From 69fff1003a45bb69e042c530e2c8aa0863ccf837 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E9=BB=91=E9=A9=B0?= <senlin.zsl@antgroup.com> Date: Mon, 20 Jan 2025 15:05:25 +0800 Subject: [PATCH] add virtual cluster documents MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 黑驰 <senlin.zsl@antgroup.com> --- doc/source/index.rst | 1 + doc/source/virtual-cluster/cli.rst | 401 ++++++++++++++++++ .../virtual-cluster/design-overview.rst | 170 ++++++++ doc/source/virtual-cluster/examples.rst | 283 ++++++++++++ .../virtual-cluster/getting-started.rst | 40 ++ .../images/lifecycle-diagram.svg | 1 + .../images/ray-virtual-cluster.png | Bin 0 -> 222060 bytes doc/source/virtual-cluster/key-concepts.rst | 64 +++ doc/source/virtual-cluster/management.rst | 168 ++++++++ 9 files changed, 1128 insertions(+) create mode 100644 doc/source/virtual-cluster/cli.rst create mode 100644 doc/source/virtual-cluster/design-overview.rst create mode 100644 doc/source/virtual-cluster/examples.rst create mode 100644 doc/source/virtual-cluster/getting-started.rst create mode 100644 doc/source/virtual-cluster/images/lifecycle-diagram.svg create mode 100644 doc/source/virtual-cluster/images/ray-virtual-cluster.png create mode 100644 doc/source/virtual-cluster/key-concepts.rst create mode 100644 doc/source/virtual-cluster/management.rst diff --git a/doc/source/index.rst b/doc/source/index.rst index cf1db0e55e070..d4dcbb9cdb8ef 100644 --- a/doc/source/index.rst +++ b/doc/source/index.rst @@ -19,6 +19,7 @@ Ray RLlib <rllib/index> More Libraries <ray-more-libs/index> Ray Clusters <cluster/getting-started> + Ray Virtual Clusters <virtual-cluster/getting-started> Monitoring and Debugging <ray-observability/index> Developer Guides <ray-contribute/index> Glossary <ray-references/glossary> diff --git a/doc/source/virtual-cluster/cli.rst b/doc/source/virtual-cluster/cli.rst new file mode 100644 index 0000000000000..aab062b1a491c --- /dev/null +++ b/doc/source/virtual-cluster/cli.rst @@ -0,0 +1,401 @@ +Virtual Cluster Management +=========================== + +.. _virtual-cluster-cli: + +Create a Virtual Cluster +------------------------ + +**Description:** + +Creates a new Virtual Cluster with specified parameters, allowing you to define clusters with specific replica distributions and divisibility settings. + +**Command:** + +`ray vcluster create [OPTIONS]` + +**Options:** + +.. list-table:: + :widths: 20 16 16 16 60 + :header-rows: 1 + + * - Option + - Type + - Default + - Required + - Description + * - --address TEXT + - str + - None + - NO + - Specifies the Ray cluster address. If not provided, the **RAY_ADDRESS** environment variable is used. + * - --id TEXT + - str + - N/A + - YES + - Assigns a unique identifier to the Virtual Cluster being created. + * - --divisible + - bool + - False + - NO + - Determines if the Virtual Cluster is divisible into smaller logical or job clusters. + * - --replica-sets TEXT + - dict + - N/A + - YES + - JSON-serialized dictionary defining the replica sets for the cluster (e.g., `{"group1":2,"group2":3}`, `group1` and `group2` correspond to the node type names passed via the `RAY_NODE_TYPE_NAME` environment variable). + +Usage Examples +~~~~~~~~~~~~~~ + +**Example:** Creating a Divisible Virtual Cluster + +`ray vcluster create --id logical1 --divisible --replica-sets '{"group2":1}'` + +**Output:** + +`Virtual cluster 'logical1' created successfully` + +Update a Virtual Cluster +------------------------ + +**Description:** + +Update an existing Virtual Cluster with specified parameters. + +**Command:** + +`ray vcluster update [OPTIONS]` + +**Options:** + +.. list-table:: + :widths: 20 16 16 16 60 + :header-rows: 1 + + * - Option + - Type + - Default + - Required + - Description + * - --address TEXT + - str + - None + - NO + - Specifies the Ray cluster address. If not provided, the **RAY_ADDRESS** environment variable is used. + * - --id TEXT + - str + - N/A + - YES + - Assigns a unique identifier to the Virtual Cluster being created. + * - --divisible + - bool + - False + - NO + - Determines if the Virtual Cluster is divisible into smaller logical or job clusters. + * - --replica-sets TEXT + - dict + - N/A + - YES + - JSON-serialized dictionary defining the replica sets for the cluster (e.g., `{"group1":2,"group2":3}`, `group1` and `group2` correspond to the node type names passed via the `RAY_NODE_TYPE_NAME` environment variable). + * - --revision INTEGER + - int + - 0 + - NO + - Indicates the revision number for updating the Virtual Cluster. + +Usage Examples +~~~~~~~~~~~~~~ + +**Example 1:** Updating a Divisible Virtual Cluster + +`ray vcluster update --id logical1 --divisible --replica-sets '{"group2":2}'` + +**Output:** + +`Virtual cluster 'logical1' updated successfully` + +**Example 2:** Handling Updating Failure Due to Incorrect Revision + +`ray vcluster update --id logical1 --divisible --replica-sets '{"group1":2}' --revision 2` + +**Output:** + +`Failed to update virtual cluster 'logical1': The revision (2) is expired, the latest revision of the virtual cluster logical1 is 1736911613521214948` + +Remove a Virtual Cluster +------------------------ + +**Description:** + +Removes an existing Virtual Cluster by its unique identifier from your Ray environment. + +**Command:** + +`ray vcluster remove [OPTIONS] <virtual-cluster-id>` + +**Options:** + +.. list-table:: + :widths: 20 16 16 16 60 + :header-rows: 1 + + * - Option + - Type + - Default + - Required + - Description + * - --address TEXT + - str + - None + - NO + - Specifies the Ray cluster address. If not provided, the **RAY_ADDRESS** environment variable is used. + * - <virtual-cluster-id> + - str + - N/A + - YES + - The unique identifier of the Virtual Cluster to be removed. + +**Usage Example:** + +**Example 1:** Removing a Virtual Cluster by ID + +`ray vcluster remove logical1` + +**Output:** + +`Virtual cluster 'logical1' removed successfully` + +**Example 2:** Handling Removal Failure Due to Non-Existent ID + +`ray vcluster remove unknownCluster` + +**Output:** + +`Failed to remove virtual cluster 'unknownCluster': The logical cluster unknownCluster does not exist.` + +List Virtual Clusters +--------------------- + +**Description:** + +Displays a summary of all Virtual Clusters in your Ray environment. By default, it presents a table listing each cluster's ID, divisibility status, and any subdivided clusters. The `--detail` flag enriches the output with comprehensive information, including replica distributions and node instance statuses. The `--format` option allows output customization in `default`, `json`, `yaml`, or `table` formats. + +**Command:** + +`ray list vclusters [OPTIONS]` + +**Options:** + +.. list-table:: + :widths: 20 16 60 + :header-rows: 1 + + * - Option + - Type + - Description + * - --format <format> + - str + - Specify the output format: `default`, `json`, `yaml`, or `table`. + * - -f, --filter TEXT + - str + - Apply filter expressions to narrow down the list based on specific criteria. Multiple filters are combined using logical AND. + * - --limit INTEGER + - int + - Maximum number of entries to return (default: `100`). + * - --detail + - bool + - Include detailed information in the output. + * - --timeout INTEGER + - int + - Timeout in seconds for the API requests (default: `30`). + * - --address TEXT + - str + - Address of the Ray API server. If not provided, it is configured automatically. + +**Sample Output:** + +- Brief outputs: + +.. code-block:: text + + $ ray list vclusters + + ======== List: 2025-01-20 16:50:30.665928 ======== + Stats: + ------------------------------ + Total: 4 + + Table: + ------------------------------ + VIRTUAL_CLUSTER_ID DIVISIBLE DIVIDED_CLUSTERS REPLICA_SETS UNDIVIDED_REPLICA_SETS RESOURCES_USAGE + 0 kPrimaryClusterID True kPrimaryClusterID##job1: indivisible group0: 2 group0: 1 CPU: 2.0 / 41.0 + logical1: divisble group1: 1 group1: 1 memory: 2.000 GiB / 68.931 GiB + group2: 2 object_store_memory: 0.000 B / 23.793 GiB + 1 kPrimaryClusterID##job1 False {} group0: 1 group0: 1 CPU: 1.0 / 9.0 + memory: 1.000 GiB / 9.327 GiB + object_store_memory: 0.000 B / 4.663 GiB + 2 logical1 True logical1##job2: indivisible group2: 2 group2: 1 CPU: 1.0 / 16.0 + memory: 1.000 GiB / 29.802 GiB + object_store_memory: 0.000 B / 9.565 GiB + 3 logical1##job2 False {} group2: 1 group2: 1 CPU: 1.0 / 8.0 + memory: 1.000 GiB / 14.901 GiB + object_store_memory: 0.000 B / 4.783 GiB + +- Detailed outputs: + +.. code-block:: yaml + + $ ray list vclusters --detail + + --- + - virtual_cluster_id: kPrimaryClusterID + divisible: true + divided_clusters: + logical1: divisble + kPrimaryClusterID##job1: indivisible + replica_sets: + group0: 2 + group1: 1 + group2: 2 + undivided_replica_sets: + group1: 1 + group0: 1 + resources_usage: + CPU: 2.0 / 41.0 + object_store_memory: 0.000 B / 23.793 GiB + memory: 2.000 GiB / 68.931 GiB + visible_node_instances: + fe8e2961e1d7f72c8f9da7bea38ebb650cbee685f541e8ceedb2a8e3: + hostname: arconkube-40-100083029097 + template_id: group1 + is_dead: false + 740273507b09c082c33909e9134ce136d1743e0da1d5b68ec2574988: + hostname: arconkube-40-100083029138 + template_id: group0 + is_dead: false + 3505335a78b9955a1c2ed1de0a0fa92449b8011afddb621b2bab23d5: + hostname: arconkube-40-100083029093 + template_id: group0 + is_dead: false + undivided_nodes: + fe8e2961e1d7f72c8f9da7bea38ebb650cbee685f541e8ceedb2a8e3: + hostname: arconkube-40-100083029097 + template_id: group1 + is_dead: false + 740273507b09c082c33909e9134ce136d1743e0da1d5b68ec2574988: + hostname: arconkube-40-100083029138 + template_id: group0 + is_dead: false + +**Explanation:** + +- **Primary Cluster** (`kPrimaryClusterID`): + + - **Divisible:** `true` - can create sub-clusters. + - **Divided Clusters:** Includes `kPrimaryClusterID##job1` and `logical1`. + - **Replica Sets:** Distribution across `group2`, `group1`, and `group0`. + - **Visible Node Instances:** Lists active nodes with their details. + - **Undivided Nodes:** Empty, as all nodes are part of sub-clusters. + +- **Logical Cluster** (`logical1`): + + - **Divisible:** `true` - can be subdivided. + - **Replica Sets & Undivided Replica Sets:** Reflects replica distribution. + - **Visible Node Instances & Undivided Nodes:** Lists nodes associated exclusively with this logical cluster. + +**Filtering Options:** + +The `--filter` flag enables you to narrow down the list of Virtual Clusters based on specific attributes. Multiple `--filter` options can be specified, and they are concatenated using logical AND. Filter expressions support predicates such as `key=value` or `key!=value`, and string filter values are case-insensitive. + +- **Supported Filter Expressions** + + - **Divisibility:** + + - `divisible=true`: Lists only divisible clusters. + - `divisible=false`: Lists only indivisible clusters. + + - **Virtual Cluster ID:** + + - `virtual_cluster_id=vid1`: Retrieves information for the cluster with ID `vid1`. + +- **Usage Guidelines** + + - **Single Filter:** `ray list vclusters --detail --filter "divisible=true"` + - **Multiple Filters:** `ray list vclusters --detail --filter "divisible=true" --filter "virtual_cluster_id=kPrimaryClusterID"` + + **Note:** Combining multiple filters results in a logical AND operation, meaning only clusters that satisfy all filter conditions will be listed. + +Get Specific Virtual Cluster +---------------------------- + +**Description:** + +Fetches detailed information about a single Virtual Cluster identified by its `virtual_cluster_id`. + +**Command:** + +`ray get vclusters <virtual_cluster_id> [OPTIONS]` + +**Options:** + +.. list-table:: + :widths: 20 16 60 + :header-rows: 1 + + * - Option + - Type + - Description + * - --format <format> + - str + - Specify the output format: `default`, `json`, `yaml`, or `table`. + * - --timeout INTEGER + - int + - Timeout in seconds for the API requests (default: `30`). + * - --address TEXT + - str + - Address of the Ray API server. If not provided, it is configured automatically. + +Understanding Command Outputs +----------------------------- + +Each Virtual Cluster's information comprises several key fields: + +**Common Fields** + +- virtual_cluster_id: + + - A unique identifier for the Virtual Cluster. IDs may include suffixes (e.g., ##job1, ##logical1) indicating Job Clusters with specific job IDs or Logical Clusters. + +- divisible: + + - Indicates whether the cluster is Divisible (true) or Indivisible (false). + + - Divisible Cluster (true): Can be subdivided into Logical Clusters or Job Clusters. + - Indivisible Cluster (false): Cannot be subdivided and is used exclusively for hosting user-submitted jobs. + +- divided_clusters: + + - Lists sub-clusters that have been subdivided from the parent cluster. This field is empty for Indivisible Clusters. + +- replica_sets: + + - Details the distribution of replicas across different template groups within the cluster, excluding any inactive nodes. + +- undivided_replica_sets: + + - Similar to replica_sets but specifically for replicas not associated with any sub-cluster. + +- visible_node_instances: + + - A dictionary of visible node instances within the cluster, including: + + - Node ID: Unique identifier for each node. + - hostname: Network name of the node. + - template_id: Indicates the template group the node belongs to (e.g., group2). + - is_dead: Boolean flag indicating node status (false for active, true for inactive or failed). + +- undivided_nodes: + + - Visible nodes that are part of the cluster but not associated with any divided sub-cluster. diff --git a/doc/source/virtual-cluster/design-overview.rst b/doc/source/virtual-cluster/design-overview.rst new file mode 100644 index 0000000000000..45da555a7d6ae --- /dev/null +++ b/doc/source/virtual-cluster/design-overview.rst @@ -0,0 +1,170 @@ +Design Overview +=============== + +.. _virtual-cluster-design-overview: + +This page introduces the design overview of Ray virtual clusters: + +.. contents:: + :local: + +.. _virtual-cluster-management: + +Virtual Cluster Management +-------------------------- + +The metadata (state, node types and count, etc.) of virtual clusters are managed by GCS. Meanwhile, metadata has to be published to all raylets upon any changes (create/update/remove). This ensures raylets making the right scheduling decisions for tasks within the dedicated virtual cluster. + +**Create:** + +When creating a new virtual cluster, GCS approximately goes through the following steps: + +1. Pre-check: + + - The request has to specify a valid virtual cluster ID. + - The expected replica sets specified in the request have to be valid. + +2. Select enough unassigned nodes from the primary cluster. +3. Remove the selected nodes from the primary cluster, and add them to the new virtual cluster. +4. Flush the metadata of the newly created virtual cluster to Redis and publish it to all raylets. + +**Update:** + +When updating an existing virtual cluster, GCS approximately goes through the following steps: + +1. Pre-check: + + - The request has to specify a valid and existing virtual cluster ID. + - The expected replica sets specified in the request have to be valid. + - The revision specified in the request has to be the latest one. + - The request can not change the virtual cluster from divisible to indivisible (or vice-versa) on the fly. + +2. Select enough unassigned nodes from the primary cluster (if the virtual cluster expects to scale up), and select enough idle nodes to be removed from the virtual cluster (if the virtual cluster expects to scale down). +3. Update the node type and count of the primary cluster and the virtual cluster. +4. Flush the metadata of the updated virtual cluster to Redis and publish it to all raylets. + +Note, currently we do not support updating a job cluster on the fly. It is our plan to make it available in the next release. + +**Remove:** + +When removing a virtual cluster, GCS approximately goes through the following steps: + +1. Pre-check: The request has to specify a valid and existing virtual cluster ID. +2. If there is any jobs/actors/tasks/placement groups still running inside the virtual cluster, then this request should fail. +3. Return the virtual cluster's nodes back to its father cluster. +4. Flush the metadata of the newly removed virtual cluster to Redis and publish it to all raylets. + +.. _virtual-cluster-fault-tolerance: + +Virtual Cluster Fault Tolerance +------------------------------- + +Let nodes inside logical indivisible cluster be :math:`V_{indivisble}` , nodes inside divisible cluster be :math:`V_{divisible}`, nodes inside job cluster be :math:`V_{job}`, undivided nodes inside divisible cluster be :math:`V_{undivided}`, then: + +- For divisible cluster: :math:`V_{divisible} = V_{undivided} + \sum{V_{job}}`, :math:`V_{job}` is divided from :math:`V_{divisible}` +- For indivisible cluster: :math:`V_{indivisible} = V_{undivided}`, it means that the indivisble cluster can not be diveded any more and all nodes inside indivisible cluster are undivieded. + +**Raylet Failover** + +When Rayle dies or restarts, the GCS Server will detect that the node is dead and then update the status of the corresponding node in the virtual cluster, and the virtual cluster manager will periodically check for dead nodes and replace them with new ones. + +There are four scenarios in which the virtual cluster manager will replenish new nodes for the virtual cluster, and the state of the virtual cluster needs to be flushed or published: + +- When undivided nodes belong to primary cluster :math:`V_{primary}` are dead. + + 1. Just do nothing. + +- When undivided nodes belongs to logical divisible cluster :math:`V_{divisible}` are dead. + + 1. then select new alive undivided node with the same node type as the dead one from :math:`V_{primary}` to replace the dead one. + 2. Only flush the :math:`V_{divisible}` to the storage, without publishing. + +- When nodes belong to logical indivisible cluster :math:`V_{indivisible}` are dead. + + 1. Select new nodes from :math:`V_{primary}` to replace the dead nodes inside :math:`V_{indivisible}` + 2. Flush the :math:`V_{indivisible}` to storage and publish it to all the worker nodes. + +- When nodes belong to :math:`V_{job}` are dead, these nodes' state will also be dead in :math:`V_{divisible}` which the :math:`V_{job}` belongs to. + + 1. Select new alive undivided node with the same node type as the dead one from :math:`V_{primary}` to replace the dead one. + 2. If there are still dead nodes inside :math:`V_{job}`, then continue to select new alive undivided node with the same node type as the dead one from it's parent virtual cluster nodes :math:`V_{divisible}` to replace the dead one. + 3. If there are any dead node inside :math:`V_{job}` is replenished, then flush the :math:`V_{job}` to the storage and publish it to all the worker nodes. + 4. If there are any dead node inside :math:`V_{divisible}` (parent virtual cluster of :math:`V_{job}`) is replenished, then just flush the :math:`V_{divisible}`, without publishing. + +**GCS Server Failover** + +The recovery process is as follows: + +1. Replay primary cluster nodes based on the gcs node table. +2. Replay logical virtual clusters (including divisible & indivisible clusters) based on the virtual cluster table. +3. Repair divisible clusters :math:`V_{divisible}` based on the :math:`V_{job}` belongs to them: + + - Find the different nodes between :math:`V_{job}` and :math:`V_{divisible}`, let :math:`D = V_{job} - V_{divisible}` + - Remove dead nodes from :math:`V_{divisible}` based on the replica sets of :math:`D` and flush :math:`V_{divisible}` + +4. Replay all job clusters :math:`V_{job}` + +.. _virtual-cluster-lifecycle: + +Virtual Cluster Lifecycle +------------------------- + +In the context of Virtual Clusters, an Indivisible Cluster is essential for managing user-submitted jobs. This section provides a comprehensive explanation of the lifecycle of an Indivisible Cluster, detailing its creation, usage, and destruction processes within the hierarchical structure of Virtual Clusters. + +Lifecycle Stages +~~~~~~~~~~~~~~~~ + +**Creation** + +- Indivisible Cluster (logical) Creation + + - Indivisible Clusters are instantiated within the Primary Cluster through API calls. + - Designed to host multiple jobs simultaneously, enabling efficient resource utilization. + +- Job Cluster Creation + + - When a job is submitted to a Divisible Cluster with the Divisible Cluster specification, the system automatically creates a corresponding Job Cluster as a sub-cluster. + - Job Clusters are specialized Indivisible Clusters designed to handle individual jobs, providing isolation and dedicated resources. + +**Usage** + +- Indivisible Clusters (logical) + + - Capable of executing between one to multiple job workloads. + - Jobs within an Indivisible Cluster share the cluster's resources, allowing tasks from different jobs to run on the same worker nodes. + +- Job Clusters + + - Dedicated to executing a single job's workloads. + - Ensures isolation and dedicated resource allocation for each job, enhancing performance and stability. + +**Destruction** + +- Indivisible Cluster (logical) Destruction + + - Can be explicitly destroyed via API. + - Destruction fails if there are any detached placement groups, detached actors, or other resources still in use, ensuring active processes are not inadvertently terminated. + +- Job Cluster Destruction + + - Automatically attempts to destroy the Job Cluster once the associated job completes. + - If destruction fails due to existing detached resources, the system performs a lazy destruction: + + - Periodically checks for empty Job Clusters. + - Destroys Job Clusters that are no longer in use, maintaining resource hygiene over time. + +Lifecycle Diagram +~~~~~~~~~~~~~~~~~ + +The following diagram illustrates the lifecycle of an Indivisible Cluster within the Virtual Cluster hierarchy: + +.. figure:: images/lifecycle-diagram.svg + :align: center + :width: 650px + +.. _virtual-cluster-autoscaler: + +AutoScaler +---------- + +**NOTE:** For the time being, the OSS autoscaler only supports Ray clusters, while virtual clusters can only be manually updated by users. It is our high-priority plan to make the autoscaler support virtual clusters. diff --git a/doc/source/virtual-cluster/examples.rst b/doc/source/virtual-cluster/examples.rst new file mode 100644 index 0000000000000..de79779c9dc76 --- /dev/null +++ b/doc/source/virtual-cluster/examples.rst @@ -0,0 +1,283 @@ +Examples +======== + +.. _virtual-cluster-deployment: + +This page introduces examples about Ray virtual clusters: + +.. contents:: + :local: + +RayCluster Deployment +--------------------- + +This section demonstrates how to submit and deploy Ray Cluster to kubernetes using `kubectl <https://kubernetes.io/zh-cn/docs/reference/kubectl/>`_. The provided example showcases a RayCluster (`ray-cluster.sample.yaml <https://github.com/antgroup/ant-kuberay/blob/master/ray-operator/config/samples/ray-cluster.sample.yaml>`_) that interacts with kubernetes, retrieves RayCluster name, pods, services for cluster management. + + +**Create a ray cluster yaml file:** `ray-cluster.sample.yaml` + +.. code-block:: yaml + + # This example config does not specify resource requests or limits. + # For examples with more realistic resource configuration, see + # ray-cluster.complete.large.yaml and + # ray-cluster.autoscaler.large.yaml. + apiVersion: ray.io/v1 + kind: RayCluster + metadata: + name: raycluster-sample + spec: + rayVersion: '2.9.0' # should match the Ray version in the image of the containers + # Ray head pod template + headGroupSpec: + serviceType: ClusterIP # optional + rayStartParams: + dashboard-host: '0.0.0.0' + block: 'true' + #pod template + template: + metadata: + labels: + test: a + spec: + containers: + - name: ray-head + image: reg.docker.alibaba-inc.com/antfin_datatech_share/new_ray_image_prod:9d783b03feb68af90dd42d3aaa835d453d61efe4-antray-open + resources: + limits: + cpu: 1 + memory: 2Gi + ephemeral-storage: 2Gi + requests: + cpu: 500m + memory: 2Gi + ephemeral-storage: 2Gi + env: + - name: RAY_NODE_TYPE_NAME + value: group1 + ports: + - containerPort: 6379 + name: gcs-server + - containerPort: 8265 # Ray dashboard + name: dashboard + - containerPort: 10001 + name: client + workerGroupSpecs: + # the pod replicas in this group typed worker + - replicas: 1 + minReplicas: 1 + maxReplicas: 5 + # logical group name, for this called small-group, also can be functional + groupName: small-group + rayStartParams: + block: 'true' + #pod template + template: + metadata: + labels: + test: a + spec: + containers: + - name: ray-worker # must consist of lower case alphanumeric characters or '-', and must start and end with an alphanumeric character (e.g. 'my-name', or '123-abc' + image: reg.docker.alibaba-inc.com/antfin_datatech_share/new_ray_image_prod:9d783b03feb68af90dd42d3aaa835d453d61efe4-antray-open + env: + - name: RAY_NODE_TYPE_NAME + value: group1 + resources: + limits: + cpu: 1 + memory: 1Gi + ephemeral-storage: 1Gi + requests: + cpu: 500m + memory: 1Gi + ephemeral-storage: 1Gi + +**Create RayCluster** + +`kubectl create -f ray-cluster.sample.yaml` + +**Get RayCluster** + +.. code-block:: text + + $ kubectl get rayclusters.ray.io --sort-by='{.metadata.creationTimestamp}' + NAME DESIRED WORKERS AVAILABLE WORKERS STATUS AGE + raycluster-sample 1 ready 3d14h + +**Get RayCluster Pods** + +.. code-block:: text + + $ kubectl get po -owide --sort-by='{.metadata.creationTimestamp}' -l ray.io/cluster=raycluster-sample + NAME READY STATUS RESTARTS AGE IP NODE NOMINATED NODE READINESS GATES + raycluster-sample-head-z779h 1/1 Running 0 3d14h 100.88.92.34 yg61001t <none> 1/1 + raycluster-sample-worker-small-group-lf9gg 1/1 Running 1 3d14h 100.88.92.192 yg61001t <none> 1/1 + +.. _virtual-cluster-simple-job: + +Simple Job +---------- + +This section demonstrates how to execute and submit Ray jobs to both Divisible and Indivisible Virtual Clusters using the Ray CLI. The provided example showcases a Python script (test.py) that interacts with different components within a Ray cluster, retrieves node IDs, and utilizes placement groups for resource management. + +.. code-block:: python + + import ray + import sys + + # Initialize Ray and connect to the existing cluster + ray.init(address='auto') + + @ray.remote + class Actor: + def __init__(self): + pass + + def run(self): + # Retrieve and return the node ID where this actor is running + return ray.get_runtime_context().get_node_id() + + @ray.remote + def hello(): + # Retrieve and return the node ID where this task is running + return ray.get_runtime_context().get_node_id() + + # Create a placement group with 1 CPU + pg = ray.util.placement_group( + bundles=[{"CPU": 1}], name="pg_name" + ) + ray.get(pg.ready()) + + # Execute a remote task to get the node ID + node_id_task = ray.get(hello.remote()) + print("node_id:task: ", node_id_task) + + # Create a detached actor and get its node ID + actor = Actor.options(name="test_actor", namespace="test", lifetime="detached").remote() + node_id_actor = ray.get(actor.run.remote()) + print("node_id:actor: ", node_id_actor) + + # Get the node ID associated with the placement group + placement_group_table = ray.util.placement_group_table(pg) + node_id_pg = placement_group_table["bundles_to_node_id"][0] + print("node_id:placement_group: ", node_id_pg) + +Submitting to a Divisible Cluster +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Submitting a job to a Divisible Cluster involves specifying the --virtual-cluster-id and defining the replica sets. + +**Command:** + +`ray job submit --working-dir . --virtual-cluster-id kPrimaryClusterID --replica-sets '{"group0": 1}' -- python test.py` + +**Command Breakdown:** + +- --working-dir .: Sets the current directory as the working directory for the job. +- --virtual-cluster-id kPrimaryClusterID: Specifies the Divisible Cluster named PrimaryCluster to which the job is submitted. +- --replica-sets '{"group0": 1}': Defines the replica set configuration, requesting 1 replica in group0. +- -- python test.py: Indicates the Python script to execute. + +Submitting to an Indivisible Cluster +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Submitting a job to a Indivisible Cluster involves specifying the --virtual-cluster-id + +**Command:** + +`ray job submit --working-dir . --virtual-cluster-id indivisibleLogicalID -- python test.py` + +**Command Breakdown:** + +- **--working-dir .:** Sets the current directory as the working directory for the job. +- **--virtual-cluster-id indivisibleLogicalID:** Specifies the Indivisible Cluster named indivisibleLogicalID to which the job is submitted. +- **--python test.py:** Indicates the Python script to execute. + +.. _virtual-cluster-raydata-job: + +RayData Job +----------- + +Let's now submit a RayData job. The whole process is as same as submitting a simple job, where the execution parallelism will be deduced based on the certain virtual cluster's resources, and operator executor, i.e. Ray Actors, will also be restricted inside the virtual cluster. + +A batch inference job +~~~~~~~~~~~~~~~~~~~~~ + +Since we only want to demonstrate the process, we simplify the job by mocking a inference model that returns True when the number of passengers is more than 2, and vice versa. + +.. code-block:: python + + # Solution 1: Batch Inference with a Self-Maintained Pool of Actors + print("Batch inference with a self-maintained pool of actors.") + import pandas as pd + import pyarrow.parquet as pq + import ray + + def load_trained_model(): + # A fake model that predicts whether tips were given based on + # the number of passengers in the taxi cab. + def model(batch: pd.DataFrame) -> pd.DataFrame: + # Give a tip if 2 or more passengers. + predict = batch["passenger_count"] >= 2 + return pd.DataFrame({"score": predict}) + return model + + model = load_trained_model() + model_ref = ray.put(model) + input_splits = [f"s3://anonymous@air-example-data/ursa-labs-taxi-data/downsampled_2009_full_year_data.parquet" + f"/fe41422b01c04169af2a65a83b753e0f_{i:06d}.parquet" + for i in range(12) ] + + ds = ray.data.read_parquet(input_splits) + + class CallableCls: + def __init__(self, model): + self.model = ray.get(model) + + def __call__(self, batch): + result = self.model(batch) + return result + + results = ds.map_batches( + CallableCls, + num_gpus=0, + batch_size=1024, + batch_format="numpy", + compute=ray.data.ActorPoolStrategy(min_size=1, max_size=5), + fn_constructor_args=(model_ref,)) + + print(results.take(5)) + +Name it as NYC_taxi_predict.pyand put it to `/path/to/project/NYC_taxi_predict.py`. + +Submitting to a Divisible Cluster +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Submitting the job is exactly as the same as before: + +**Command:** + +`ray job submit --working-dir /path/to/project/ --virtual-cluster-id kPrimaryClusterID --replica-sets '{"group0": 1}' -- python NYC_taxi_predict.py` + +**Command Breakdown:** + +- **--working-dir .:** Sets /path/to/project/ as the working directory for the job. +- **--virtual-cluster-id kPrimaryClusterID:** Specifies the Divisible Cluster named PrimaryCluster to which the job is submitted. +- **--replica-sets '{"group0": 1}':** Defines the replica set configuration, requesting 1 replica in group0. +- **--python NYC_taxi_predict.py:** Indicates the Python script to execute. + +Submitting to an Indivisible Cluster +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Submitting a job to a Indivisible Cluster involves specifying the --virtual-cluster-id + +**Command:** + +`ray job submit --working-dir /path/to/project/ --virtual-cluster-id indivisibleLogicalID -- python NYC_taxi_predict.py` + +**Command Breakdown:** + +- **--working-dir .:** Sets the current directory as the working directory for the job. +- **--virtual-cluster-id indivisibleLogicalID:** Specifies the Indivisible Cluster named indivisibleLogicalID to which the job is submitted. +- **--python test.py:** Indicates the Python script to execute. diff --git a/doc/source/virtual-cluster/getting-started.rst b/doc/source/virtual-cluster/getting-started.rst new file mode 100644 index 0000000000000..9244cc3ffb373 --- /dev/null +++ b/doc/source/virtual-cluster/getting-started.rst @@ -0,0 +1,40 @@ +.. _virtual-cluster-index: + +Ray Virtual Clusters Overview +============================= + +.. toctree:: + :hidden: + + Key Concepts <key-concepts> + Design Overview <design-overview> + Virtual Cluster Management API <management> + Virtual Cluster CLI <cli> + Examples <examples> + +As early as 2021, Ant Group began promoting and implementing virtual clusters feature. +In addition to being able to submit and carry out different kinds of activities within the same Ray Cluster, with the condition that these jobs be segregated from one another, our business requirement was to use the long-running Ray Cluster mode to solve the delayed pod provisioning issue in Job mode. +Furthermore, several companies anticipated that some jobs might be co-located to maximise resource utilisation and others may be segregated to improve stability within the same Ray Cluster. + +The concept of virtual clusters is also mentioned in the planning of the Ray 3.0 community. +The following is a quotation from the Ray 3.0 community planning's pertinent FAQ section about `virtual clusters <https://docs.google.com/document/d/1TJ3jHWVGGviJOQYYlB9yNjUUG8Hn54hYsNqnUrY4L14/edit?tab=t.0>`_: + + **Q: Aren't Ray clusters already multi-tenant?** + + Ray clusters are technically multi-tenant today, but do not provide sufficient isolation between jobs. For example, you cannot run two Ray Tune jobs on the same cluster, since they will both try to use all the cluster resources and this leads to hangs. Similar issues apply when trying to use multiple instances of Ray Data within even one job. + + What's missing is the ability to reserve a resource "slice" or "pool" within the cluster for workloads, which is what virtual clusters provide. + + + **Q: Isn't this just placement groups?** + + Yes, you can think of virtual clusters like placement groups v2. Placement groups v1 is not usable for multi-tenancy due to implementation / API limitations (i.e., no nesting / autoscaling). + + + **Q: What new problems does virtual clusters solve?** + + First, virtual clusters solve the multi-tenancy problem in Ray. Instead of your ML infra team needing to create custom infrastructure to manage new Ray clusters for each workload, they can queue jobs to run efficiently and with isolation within an existing multi-tenant Ray cluster. + + Second, virtual clusters allow applications to easily compose multipart workloads. For example, you can create a Service that easily launches fine-tuning jobs using Ray Train and Ray Data. Each fine-tuning job can run in a sub-virtual cluster with well defined resource allocation and isolation semantics. Without virtual clusters, these fine-tuning jobs can compete for cluster resources in an ad-hoc mechanism, without notion of isolation, locality, or priority. + + Finally, virtual clusters fully encapsulate both the resource requirements and application logic needed to run a Ray application. 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b/doc/source/virtual-cluster/key-concepts.rst @@ -0,0 +1,64 @@ +Key Concepts +============ + +.. _virtual-cluster-key-concepts: + +This page introduces key concepts for Ray virtual clusters: + +.. contents:: + :local: + +Virtual Cluster +--------------- +**Virtual cluster** provides logical resource isolation, enables multi-tenancy by allowing +Ray cluster admins to easily manage multiple workloads on the same Ray cluster. + +A virtual cluster consists of a group of heterogeneous worker nodes and a collection of +child clusters, including :ref:`divisible cluster <virtual-cluster-divisible-cluster>` +and :ref:`indivisible cluster <virtual-cluster-indivisible-cluster>`: + +.. image:: images/ray-virtual-cluster.png + :align: center + :width: 800px + +Users can submit jobs for execution on the Ray virtual cluster through the HTTP API or +by using command-line tools. +See :ref:`Virtual Cluster Management API <virtual-cluster-management>` +and :ref:`Virtual Cluster CLI <virtual-cluster-cli>` for more information. + +.. _virtual-cluster-divisible-cluster: + +Divisible Cluster +----------------- +**Divisible clusters** are clusters that can be divided into smaller clusters. Each child +cluster can be managed independently and can be scaled up or down based on the workload. + +.. _virtual-cluster-indivisible-cluster: + +Indivisible Cluster +------------------- +**Indivisible clusters** are clusters that cannot be divided into smaller clusters. Jobs +can be submitted to the indivisible cluster directly. + +.. _virtual-cluster-primary-cluster: + +Primary Cluster +--------------- +**Primary cluster** is, to some extent, equivalent to a Ray Cluster, encompassing all worker +nodes within the Ray Cluster. The Primary Cluster is a Divisible Cluster, capable of +creating Logical Clusters or Job Clusters. + +.. _virtual-cluster-logical-cluster: + +Logical Cluster +--------------- +**Logical Cluster** consists of two types of Virtual Clusters: Indivisible and Divisible + +- `Indivisible Cluster` cannot be further divided into sub-virtual clusters. Ray Jobs can be directly submitted to this kind of virtual cluster. One Indivisible Cluster can execute 1 to N job's workloads. All jobs are co-located, meaning that tasks from multiple jobs can run on the same node. +- `Divisible Cluster` on the other hand, can be further divided into sub-virtual clusters. When a job is submitted to a Divisible Cluster, the dashboard will automatically create a Job Cluster(a special type of Indivisible Cluster) for this job. (Note: Jobs submitting to a Divisible Cluster must provide the expected ReplicaSet information, including the required number of each NodeType). + +.. _virtual-cluster-job-cluster: + +Job Cluster +----------- +**Job Cluster** is a special type of Indivisible Cluster, which cannot be further subdivided into smaller virtual clusters. It is automatically created when jobs are submitted to a Divisible Cluster and is destroyed once job is dead and all corresponding tasks finished. It can only execute one job's workerloads. diff --git a/doc/source/virtual-cluster/management.rst b/doc/source/virtual-cluster/management.rst new file mode 100644 index 0000000000000..1163fa6210911 --- /dev/null +++ b/doc/source/virtual-cluster/management.rst @@ -0,0 +1,168 @@ +Virtual Cluster Management API +============================== + +.. _virtual-cluster-management-api: + +This page introduces the management API of the Ray virtual clusters: + +.. contents:: + :local: + +.. _virtual-cluster-create-or-update-virtual-cluster: + +Create or Update A Virtual Cluster +---------------------------------- + +To create or update a virtual cluster, users can send a POST request to the http endpoint at `/virtual_clusters`. + +**Simple Request:** + +.. code-block:: json + + { + "virtualClusterId":"virtual_cluster_1", // Unique id of the virtual cluster + "divisible":false, // Whether it is a divisible virtual cluster + "replicaSets": { // The node type (same as pod template id) and count that you expect to assign to this virtual cluster + "4c8g":1, + "8c16g":1 + }, + "revision":1734141542694321600 // The timestamp of the virtual cluster's most recent creation/update + } + +**Success Response:** + +.. code-block:: json + + { + "result":true, + "msg":"Virtual cluster created or updated.", + "data":{ + "virtualClusterId":"virtual_cluster_1", + "revision":1734141542694433731, // The timestamp that this creation/update request was enforced in gcs + "nodeInstances": { // The nodes that were actually assigned to this virtual cluster + "033141204224b43e67f01ec314ba45c16892298a23e83c5182eec355":{ // The node id used in gcs + "hostname": "ec2-33-141-204-224.us-west-2.compute.amazonaws.com", + "templateId": "4c8g" + }, + "033159116236f3f382597f5e05cadbc000655f862f389c41072cef73": { + "hostname": "ec2-33-159-116-236.us-west-2.compute.amazonaws.com", + "templateId": "8c16g" + } + } + } + } + +**Error Response:** + +- If there are not enough eligible nodes to be added or removed, the sample reply will be: + +.. code-block:: json + + { + "result":false, + "msg":"Failed to create or update virtual cluster virtual_cluster_1: No enough nodes to add to the virtual cluster. The replica sets that gcs can add at most are shown below. Use it as a suggestion to adjust your request or cluster.", + "data":{ + "virtualClusterId":"virtual_cluster_1", + "replicaSetsToRecommend":{ + "4c8g":1 + } + } + } + +The reply will tell you the replica sets that are allowed to added or removed at most. You can use this information to adjust your request. + +- If you update the virtual cluster with an expired revision, then the sample reply will be: + +.. code-block:: json + + { + "result":false, + "msg":"Failed to create or update virtual cluster virtual_cluster_1: The revision (0) is expired, the latest revision of the virtual cluster virtual_cluster_1 is 1736848949051567437", + "data":{ + "virtualClusterId":"virtual_cluster_1", + "replicaSetsToRecommend":{} + } + } + +Every time you want to update a virtual cluster, do it based on the latest revision (there might be more than one party of interest). The failure message in the reply above tells you the latest revision. You can also get it by accessing the GET API shown below. + +Remove A Virtual Cluster +------------------------ + +Users can remove a virtual cluster by sending a DELETE request to the http endpoint at `/virtual_clusters/{virtual_cluster_id}`. + +**Success Response:** + +.. code-block:: json + + { + "result":true, + "msg":"Virtual cluster virtual_cluster_1 removed.", + "data":{ + "virtualClusterId":"virtual_cluster_1" + } + } + +**Error Response:** + +If there are still jobs running in the virtual cluster, then the sample reply will be: + +.. code-block:: json + + { + "result":false, + "msg":"Failed to remove virtual cluster virtual_cluster_1: The virtual cluster virtual_cluster_1 can not be removed as it is still in use. ", + "data":{ + "virtualClusterId":"virtual_cluster_1" + } + } + +Get Virtual Clusters +-------------------- + +To get the metadata of all virtual clusters, users can send a GET request to the http endpoint at `/virtual_clusters`. + +**Success Response:** + +.. code-block:: json + + { + "result":true, + "msg":"All virtual clusters fetched.", + "data":{ + "virtualClusters":[ + { + "virtualClusterId":"virtual_cluster_1", + "divisible":false, + "isRemoved":false, + "nodeInstances":{ // The nodes assigned to this virtual cluster. + "033141204224b43e67f01ec314ba45c16892298a23e83c5182eec355":{ + "hostname":"ec2-33-141-204-224.us-west-2.compute.amazonaws.com", + "templateId":"4c8g" + }, + "033159116236f3f382597f5e05cadbc000655f862f389c41072cef73":{ + "hostname":"ec2-33-159-116-236.us-west-2.compute.amazonaws.com", + "templateId":"8c16g" + } + }, + "revision":1734141542694433731 // The timestamp of the virtual cluster's most recent creation/update. + }, + { + "virtualClusterId":"virtual_cluster_2", + "divisible":true, + "isRemoved":false, + "nodeInstances":{ + "0331761541565ea3c14fcc158a98e9a6eed9e0c3c6c86fa613ce6738":{ + "hostname":"ec2-33-176-154-156.us-west-2.compute.amazonaws.com", + "templateId":"8c16g" + }, + "0331280722461e5130088465a89bd8262738fbd301ae9ae06e1edf42":{ + "hostname":"ec2-33-128-72-246.us-west-2.compute.amazonaws.com", + "templateId":"4c8g" + } + }, + "revision":1734132897622670263 + } + ] + } + }