Job
Note
While using TrueFoundry python SDK
typeis not a required field in any of the imported classes
Job
Description
Describes the configuration for the job
Schema
{
"type": "string",
"name": "string",
"image": {},
"trigger": {
"type": "manual"
},
"params": [
{
"name": "string",
"description": "string",
"default": "string",
"param_type": "string"
}
],
"env": null,
"resources": {
"cpu_request": 0.2,
"cpu_limit": 0.5,
"memory_request": 200,
"memory_limit": 500,
"ephemeral_storage_request": 1000,
"ephemeral_storage_limit": 2000,
"gpu_count": 0,
"shared_memory_size": 64,
"node": {}
},
"retries": 0,
"timeout": 0,
"concurrency_limit": 0,
"service_account": "string",
"mounts": [
{}
],
"labels": {
"property1": "string",
"property2": "string"
}
}
Properties
Name | Type | Required | Description |
|---|---|---|---|
type | string | true | + value=job |
name | string | true | Name of the job |
image | object | true | Specify whether you want to deploy a Docker image or build and deploy from source code |
trigger | object | true | Specify the trigger |
params | [ ] | false | Configure params and pass it to create different job runs |
env | object¦null | false | Configure environment variables to be injected in the service. |
resources | false | Describes the resource constraints for the application so that it can be deployed accordingly on the cluster | |
retries | integer | true | Specify the maximum number of attempts to retry a job before it is marked as failed. |
timeout | integer | false | Job timeout in seconds. |
concurrency_limit | integer | false | Number of runs that can run concurrently |
service_account | string | false | Service account that this workload should use |
mounts | [object] | false | Configure data to be mounted to job pod(s) |
labels | object | false | Add labels to service metadata |
Examples
Triggers
The modules below help configure the Triggers for the Job
Manual
Description
Describes that we are going to manually trigger our job.
Schema
{
"type": "string"
}
Properties
Name | Type | Required | Description |
|---|---|---|---|
type | string | true | + value=manual |
Schedule
Description
Describes that we are going to schedule our job to run at a schedule, making our job a cron job.
Schema
{
"type": "string",
"schedule": "string",
"concurrency_policy": "Forbid",
"timezone": "string"
}
Properties
Name | Type | Required | Description |
|---|---|---|---|
type | string | true | + value=scheduled |
schedule | string | true | Specify the schedule for this job to be run periodically in cron format. |
concurrency_policy | string | true | Choose whether to allow this job to run while another instance of the job is running, or to replace the currently running instance. Allow |
timezone | string | false | Timezone against which the cron schedule will be calculated, e.g. "Asia/Tokyo". Default is machine's local time. |
Enumerate Values
| Property | Value |
|---|---|
| concurrency_policy | Forbid |
| concurrency_policy | Allow |
| concurrency_policy | Replace |
Param
Description
Describes a parameter for configuration
Schema
{
"name": "string",
"description": "string",
"default": "string",
"param_type": "string"
}
Properties
| Name | Type | Required | Description |
|---|---|---|---|
| name | string | true | Name of the param |
| description | string | false | Description of param |
| default | string | false | Default value or placeholder |
| param_type | string | false | none |
Enumerate Values
| Property | Value |
|---|---|
| param_type | string |
| param_type | ml_repo |
Updated about 1 month ago