Creating a Cluster and Submitting a Job
Function
This API is used to create an MRS cluster, submit a job, and terminate the cluster after the job is complete. This API is supported in MRS 1.8.9 or later. Before using this API, you need to obtain the following resource information:
- Create or query a VPC and subnet.
- Create or query a key pair using an ECS.
- Obtain the region information by referring to Endpoints.
- Obtain the MRS version and the components supported by the MRS version by referring to Obtaining the MRS Cluster Information.
Constraints
None
URI
POST /v2/{project_id}/run-job-flow
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
project_id |
Yes |
String |
Explanation Project ID. For details about how to obtain the project ID, see Obtaining a Project ID. Constraints N/A Value range The value must consist of 1 to 64 characters. Only letters and digits are allowed. Default value N/A |
Request Parameters
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
is_dec_project |
No |
Boolean |
Explanation Whether the resource is a DeC resource. Constraints N/A Value range
Default value false |
cluster_version |
Yes |
String |
Explanation Cluster version, for example, MRS 3.3.1-LTS. Constraints N/A Value range N/A Default value N/A |
cluster_name |
Yes |
String |
Explanation Cluster name. Constraints N/A Value range The cluster name must globally unique. A cluster name can contain only 1 to 64 characters. Only letters, numbers, hyphens (-), and underscores (_) are allowed. Default value N/A |
cluster_type |
Yes |
String |
Explanation The cluster type. Constraints N/A Value range
Default value N/A |
region |
Yes |
String |
Explanation Information about the region where the cluster is located. For details, see Endpoints. Constraints N/A Value range N/A Default value N/A |
vpc_name |
Yes |
String |
Explanation The name of the VPC where the subnet is located. Obtain the VPC name by performing the following operations on the VPC management console:
Constraints N/A Value range N/A Default value N/A |
subnet_id |
No |
String |
Explanation The subnet ID. Obtain the subnet ID by performing the following operations on the VPC management console:
Constraints At least one of subnet_id and subnet_name must be configured. If the two parameters are configured but do not match the same subnet, the cluster fails to create. subnet_id is recommended. Value range N/A Default value N/A |
subnet_name |
Yes |
String |
Explanation The subnet name. Obtain the subnet name by performing the following operations on the VPC management console:
Constraints At least one of subnet_id and subnet_name must be configured. If the two parameters are configured but do not match the same subnet, the cluster fails to create. If only subnet_name is configured and subnets with the same name exist in the VPC, the first subnet name in the VPC is used when a cluster is created. subnet_id is recommended. Value range N/A Default value N/A |
components |
Yes |
String |
Explanation List of component names, which are separated by commas (,). For details about the components that are supported, see "Components Supported by MRS" in Obtaining the MRS Cluster Information. Constraints N/A Value range N/A Default value N/A |
external_datasources |
No |
Array of ClusterDataConnectorMap objects |
Explanation When deploying components such as Hive and Ranger, you can associate data connections and store metadata in associated databases. For details about the parameters, see Table 3. Constraints N/A |
availability_zone |
Yes |
String |
Explanation The AZ name. Multi-AZ clusters are not supported. For details about AZs, see Endpoints. Constraints N/A Value range N/A Default value N/A |
security_groups_id |
No |
String |
Explanation The ID of the security group configured for the cluster.
Constraints N/A Value range N/A Default value N/A |
auto_create_default_security_group |
No |
Boolean |
Explanation Whether to create the default security group for the MRS cluster. Constraints If this parameter is set to true, the default security group will be created for the cluster regardless of whether security_groups_id is specified. Value range
Default value false |
safe_mode |
Yes |
String |
Explanation The running mode of an MRS cluster. Constraints N/A Value range
Default value N/A |
manager_admin_password |
Yes |
String |
Explanation Password of the MRS Manager administrator. Constraints N/A Value range
Default value N/A |
login_mode |
Yes |
String |
Explanation Node login mode. Constraints N/A Value range
Default value N/A |
node_root_password |
No |
String |
Explanation The password of user root for logging in to a cluster node. Constraints N/A Value range
Default value N/A |
node_keypair_name |
No |
String |
Explanation The name of a key pair. You can use a key pair to log in to a cluster node. Constraints N/A Value range N/A Default value N/A |
enterprise_project_id |
No |
String |
Explanation Enterprise project ID. When you create a cluster, associate the enterprise project ID with the cluster. The default value is 0, indicating the default enterprise project. Constraints N/A Value range N/A Default value The default value is 0, indicating the default enterprise project. |
eip_address |
No |
String |
Explanation EIP bound to an MRS cluster, which can be used to access MRS Manager. The EIP must have been created and must be in the same region as the cluster. Constraints N/A Value range N/A Default value N/A |
eip_id |
No |
String |
Explanation ID of the bound EIP. Constraints ID of the bound EIP. This parameter is mandatory when eip_address is configured. Value range N/A Default value N/A |
mrs_ecs_default_agency |
No |
String |
Explanation Name of the agency bound to a cluster node by default. The value is fixed to MRS_ECS_DEFAULT_AGENCY. An agency allows ECS or BMS to manage MRS resources. You can configure an agency of the ECS type to automatically obtain the AK/SK to access OBS. The MRS_ECS_DEFAULT_AGENCY agency has the OBS OperateAccess permission of OBS and the CES FullAccess (for users who have enabled fine-grained policies), CES Administrator, and KMS Administrator permissions in the region where the cluster is located. Constraints N/A Value range N/A Default value N/A |
template_id |
No |
String |
Explanation The template used for node deployment when the cluster type is CUSTOM.
Constraints N/A Value range N/A Default value N/A |
tags |
No |
Array of Tag objects |
Explanation Cluster tag information. For details, see Table 4. Constraints A cluster allows a maximum of 10 tags. A tag name (key) must be unique in a cluster. |
log_collection |
No |
Integer |
Explanation Whether to collect logs when cluster creation fails. Constraints N/A Value range
Default value 1 |
node_groups |
Yes |
Array of NodeGroupV2 objects |
Explanation Information about the node groups that form the cluster. For details about the parameters, see Table 5. Constraints N/A |
bootstrap_scripts |
No |
Array of BootstrapScript objects |
Explanation The bootstrap action script. For details about the parameters, see Table 12. Constraints N/A |
log_uri |
No |
String |
Explanation The OBS path to which cluster logs are dumped. After the log dump function is enabled, the read and write permissions on the OBS path are required to upload logs. Configure the default agency MRS_ECS_DEFULT_AGENCY or customize an agency with the read and write permissions on the OBS path. This parameter is available only for cluster versions that support dumping cluster logs to OBS. Constraints N/A Value range N/A Default value N/A |
component_configs |
No |
Array of ComponentConfig objects |
Explanation The custom configuration of cluster components. This parameter applies only to cluster versions that support the feature of creating a cluster by customizing component configurations. For details about this parameter, see Table 13. Constraints The number of records cannot exceed 50. |
delete_when_no_steps |
No |
Boolean |
Explanation Whether to automatically delete the cluster after the job is complete. Constraints N/A Value range
Default value false |
steps |
Yes |
Array of StepConfig objects |
Explanation The job list. For details about this parameter, see Table 15. Constraints The number of records cannot exceed 255. |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
map_id |
No |
Integer |
Explanation Data connection association ID Constraints N/A Value range N/A Default value N/A |
connector_id |
No |
String |
Explanation Data connection ID Constraints N/A Value range N/A Default value N/A |
component_name |
No |
String |
Explanation Component name Constraints N/A Value range N/A Default value N/A |
role_type |
No |
String |
Explanation Component role type. Constraints N/A Value range
Default value N/A |
source_type |
No |
String |
Explanation Data connection type Constraints N/A Value range
Default value N/A |
cluster_id |
No |
String |
Explanation ID of the associated cluster Constraints N/A Value range The value can contain 1 to 64 characters, including only letters, digits, underscores (_), and hyphens (-). Default value N/A |
status |
No |
Integer |
Explanation Data connection status. Constraints N/A Value range
Default value N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
key |
Yes |
String |
Explanation Tag key. Constraints N/A Value range
Default value N/A |
value |
Yes |
String |
Explanation Tag value. Constraints N/A Value range
Default value N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
group_name |
Yes |
String |
Explanation Node group name. Constraints N/A Value range The value can contain a maximum of 64 characters, including uppercase and lowercase letters, digits and underscores (_). The rules for configuring node groups are as follows:
Default value N/A |
node_num |
Yes |
Integer |
Explanation Number of nodes. Constraints The total number of Core and Task nodes cannot exceed 500. Value range 0-500 Default value N/A |
node_size |
Yes |
String |
Explanation The instance specifications of a node, for example, c3.4xlarge.2.linux.bigdata. You are advised to obtain the specifications supported by the corresponding version in the corresponding region from the cluster creation page on the MRS console. Constraints N/A Value range N/A Default value N/A |
root_volume |
No |
Volume object |
Explanation The system disk information of the node. This parameter is optional for some VMs or the system disk of the BMS and mandatory in other cases. For details about this parameter, see Table 6. Constraints N/A |
data_volume |
No |
Volume object |
Explanation Data disk information. For details about the parameter, see Table 6. Constraints This parameter is mandatory when data_volume_count is not 0. |
data_volume_count |
No |
Integer |
Explanation Number of data disks of a node. Constraints N/A Value range 0-20 Default value N/A |
auto_scaling_policy |
No |
AutoScalingPolicy object |
Explanation The auto scaling rule information. For details about this parameter, see Table 7. Constraints N/A |
assigned_roles |
No |
Array of strings |
Explanation This parameter is mandatory when the cluster type is CUSTOM. You can specify the roles deployed in a node group. This parameter is a string array. Each string represents a role expression. Role expression definition:
Constraints N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
type |
Yes |
String |
Explanation Disk type. Constraints N/A Value range
Default value N/A |
size |
Yes |
Integer |
Explanation Data disk size in GB. Constraints N/A Value range 10-32768 Default value N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
auto_scaling_enable |
Yes |
Boolean |
Whether to enable the auto scaling policy. |
min_capacity |
Yes |
Integer |
The minimum number of nodes reserved in the node group. Value range: [0, 500] |
max_capacity |
Yes |
Integer |
The maximum number of nodes in the node group. Value range: [0, 500] |
resources_plans |
No |
Array of ResourcesPlan objects |
The resource plan list. If this parameter is left blank, the resource plan is disabled. When auto_scaling_enable is set to true, either this parameter or rules must be configured. For details about this parameter, see Table 8. |
rules |
No |
Array of Rule objects |
The list of auto scaling rules. When auto_scaling_enable is set to true, either this parameter or resources_plans must be configured. For details about this parameter, see Table 9. |
exec_scripts |
No |
Array of ScaleScript objects |
The list of custom scaling automation scripts. If this parameter is left blank, the automation script is disabled. For details about this parameter, see Table 11. |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
period_type |
Yes |
String |
Explanation Cycle type of a resource plan. This parameter can be set to daily only. Constraints N/A Value range N/A Default value N/A |
start_time |
Yes |
String |
Explanation Start time of a resource plan. The value is in the format of hour:minute, indicating that the time ranges from 00:00 to 23:59. Constraints N/A Value range N/A Default value N/A |
end_time |
Yes |
String |
Explanation End time of a resource plan. The format is the same as that of start_time. Constraints The value cannot be earlier than the start_time, and the interval between start_time and start_time cannot be less than 30 minutes. Value range N/A Default value N/A |
min_capacity |
Yes |
Integer |
Explanation Minimum number of the preserved nodes in a node group in a resource plan. Constraints N/A Value range 0-500 Default value N/A |
max_capacity |
Yes |
Integer |
Explanation Maximum number of the preserved nodes in a node group in a resource plan. Constraints N/A Value range 0-500 Default value N/A |
effective_days |
No |
Array of strings |
Explanation The effective date of a resource plan. If this parameter is left blank, it indicates that the resource plan takes effect every day. The options are as follows: MONDAY, TUESDAY, WEDNESDAY, THURSDAY, FRIDAY, SATURDAY, and SUNDAY Constraints N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
name |
Yes |
String |
Explanation Name of an auto scaling rule. Constraints N/A Value range The value can contain 1 to 64 characters, including only letters, digits, underscores (_), and hyphens (-). Rule names must be unique in a node group. Default value N/A |
description |
No |
String |
Explanation Description about an auto scaling rule. Constraints N/A Value range The value can contain 0 to 1024 characters. Default value N/A |
adjustment_type |
Yes |
String |
Explanation Adjustment type of an auto scaling rule. Constraints N/A Value range
Default value N/A |
cool_down_minutes |
Yes |
Integer |
Explanation The cluster cooling time after an auto scaling rule is triggered, in minutes, during which period no auto scaling operation is performed. Constraints N/A Value range The value ranges from 0 to 10080. 10080 indicates the number of minutes in a week. Default value N/A |
scaling_adjustment |
Yes |
Integer |
Explanation Number of nodes that can be adjusted once. Constraints N/A Value range 1-100 Default value N/A |
trigger |
Yes |
Trigger object |
Explanation Condition for triggering a rule. For details about this parameter, see Table 10. Constraints N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
metric_name |
Yes |
String |
Explanation Metric name. This triggering condition makes a judgment according to the value of the metric. Constraints N/A Value range The value can contains 0 to 64 characters. Default value N/A |
metric_value |
Yes |
String |
Explanation Metric threshold to trigger a rule. The value must be an integer or a number with two decimal places. Constraints N/A Value range Only integers or numbers with two decimal places are allowed. Default value N/A |
comparison_operator |
No |
String |
Explanation Metric judgment logic operator. Constraints N/A Value range
Default value N/A |
evaluation_periods |
Yes |
Integer |
Explanation Number of consecutive five-minute periods, during which a metric threshold is reached Constraints N/A Value range 1-288 Default value N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
name |
Yes |
String |
Explanation Names of custom scaling automation scripts. Constraints N/A Value range The names in the same cluster must be unique. The value can contain only numbers, letters, spaces, hyphens (-), and underscores (_) and cannot start with a space. The value can contain 1 to 64 characters. Default value N/A |
uri |
Yes |
String |
Explanation Path of a custom automation script. Set this parameter to an OBS bucket path or a local VM path.
Constraints N/A Value range N/A Default value N/A |
parameters |
No |
String |
Explanation Parameters of a custom automation script. Multiple parameters are separated by space. The following predefined system parameters can be transferred:
Constraints N/A Value range N/A Default value N/A |
nodes |
Yes |
Array of strings |
Explanation Name of the node group where the custom automation script is executed. Constraints N/A |
active_master |
No |
Boolean |
Explanation Whether the custom automation script runs only on the active Master node. Constraints N/A Value range
Default value false |
fail_action |
Yes |
String |
Explanation Whether to continue executing subsequent scripts and creating a cluster after the custom automation script fails to be executed. You are advised to set this parameter to continue in the commissioning phase so the cluster can continue to be installed and started no matter whether the custom automation script is executed successfully. Constraints The scale-in operation cannot be undone. fail_action must be set to continue for the scripts that are executed after scale-in. Value range
Default value N/A |
action_stage |
Yes |
String |
Explanation Time when a script is executed. Constraints N/A Value range
Default value N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
name |
Yes |
String |
Explanation Name of a bootstrap action script. Constraints N/A Value range The names of bootstrap action scripts in the same cluster must be unique. The value can contain only numbers, letters, spaces, hyphens (-), and underscores (_) and cannot start with a space. The value can contain 1 to 64 characters. Default value N/A |
uri |
Yes |
String |
Explanation Path of a bootstrap action script. Set this parameter to an OBS bucket path or a local VM path. OBS bucket path: Enter a script path, For example, enter the path of the public sample script provided by MRS. Example: obs://bootstrap/presto/presto-install.sh. If dualroles is installed, the parameter of the presto-install.sh script is dualroles. If worker is installed, the parameter of the presto-install.sh script is worker. Based on the Presto usage habit, you are advised to install dualroles on the active master nodes and worker on the core nodes. Local VM path: Enter a script path. The script path must start with a slash (/) and end with .sh. Constraints N/A Value range N/A Default value N/A |
parameters |
No |
String |
Explanation Bootstrap action script parameters Constraints N/A Value range N/A Default value N/A |
nodes |
Yes |
Array of strings |
Explanation Name of the node group where the bootstrap action script is executed Constraints N/A |
active_master |
No |
Boolean |
Explanation Whether the bootstrap action script runs only on active master nodes. Constraints N/A Value range
Default value N/A |
fail_action |
Yes |
String |
Explanation Whether to continue executing subsequent scripts and creating a cluster after the bootstrap action script fails to execute. The default value is errorout, indicating that the action is stopped. Note: You are advised to set this parameter to continue in the commissioning phase so that the cluster can continue to be installed and started no matter whether the bootstrap action is successful. Constraints N/A Value range
Default value errorout |
before_component_start |
No |
Boolean |
Explanation Time when the bootstrap action script is executed. Currently, the following two options are available: Before component start and After component start. Constraints N/A Value range
Default value false |
start_time |
No |
Long |
Explanation Execution time of one boot operation script. Constraints N/A Value range N/A Default value N/A |
state |
No |
String |
Explanation Running state of an individual bootstrap action script. Constraints N/A Value range
Default value N/A |
action_stages |
No |
Array of strings |
Explanation Select the time when the bootstrap action script is executed. Constraints Enumerated values:
|
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
component_name |
Yes |
String |
Explanation Component name Constraints N/A Value range N/A Default value N/A |
configs |
No |
Array of Config objects |
Explanation Component configuration item list. For details about this parameter, see Table 14. Constraints The number of records cannot exceed 100. |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
key |
Yes |
String |
Explanation Configuration name. Only the configuration names displayed on the MRS component configuration page are supported. Constraints N/A Value range N/A Default value N/A |
value |
Yes |
String |
Explanation Configuration value. Constraints N/A Value range N/A Default value N/A |
config_file_name |
Yes |
String |
Explanation Configuration file name. Only the file names displayed on the MRS component configuration page are supported. Constraints N/A Value range N/A Default value N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
job_execution |
Yes |
JobExecution object |
Explanation Job parameter. For details about this parameter, see Table 16. Constraints N/A |
Parameter |
Mandatory |
Type |
Description |
---|---|---|---|
job_type |
Yes |
String |
Explanation Job type. Constraints N/A Value range
Default value N/A |
job_name |
Yes |
String |
Explanation Job name. Constraints N/A Value range A cluster name can contain only 1 to 64 characters. Only letters, digits, hyphens (-), and underscores (_) are allowed. Identical job names are allowed but not recommended. Default value N/A |
arguments |
No |
Array of strings |
Explanation Key parameter for program execution. The parameter is specified by the function of the user's program. MRS is only responsible for loading the parameter. Constraints The value can contain a maximum of 150,000 characters. Special characters (;|&>'<$!"\) are not allowed. This parameter can be left blank. Note:
|
properties |
No |
Map<String,String> |
Explanation Program system parameter. Constraints The value can contain a maximum of 2,048 characters. Special characters (;|&>'<$!\\) are not allowed. This parameter can be left blank. |
Response Parameters
Status code: 200
Parameter |
Type |
Description |
---|---|---|
cluster_id |
String |
Explanation Cluster ID, which is returned by the system after the cluster is created. Value range N/A |
Example Request
Create an MRS 3.3.1-LTS cluster where the custom management nodes and control nodes are the same nodes and submit a HiveScript job.
POST /v2/{project_id}/run-job-flow
{
"cluster_version" : "MRS 3.3.1-LTS",
"cluster_name" : "mrs_heshe_dm",
"cluster_type" : "CUSTOM",
"charge_info" : {
"charge_mode" : "postPaid"
},
"region" : "",
"availability_zone" : "",
"vpc_name" : "vpc-37cd",
"subnet_id" : "1f8c5ca6-1f66-4096-bb00-baf175954f6e",
"subnet_name" : "subnet",
"components" : "Hadoop,Spark2x,HBase,Hive,Hue,Loader,Kafka,Storm,Flume,Flink,Oozie,Ranger,Tez",
"safe_mode" : "KERBEROS",
"manager_admin_password" : "your password",
"login_mode" : "PASSWORD",
"node_root_password" : "your password",
"mrs_ecs_default_agency" : "MRS_ECS_DEFAULT_AGENCY",
"template_id" : "mgmt_control_combined_v2",
"log_collection" : 1,
"tags" : [ {
"key" : "tag1",
"value" : "111"
}, {
"key" : "tag2",
"value" : "222"
} ],
"node_groups" : [ {
"group_name" : "master_node_default_group",
"node_num" : 3,
"node_size" : "Sit3.4xlarge.4.linux.bigdata",
"root_volume" : {
"type" : "SAS",
"size" : 480
},
"data_volume" : {
"type" : "SAS",
"size" : 600
},
"data_volume_count" : 1,
"assigned_roles" : [ "OMSServer:1,2", "SlapdServer:1,2", "KerberosServer:1,2", "KerberosAdmin:1,2", "quorumpeer:1,2,3", "NameNode:2,3", "Zkfc:2,3", "JournalNode:1,2,3", "ResourceManager:2,3", "JobHistoryServer:2,3", "DBServer:1,3", "Hue:1,3", "LoaderServer:1,3", "MetaStore:1,2,3", "WebHCat:1,2,3", "HiveServer:1,2,3", "HMaster:2,3", "MonitorServer:1,2", "Nimbus:1,2", "UI:1,2", "JDBCServer2x:1,2,3", "JobHistory2x:2,3", "SparkResource2x:1,2,3", "oozie:2,3", "LoadBalancer:2,3", "TezUI:1,3", "TimelineServer:3", "RangerAdmin:1,2", "UserSync:2", "TagSync:2", "KerberosClient", "SlapdClient", "meta", "HSConsole:2,3", "FlinkResource:1,2,3", "DataNode:1,2,3", "NodeManager:1,2,3", "IndexServer2x:1,2", "ThriftServer:1,2,3", "RegionServer:1,2,3", "ThriftServer1:1,2,3", "RESTServer:1,2,3", "Broker:1,2,3", "Supervisor:1,2,3", "Logviewer:1,2,3", "Flume:1,2,3", "HSBroker:1,2,3" ]
}, {
"group_name" : "node_group_1",
"node_num" : 3,
"node_size" : "Sit3.4xlarge.4.linux.bigdata",
"root_volume" : {
"type" : "SAS",
"size" : 480
},
"data_volume" : {
"type" : "SAS",
"size" : 600
},
"data_volume_count" : 1,
"assigned_roles" : [ "DataNode", "NodeManager", "RegionServer", "Flume:1", "Broker", "Supervisor", "Logviewer", "HBaseIndexer", "KerberosClient", "SlapdClient", "meta", "HSBroker:1,2", "ThriftServer", "ThriftServer1", "RESTServer", "FlinkResource" ]
}, {
"group_name" : "node_group_2",
"node_num" : 1,
"node_size" : "Sit3.4xlarge.4.linux.bigdata",
"root_volume" : {
"type" : "SAS",
"size" : 480
},
"data_volume" : {
"type" : "SAS",
"size" : 600
},
"data_volume_count" : 1,
"assigned_roles" : [ "NodeManager", "KerberosClient", "SlapdClient", "meta", "FlinkResource" ]
} ],
"log_uri" : "obs://bucketTest/logs",
"delete_when_no_steps" : true,
"steps" : [ {
"job_execution" : {
"job_name" : "import_file",
"job_type" : "DistCp",
"arguments" : [ "obs://test/test.sql", "/user/hive/input" ]
}
}, {
"job_execution" : {
"job_name" : "hive_test",
"job_type" : "HiveScript",
"arguments" : [ "obs://test/hive/sql/HiveScript.sql" ]
}
} ]
}
Example Response
Status code: 200
Example successful response
{ "cluster_id" : "da1592c2-bb7e-468d-9ac9-83246e95447a" }
Status Codes
For details, see Status Codes.
Error Codes
See Error Codes.
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