:47 -08:00
Andrey Melnikov	8bce73417a	upgraded argo to v2.11.6 (wip)	2020-11-06 15:14:47 -08:00
Andrey Melnikov	594390d742	Merge pull request #704 from Vafilor/feat/upgrade.argo feat: upgrade argo to v2.11.6	2020-11-06 12:41:57 -08:00
Andrey Melnikov	e3cbbc7d00	Merge branch 'feat/upgrade.argo' of github.com:Vafilor/core into feat/upgrade.argo	2020-11-06 12:13:58 -08:00
Andrey Melnikov	6d511f7c8e	upgraded argo to v2.11.6 (wip)	2020-11-06 12:12:34 -08:00
Andrey Melnikov	3b3784508c	upgraded argo to v2.11.6 (wip)	2020-11-02 15:17:17 -08:00