Configure a Remote Build Node

Configure or create an IMS remote build node for use for image builds.

Prerequisites

  • Available compute node
  • CSM 1.5.1 or higher

Overview

Typically IMS jobs are run within Kubernetes (K8S) pods on the cluster’s worker nodes. With CSM 1.5.1, IMS now has the ability to run these jobs on a dedicated, repurposed compute node rather than within the K8S pods. There are two primary reasons to choose to run jobs on a remote build node.

  1. Resources available to the K8S workers.

    The IMS jobs creating and customizing images can consume a lot of resources within the K8S cluster, particularly as the image sizes get larger. If the jobs are offloaded to remote nodes, most of that resource pressure can be shifted to the remote node. This can be particularly important if the workers in the cluster are already under load stress.

  2. Performance penalty of cross architecture builds.

    All K8S worker nodes are running on x86_64 hardware. While IMS is installed with a method of generating aarch64 image builds via emulation, this method is best suited for minimal or barebones image builds. The emulation is done through a Kata VM running a QEMU translator. The process of translating x86_64 to aarch64 instructions has a serious performance impact. When running the job on a remote node, it will run on the native architecture of the remote node. Running aarch64 image builds on an aarch64 remote node can see over a 10 fold performance increase versus running the same job under emulation.

Multiple remote build nodes may be created in any mix of architectures.

Any job with an architecture matching a defined remote build node will be run remotely with no other changes needed. If there are multiple remote build nodes with the same architecture, there is a basic load balancing algorithm in place to spread the workload between all active remote build nodes.

When a new IMS job is created, the defined remote build nodes are checked to ensure SSH access is available and the required software is present on the node. If either of these checks fail, the node will not be used for the new job. If all matching remote nodes fail this check, the job will be created to run within the K8S environment as a standard local job. There is output in the cray-ims pod log that will indicate why defined remote nodes are not being used if these checks fail.

See Troubleshoot Remote Build Node for issues running remote jobs.

Configuring a remote build node

There are only two requirements for using a compute node as a remote build node:

  • Have Podman installed and configured
  • Allow IMS access via SSH key

Each system is unique so the node chosen to run remote jobs needs to be manually configured based on the requirements and capabilities of the system and that particular node. It is not possible to list all the configuration steps to optimize a particular node. The following directions are only intended to make a minimally functional remote node. Much better performance may be possible with custom configuration by a system administrator who is familiar with the configuration and capabilities of the system.

Some things to consider are:

  1. Volume mounts.

    There needs to be adequate space on the node to handle the images that are being created or customized on the remote node. The faster the volume access, the faster the image customization. Ways to improve performance beyond the mounts described below can include:

    • If there are local disk drives on the node, use them.
    • If there is a lot of RAM available, create volumes from memory.
    • If lustre is available, use lustre mounts.
  2. Network access.

    The package repositories that are needed for image creation and customization are located in Nexus within the Kubernetes system. The remote node must be able to access Nexus in order to function.

Use an existing compute node

This will add processes to the node being used as a remote build node. The system administrator will need to decide if this compute node needs to be removed from the workload manager while being used to work with images, or if it can still run compute jobs while building images.

  1. (cn#) Install Podman or verify Podman is installed on the remote build node.

    Verify Podman exists on the system.

    podman
    

    Example output:

    podman
    Manage pods, containers and images
    
    Usage:
    podman [options] [command]
    

    If the output is not as expected, make sure the appropriate Nexus repositories are present on the system to facilitate the package installation.

    ** Note: Fields within <> must be modified based upon the service pack version; and the architecture will be either x86_64 or aarch64, based on the target platform architecture.

    1. Add the necessary repositories to install Podman.

      zypper addrepo --priority 4 https://packages.local/repository/SUSE-SLE-Module-Basesystem-15-SP<version>-<architecture>-Pool/ SUSE-SLE-Module-Basesystem-15-sp<version>-<architecture>-Pool
      zypper addrepo --priority 4 https://packages.local/repository/SUSE-SLE-Module-Containers-15-SP<version>-<architecture>-Pool/ SUSE-SLE-Module-Containers-15-sp<version>-<architecture>-Pool
      
    2. Install Podman.

      zypper in podman
      
  2. Install the IMS SSH key.

    1. (ncn-mw#) Retrieve the public key from the IMS ConfigMap.

      kubectl -n services get cm cray-ims-remote-keys -o yaml | grep -A 1 public_key
      

      Example output (actual key will be different):

      public_key: |
      ecdsa-sha2-nistp384 AAAAE2VjZHNhLXNoYTItbmlzdHAzODQAAAAIbmlzdHAzODQABABhBI7zwN4rTeBHyIPKTe2ARrmTvfDWhnh4ZBu+u/LyHE8f5Fjyo8xtvqeUjUm95OLfGtr/PDbYDoX3GltfvyjzOxNt9hBWZ3Zzbr4H0Y8go4dp/mg8OFzLMYbJWTdTS8B/Rw==
      
    2. (cn#) Edit authorized_keys file.

      Add a new line and paste in the public key copied from the previous step.

      vi ~/.ssh/authorized_keys
      

Create a barebones IMS builder image

If there is no existing compute image to boot a node with, one can be created based on the barebones image that is installed with CSM. This image may be used to boot multiple remote build nodes.

  1. (ncn-mw#) Find the latest CSM install on the system.

    kubectl -n services get cm cray-product-catalog -o jsonpath='{.data.csm}'
    

    Expected output will contain all the CSM versions that have been installed on the system. Take note of the most recent, which should look similar to the following:

    1.5.1:
        configuration:
            clone_url: https://vcs.cmn.mug.hpc.amslabs.hpecorp.net/vcs/cray/csm-config-management.git
            commit: 545dd8f97645ee6882a8cef2f7dfdf25a63c1d8e
            import_branch: cray/csm/1.16.28
            import_date: 2024-03-22 12:47:14.937124
            ssh_url: git@vcs.cmn.mug.hpc.amslabs.hpecorp.net:cray/csm-config-management.git
        images:
            compute-csm-1.5-5.2.55-aarch64:
            id: 02c18757-b546-4a9f-9eae-891928bbbbb9
            compute-csm-1.5-5.2.55-x86_64:
            id: f6d9cfc7-9291-4c46-8350-c252b919d396
            cray-shasta-csm-sles15sp5-barebones-csm-1.5:
            id: 771971b5-125a-426d-8bd4-0a2a0b8e23cf
            secure-kubernetes-5.2.54-x86_64.squashfs:
            id: aea9f96d-20ba-4194-b8d4-0047803dd146
            secure-storage-ceph-5.2.54-x86_64.squashfs:
            id: 24aa8dbb-6f21-44fe-8e82-25e35802937e
        recipes:
            cray-shasta-csm-sles15sp5-barebones-csm-1.5-aarch64:
            id: 156f86ca-ebda-4bcc-b342-32ebbb99ee76
            cray-shasta-csm-sles15sp5-barebones-csm-1.5-x86_64:
            id: fca72545-338d-4220-88f7-7807d4c2c7e5
    
  2. (ncn-mw#) Find the appropriate barebones image and record the id.

    In the output above, look for the barebones compute image that has the name in the format compute-csm-<CSM_VER>-<IMAGE_VER>-<IMAGE_ARCH> that matches the architecture of the remote build node being configured. Take note of the id for this image.

    BAREBONES_IMAGE_ID=<images.id-from-above-information>
    

    Be sure to use the actual id of the image, not the id value from the examples in this documentation.

  3. (ncn-mw#) Create a CFS configuration to customize the barebones image.

    1. Set environment variables.

      Set environment variables for the configuration information from the above CSM installed version, and set an environment variable for the name of the CFS configuration.

      COMMIT_ID=<configuration.commit-from-above-information>
      IMS_REMOTE_CFS_CONFIGURATION=remote-ims-node
      
    2. Create a CFS configuration file using the above values.

      cat << EOF > cfs_config.json
      {
          "layers": [
              {
                  "clone_url": "https://api-gw-service-nmn.local/vcs/cray/csm-config-management.git",
                  "commit": "$COMMIT_ID",
                  "playbook": "ims_computes.yml"
              }
          ]
      }
      EOF
      
    3. Use the file generated above to create a new CFS configuration.

      cray cfs v3 configurations update $IMS_REMOTE_CFS_CONFIGURATION --file ./cfs_config.json --format json
      

      Expected output will be something similar to:

      {
          "last_updated": "2024-04-23T16:44:55Z",
          "layers": [
              {
              "clone_url": "https://api-gw-service-nmn.local/vcs/cray/csm-config-management.git",
              "commit": "545dd8f97645ee6882a8cef2f7dfdf25a63c1d8e",
              "playbook": "ims_computes.yml"
              }
          ],
          "name": "remote-ims-node"
      }
      
  4. (ncn-mw#) Use CFS to customize the barebones image.

    Use the new CFS configuration to customize the image whose ID was retrieved in an earlier step.

    1. Set environment variables with names for the new IMS image and the CFS session.

      Supply the architecture of the image being worked with as part of the name:

      NEW_IMAGE_NAME=ims-remote-image-<arch>
      CFS_SESSION_NAME=build-ims-remote-image-<arch>
      
    2. Create the CFS session.

      cray cfs sessions create --target-group Application $BAREBONES_IMAGE_ID \
          --target-image-map $BAREBONES_IMAGE_ID $NEW_IMAGE_NAME \
          --target-definition image --name $CFS_SESSION_NAME \
          --configuration-name $IMS_REMOTE_CFS_CONFIGURATION
      
    3. Follow the CFS session to ensure that it completes without errors.

    4. When complete, record the image id of the new image.

      cray cfs sessions describe $CFS_SESSION_NAME --format json | jq '.status.artifacts'
      

      Example output:

      [
          {
              "image_id": "adb5abcb-45c8-4352-bc36-df47220d13e1",
              "result_id": "295aa9a1-f56c-4307-acad-21b58d02321c",
              "type": "ims_customized_image"
          }
      ]
      
    5. Create a new environment variable to store this new image id.

      REMOTE_IMS_NODE_IMAGE_ID=<result_id_from_above_output>
      
    6. Look up the etag of the resulting image id.

      cray ims images describe $REMOTE_IMS_NODE_IMAGE_ID --format json
      

      Example output:

      {
          "arch": "x86_64",
          "created": "2024-04-24T12:40:30.786609+00:00",
          "id": "295aa9a1-f56c-4307-acad-21b58d02321c",
          "link": {
              "etag": "e93dacac642f1e3bffe3be275a090049",
              "path": "s3://boot-images/295aa9a1-f56c-4307-acad-21b58d02321c/manifest.json",
              "type": "s3"
          },
          "name": "ims-remote-image-x86_64"
      }
      
    7. Create a new environment variable for the etag in the above information.

      REMOTE_IMS_NODE_IMAGE_ETAG=<link_etag_from_above_output>
      
  5. (ncn-mw#) Boot the compute node with the customized image.

    Once the CFS customization is finished, the image is ready to be booted. Create a BOS session template referencing that image and use it to boot the remote node.

    1. Create a file named bos_template.json with the following content.

      Replace <REMOTE_IMS_NODE_IMAGE_ID> (3 occurrences) with the value from above and <REMOTE_IMS_NODE_IMAGE_ETAG> (2 occurrences) with its value from above. Replace <REMOTE_NODE_ARCH> (1 occurrence) with ARM for an aarch64 architecture, or with X86 for an x86_64 architecture.

      {
          "boot_sets": {
              "compute": {
                  "kernel_parameters": "ip=dhcp quiet spire_join_token=${SPIRE_JOIN_TOKEN} root=live:s3://boot-images/<REMOTE_IMS_NODE_IMAGE_ID>/rootfs nmd_data=url=s3://boot-images/<REMOTE_IMS_NODE_IMAGE_ID>/rootfs,etag=<REMOTE_IMS_NODE_IMAGE_ETAG>",
                  "node_roles_groups": [ "Compute"],
                  "etag": "<REMOTE_IMS_NODE_IMAGE_ETAG>",
                  "arch": "<REMOTE_NODE_ARCH>",
                  "path": "s3://boot-images/<REMOTE_IMS_NODE_IMAGE_ID>/manifest.json",
                  "type": "s3"
              }
          }
      }
      
    2. Create the BOS session template for this boot.

      IMS_REMOTE_BOS_SESSION_TEMPLATE=bos_ims_remote_node
      cray bos sessiontemplates create --file ./bos_template.json \
          --cfs-configuration $IMS_REMOTE_CFS_CONFIGURATION \
          $IMS_REMOTE_BOS_SESSION_TEMPLATE --format json
      

      Example output:

      {
          "boot_sets": {
              "compute": {
                  "arch": "X86",
                  "etag": "9bbdebd4e51f32a2db8f8dd3e6124166",
                  "kernel_parameters": "ip=dhcp quiet spire_join_token=${SPIRE_JOIN_TOKEN} root=live:s3://boot-images/f6d9cfc7-9291-4c46-8350-c252b919d396/rootfs nmd_data=url=s3://boot-images/f6d9cfc7-9291-4c46-8350-c252b919d396/rootfs,etag=9bbdebd4e51f32a2db8f8dd3e6124166",
                  "node_roles_groups": [
                      "Compute"
                  ],
                  "path": "s3://boot-images/f6d9cfc7-9291-4c46-8350-c252b919d396/manifest.json",
                  "type": "s3"
              }
          },
          "name": "bos_ims_remote_node",
          "tenant": ""
      }
      
    3. Boot the node that is being used for remote IMS builds.

      If the node is currently booted, use reboot, otherwise (if the node is currently off) use boot.

      IMS_REMOTE_NODE_XNAME=<xname of compute node>
      cray bos sessions create --template-name "${IMS_REMOTE_BOS_SESSION_TEMPLATE}" \
          --operation boot --limit "${IMS_REMOTE_NODE_XNAME}"
      
    4. Wait for the node to boot and become available.

Adding storage to a remote build node

By default compute nodes have limited storage. While executing small image builds may be possible, it will not be possible to build larger images or multiple images concurrently without additional storage being available to the IMS builder node. This can be achieved by mounting Ceph storage directly into the IMS builder node.

Below is a procedure to provide the IMS builder node with additional storage.

NOTE: The Ceph storage described below has several important characteristics to keep in mind:

  • This RBD device is created globally.
  • Each RBD device will still exist after the remote build node is rebooted.
  • Each RBD device must have a unique name, but may be re-used after the node is rebooted.
  • This type of RBD device may only be mounted on one node - one must be created for each remote build node.
  • If the remote build node is rebooted, the RBD device must be manually mounted again.
  1. Set an environment variable for the xname of the remote build node.

    IMS_REMOTE_NODE_XNAME=<xname of compute node>
    
  2. (ncn-mw#) Describe the node management network load balancer and note the IP address of the unbound alias.

    cray sls networks describe NMNLB --format json | jq '.ExtraProperties.Subnets[].IPReservations[] | select(.Name | contains("unbound"))'
    

    Example output:

    {
        "Aliases": [
            "unbound"
        ],
        "Comment": "unbound",
        "IPAddress": "10.92.100.225",
        "Name": "unbound"
    }
    
  3. (cn#) Edit the network configuration on the remote build node.

    1. Edit the following fields contained within the file /etc/sysconfig/network/config.

      NETCONFIG_DNS_STATIC_SEARCHLIST="nmn mtl hmn"
      NETCONFIG_DNS_STATIC_SERVERS="<IP_ADDRESS_FROM_PREVIOUS_STEP>"
      
    2. Update the network configuration with the new settings:

      netconfig update -f
      
  4. (cn#) Install ceph-common.

    zypper install -y ceph-common
    

    Expected output will be something like:

    Loading repository data...
    Reading installed packages...
    Resolving package dependencies...
    
    The following 26 NEW packages are going to be installed:
    ceph-common libcephfs2 libefa1 libfmt8 libibverbs libibverbs1 libleveldb1 liblttng-ust0 libmlx4-1 libmlx5-1
    liboath0 librados2 librbd1 librdmacm1 librgw2 libtcmalloc4 liburcu6 oath-toolkit-xml python3-ceph-argparse
    python3-ceph-common python3-cephfs python3-PrettyTable python3-rados python3-rbd python3-rgw rdma-core
    
    26 new packages to install.
    
    ...
    
    22/26) Installing: libcephfs2-16.2.11.58+g38d6afd3b78-150400.3.6.1.x86_64 ...[done]
    (23/26) Installing: python3-rgw-16.2.11.58+g38d6afd3b78-150400.3.6.1.x86_64 ...[done]
    (24/26) Installing: python3-rbd-16.2.11.58+g38d6afd3b78-150400.3.6.1.x86_64 ...[done]
    (25/26) Installing: python3-cephfs-16.2.11.58+g38d6afd3b78-150400.3.6.1.x86_64 ...[done]
    (26/26) Installing: ceph-common-16.2.11.58+g38d6afd3b78-150400.3.6.1.x86_64 ...[done]
    Running post-transaction scripts ...[done]
    
  5. (ncn-mw#) Copy the Ceph configuration and client admin keyring to the remote build node.

    scp /etc/ceph/ceph.conf ${IMS_REMOTE_NODE_XNAME}:/etc/ceph/ceph.conf
    scp /etc/ceph/ceph.client.admin.keyring ${IMS_REMOTE_NODE_XNAME}:/etc/ceph/
    scp /etc/ceph/ceph.client.admin-tools.keyring ${IMS_REMOTE_NODE_XNAME}:/etc/ceph/
    scp /etc/ceph/ceph.client.kube.keyring ${IMS_REMOTE_NODE_XNAME}:/etc/ceph/
    
  6. (cn#) Configure Ceph storage on the remote build node.

    1. Create the RBD.

      If the RBD has not been created previously, create it now. If it has already been created it does not need to be created again.

      rbd create kube/buildcache --size 1000G
      rbd feature disable kube/buildcache object-map fast-diff deep-flatten
      
    2. Set up the device.

      RBD=$( rbd map kube/buildcache --id kube --keyring /etc/ceph/ceph.client.kube.keyring )
      echo $RBD
      

      Example output:

      /dev/rbd1
      
    3. Format the RBD.

      If the RBD was just created, format it now. If it was already created and formatted previously it does not need to be formatted again.

      mkfs.ext4 $RBD
      

      Expected output:

      mke2fs 1.46.4 (18-Aug-2021)
      Discarding device blocks: done
      Creating filesystem with 262144000 4k blocks and 65536000 inodes
      Filesystem UUID: 4841aa0a-603f-4e3b-94c4-ee30dfe5c276
      Superblock backups stored on blocks:
          32768, 98304, 163840, 229376, 294912, 819200, 884736, 1605632, 2654208,
          4096000, 7962624, 11239424, 20480000, 23887872, 71663616, 78675968,
          102400000, 214990848
      
      Allocating group tables: done
      Writing inode tables: done
      Creating journal (262144 blocks): done
      Writing superblocks and filesystem accounting information: done
      
    4. Create and mount the required directories for remote build jobs.

      mkdir -p /mnt/cache
      mount "${RBD}" /mnt/cache
      
      mkdir -p /mnt/cache/tmp
      mount --bind /mnt/cache/tmp /tmp
      
      mkdir -p /mnt/cache/var/lib/containers/
      mount --bind /mnt/cache/var/lib/containers/ /var/lib/containers/
      
      mkdir -p /mnt/cache/var/tmp
      mount --bind /mnt/cache/var/tmp/ /var/tmp/
      

Adding and removing an HSM lock

NOTE: This is an optional step.

If the node is rebooted while a remote build is running, that job will fail. Additionally, if the node is booted into a different image, the node will no longer work for remote builds until it is booted back into the remote build image, or if using an existing compute image, the manual configuration steps that allow it to work as a remote build node will be removed.

To prevent accidental reboots of the remote build node, a lock may be applied through HSM that will protect the node from boots and power operations. Note that if the node is locked, operations that include that node will fail.

  1. (ncn-mw#) Create environment variable for the remote node’s xname.

    'IMS_REMOTE_NODE_XNAME=<xname of remote node>
    
  2. (ncn-mw#) Lock the compute node.

    cray hsm locks lock create --component-ids "${IMS_REMOTE_NODE_XNAME}" --format json
    

    Expected output will be something like:

    {
        "Counts": {
            "Total": 1,
            "Success": 1,
            "Failure": 0
        },
        "Success": {
            "ComponentIDs": [
            "x3000c0s19b4n0"
            ]
        },
        "Failure": []
    }
    
  3. (ncn-mw#) Check the lock status of a node.

    cray hsm locks status create --component-ids "${IMS_REMOTE_NODE_XNAME}" --format json
    

    Expected output will be something like:

    {
        "Components": [
            {
            "ID": "x3000c0s19b4n0",
            "Locked": true,
            "Reserved": false,
            "ReservationDisabled": false
            }
        ]
    }
    
  4. (ncn-mw#) Unlock the compute node.

    When done with the remote build node, remove the lock to allow reboot and power operations on the node.

    cray hsm locks unlock create --component-ids "${IMS_REMOTE_NODE_XNAME}" --format json
    

    Expected output will be something like:

    {
        "Counts": {
            "Total": 1,
            "Success": 1,
            "Failure": 0
        },
        "Success": {
            "ComponentIDs": [
            "x3000c0s19b4n0"
            ]
        },
        "Failure": []
    }
    

For more information, see Manage HSM Locks.

Adding remote build nodes to IMS

Once a node has been configured with all of the above steps, the final step is to register that node with IMS, allowing it to be used for image builds.

  1. (ncn-mw#) Create environment variable for the remote node’s xname.

    'IMS_REMOTE_NODE_XNAME=<xname of remote node>
    
  2. (ncn-mw#) Add the remote build node to IMS.

    cray ims remote-build-nodes create --xname "${IMS_REMOTE_NODE_XNAME}" --format json
    

    Expected output will be something like:

    {
        "xname": "x3000c0s19b4n0"
    }
    

Removing remote build nodes from IMS

(ncn-mw#) Remove a remote build node from IMS.

cray ims remote-build-nodes delete "${IMS_REMOTE_NODE_XNAME}"

There is no expected output from this operation.

Listing remote build nodes in IMS

(ncn-mw#) List available remote build nodes in IMS.

cray ims remote-build-nodes list --format json

Expected output will be something like:

[
    {
        "xname": "x3000c0s19b4n0"
    }
]

Checking the status of remote build nodes

Before a job is set up to be launched on a remote build node, IMS checks that there is a remote node capable of running the job. If a node is registered as a remote build node but is not able to run remote jobs, that node will not have remote jobs scheduled on it. The status of the remote build nodes may be queried. The status object will have a field ableToRunJobs that contains a boolean indicating if the node is able to run jobs. If the node is not able to run jobs, the status object will document the issue with running jobs on that node.

In order to run jobs all of the following conditions must be met:

  • The IMS service can SSH to the node.
  • The node architecture must be determined and valid.
  • The podman executable must be installed.

(ncn-mw#) To check the status of a particular remote build node:

cray ims remote-build-nodes status describe "${IMS_REMOTE_NODE_XNAME}" --format json

If the node is ready to run jobs, the output will look something like:

{
  "ableToRunJobs": true,
  "nodeArch": "x86_64",
  "numCurrentJobs": 4,
  "podmanStatus": "Podman present at /usr/bin/podman",
  "sshStatus": "SSH connection established.",
  "xname": "x3000c0s3b0n0"
}

If IMS is unable to SSH to a node the output may look something like:

{
  "ableToRunJobs": false,
  "nodeArch": "Unknown",
  "numCurrentJobs": -1,
  "podmanStatus": "Unknown",
  "sshStatus": "Unable to connect to node. Error: [Errno -2] Name does not resolve",
  "xname": "x3000c0s3b0n1"
}

If IMS is unable to determine the architecture of the node the output may look something like:

{
  "ableToRunJobs": false,
  "nodeArch": "Unable to determine architecture of node.",
  "numCurrentJobs": -1,
  "podmanStatus": "Unknown",
  "sshStatus": "SSH connection established.",
  "xname": "x3000c0s3b0n1"
}

If podman is not correctly installed the output may look something like:

{
  "ableToRunJobs": false,
  "nodeArch": "x86_64",
  "numCurrentJobs": -1,
  "podmanStatus": "Podman not installed on node.",
  "sshStatus": "SSH connection established.",
  "xname": "x3000c0s3b0n1"
}

(ncn-mw#) To check the status of all defined remote build nodes:

cray ims remote-build-nodes status list --format json

The output will look something like:

[
  {
    "ableToRunJobs": true,
    "nodeArch": "x86_64",
    "numCurrentJobs": 2,
    "podmanStatus": "Podman present at /usr/bin/podman",
    "sshStatus": "SSH connection established.",
    "xname": "x3000c0s3b0n0"
  },
  {
    "ableToRunJobs": false,
    "nodeArch": "Unknown",
    "numCurrentJobs": -1,
    "podmanStatus": "Unknown",
    "sshStatus": "Unable to connect to node. Error: [Errno -2] Name does not resolve",
    "xname": "x3000c0s3b0n1"
  }
]