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docs: synchronization and paralellism docs improvements (argoproj#13393)
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Signed-off-by: Alan Clucas <[email protected]>
Signed-off-by: Anton Gilgur <[email protected]>
Co-authored-by: Anton Gilgur <[email protected]>
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Joibel and agilgur5 authored Sep 3, 2024
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# Limiting parallelism

You can restrict the number of parallel workflow executions.

## Controller-level

You can limit the total number of parallel workflow executions in the [workflow controller ConfigMap](workflow-controller-configmap.yaml):

```yaml
data:
parallelism: "10"
```
You can also limit the total number of parallel workflow executions in a single namespace:
```yaml
data:
namespaceParallelism: "4"
```
!!! Note
Workflows that are executing but restricted from running more nodes due to other mechanisms will still count toward parallelism limits.
### Priority
You can set a `priority` on workflows:

```yaml
apiVersion: argoproj.io/v1alpha1
kind: Workflow
metadata:
generateName: priority-
spec:
priority: 3
# ...
```

Workflows that have not started due to Controller-level parallelism will be queued: workflows with higher priority numbers will start before lower priority ones.
The default is `priority: 0`.

## Synchronization

You can also use [mutexes, semaphores, and parallelism](synchronization.md) to control the parallel execution of workflows and templates.
68 changes: 47 additions & 21 deletions docs/synchronization.md
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> v2.10 and after
## Introduction
You can limit the parallel execution of workflows or templates:

Synchronization enables users to limit the parallel execution of certain workflows or
templates within a workflow without having to restrict others.
- You can use mutexes to restrict workflows or templates to only having a single concurrent execution.
- You can use semaphores to restrict workflows or templates to a configured number of parallel executions.
- You can use parallelism to restrict concurrent tasks or steps within a single workflow.

Users can create multiple synchronization configurations in the `ConfigMap` that can be referred to
from a workflow or template within a workflow. Alternatively, users can
configure a mutex to prevent concurrent execution of templates or
workflows using the same mutex.
The term "locks" on this page means mutexes and semaphores.

You can create multiple semaphore configurations in a `ConfigMap` that can be referred to from a workflow or template.

For example:

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template: "2" # Two instances of template can run at a given time in particular namespace
```
### Workflow-level Synchronization
!!! Warning
Each synchronization block may only refer to either a semaphore or a mutex.
If you specify both only the semaphore will be locked.
## Workflow-level Synchronization
Workflow-level synchronization limits parallel execution of the workflow if workflows have the same synchronization reference.
In this example, Workflow refers to `workflow` synchronization key which is configured as limit 1,
so only one workflow instance will be executed at given time even multiple workflows created.
You can limit parallel execution of workflows by using the same synchronization reference.
In this example the synchronization key `workflow` is configured as limit `"1"`, so only one workflow instance will execute at a time even if multiple workflows are created.

Using a semaphore configured by a `ConfigMap`:

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args: ["hello world"]
```

Using a mutex:
Using a mutex is equivalent to a limit `"1"` semaphore:

```yaml
apiVersion: argoproj.io/v1alpha1
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args: ["hello world"]
```

### Template-level Synchronization
## Template-level Synchronization

You can limit parallel execution of templates by using the same synchronization reference.

Template-level synchronization limits parallel execution of the template across workflows, if templates have the same synchronization reference.
In this example, `acquire-lock` template has synchronization reference of `template` key which is configured as limit 2,
so two instances of templates will be executed at a given time: even multiple steps/tasks within workflow or different workflows referring to the same template.
In this example the synchronization key `template` is configured as limit `"2"`, so a maximum of two instances of the `acquire-lock` template will execute at a time.
This applies even when multiple steps or tasks within a workflow or different workflows refer to the same template.

Using a semaphore configured by a `ConfigMap`:

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args: ["sleep 10; echo acquired lock"]
```

Using a mutex:
Using a mutex will limit to a single concurrent execution of the template:

```yaml
apiVersion: argoproj.io/v1alpha1
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1. [Step level semaphore](https://github.com/argoproj/argo-workflows/blob/main/examples/synchronization-tmpl-level.yaml)
1. [Step level mutex](https://github.com/argoproj/argo-workflows/blob/main/examples/synchronization-mutex-tmpl-level.yaml)

### Other Parallelism support
## Queuing

When a workflow cannot acquire a lock it will be placed into a ordered queue.

You can set a [`priority`](parallelism.md#priority) on workflows.
The queue is first ordered by priority: a higher priority number is placed before a lower priority number.
The queue is then ordered by `creationTimestamp`: older workflows are placed before newer workflows.

Workflows can only acquire a lock if they are at the front of the queue for that lock.

## Workflow-level parallelism

You can use `parallelism` within a workflow or template to restrict the total concurrent executions of steps or tasks.
(Note that this only restricts concurrent executions within the same workflow.)

Examples:

1. [`parallelism-limit.yaml`](https://github.com/argoproj/argo-workflows/blob/main/examples/parallelism-limit.yaml) restricts the parallelism of a [loop](walk-through/loops.md)
1. [`parallelism-nested.yaml`](https://github.com/argoproj/argo-workflows/blob/main/examples/parallelism-nested.yaml) restricts the parallelism of a nested loop
1. [`parallelism-nested-dag.yaml`](https://github.com/argoproj/argo-workflows/blob/main/examples/parallelism-nested-dag.yaml) restricts the number of dag tasks that can be run at any one time
1. [`parallelism-nested-workflow.yaml`](https://github.com/argoproj/argo-workflows/blob/main/examples/parallelism-nested-workflow.yaml) shows how parallelism is inherited by children
1. [`parallelism-template-limit.yaml`](https://github.com/argoproj/argo-workflows/blob/main/examples/parallelism-template-limit.yaml) shows how parallelism of looped templates is also restricted

## Other Parallelism support

In addition to this synchronization, the workflow controller supports a parallelism setting that applies to all workflows
in the system (it is not granular to a class of workflows, or tasks withing them). Furthermore, there is a parallelism setting
at the workflow and template level, but this only restricts total concurrent executions of tasks within the same workflow.
You can also [restrict parallelism at the Controller-level](parallelism.md).
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- workflow-restrictions.md
- sidecar-injection.md
- service-account-secrets.md
- parallelism.md
- Argo Server:
- argo-server.md
- argo-server-auth-mode.md
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