Reference
Job templates
Reference for job-template YAML, connectors, task DAGs, arguments, job_config, dashboards, failure behavior, snapshots, and instantiation.
A job template composes reusable tasks into a directed acyclic graph. Creating a job resolves template arguments, snapshots task definitions, binds stored connectors, creates dashboard instances, and seeds job configuration.
Structure
name: ticket-migration
description: Migrate tickets and attachments
connectors:
source:
type: truto
destination:
type: postgres
mapping_db:
type: sqlite
arguments:
account_id:
type: string
required: true
job_config:
migration:
type: form
title: Migration settings
fields:
- key: dry_run
label: Preview only
type: boolean
default: true
tasks:
prepare:
task: prepare-destination
connector_mapping:
destination: destination
tickets:
task: migrate-tickets
depends_on: [prepare]
connector_mapping:
source: source
destination: destination
mapping_db: mapping_db
arguments:
integrated_account_id: ${account_id}
on_failure: pauseTop-level fields
name— stable template name.description— user-facing purpose.connectors— template connector names and types.arguments— create-time values substituted into the snapshot.job_config— runtime-editable schema copied into each job.tasks— task nodes keyed by job task key.on_failure—pause(default),abort, orcontinue.
Dashboard templates are associated with the job template as separate records and are instantiated with the job.
Task node fields
task— referenced task definition name.depends_on— array of upstream task keys.connector_mapping— task slot to template connector name.arguments— task runtime arguments.description— optional node-specific description.type— optionalcommandorvalidationbehavior; omit for a regular task.
Task keys must be unique. Dependencies must exist and cannot form a cycle.
Failure behavior
Job execution schedules tasks when their dependencies satisfy the graph rules. A failed dependency can prevent downstream work. on_failure can pause for operator intervention, abort the graph, or allow independent work to continue.
Stopping a job does not roll back completed external writes.
Arguments and configuration
Use:
- template arguments for values fixed at job creation;
- job configuration for values editable between runs;
- task-node arguments for binding the first two into a particular task.
Targeted runs
A run can target selected task keys. Dependencies are included by default. skip_deps: true is an operator assertion that required upstream state already exists.
Snapshot behavior
Creating a job captures the current template and task versions. Starting a run captures the current job configuration. Later edits do not mutate historical jobs or runs.
An upgrade should compare resolved snapshots, not only top-level template version names.
Validation
Template validation checks:
- YAML shape;
- referenced tasks;
- connector type compatibility;
- connector slot mappings;
- missing and cyclic dependencies;
- argument definitions and substitutions;
- task override targets;
- dashboard definitions where applicable.
It cannot validate target credentials or external side effects.
See Override a task in a job template and Job templates and jobs.