Repository: argoproj/argo
Pull request #4679 (2020-12-09 11:18:53)

feat(controller): Add retry on different host
Fixes https://github.com/argoproj/argo/issues/4085

Issue requested `scheduleOnDifferentHostNodes` to be `boolean`, but due to different Kubernetes node's labels:
```
      retryStrategy:
        limit: 1
        scheduleOnDifferentHostNodes: true
```

I changed this to `ScheduleOnDifferentHostNodesLabel` as `string`:
```
      retryStrategy:
        limit: 1
        ScheduleOnDifferentHostNodesLabel: "kubernetes.io/hostname"
```
This PR introduces changes into:
- UI - add a list of failed hosts to retry node
- Retry strategy - new field `ScheduleOnDifferentHostNodesLabel`
- Controller

Checklist:

* [x] `make test` passed
* [x] ran `make codegen`
* [x] added documentation to `docs/examples/README.md`
* [x] My organization is added to [USERS.md](https://github.com/argoproj/argo/blob/master/USERS.md).

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![fail-hosts](https://user-images.githubusercontent.com/10375055/101622823-d3fa7f00-3a17-11eb-91b3-21f1101b0ab5.png)
![fail-host2](https://user-images.githubusercontent.com/10375055/101622843-da88f680-3a17-11eb-90e4-f32ba234e79b.png)


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alexec: Commentary:

* This is a great idea and we'd love to use it ourselves and we can see others using it too.
* We can also see other patterns, e.g. try with more memory. How could we generalize this? Could you introduce a new interface `ApplyRetryTweak(tmpl wfv1.Template, s wfv1.RetryStrategy, nodes wfv1.Nodes, node wfv1.NodeStatus)` that way we could isolate the code, it is easier to test, and extensible.
* I think all failed nodes should be available in `status/nodes` and you should be able to search that to identify failed hosts, no  need for extra fields.
jessesuen: Instead of:

```yaml
      retryStrategy:
        scheduleOnDifferentHostNodes: true
```

I think we'll need the ability to control affinity better (e.g. preferred vs. required) Could we instead do something like:

```yaml
      retryStrategy:
        hostAntiAfinity:
          requiredDuringSchedulingIgnoredDuringExecution: {}
```

```yaml
      retryStrategy:
        hostAntiAfinity:
          preferredDuringSchedulingIgnoredDuringExecution:
            weight: 1 # Between 1 - 100
```

goock: The idea behind this feature is to disallow to run the pod on the same host. We have thousands of hosts packed with many GPUs. Sometimes there is a software bug or just HW fails. We would love to have an option to retry the same template on a completely different host. This really would save resources.

This is my first PR for this project and I do not see the whole picture yet but let me left my comments:

- Generalize this feature would be a great idea but I think challenging. From my backyard, as an example, we would need feedback from the process what kind of error application generates, if this is OOM (CPU, GPU) or a different kind of bug
- Indeed, we can remove new field `failHostNodeNames` and loop over `status/nodes`.
- Should `ApplyRetryTweak()` be called from `executeTemplate()` as I did here https://github.com/argoproj/argo/pull/4679/files#diff-f321d4af83fcf8311dc80c0d50c59ac4c240f761206e7bb652709870eb9feb43R1682 or somewhere else?
- Option `preferredDuringSchedulingIgnoredDuringExecution` could lead back to the same host.
- Will `hostAntiAfinity`require to build completely new interface? I tried to use `StrategicMergePatch()` to merge nicely `Affinity` but it did not work. Eventually I finished with function `AddHostnamesToAffinity` https://github.com/argoproj/argo/pull/4679/files#diff-93ef535a58ca9268a8320d323c962ae9fdf2d3de0a54aa6e31f7fb652b5069c4R1056. With completly new struct `hostAntiAfinity` we will have to handle different kind of merge scenarios.


alexec: This is a very capable piece of work for a first PR. As step 1 - I'd ask you to check I'm right in thinking all the data you need is in `/status/nodes` and implement if that is the case. Lets deal with the generalized interface after that.

I think @jessesuen needs to answer the other Qs.
goock: I'll verify if all necessary data is in `status/nodes` and use it in the controller and ui 
goock: @alexec @jessesuen I removed `failHostNodeNames` field from the controller and UI. It makes the entire process of rebasing much easier.
salanki: @alexec @jessesuen: Can we get this merged with existing functionality, and add any more dynamic node affinity logic in a subsequent feature?
alexec: @salanki I've spoken to @jessesuen and this is our proposal - thoughts?

```yaml
retryStrategy:
  affinity: # to allow for podAntiAffinity in the future
    nodeAntiAffinity:
      labelSelector: kubernetes.io/hostname # if omitted, this is the default 
---
retryStrategy:
  affinity:
    nodeAntiAffinity: { }
```
salanki: Seems reasonable with room for expansions. To enable this feature, while using the default label selector, would you define:
```
retryStrategy:
  affinity: # to allow for podAntiAffinity in the future
    nodeAntiAffinity: {}
```

Or what is your thinking there?
alexec: @salanki - that's correct - you can omit `labelSelector` and get the default
salanki: Sounds reasonable. @goock will you update the PR for the new syntax please!
goock: @alexec
If I am not wrong, the change requires to retrieve labels from node. I'm thinking to add function like this:

```
func getNodeLabels(config *rest.Config, hostname string) (map[string]string, error) {
	clientset, err := kubernetes.NewForConfig(config)
	if err != nil {
		panic(err.Error())
	}

	labels := make(map[string]string)
	listOptions := metav1.ListOptions{
		LabelSelector: "kubernetes.io/hostname=" + hostname,
	}
	nodes, err := clientset.CoreV1().Nodes().List(listOptions)
	if err != nil {
		return labels, err
	}

	if len(nodes.Items) != 1 {
		return labels, nil
	}

	for label, value := range nodes.Items[0].ObjectMeta.Labels {
		labels[label] = value
	}

	return labels, nil
}
```
The `config` is available as `woc.controller.restConfig`.

Is `workflow/controller/controller.go` the right place to add this function?
alexec: Good point. This will be expensive to do. We should avoid it.
alexec: What if we remove the `labelSelector` today?

```yaml
retryStrategy:
  affinity:
    nodeAntiAffinity: {}
```
goock: > What if we remove the `labelSelector` today?
> 
> ```yaml
> retryStrategy:
>   affinity:
>     nodeAntiAffinity: {}
> ```

Ok, let's get rid of `labelSelector` for now and use the default label `kubernetes.io/hostname`.

I hope, according to this https://kubernetes.io/docs/reference/kubernetes-api/labels-annotations-taints/#kubernetesiohostname
that all clusters will have the standard label `kubernetes.io/hostname`.
alexec: I don't think I was clear. We need to avoid any new API requests. So `getNodeLabels` isn't going to work. Instead, let's take `nodeAntiAffinity: {}` to imply the use don't want the retry to run on any of the previous failed nodes.
goock: @alexec Could we merge this PR? I implemented all of the requested features.
alexec: Requires approval from @jessesuen 
alexec: You have full approval - but the conflicts need to be resolved before we can merge it.
goock: @alexec I just resolved the conflicts.
For sure this is my first contribution but the last one to this great project. Thank you guys for your patience and support during this PR.

Patch:
diff --git a/api/jsonschema/schema.json b/api/jsonschema/schema.json
index b1acfa855..a02b96107 100644
--- a/api/jsonschema/schema.json
+++ b/api/jsonschema/schema.json
@@ -1518,9 +1518,26 @@
       ],
       "type": "object"
     },
+    "io.argoproj.workflow.v1alpha1.RetryAffinity": {
+      "description": "RetryAffinity prevents running steps on the same host.",
+      "properties": {
+        "nodeAntiAffinity": {
+          "$ref": "#/definitions/io.argoproj.workflow.v1alpha1.RetryNodeAntiAffinity"
+        }
+      },
+      "type": "object"
+    },
+    "io.argoproj.workflow.v1alpha1.RetryNodeAntiAffinity": {
+      "description": "RetryNodeAntiAffinity is a placeholder for future expansion, only empty nodeAntiAffinity is allowed. In order to prevent running steps on the same host, it uses \"kubernetes.io/hostname\".",
+      "type": "object"
+    },
     "io.argoproj.workflow.v1alpha1.RetryStrategy": {
       "description": "RetryStrategy provides controls on how to retry a workflow step",
       "properties": {
+        "affinity": {
+          "$ref": "#/definitions/io.argoproj.workflow.v1alpha1.RetryAffinity",
+          "description": "Affinity prevents running workflow's step on the same host"
+        },
         "backoff": {
           "$ref": "#/definitions/io.argoproj.workflow.v1alpha1.Backoff",
           "description": "Backoff is a backoff strategy"
diff --git a/api/openapi-spec/swagger.json b/api/openapi-spec/swagger.json
index 3ee117cba..94e597b77 100644
--- a/api/openapi-spec/swagger.json
+++ b/api/openapi-spec/swagger.json
@@ -3570,10 +3570,27 @@
         }
       }
     },
+    "io.argoproj.workflow.v1alpha1.RetryAffinity": {
+      "description": "RetryAffinity prevents running steps on the same host.",
+      "type": "object",
+      "properties": {
+        "nodeAntiAffinity": {
+          "$ref": "#/definitions/io.argoproj.workflow.v1alpha1.RetryNodeAntiAffinity"
+        }
+      }
+    },
+    "io.argoproj.workflow.v1alpha1.RetryNodeAntiAffinity": {
+      "description": "RetryNodeAntiAffinity is a placeholder for future expansion, only empty nodeAntiAffinity is allowed. In order to prevent running steps on the same host, it uses \"kubernetes.io/hostname\".",
+      "type": "object"
+    },
     "io.argoproj.workflow.v1alpha1.RetryStrategy": {
       "description": "RetryStrategy provides controls on how to retry a workflow step",
       "type": "object",
       "properties": {
+        "affinity": {
+          "description": "Affinity prevents running workflow's step on the same host",
+          "$ref": "#/definitions/io.argoproj.workflow.v1alpha1.RetryAffinity"
+        },
         "backoff": {
           "description": "Backoff is a backoff strategy",
           "$ref": "#/definitions/io.argoproj.workflow.v1alpha1.Backoff"
diff --git a/docs/fields.md b/docs/fields.md
index 29cc271cf..b611222e8 100644
--- a/docs/fields.md
+++ b/docs/fields.md
@@ -1567,6 +1567,7 @@ RetryStrategy provides controls on how to retry a workflow step
 ### Fields
 | Field Name | Field Type | Description   |
 |:----------:|:----------:|---------------|
+|`affinity`|[`RetryAffinity`](#retryaffinity)|Affinity prevents running workflow's step on the same host|
 |`backoff`|[`Backoff`](#backoff)|Backoff is a backoff strategy|
 |`limit`|[`IntOrString`](#intorstring)|Limit is the maximum number of attempts when retrying a container|
 |`retryPolicy`|`string`|RetryPolicy is a policy of NodePhase statuses that will be retried|
@@ -2384,6 +2385,15 @@ Prometheus is a prometheus metric to be emitted
 |`name`|`string`|Name is the name of the metric|
 |`when`|`string`|When is a conditional statement that decides when to emit the metric|
 
+## RetryAffinity
+
+RetryAffinity prevents running steps on the same host.
+
+### Fields
+| Field Name | Field Type | Description   |
+|:----------:|:----------:|---------------|
+|`nodeAntiAffinity`|[`RetryNodeAntiAffinity`](#retrynodeantiaffinity)|_No description available_|
+
 ## Backoff
 
 Backoff is a backoff strategy to use within retryStrategy
@@ -3740,6 +3750,10 @@ MetricLabel is a single label for a prometheus metric
 |`key`|`string`|_No description available_|
 |`value`|`string`|_No description available_|
 
+## RetryNodeAntiAffinity
+
+RetryNodeAntiAffinity is a placeholder for future expansion, only empty nodeAntiAffinity is allowed. In order to prevent running steps on the same host, it uses "kubernetes.io/hostname".
+
 ## DAGTask
 
 DAGTask represents a node in the graph during DAG execution
diff --git a/examples/README.md b/examples/README.md
index f451f3dc8..1e20efc2f 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -801,6 +801,8 @@ spec:
         duration: "1"      # Must be a string. Default unit is seconds. Could also be a Duration, e.g.: "2m", "6h", "1d"
         factor: 2
         maxDuration: "1m"  # Must be a string. Default unit is seconds. Could also be a Duration, e.g.: "2m", "6h", "1d"
+      affinity:
+        nodeAntiAffinity: {}
     container:
       image: python:alpine3.6
       command: ["python", -c]
@@ -811,6 +813,7 @@ spec:
 * `limit` is the maximum number of times the container will be retried.
 * `retryPolicy` specifies if a container will be retried on failure, error, or both. "Always" retries on both errors and failures. Also available: "OnFailure" (default), "OnError"
 * `backoff` is an exponential backoff
+* `nodeAntiAffinity` prevents running steps on the same host.  Current implementation allows only empty `nodeAntiAffinity` (i.e. `nodeAntiAffinity: {}`) and by default it uses label `kubernetes.io/hostname` as the selector.
 
 Providing an empty `retryStrategy` (i.e. `retryStrategy: {}`) will cause a container to retry until completion.
 
diff --git a/manifests/base/crds/full/argoproj.io_clusterworkflowtemplates.yaml b/manifests/base/crds/full/argoproj.io_clusterworkflowtemplates.yaml
index 9b8848e2e..efdd85744 100644
--- a/manifests/base/crds/full/argoproj.io_clusterworkflowtemplates.yaml
+++ b/manifests/base/crds/full/argoproj.io_clusterworkflowtemplates.yaml
@@ -817,6 +817,11 @@ spec:
               type: integer
             retryStrategy:
               properties:
+                affinity:
+                  properties:
+                    nodeAntiAffinity:
+                      type: object
+                  type: object
                 backoff:
                   properties:
                     duration:
@@ -4157,6 +4162,11 @@ spec:
                     type: object
                   retryStrategy:
                     properties:
+                      affinity:
+                        properties:
+                          nodeAntiAffinity:
+                            type: object
+                        type: object
                       backoff:
                         properties:
                           duration:
diff --git a/manifests/base/crds/full/argoproj.io_cronworkflows.yaml b/manifests/base/crds/full/argoproj.io_cronworkflows.yaml
index b95d22e48..cdc659124 100644
--- a/manifests/base/crds/full/argoproj.io_cronworkflows.yaml
+++ b/manifests/base/crds/full/argoproj.io_cronworkflows.yaml
@@ -838,6 +838,11 @@ spec:
                   type: integer
                 retryStrategy:
                   properties:
+                    affinity:
+                      properties:
+                        nodeAntiAffinity:
+                          type: object
+                      type: object
                     backoff:
                       properties:
                         duration:
@@ -4178,6 +4183,11 @@ spec:
                         type: object
                       retryStrategy:
                         properties:
+                          affinity:
+                            properties:
+                              nodeAntiAffinity:
+                                type: object
+                            type: object
                           backoff:
                             properties:
                               duration:
diff --git a/manifests/base/crds/full/argoproj.io_workflows.yaml b/manifests/base/crds/full/argoproj.io_workflows.yaml
index d32bd19a4..ed717304a 100644
--- a/manifests/base/crds/full/argoproj.io_workflows.yaml
+++ b/manifests/base/crds/full/argoproj.io_workflows.yaml
@@ -827,6 +827,11 @@ spec:
               type: integer
             retryStrategy:
               properties:
+                affinity:
+                  properties:
+                    nodeAntiAffinity:
+                      type: object
+                  type: object
                 backoff:
                   properties:
                     duration:
@@ -4167,6 +4172,11 @@ spec:
                     type: object
                   retryStrategy:
                     properties:
+                      affinity:
+                        properties:
+                          nodeAntiAffinity:
+                            type: object
+                        type: object
                       backoff:
                         properties:
                           duration:
@@ -12149,6 +12159,11 @@ spec:
                     type: object
                   retryStrategy:
                     properties:
+                      affinity:
+                        properties:
+                          nodeAntiAffinity:
+                            type: object
+                        type: object
                       backoff:
                         properties:
                           duration:
@@ -15154,6 +15169,11 @@ spec:
                   type: integer
                 retryStrategy:
                   properties:
+                    affinity:
+                      properties:
+                        nodeAntiAffinity:
+                          type: object
+                      type: object
                     backoff:
                       properties:
                         duration:
@@ -18494,6 +18514,11 @@ spec:
                         type: object
                       retryStrategy:
                         properties:
+                          affinity:
+                            properties:
+                              nodeAntiAffinity:
+                                type: object
+                            type: object
                           backoff:
                             properties:
                               duration:
diff --git a/manifests/base/crds/full/argoproj.io_workflowtemplates.yaml b/manifests/base/crds/full/argoproj.io_workflowtemplates.yaml
index c974ed829..e6bc5e38b 100644
--- a/manifests/base/crds/full/argoproj.io_workflowtemplates.yaml
+++ b/manifests/base/crds/full/argoproj.io_workflowtemplates.yaml
@@ -816,6 +816,11 @@ spec:
               type: integer
             retryStrategy:
               properties:
+                affinity:
+                  properties:
+                    nodeAntiAffinity:
+                      type: object
+                  type: object
                 backoff:
                   properties:
                     duration:
@@ -4156,6 +4161,11 @@ spec:
                     type: object
                   retryStrategy:
                     properties:
+                      affinity:
+                        properties:
+                          nodeAntiAffinity:
+                            type: object
+                        type: object
                       backoff:
                         properties:
                           duration:
diff --git a/pkg/apis/workflow/v1alpha1/generated.pb.go b/pkg/apis/workflow/v1alpha1/generated.pb.go
index fcf2b8489..bb3d4a3cf 100644
--- a/pkg/apis/workflow/v1alpha1/generated.pb.go
+++ b/pkg/apis/workflow/v1alpha1/generated.pb.go
@@ -1660,10 +1660,66 @@ func (m *ResourceTemplate) XXX_DiscardUnknown() {
 
 var xxx_messageInfo_ResourceTemplate proto.InternalMessageInfo
 
+func (m *RetryAffinity) Reset()      { *m = RetryAffinity{} }
+func (*RetryAffinity) ProtoMessage() {}
+func (*RetryAffinity) Descriptor() ([]byte, []int) {
+	return fileDescriptor_c23edafa7e7ea072, []int{58}
+}
+func (m *RetryAffinity) XXX_Unmarshal(b []byte) error {
+	return m.Unmarshal(b)
+}
+func (m *RetryAffinity) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
+	b = b[:cap(b)]
+	n, err := m.MarshalToSizedBuffer(b)
+	if err != nil {
+		return nil, err
+	}
+	return b[:n], nil
+}
+func (m *RetryAffinity) XXX_Merge(src proto.Message) {
+	xxx_messageInfo_RetryAffinity.Merge(m, src)
+}
+func (m *RetryAffinity) XXX_Size() int {
+	return m.Size()
+}
+func (m *RetryAffinity) XXX_DiscardUnknown() {
+	xxx_messageInfo_RetryAffinity.DiscardUnknown(m)
+}
+
+var xxx_messageInfo_RetryAffinity proto.InternalMessageInfo
+
+func (m *RetryNodeAntiAffinity) Reset()      { *m = RetryNodeAntiAffinity{} }
+func (*RetryNodeAntiAffinity) ProtoMessage() {}
+func (*RetryNodeAntiAffinity) Descriptor() ([]byte, []int) {
+	return fileDescriptor_c23edafa7e7ea072, []int{59}
+}
+func (m *RetryNodeAntiAffinity) XXX_Unmarshal(b []byte) error {
+	return m.Unmarshal(b)
+}
+func (m *RetryNodeAntiAffinity) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
+	b = b[:cap(b)]
+	n, err := m.MarshalToSizedBuffer(b)
+	if err != nil {
+		return nil, err
+	}
+	return b[:n], nil
+}
+func (m *RetryNodeAntiAffinity) XXX_Merge(src proto.Message) {
+	xxx_messageInfo_RetryNodeAntiAffinity.Merge(m, src)
+}
+func (m *RetryNodeAntiAffinity) XXX_Size() int {
+	return m.Size()
+}
+func (m *RetryNodeAntiAffinity) XXX_DiscardUnknown() {
+	xxx_messageInfo_RetryNodeAntiAffinity.DiscardUnknown(m)
+}
+
+var xxx_messageInfo_RetryNodeAntiAffinity proto.InternalMessageInfo
+
 func (m *RetryStrategy) Reset()      { *m = RetryStrategy{} }
 func (*RetryStrategy) ProtoMessage() {}
 func (*RetryStrategy) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{58}
+	return fileDescriptor_c23edafa7e7ea072, []int{60}
 }
 func (m *RetryStrategy) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1691,7 +1747,7 @@ var xxx_messageInfo_RetryStrategy proto.InternalMessageInfo
 func (m *S3Artifact) Reset()      { *m = S3Artifact{} }
 func (*S3Artifact) ProtoMessage() {}
 func (*S3Artifact) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{59}
+	return fileDescriptor_c23edafa7e7ea072, []int{61}
 }
 func (m *S3Artifact) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1719,7 +1775,7 @@ var xxx_messageInfo_S3Artifact proto.InternalMessageInfo
 func (m *S3Bucket) Reset()      { *m = S3Bucket{} }
 func (*S3Bucket) ProtoMessage() {}
 func (*S3Bucket) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{60}
+	return fileDescriptor_c23edafa7e7ea072, []int{62}
 }
 func (m *S3Bucket) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1747,7 +1803,7 @@ var xxx_messageInfo_S3Bucket proto.InternalMessageInfo
 func (m *ScriptTemplate) Reset()      { *m = ScriptTemplate{} }
 func (*ScriptTemplate) ProtoMessage() {}
 func (*ScriptTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{61}
+	return fileDescriptor_c23edafa7e7ea072, []int{63}
 }
 func (m *ScriptTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1775,7 +1831,7 @@ var xxx_messageInfo_ScriptTemplate proto.InternalMessageInfo
 func (m *SemaphoreHolding) Reset()      { *m = SemaphoreHolding{} }
 func (*SemaphoreHolding) ProtoMessage() {}
 func (*SemaphoreHolding) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{62}
+	return fileDescriptor_c23edafa7e7ea072, []int{64}
 }
 func (m *SemaphoreHolding) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1803,7 +1859,7 @@ var xxx_messageInfo_SemaphoreHolding proto.InternalMessageInfo
 func (m *SemaphoreRef) Reset()      { *m = SemaphoreRef{} }
 func (*SemaphoreRef) ProtoMessage() {}
 func (*SemaphoreRef) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{63}
+	return fileDescriptor_c23edafa7e7ea072, []int{65}
 }
 func (m *SemaphoreRef) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1831,7 +1887,7 @@ var xxx_messageInfo_SemaphoreRef proto.InternalMessageInfo
 func (m *SemaphoreStatus) Reset()      { *m = SemaphoreStatus{} }
 func (*SemaphoreStatus) ProtoMessage() {}
 func (*SemaphoreStatus) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{64}
+	return fileDescriptor_c23edafa7e7ea072, []int{66}
 }
 func (m *SemaphoreStatus) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1859,7 +1915,7 @@ var xxx_messageInfo_SemaphoreStatus proto.InternalMessageInfo
 func (m *Sequence) Reset()      { *m = Sequence{} }
 func (*Sequence) ProtoMessage() {}
 func (*Sequence) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{65}
+	return fileDescriptor_c23edafa7e7ea072, []int{67}
 }
 func (m *Sequence) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1887,7 +1943,7 @@ var xxx_messageInfo_Sequence proto.InternalMessageInfo
 func (m *Submit) Reset()      { *m = Submit{} }
 func (*Submit) ProtoMessage() {}
 func (*Submit) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{66}
+	return fileDescriptor_c23edafa7e7ea072, []int{68}
 }
 func (m *Submit) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1915,7 +1971,7 @@ var xxx_messageInfo_Submit proto.InternalMessageInfo
 func (m *SubmitOpts) Reset()      { *m = SubmitOpts{} }
 func (*SubmitOpts) ProtoMessage() {}
 func (*SubmitOpts) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{67}
+	return fileDescriptor_c23edafa7e7ea072, []int{69}
 }
 func (m *SubmitOpts) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1943,7 +1999,7 @@ var xxx_messageInfo_SubmitOpts proto.InternalMessageInfo
 func (m *SuppliedValueFrom) Reset()      { *m = SuppliedValueFrom{} }
 func (*SuppliedValueFrom) ProtoMessage() {}
 func (*SuppliedValueFrom) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{68}
+	return fileDescriptor_c23edafa7e7ea072, []int{70}
 }
 func (m *SuppliedValueFrom) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1971,7 +2027,7 @@ var xxx_messageInfo_SuppliedValueFrom proto.InternalMessageInfo
 func (m *SuspendTemplate) Reset()      { *m = SuspendTemplate{} }
 func (*SuspendTemplate) ProtoMessage() {}
 func (*SuspendTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{69}
+	return fileDescriptor_c23edafa7e7ea072, []int{71}
 }
 func (m *SuspendTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -1999,7 +2055,7 @@ var xxx_messageInfo_SuspendTemplate proto.InternalMessageInfo
 func (m *Synchronization) Reset()      { *m = Synchronization{} }
 func (*Synchronization) ProtoMessage() {}
 func (*Synchronization) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{70}
+	return fileDescriptor_c23edafa7e7ea072, []int{72}
 }
 func (m *Synchronization) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2027,7 +2083,7 @@ var xxx_messageInfo_Synchronization proto.InternalMessageInfo
 func (m *SynchronizationStatus) Reset()      { *m = SynchronizationStatus{} }
 func (*SynchronizationStatus) ProtoMessage() {}
 func (*SynchronizationStatus) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{71}
+	return fileDescriptor_c23edafa7e7ea072, []int{73}
 }
 func (m *SynchronizationStatus) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2055,7 +2111,7 @@ var xxx_messageInfo_SynchronizationStatus proto.InternalMessageInfo
 func (m *TTLStrategy) Reset()      { *m = TTLStrategy{} }
 func (*TTLStrategy) ProtoMessage() {}
 func (*TTLStrategy) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{72}
+	return fileDescriptor_c23edafa7e7ea072, []int{74}
 }
 func (m *TTLStrategy) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2083,7 +2139,7 @@ var xxx_messageInfo_TTLStrategy proto.InternalMessageInfo
 func (m *TarStrategy) Reset()      { *m = TarStrategy{} }
 func (*TarStrategy) ProtoMessage() {}
 func (*TarStrategy) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{73}
+	return fileDescriptor_c23edafa7e7ea072, []int{75}
 }
 func (m *TarStrategy) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2111,7 +2167,7 @@ var xxx_messageInfo_TarStrategy proto.InternalMessageInfo
 func (m *Template) Reset()      { *m = Template{} }
 func (*Template) ProtoMessage() {}
 func (*Template) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{74}
+	return fileDescriptor_c23edafa7e7ea072, []int{76}
 }
 func (m *Template) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2139,7 +2195,7 @@ var xxx_messageInfo_Template proto.InternalMessageInfo
 func (m *TemplateRef) Reset()      { *m = TemplateRef{} }
 func (*TemplateRef) ProtoMessage() {}
 func (*TemplateRef) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{75}
+	return fileDescriptor_c23edafa7e7ea072, []int{77}
 }
 func (m *TemplateRef) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2167,7 +2223,7 @@ var xxx_messageInfo_TemplateRef proto.InternalMessageInfo
 func (m *UserContainer) Reset()      { *m = UserContainer{} }
 func (*UserContainer) ProtoMessage() {}
 func (*UserContainer) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{76}
+	return fileDescriptor_c23edafa7e7ea072, []int{78}
 }
 func (m *UserContainer) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2195,7 +2251,7 @@ var xxx_messageInfo_UserContainer proto.InternalMessageInfo
 func (m *ValueFrom) Reset()      { *m = ValueFrom{} }
 func (*ValueFrom) ProtoMessage() {}
 func (*ValueFrom) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{77}
+	return fileDescriptor_c23edafa7e7ea072, []int{79}
 }
 func (m *ValueFrom) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2223,7 +2279,7 @@ var xxx_messageInfo_ValueFrom proto.InternalMessageInfo
 func (m *Version) Reset()      { *m = Version{} }
 func (*Version) ProtoMessage() {}
 func (*Version) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{78}
+	return fileDescriptor_c23edafa7e7ea072, []int{80}
 }
 func (m *Version) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2251,7 +2307,7 @@ var xxx_messageInfo_Version proto.InternalMessageInfo
 func (m *VolumeClaimGC) Reset()      { *m = VolumeClaimGC{} }
 func (*VolumeClaimGC) ProtoMessage() {}
 func (*VolumeClaimGC) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{79}
+	return fileDescriptor_c23edafa7e7ea072, []int{81}
 }
 func (m *VolumeClaimGC) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2279,7 +2335,7 @@ var xxx_messageInfo_VolumeClaimGC proto.InternalMessageInfo
 func (m *Workflow) Reset()      { *m = Workflow{} }
 func (*Workflow) ProtoMessage() {}
 func (*Workflow) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{80}
+	return fileDescriptor_c23edafa7e7ea072, []int{82}
 }
 func (m *Workflow) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2307,7 +2363,7 @@ var xxx_messageInfo_Workflow proto.InternalMessageInfo
 func (m *WorkflowEventBinding) Reset()      { *m = WorkflowEventBinding{} }
 func (*WorkflowEventBinding) ProtoMessage() {}
 func (*WorkflowEventBinding) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{81}
+	return fileDescriptor_c23edafa7e7ea072, []int{83}
 }
 func (m *WorkflowEventBinding) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2335,7 +2391,7 @@ var xxx_messageInfo_WorkflowEventBinding proto.InternalMessageInfo
 func (m *WorkflowEventBindingList) Reset()      { *m = WorkflowEventBindingList{} }
 func (*WorkflowEventBindingList) ProtoMessage() {}
 func (*WorkflowEventBindingList) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{82}
+	return fileDescriptor_c23edafa7e7ea072, []int{84}
 }
 func (m *WorkflowEventBindingList) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2363,7 +2419,7 @@ var xxx_messageInfo_WorkflowEventBindingList proto.InternalMessageInfo
 func (m *WorkflowEventBindingSpec) Reset()      { *m = WorkflowEventBindingSpec{} }
 func (*WorkflowEventBindingSpec) ProtoMessage() {}
 func (*WorkflowEventBindingSpec) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{83}
+	return fileDescriptor_c23edafa7e7ea072, []int{85}
 }
 func (m *WorkflowEventBindingSpec) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2391,7 +2447,7 @@ var xxx_messageInfo_WorkflowEventBindingSpec proto.InternalMessageInfo
 func (m *WorkflowList) Reset()      { *m = WorkflowList{} }
 func (*WorkflowList) ProtoMessage() {}
 func (*WorkflowList) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{84}
+	return fileDescriptor_c23edafa7e7ea072, []int{86}
 }
 func (m *WorkflowList) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2419,7 +2475,7 @@ var xxx_messageInfo_WorkflowList proto.InternalMessageInfo
 func (m *WorkflowSpec) Reset()      { *m = WorkflowSpec{} }
 func (*WorkflowSpec) ProtoMessage() {}
 func (*WorkflowSpec) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{85}
+	return fileDescriptor_c23edafa7e7ea072, []int{87}
 }
 func (m *WorkflowSpec) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2447,7 +2503,7 @@ var xxx_messageInfo_WorkflowSpec proto.InternalMessageInfo
 func (m *WorkflowStatus) Reset()      { *m = WorkflowStatus{} }
 func (*WorkflowStatus) ProtoMessage() {}
 func (*WorkflowStatus) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{86}
+	return fileDescriptor_c23edafa7e7ea072, []int{88}
 }
 func (m *WorkflowStatus) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2475,7 +2531,7 @@ var xxx_messageInfo_WorkflowStatus proto.InternalMessageInfo
 func (m *WorkflowStep) Reset()      { *m = WorkflowStep{} }
 func (*WorkflowStep) ProtoMessage() {}
 func (*WorkflowStep) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{87}
+	return fileDescriptor_c23edafa7e7ea072, []int{89}
 }
 func (m *WorkflowStep) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2503,7 +2559,7 @@ var xxx_messageInfo_WorkflowStep proto.InternalMessageInfo
 func (m *WorkflowTemplate) Reset()      { *m = WorkflowTemplate{} }
 func (*WorkflowTemplate) ProtoMessage() {}
 func (*WorkflowTemplate) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{88}
+	return fileDescriptor_c23edafa7e7ea072, []int{90}
 }
 func (m *WorkflowTemplate) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2531,7 +2587,7 @@ var xxx_messageInfo_WorkflowTemplate proto.InternalMessageInfo
 func (m *WorkflowTemplateList) Reset()      { *m = WorkflowTemplateList{} }
 func (*WorkflowTemplateList) ProtoMessage() {}
 func (*WorkflowTemplateList) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{89}
+	return fileDescriptor_c23edafa7e7ea072, []int{91}
 }
 func (m *WorkflowTemplateList) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2559,7 +2615,7 @@ var xxx_messageInfo_WorkflowTemplateList proto.InternalMessageInfo
 func (m *WorkflowTemplateRef) Reset()      { *m = WorkflowTemplateRef{} }
 func (*WorkflowTemplateRef) ProtoMessage() {}
 func (*WorkflowTemplateRef) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{90}
+	return fileDescriptor_c23edafa7e7ea072, []int{92}
 }
 func (m *WorkflowTemplateRef) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2587,7 +2643,7 @@ var xxx_messageInfo_WorkflowTemplateRef proto.InternalMessageInfo
 func (m *WorkflowTemplateSpec) Reset()      { *m = WorkflowTemplateSpec{} }
 func (*WorkflowTemplateSpec) ProtoMessage() {}
 func (*WorkflowTemplateSpec) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{91}
+	return fileDescriptor_c23edafa7e7ea072, []int{93}
 }
 func (m *WorkflowTemplateSpec) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2615,7 +2671,7 @@ var xxx_messageInfo_WorkflowTemplateSpec proto.InternalMessageInfo
 func (m *ZipStrategy) Reset()      { *m = ZipStrategy{} }
 func (*ZipStrategy) ProtoMessage() {}
 func (*ZipStrategy) Descriptor() ([]byte, []int) {
-	return fileDescriptor_c23edafa7e7ea072, []int{92}
+	return fileDescriptor_c23edafa7e7ea072, []int{94}
 }
 func (m *ZipStrategy) XXX_Unmarshal(b []byte) error {
 	return m.Unmarshal(b)
@@ -2702,6 +2758,8 @@ func init() {
 	proto.RegisterType((*Prometheus)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.Prometheus")
 	proto.RegisterType((*RawArtifact)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.RawArtifact")
 	proto.RegisterType((*ResourceTemplate)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.ResourceTemplate")
+	proto.RegisterType((*RetryAffinity)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.RetryAffinity")
+	proto.RegisterType((*RetryNodeAntiAffinity)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.RetryNodeAntiAffinity")
 	proto.RegisterType((*RetryStrategy)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.RetryStrategy")
 	proto.RegisterType((*S3Artifact)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.S3Artifact")
 	proto.RegisterType((*S3Bucket)(nil), "github.com.argoproj.argo.pkg.apis.workflow.v1alpha1.S3Bucket")
@@ -2749,476 +2807,480 @@ func init() {
 }
 
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+	0x5f, 0x7b, 0xe1, 0xbb, 0x5f, 0x5f, 0x7b, 0xe1, 0xab, 0xe3, 0x6b, 0xb9, 0x6f, 0x1f, 0x5f, 0xcb,
+	0x7d, 0xe7, 0xf8, 0x5a, 0xee, 0xbb, 0xc7, 0xd7, 0x72, 0x3f, 0x38, 0xbe, 0x96, 0xfb, 0x1b, 0xff,
+	0xf5, 0xda, 0x0b, 0x1f, 0x15, 0x54, 0xdb, 0xfe, 0x5f, 0x00, 0x00, 0x00, 0xff, 0xff, 0xf0, 0x8d,
+	0xf7, 0x18, 0xff, 0x82, 0x00, 0x00,
 }
 
 func (m *Amount) Marshal() (dAtA []byte, err error) {
@@ -6241,6 +6303,64 @@ func (m *ResourceTemplate) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	return len(dAtA) - i, nil
 }
 
+func (m *RetryAffinity) Marshal() (dAtA []byte, err error) {
+	size := m.Size()
+	dAtA = make([]byte, size)
+	n, err := m.MarshalToSizedBuffer(dAtA[:size])
+	if err != nil {
+		return nil, err
+	}
+	return dAtA[:n], nil
+}
+
+func (m *RetryAffinity) MarshalTo(dAtA []byte) (int, error) {
+	size := m.Size()
+	return m.MarshalToSizedBuffer(dAtA[:size])
+}
+
+func (m *RetryAffinity) MarshalToSizedBuffer(dAtA []byte) (int, error) {
+	i := len(dAtA)
+	_ = i
+	var l int
+	_ = l
+	if m.NodeAntiAffinity != nil {
+		{
+			size, err := m.NodeAntiAffinity.MarshalToSizedBuffer(dAtA[:i])
+			if err != nil {
+				return 0, err
+			}
+			i -= size
+			i = encodeVarintGenerated(dAtA, i, uint64(size))
+		}
+		i--
+		dAtA[i] = 0xa
+	}
+	return len(dAtA) - i, nil
+}
+
+func (m *RetryNodeAntiAffinity) Marshal() (dAtA []byte, err error) {
+	size := m.Size()
+	dAtA = make([]byte, size)
+	n, err := m.MarshalToSizedBuffer(dAtA[:size])
+	if err != nil {
+		return nil, err
+	}
+	return dAtA[:n], nil
+}
+
+func (m *RetryNodeAntiAffinity) MarshalTo(dAtA []byte) (int, error) {
+	size := m.Size()
+	return m.MarshalToSizedBuffer(dAtA[:size])
+}
+
+func (m *RetryNodeAntiAffinity) MarshalToSizedBuffer(dAtA []byte) (int, error) {
+	i := len(dAtA)
+	_ = i
+	var l int
+	_ = l
+	return len(dAtA) - i, nil
+}
+
 func (m *RetryStrategy) Marshal() (dAtA []byte, err error) {
 	size := m.Size()
 	dAtA = make([]byte, size)
@@ -6261,6 +6381,18 @@ func (m *RetryStrategy) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	_ = i
 	var l int
 	_ = l
+	if m.Affinity != nil {
+		{
+			size, err := m.Affinity.MarshalToSizedBuffer(dAtA[:i])
+			if err != nil {
+				return 0, err
+			}
+			i -= size
+			i = encodeVarintGenerated(dAtA, i, uint64(size))
+		}
+		i--
+		dAtA[i] = 0x22
+	}
 	if m.Backoff != nil {
 		{
 			size, err := m.Backoff.MarshalToSizedBuffer(dAtA[:i])
@@ -10053,6 +10185,28 @@ func (m *ResourceTemplate) Size() (n int) {
 	return n
 }
 
+func (m *RetryAffinity) Size() (n int) {
+	if m == nil {
+		return 0
+	}
+	var l int
+	_ = l
+	if m.NodeAntiAffinity != nil {
+		l = m.NodeAntiAffinity.Size()
+		n += 1 + l + sovGenerated(uint64(l))
+	}
+	return n
+}
+
+func (m *RetryNodeAntiAffinity) Size() (n int) {
+	if m == nil {
+		return 0
+	}
+	var l int
+	_ = l
+	return n
+}
+
 func (m *RetryStrategy) Size() (n int) {
 	if m == nil {
 		return 0
@@ -10069,6 +10223,10 @@ func (m *RetryStrategy) Size() (n int) {
 		l = m.Backoff.Size()
 		n += 1 + l + sovGenerated(uint64(l))
 	}
+	if m.Affinity != nil {
+		l = m.Affinity.Size()
+		n += 1 + l + sovGenerated(uint64(l))
+	}
 	return n
 }
 
@@ -11800,6 +11958,25 @@ func (this *ResourceTemplate) String() string {
 	}, "")
 	return s
 }
+func (this *RetryAffinity) String() string {
+	if this == nil {
+		return "nil"
+	}
+	s := strings.Join([]string{`&RetryAffinity{`,
+		`NodeAntiAffinity:` + strings.Replace(this.NodeAntiAffinity.String(), "RetryNodeAntiAffinity", "RetryNodeAntiAffinity", 1) + `,`,
+		`}`,
+	}, "")
+	return s
+}
+func (this *RetryNodeAntiAffinity) String() string {
+	if this == nil {
+		return "nil"
+	}
+	s := strings.Join([]string{`&RetryNodeAntiAffinity{`,
+		`}`,
+	}, "")
+	return s
+}
 func (this *RetryStrategy) String() string {
 	if this == nil {
 		return "nil"
@@ -11808,6 +11985,7 @@ func (this *RetryStrategy) String() string {
 		`Limit:` + strings.Replace(fmt.Sprintf("%v", this.Limit), "IntOrString", "intstr.IntOrString", 1) + `,`,
 		`RetryPolicy:` + fmt.Sprintf("%v", this.RetryPolicy) + `,`,
 		`Backoff:` + strings.Replace(this.Backoff.String(), "Backoff", "Backoff", 1) + `,`,
+		`Affinity:` + strings.Replace(this.Affinity.String(), "RetryAffinity", "RetryAffinity", 1) + `,`,
 		`}`,
 	}, "")
 	return s
@@ -22075,6 +22253,148 @@ func (m *ResourceTemplate) Unmarshal(dAtA []byte) error {
 	}
 	return nil
 }
+func (m *RetryAffinity) Unmarshal(dAtA []byte) error {
+	l := len(dAtA)
+	iNdEx := 0
+	for iNdEx < l {
+		preIndex := iNdEx
+		var wire uint64
+		for shift := uint(0); ; shift += 7 {
+			if shift >= 64 {
+				return ErrIntOverflowGenerated
+			}
+			if iNdEx >= l {
+				return io.ErrUnexpectedEOF
+			}
+			b := dAtA[iNdEx]
+			iNdEx++
+			wire |= uint64(b&0x7F) << shift
+			if b < 0x80 {
+				break
+			}
+		}
+		fieldNum := int32(wire >> 3)
+		wireType := int(wire & 0x7)
+		if wireType == 4 {
+			return fmt.Errorf("proto: RetryAffinity: wiretype end group for non-group")
+		}
+		if fieldNum <= 0 {
+			return fmt.Errorf("proto: RetryAffinity: illegal tag %d (wire type %d)", fieldNum, wire)
+		}
+		switch fieldNum {
+		case 1:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field NodeAntiAffinity", wireType)
+			}
+			var msglen int
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				msglen |= int(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			if msglen < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			postIndex := iNdEx + msglen
+			if postIndex < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			if m.NodeAntiAffinity == nil {
+				m.NodeAntiAffinity = &RetryNodeAntiAffinity{}
+			}
+			if err := m.NodeAntiAffinity.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
+				return err
+			}
+			iNdEx = postIndex
+		default:
+			iNdEx = preIndex
+			skippy, err := skipGenerated(dAtA[iNdEx:])
+			if err != nil {
+				return err
+			}
+			if skippy < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if (iNdEx + skippy) < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if (iNdEx + skippy) > l {
+				return io.ErrUnexpectedEOF
+			}
+			iNdEx += skippy
+		}
+	}
+
+	if iNdEx > l {
+		return io.ErrUnexpectedEOF
+	}
+	return nil
+}
+func (m *RetryNodeAntiAffinity) Unmarshal(dAtA []byte) error {
+	l := len(dAtA)
+	iNdEx := 0
+	for iNdEx < l {
+		preIndex := iNdEx
+		var wire uint64
+		for shift := uint(0); ; shift += 7 {
+			if shift >= 64 {
+				return ErrIntOverflowGenerated
+			}
+			if iNdEx >= l {
+				return io.ErrUnexpectedEOF
+			}
+			b := dAtA[iNdEx]
+			iNdEx++
+			wire |= uint64(b&0x7F) << shift
+			if b < 0x80 {
+				break
+			}
+		}
+		fieldNum := int32(wire >> 3)
+		wireType := int(wire & 0x7)
+		if wireType == 4 {
+			return fmt.Errorf("proto: RetryNodeAntiAffinity: wiretype end group for non-group")
+		}
+		if fieldNum <= 0 {
+			return fmt.Errorf("proto: RetryNodeAntiAffinity: illegal tag %d (wire type %d)", fieldNum, wire)
+		}
+		switch fieldNum {
+		default:
+			iNdEx = preIndex
+			skippy, err := skipGenerated(dAtA[iNdEx:])
+			if err != nil {
+				return err
+			}
+			if skippy < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if (iNdEx + skippy) < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if (iNdEx + skippy) > l {
+				return io.ErrUnexpectedEOF
+			}
+			iNdEx += skippy
+		}
+	}
+
+	if iNdEx > l {
+		return io.ErrUnexpectedEOF
+	}
+	return nil
+}
 func (m *RetryStrategy) Unmarshal(dAtA []byte) error {
 	l := len(dAtA)
 	iNdEx := 0
@@ -22208,6 +22528,42 @@ func (m *RetryStrategy) Unmarshal(dAtA []byte) error {
 				return err
 			}
 			iNdEx = postIndex
+		case 4:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field Affinity", wireType)
+			}
+			var msglen int
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				msglen |= int(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			if msglen < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			postIndex := iNdEx + msglen
+			if postIndex < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			if m.Affinity == nil {
+				m.Affinity = &RetryAffinity{}
+			}
+			if err := m.Affinity.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
+				return err
+			}
+			iNdEx = postIndex
 		default:
 			iNdEx = preIndex
 			skippy, err := skipGenerated(dAtA[iNdEx:])
diff --git a/pkg/apis/workflow/v1alpha1/generated.proto b/pkg/apis/workflow/v1alpha1/generated.proto
index 6b42acd1c..daa03d05e 100644
--- a/pkg/apis/workflow/v1alpha1/generated.proto
+++ b/pkg/apis/workflow/v1alpha1/generated.proto
@@ -849,6 +849,16 @@ message ResourceTemplate {
   repeated string flags = 7;
 }
 
+// RetryAffinity prevents running steps on the same host.
+message RetryAffinity {
+  optional RetryNodeAntiAffinity nodeAntiAffinity = 1;
+}
+
+// RetryNodeAntiAffinity is a placeholder for future expansion, only empty nodeAntiAffinity is allowed.
+// In order to prevent running steps on the same host, it uses "kubernetes.io/hostname".
+message RetryNodeAntiAffinity {
+}
+
 // RetryStrategy provides controls on how to retry a workflow step
 message RetryStrategy {
   // Limit is the maximum number of attempts when retrying a container
@@ -859,6 +869,9 @@ message RetryStrategy {
 
   // Backoff is a backoff strategy
   optional Backoff backoff = 3;
+
+  // Affinity prevents running workflow's step on the same host
+  optional RetryAffinity affinity = 4;
 }
 
 // S3Artifact is the location of an S3 artifact
diff --git a/pkg/apis/workflow/v1alpha1/openapi_generated.go b/pkg/apis/workflow/v1alpha1/openapi_generated.go
index eeba5b03c..db4206f11 100644
--- a/pkg/apis/workflow/v1alpha1/openapi_generated.go
+++ b/pkg/apis/workflow/v1alpha1/openapi_generated.go
@@ -71,6 +71,8 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA
 		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.Prometheus":                  schema_pkg_apis_workflow_v1alpha1_Prometheus(ref),
 		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RawArtifact":                 schema_pkg_apis_workflow_v1alpha1_RawArtifact(ref),
 		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.ResourceTemplate":            schema_pkg_apis_workflow_v1alpha1_ResourceTemplate(ref),
+		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RetryAffinity":               schema_pkg_apis_workflow_v1alpha1_RetryAffinity(ref),
+		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RetryNodeAntiAffinity":       schema_pkg_apis_workflow_v1alpha1_RetryNodeAntiAffinity(ref),
 		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RetryStrategy":               schema_pkg_apis_workflow_v1alpha1_RetryStrategy(ref),
 		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.S3Artifact":                  schema_pkg_apis_workflow_v1alpha1_S3Artifact(ref),
 		"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.S3Bucket":                    schema_pkg_apis_workflow_v1alpha1_S3Bucket(ref),
@@ -2709,6 +2711,37 @@ func schema_pkg_apis_workflow_v1alpha1_ResourceTemplate(ref common.ReferenceCall
 	}
 }
 
+func schema_pkg_apis_workflow_v1alpha1_RetryAffinity(ref common.ReferenceCallback) common.OpenAPIDefinition {
+	return common.OpenAPIDefinition{
+		Schema: spec.Schema{
+			SchemaProps: spec.SchemaProps{
+				Description: "RetryAffinity prevents running steps on the same host.",
+				Type:        []string{"object"},
+				Properties: map[string]spec.Schema{
+					"nodeAntiAffinity": {
+						SchemaProps: spec.SchemaProps{
+							Ref: ref("github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RetryNodeAntiAffinity"),
+						},
+					},
+				},
+			},
+		},
+		Dependencies: []string{
+			"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RetryNodeAntiAffinity"},
+	}
+}
+
+func schema_pkg_apis_workflow_v1alpha1_RetryNodeAntiAffinity(ref common.ReferenceCallback) common.OpenAPIDefinition {
+	return common.OpenAPIDefinition{
+		Schema: spec.Schema{
+			SchemaProps: spec.SchemaProps{
+				Description: "RetryNodeAntiAffinity is a placeholder for future expansion, only empty nodeAntiAffinity is allowed. In order to prevent running steps on the same host, it uses \"kubernetes.io/hostname\".",
+				Type:        []string{"object"},
+			},
+		},
+	}
+}
+
 func schema_pkg_apis_workflow_v1alpha1_RetryStrategy(ref common.ReferenceCallback) common.OpenAPIDefinition {
 	return common.OpenAPIDefinition{
 		Schema: spec.Schema{
@@ -2735,11 +2768,17 @@ func schema_pkg_apis_workflow_v1alpha1_RetryStrategy(ref common.ReferenceCallbac
 							Ref:         ref("github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.Backoff"),
 						},
 					},
+					"affinity": {
+						SchemaProps: spec.SchemaProps{
+							Description: "Affinity prevents running workflow's step on the same host",
+							Ref:         ref("github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RetryAffinity"),
+						},
+					},
 				},
 			},
 		},
 		Dependencies: []string{
-			"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.Backoff", "k8s.io/apimachinery/pkg/util/intstr.IntOrString"},
+			"github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.Backoff", "github.com/argoproj/argo/pkg/apis/workflow/v1alpha1.RetryAffinity", "k8s.io/apimachinery/pkg/util/intstr.IntOrString"},
 	}
 }
 
diff --git a/pkg/apis/workflow/v1alpha1/workflow_types.go b/pkg/apis/workflow/v1alpha1/workflow_types.go
index f02ce6999..68e82ae3b 100644
--- a/pkg/apis/workflow/v1alpha1/workflow_types.go
+++ b/pkg/apis/workflow/v1alpha1/workflow_types.go
@@ -1204,6 +1204,41 @@ func SucceededPodNode(n NodeStatus) bool {
 	return n.Type == NodeTypePod && n.Phase == NodeSucceeded
 }
 
+// Children returns the children of the parent.
+func (s Nodes) Children(parentNodeId string) Nodes {
+	var childNodes = make(Nodes)
+	parentNode, ok := s[parentNodeId]
+	if !ok {
+		return childNodes
+	}
+	for _, childID := range parentNode.Children {
+		if childNode, ok := s[childID]; ok {
+			childNodes[childID] = childNode
+		}
+	}
+	return childNodes
+}
+
+// Filter returns the subset of the nodes that match the predicate, e.g. only failed nodes
+func (s Nodes) Filter(predicate func(NodeStatus) bool) Nodes {
+	var filteredNodes = make(Nodes)
+	for _, node := range s {
+		if predicate(node) {
+			filteredNodes[node.ID] = node
+		}
+	}
+	return filteredNodes
+}
+
+// Map maps the nodes to new values, e.g. `x.Hostname`
+func (s Nodes) Map(f func(x NodeStatus) interface{}) map[string]interface{} {
+	var values = make(map[string]interface{})
+	for _, node := range s {
+		values[node.ID] = f(node)
+	}
+	return values
+}
+
 // UserContainer is a container specified by a user.
 type UserContainer struct {
 	apiv1.Container `json:",inline" protobuf:"bytes,1,opt,name=container"`
@@ -1301,6 +1336,16 @@ type Backoff struct {
 	MaxDuration string `json:"maxDuration,omitempty" protobuf:"varint,3,opt,name=maxDuration"`
 }
 
+// RetryNodeAntiAffinity is a placeholder for future expansion, only empty nodeAntiAffinity is allowed.
+// In order to prevent running steps on the same host, it uses "kubernetes.io/hostname".
+type RetryNodeAntiAffinity struct {
+}
+
+// RetryAffinity prevents running steps on the same host.
+type RetryAffinity struct {
+	NodeAntiAffinity *RetryNodeAntiAffinity `json:"nodeAntiAffinity,omitempty" protobuf:"bytes,1,opt,name=nodeAntiAffinity"`
+}
+
 // RetryStrategy provides controls on how to retry a workflow step
 type RetryStrategy struct {
 	// Limit is the maximum number of attempts when retrying a container
@@ -1311,6 +1356,9 @@ type RetryStrategy struct {
 
 	// Backoff is a backoff strategy
 	Backoff *Backoff `json:"backoff,omitempty" protobuf:"bytes,3,opt,name=backoff,casttype=Backoff"`
+
+	// Affinity prevents running workflow's step on the same host
+	Affinity *RetryAffinity `json:"affinity,omitempty" protobuf:"bytes,4,opt,name=affinity"`
 }
 
 // The amount of requested resource * the duration that request was used.
diff --git a/pkg/apis/workflow/v1alpha1/zz_generated.deepcopy.go b/pkg/apis/workflow/v1alpha1/zz_generated.deepcopy.go
index 7a9c89319..6f2138b1f 100644
--- a/pkg/apis/workflow/v1alpha1/zz_generated.deepcopy.go
+++ b/pkg/apis/workflow/v1alpha1/zz_generated.deepcopy.go
@@ -1533,6 +1533,43 @@ func (in ResourcesDuration) DeepCopy() ResourcesDuration {
 	return *out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *RetryAffinity) DeepCopyInto(out *RetryAffinity) {
+	*out = *in
+	if in.NodeAntiAffinity != nil {
+		in, out := &in.NodeAntiAffinity, &out.NodeAntiAffinity
+		*out = new(RetryNodeAntiAffinity)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RetryAffinity.
+func (in *RetryAffinity) DeepCopy() *RetryAffinity {
+	if in == nil {
+		return nil
+	}
+	out := new(RetryAffinity)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *RetryNodeAntiAffinity) DeepCopyInto(out *RetryNodeAntiAffinity) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RetryNodeAntiAffinity.
+func (in *RetryNodeAntiAffinity) DeepCopy() *RetryNodeAntiAffinity {
+	if in == nil {
+		return nil
+	}
+	out := new(RetryNodeAntiAffinity)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *RetryStrategy) DeepCopyInto(out *RetryStrategy) {
 	*out = *in
@@ -1546,6 +1583,11 @@ func (in *RetryStrategy) DeepCopyInto(out *RetryStrategy) {
 		*out = new(Backoff)
 		(*in).DeepCopyInto(*out)
 	}
+	if in.Affinity != nil {
+		in, out := &in.Affinity, &out.Affinity
+		*out = new(RetryAffinity)
+		(*in).DeepCopyInto(*out)
+	}
 	return
 }
 
diff --git a/ui/src/app/workflows/components/workflow-node-info/workflow-node-info.tsx b/ui/src/app/workflows/components/workflow-node-info/workflow-node-info.tsx
index 2c95732db..e6ddb7279 100644
--- a/ui/src/app/workflows/components/workflow-node-info/workflow-node-info.tsx
+++ b/ui/src/app/workflows/components/workflow-node-info/workflow-node-info.tsx
@@ -20,6 +20,17 @@ function nodeDuration(node: models.NodeStatus, now: moment.Moment) {
     return endTime.diff(moment(node.startedAt)) / 1000;
 }
 
+function failHosts(node: models.NodeStatus, workflow: models.Workflow) {
+    const hosts = [];
+    for (const childNodeID of node.children) {
+        const childNode = workflow.status.nodes[childNodeID];
+        if ((childNode.phase === models.NODE_PHASE.FAILED || childNode.phase === models.NODE_PHASE.ERROR) && hosts.indexOf(childNode.hostNodeName) === -1) {
+            hosts.push(childNode.hostNodeName);
+        }
+    }
+    return hosts.join('\n');
+}
+
 interface Props {
     node: models.NodeStatus;
     workflow: models.Workflow;
@@ -95,6 +106,9 @@ export const WorkflowNodeSummary = (props: Props) => {
     if (props.node.type === 'Pod') {
         attributes.splice(2, 0, {title: 'POD NAME', value: props.node.id}, {title: 'HOST NODE NAME', value: props.node.hostNodeName});
     }
+    if (props.node.type === 'Retry') {
+        attributes.push({title: 'FAIL HOSTS', value: <pre className='workflow-node-info__multi-line'>{failHosts(props.node, props.workflow)}</pre>});
+    }
     if (props.node.resourcesDuration) {
         attributes.push({
             title: 'RESOURCES DURATION',
diff --git a/workflow/controller/operator.go b/workflow/controller/operator.go
index eee36977f..860f4d25d 100644
--- a/workflow/controller/operator.go
+++ b/workflow/controller/operator.go
@@ -1704,6 +1704,11 @@ func (woc *wfOperationCtx) executeTemplate(nodeName string, orgTmpl wfv1.Templat
 			woc.addChildNode(retryNodeName, nodeName)
 			node = nil
 
+			// It has to be one child at least
+			if lastChildNode != nil {
+				RetryOnDifferentHost(retryNodeName)(*woc.retryStrategy(processedTmpl), woc.wf.Status.Nodes, processedTmpl)
+			}
+
 			localParams := make(map[string]string)
 			// Change the `pod.name` variable to the new retry node name
 			if processedTmpl.IsPodType() {
diff --git a/workflow/controller/retry_tweak.go b/workflow/controller/retry_tweak.go
new file mode 100644
index 000000000..809cff67a
--- /dev/null
+++ b/workflow/controller/retry_tweak.go
@@ -0,0 +1,23 @@
+package controller
+
+import (
+	wfv1 "github.com/argoproj/argo/pkg/apis/workflow/v1alpha1"
+	wfretry "github.com/argoproj/argo/workflow/util/retry"
+)
+
+// RetryTweak is a 2nd order function interface for tweaking the retry
+type RetryTweak = func(retryStrategy wfv1.RetryStrategy, nodes wfv1.Nodes, tmpl *wfv1.Template)
+
+// RetryOnDifferentHost append affinity with fail host to template
+func RetryOnDifferentHost(retryNodeName string) RetryTweak {
+	return func(retryStrategy wfv1.RetryStrategy, nodes wfv1.Nodes, tmpl *wfv1.Template) {
+		if retryStrategy.Affinity == nil {
+			return
+		}
+		hostNames := wfretry.GetFailHosts(nodes, retryNodeName)
+		hostLabel := "kubernetes.io/hostname"
+		if hostLabel != "" && len(hostNames) > 0 {
+			tmpl.Affinity = wfretry.AddHostnamesToAffinity(hostLabel, hostNames, tmpl.Affinity)
+		}
+	}
+}
diff --git a/workflow/util/retry/retry.go b/workflow/util/retry/retry.go
new file mode 100644
index 000000000..bc5f7c223
--- /dev/null
+++ b/workflow/util/retry/retry.go
@@ -0,0 +1,110 @@
+package retry
+
+import (
+	apiv1 "k8s.io/api/core/v1"
+
+	wfv1 "github.com/argoproj/argo/pkg/apis/workflow/v1alpha1"
+)
+
+// GetFailHosts returns slice of all child nodes with fail or error status
+func GetFailHosts(nodes wfv1.Nodes, parent string) []string {
+	var hostNames = []string{}
+	failNodes := nodes.Children(parent).
+		Filter(func(x wfv1.NodeStatus) bool { return x.Phase == wfv1.NodeFailed || x.Phase == wfv1.NodeError }).
+		Map(func(x wfv1.NodeStatus) interface{} { return x.HostNodeName })
+	for _, hostName := range failNodes {
+		hostNames = append(hostNames, hostName.(string))
+	}
+	return hostNames
+}
+
+// RemoveDuplicates removes duplicate strings from slice
+func RemoveDuplicates(strSlice []string) []string {
+	keys := make(map[string]bool)
+	outputList := []string{}
+	for _, strEntry := range strSlice {
+		if _, value := keys[strEntry]; !value {
+			keys[strEntry] = true
+			outputList = append(outputList, strEntry)
+		}
+	}
+	return outputList
+}
+
+// AddHostnamesToAffinity will add unique hostNames to existing matchExpressions in targetAffinity with
+// key hostSelector or insert new matchExpressions with operator NotIn.
+func AddHostnamesToAffinity(hostSelector string, hostNames []string, targetAffinity *apiv1.Affinity) *apiv1.Affinity {
+	if len(hostNames) == 0 {
+		return targetAffinity
+	}
+
+	nodeSelectorRequirement := apiv1.NodeSelectorRequirement{
+		Key:      hostSelector,
+		Operator: apiv1.NodeSelectorOpNotIn,
+		Values:   hostNames,
+	}
+
+	sourceAffinity := &apiv1.Affinity{
+		NodeAffinity: &apiv1.NodeAffinity{
+			RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{
+				NodeSelectorTerms: []apiv1.NodeSelectorTerm{
+					{
+						MatchExpressions: []apiv1.NodeSelectorRequirement{
+							nodeSelectorRequirement,
+						},
+					},
+				},
+			},
+		},
+	}
+
+	if targetAffinity == nil {
+		targetAffinity = sourceAffinity
+		return targetAffinity
+	}
+
+	if targetAffinity.NodeAffinity == nil {
+		targetAffinity.NodeAffinity = sourceAffinity.NodeAffinity
+		return targetAffinity
+	}
+
+	targetExecution := targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution
+	sourceExecution := sourceAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution
+
+	if targetExecution == nil {
+		targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution =
+			sourceAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution
+		return targetAffinity
+	}
+
+	if len(targetExecution.NodeSelectorTerms) == 0 {
+		targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms =
+			sourceAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms
+		return targetAffinity
+	}
+
+	// find if specific NodeSelectorTerm exists and append
+	for i := range targetExecution.NodeSelectorTerms {
+		if len(targetExecution.NodeSelectorTerms[i].MatchExpressions) == 0 {
+			targetExecution.NodeSelectorTerms[i].MatchExpressions =
+				append(targetExecution.NodeSelectorTerms[i].MatchExpressions, sourceExecution.NodeSelectorTerms[0].MatchExpressions[0])
+			return targetAffinity
+		}
+
+		for j := range targetExecution.NodeSelectorTerms[i].MatchExpressions {
+			if targetExecution.NodeSelectorTerms[i].MatchExpressions[j].Key == hostSelector &&
+				targetExecution.NodeSelectorTerms[i].MatchExpressions[j].Operator == apiv1.NodeSelectorOpNotIn {
+				targetExecution.NodeSelectorTerms[i].MatchExpressions[j].Values =
+					append(targetExecution.NodeSelectorTerms[i].MatchExpressions[j].Values, hostNames...)
+				targetExecution.NodeSelectorTerms[i].MatchExpressions[j].Values =
+					RemoveDuplicates(targetExecution.NodeSelectorTerms[i].MatchExpressions[j].Values)
+				return targetAffinity
+			}
+		}
+	}
+
+	targetExecution.NodeSelectorTerms[0].MatchExpressions =
+		append(targetExecution.NodeSelectorTerms[0].MatchExpressions, nodeSelectorRequirement)
+
+	return targetAffinity
+}


Test patch:
diff --git a/pkg/apis/workflow/v1alpha1/workflow_types_test.go b/pkg/apis/workflow/v1alpha1/workflow_types_test.go
index 505010d31..1014497d7 100644
--- a/pkg/apis/workflow/v1alpha1/workflow_types_test.go
+++ b/pkg/apis/workflow/v1alpha1/workflow_types_test.go
@@ -113,6 +113,62 @@ func TestNodes_Any(t *testing.T) {
 	assert.True(t, Nodes{"": NodeStatus{Name: "foo"}}.Any(func(node NodeStatus) bool { return node.Name == "foo" }))
 }
 
+func TestNodes_Children(t *testing.T) {
+	var nodes = Nodes{
+		"node_0": NodeStatus{Name: "node_0", Phase: NodeFailed, Children: []string{"node_1", "node_2"}},
+		"node_1": NodeStatus{Name: "node_1", Phase: NodeFailed, Children: []string{}},
+		"node_2": NodeStatus{Name: "node_2", Phase: NodeRunning, Children: []string{}},
+	}
+	t.Run("Found", func(t *testing.T) {
+		ret := nodes.Children("node_0")
+		assert.Equal(t, len(ret), 2)
+		assert.Equal(t, ret["node_1"].Name, "node_1")
+		assert.Equal(t, ret["node_2"].Name, "node_2")
+	})
+	t.Run("NotFound", func(t *testing.T) {
+		assert.Empty(t, nodes.Children("node_1"))
+	})
+	t.Run("Empty", func(t *testing.T) {
+		assert.Empty(t, Nodes{}.Children("node_1"))
+	})
+}
+
+func TestNodes_Filter(t *testing.T) {
+	var nodes = Nodes{
+		"node_1": NodeStatus{ID: "node_1", Phase: NodeFailed},
+		"node_2": NodeStatus{ID: "node_2", Phase: NodeRunning},
+		"node_3": NodeStatus{ID: "node_3", Phase: NodeFailed},
+	}
+	t.Run("Empty", func(t *testing.T) {
+		assert.Empty(t, Nodes{}.Filter(func(x NodeStatus) bool { return x.Phase == NodeError }))
+	})
+	t.Run("NotFound", func(t *testing.T) {
+		assert.Empty(t, nodes.Filter(func(x NodeStatus) bool { return x.Phase == NodeError }))
+	})
+	t.Run("Found", func(t *testing.T) {
+		n := nodes.Filter(func(x NodeStatus) bool { return x.Phase == NodeFailed })
+		assert.Equal(t, len(n), 2)
+		assert.Equal(t, n["node_1"].ID, "node_1")
+		assert.Equal(t, n["node_3"].ID, "node_3")
+	})
+}
+
+//Map(f func(x NodeStatus) interface{}) map[string]interface{} {
+func TestNodes_Map(t *testing.T) {
+	var nodes = Nodes{
+		"node_1": NodeStatus{ID: "node_1", HostNodeName: "host_1"},
+		"node_2": NodeStatus{ID: "node_2", HostNodeName: "host_2"},
+	}
+	t.Run("Empty", func(t *testing.T) {
+		assert.Empty(t, Nodes{}.Map(func(x NodeStatus) interface{} { return x.HostNodeName }))
+	})
+	t.Run("Exist", func(t *testing.T) {
+		n := nodes.Map(func(x NodeStatus) interface{} { return x.HostNodeName })
+		assert.Equal(t, n["node_1"], "host_1")
+		assert.Equal(t, n["node_2"], "host_2")
+	})
+}
+
 func TestResourcesDuration_String(t *testing.T) {
 	assert.Empty(t, ResourcesDuration{}.String(), "empty")
 	assert.Equal(t, "1s*(100Mi memory)", ResourcesDuration{corev1.ResourceMemory: NewResourceDuration(1 * time.Second)}.String(), "memory")
diff --git a/workflow/controller/operator_test.go b/workflow/controller/operator_test.go
index cfd70d7e4..46bfc71e6 100644
--- a/workflow/controller/operator_test.go
+++ b/workflow/controller/operator_test.go
@@ -5524,3 +5524,69 @@ func TestParamAggregation(t *testing.T) {
 		}
 	}
 }
+func TestRetryOnDiffHost(t *testing.T) {
+	cancel, controller := newController()
+	defer cancel()
+	wf := unmarshalWF(helloWorldWf)
+	woc := newWorkflowOperationCtx(wf, controller)
+	// Verify that there are no nodes in the wf status.
+	assert.Empty(t, woc.wf.Status.Nodes)
+
+	// Add the parent node for retries.
+	nodeName := "test-node"
+	nodeID := woc.wf.NodeID(nodeName)
+	node := woc.initializeNode(nodeName, wfv1.NodeTypeRetry, "", &wfv1.Template{}, "", wfv1.NodeRunning)
+
+	hostSelector := "kubernetes.io/hostname"
+	retries := wfv1.RetryStrategy{}
+	retries.Affinity = &wfv1.RetryAffinity{
+		NodeAntiAffinity: &wfv1.RetryNodeAntiAffinity{},
+	}
+
+	woc.wf.Status.Nodes[nodeID] = *node
+
+	assert.Equal(t, node.Phase, wfv1.NodeRunning)
+
+	// Ensure there are no child nodes yet.
+	lastChild := getChildNodeIndex(node, woc.wf.Status.Nodes, -1)
+	assert.Nil(t, lastChild)
+
+	// Add child node.
+	childNode := fmt.Sprintf("child-node-%d", 0)
+	woc.initializeNode(childNode, wfv1.NodeTypePod, "", &wfv1.Template{}, "", wfv1.NodeRunning)
+	woc.addChildNode(nodeName, childNode)
+
+	n := woc.wf.GetNodeByName(nodeName)
+	lastChild = getChildNodeIndex(n, woc.wf.Status.Nodes, -1)
+	assert.NotNil(t, lastChild)
+
+	woc.markNodePhase(lastChild.Name, wfv1.NodeFailed)
+	_, _, err := woc.processNodeRetries(n, retries, &executeTemplateOpts{})
+	assert.NoError(t, err)
+	n = woc.wf.GetNodeByName(nodeName)
+	assert.Equal(t, n.Phase, wfv1.NodeRunning)
+
+	// Ensure related fields are not set
+	assert.Equal(t, lastChild.HostNodeName, "")
+
+	// Set host name
+	n = woc.wf.GetNodeByName(nodeName)
+	lastChild = getChildNodeIndex(n, woc.wf.Status.Nodes, -1)
+	lastChild.HostNodeName = "test-fail-hostname"
+	woc.wf.Status.Nodes[lastChild.ID] = *lastChild
+
+	tmpl := &wfv1.Template{}
+	tmpl.RetryStrategy = &retries
+	RetryOnDifferentHost(nodeID)(*woc.retryStrategy(tmpl), woc.wf.Status.Nodes, tmpl)
+	assert.NotNil(t, tmpl.Affinity)
+
+	// Verify if template's Affinity has the right value
+	targetNodeSelectorRequirement :=
+		tmpl.Affinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+	sourceNodeSelectorRequirement := apiv1.NodeSelectorRequirement{
+		Key:      hostSelector,
+		Operator: apiv1.NodeSelectorOpNotIn,
+		Values:   []string{lastChild.HostNodeName},
+	}
+	assert.Equal(t, sourceNodeSelectorRequirement, targetNodeSelectorRequirement)
+}
diff --git a/workflow/util/retry/retry_test.go b/workflow/util/retry/retry_test.go
new file mode 100644
index 000000000..365ec9781
--- /dev/null
+++ b/workflow/util/retry/retry_test.go
@@ -0,0 +1,299 @@
+package retry
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	apiv1 "k8s.io/api/core/v1"
+
+	wfv1 "github.com/argoproj/argo/pkg/apis/workflow/v1alpha1"
+)
+
+func TestRemoveDuplicates(t *testing.T) {
+	t.Run("EmptySlice", func(t *testing.T) {
+		assert.Equal(t, []string{}, RemoveDuplicates([]string{}))
+	})
+	t.Run("RemoveDuplicates", func(t *testing.T) {
+		assert.ElementsMatch(t, []string{"a", "c", "d"}, RemoveDuplicates([]string{"a", "c", "c", "d"}))
+	})
+}
+
+// func GetFailHosts(nodes wfv1.Nodes, parent string) []string {
+func TestGetFailHosts(t *testing.T) {
+	var nodes = wfv1.Nodes{
+		"retry_node": wfv1.NodeStatus{
+			ID:       "retry_node",
+			Phase:    wfv1.NodeFailed,
+			Children: []string{"retry_node(0)", "retry_node(1)", "retry_node(2)"},
+		},
+		"retry_node(0)": wfv1.NodeStatus{ID: "retry_node(0)", Phase: wfv1.NodeFailed, Children: []string{}, HostNodeName: "host_1"},
+		"retry_node(1)": wfv1.NodeStatus{ID: "retry_node(1)", Phase: wfv1.NodeError, Children: []string{}, HostNodeName: "host_2"},
+		"retry_node(2)": wfv1.NodeStatus{ID: "retry_node(2)", Phase: wfv1.NodeRunning, Children: []string{}, HostNodeName: ""},
+	}
+	t.Run("NotExistParent", func(t *testing.T) {
+		assert.Equal(t, GetFailHosts(nodes, "not-exist-node"), []string{})
+	})
+	t.Run("ParentWithoutChildren", func(t *testing.T) {
+		assert.Equal(t, GetFailHosts(nodes, "retry_node(0)"), []string{})
+	})
+	t.Run("ParentWithChildren", func(t *testing.T) {
+		assert.ElementsMatch(t, GetFailHosts(nodes, "retry_node"), []string{"host_1", "host_2"})
+	})
+}
+
+func TestAddHostnamesToAffinity(t *testing.T) {
+	hostNames := []string{"hostnameA", "hostnameB", "hostnameC"}
+	hostSelector := "kubernetes.io/hostname"
+
+	t.Run("EmptyAffinity", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+
+		targetNode := &retryNode{}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		sourceNodeSelectorRequirement := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		assert.Equal(t, sourceNodeSelectorRequirement, targetNodeSelectorRequirement)
+	})
+	t.Run("EmptyNodeAffinity", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		sourceNodeSelectorRequirement := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		assert.Equal(t, sourceNodeSelectorRequirement, targetNodeSelectorRequirement)
+	})
+	t.Run("EmptyRequiredDuringSchedulingIgnoredDuringExecution", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{
+					RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{},
+				},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		sourceNodeSelectorRequirement := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		assert.Equal(t, sourceNodeSelectorRequirement, targetNodeSelectorRequirement)
+	})
+	t.Run("EmptyNodeSelectorTerms", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{
+					RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{
+						NodeSelectorTerms: []apiv1.NodeSelectorTerm{},
+					},
+				},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		sourceNodeSelectorRequirement := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		assert.Equal(t, sourceNodeSelectorRequirement, targetNodeSelectorRequirement)
+	})
+	t.Run("EmptyMatchExpressions", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{
+					RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{
+						NodeSelectorTerms: []apiv1.NodeSelectorTerm{
+							{
+								MatchExpressions: []apiv1.NodeSelectorRequirement{},
+							},
+						},
+					},
+				},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		sourceNodeSelectorRequirement := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		assert.Equal(t, sourceNodeSelectorRequirement, targetNodeSelectorRequirement)
+	})
+	t.Run("AddMatchExpressions", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		sourceNodeSelectorRequirement0 := apiv1.NodeSelectorRequirement{
+			Key:      "metadata.name",
+			Operator: apiv1.NodeSelectorOpIn,
+			Values:   []string{"hostname1", "hostname2"},
+		}
+		sourceNodeSelectorRequirement1 := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{
+					RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{
+						NodeSelectorTerms: []apiv1.NodeSelectorTerm{
+							{
+								MatchExpressions: []apiv1.NodeSelectorRequirement{
+									sourceNodeSelectorRequirement0,
+								},
+							},
+						},
+					},
+				},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement0 :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		targetNodeSelectorRequirement1 :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[1]
+		assert.Equal(t, sourceNodeSelectorRequirement0, targetNodeSelectorRequirement0)
+		assert.Equal(t, sourceNodeSelectorRequirement1, targetNodeSelectorRequirement1)
+	})
+	t.Run("AddMatchExpressionsSameHostSelector", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		sourceNodeSelectorRequirement0 := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpIn,
+			Values:   []string{"hostname1", "hostname2"},
+		}
+		sourceNodeSelectorRequirement1 := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{
+					RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{
+						NodeSelectorTerms: []apiv1.NodeSelectorTerm{
+							{
+								MatchExpressions: []apiv1.NodeSelectorRequirement{
+									sourceNodeSelectorRequirement0,
+								},
+							},
+						},
+					},
+				},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement0 :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		targetNodeSelectorRequirement1 :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[1]
+		assert.Equal(t, sourceNodeSelectorRequirement0, targetNodeSelectorRequirement0)
+		assert.Equal(t, sourceNodeSelectorRequirement1, targetNodeSelectorRequirement1)
+	})
+	t.Run("AddMatchExpressionsSameOperator", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		sourceNodeSelectorRequirement0 := apiv1.NodeSelectorRequirement{
+			Key:      "metadata.name",
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   []string{"hostname1", "hostname2"},
+		}
+		sourceNodeSelectorRequirement1 := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   hostNames,
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{
+					RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{
+						NodeSelectorTerms: []apiv1.NodeSelectorTerm{
+							{
+								MatchExpressions: []apiv1.NodeSelectorRequirement{
+									sourceNodeSelectorRequirement0,
+								},
+							},
+						},
+					},
+				},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement0 :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		targetNodeSelectorRequirement1 :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[1]
+		assert.Equal(t, sourceNodeSelectorRequirement0, targetNodeSelectorRequirement0)
+		assert.Equal(t, sourceNodeSelectorRequirement1, targetNodeSelectorRequirement1)
+	})
+	t.Run("MergeMatchExpressionsWithDuplicates", func(t *testing.T) {
+		type retryNode struct {
+			targetAffinity *apiv1.Affinity
+		}
+		sourceNodeSelectorRequirement0 := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   []string{"hostname1", "hostname2", "hostnameA"},
+		}
+		sourceNodeSelectorRequirementMerged := apiv1.NodeSelectorRequirement{
+			Key:      hostSelector,
+			Operator: apiv1.NodeSelectorOpNotIn,
+			Values:   []string{"hostname1", "hostname2", "hostnameA", "hostnameB", "hostnameC"},
+		}
+		targetNode := &retryNode{
+			targetAffinity: &apiv1.Affinity{
+				NodeAffinity: &apiv1.NodeAffinity{
+					RequiredDuringSchedulingIgnoredDuringExecution: &apiv1.NodeSelector{
+						NodeSelectorTerms: []apiv1.NodeSelectorTerm{
+							{
+								MatchExpressions: []apiv1.NodeSelectorRequirement{
+									sourceNodeSelectorRequirement0,
+								},
+							},
+						},
+					},
+				},
+			},
+		}
+		targetNode.targetAffinity = AddHostnamesToAffinity(hostSelector, hostNames, targetNode.targetAffinity)
+		targetNodeSelectorRequirement :=
+			targetNode.targetAffinity.NodeAffinity.RequiredDuringSchedulingIgnoredDuringExecution.NodeSelectorTerms[0].MatchExpressions[0]
+		assert.Equal(t, sourceNodeSelectorRequirementMerged, targetNodeSelectorRequirement)
+	})
+}