This guide is applicable to Dagster Cloud.
The Dagster Cloud Agent is a special variant of the Dagster instance used in Dagster Open Source and is configured through the same dagster.yaml
file. You can customize your agent with these settings.
Note: For Kubernetes agents deployed with the Dagster Cloud Helm chart, you'll need to refer to the Helm chart's config map for customizing the agent.
User code servers support a configurable time-to-live (TTL). The agent will spin down any user code servers that haven’t served requests recently and will spin them back up the next time they’re needed. Configuring TTL can save compute cost because user code servers will spend less time sitting idle.
To configure TTL:
# dagster.yaml
instance_class:
module: dagster_cloud.instance
class: DagsterCloudAgentInstance
dagster_cloud_api:
agent_token:
env: DAGSTER_CLOUD_AGENT_TOKEN
deployment: prod
user_code_launcher:
module: dagster_cloud.workspace.docker
class: DockerUserCodeLauncher
config:
server_ttl:
enabled: true
ttl_seconds: 7200 #2 hours
You can disable forwarding compute logs to Dagster Cloud by configuring the NoOpComputeLogManager
setting:
# dagster.yaml
instance_class:
module: dagster_cloud.instance
class: DagsterCloudAgentInstance
dagster_cloud_api:
agent_token:
env: DAGSTER_CLOUD_AGENT_TOKEN
deployment: prod
user_code_launcher:
module: dagster_cloud.workspace.docker
class: DockerUserCodeLauncher
compute_logs:
module: dagster.core.storage.noop_compute_log_manager
class: NoOpComputeLogManager