turbo-operations

name

turbo-operations

description

Turbo pipeline operations reference — lifecycle commands (pause, resume, restart, delete), pipeline states, checkpoint behavior, streaming vs job-mode differences, CLI syntax for `inspect`/`logs`, TUI shortcuts, and error pattern lookup. Triggers on: 'how do I pause/restart/delete', 'will deleting lose my data', 'what does this error mean', 'inspect TUI shortcuts'. For interactive diagnosis of a broken pipeline, use /turbo-doctor.

Turbo Pipeline Operations

Lifecycle commands, monitoring, and error reference for running Turbo pipelines. This is a lookup reference — for interactive troubleshooting of a broken pipeline, use /turbo-doctor. For building new pipelines, use /turbo-builder.

Pipeline States

State	Description
running	Pipeline is actively processing data
starting	Pipeline is initializing
paused	Pipeline is paused (replicas set to 0)
stopped	Pipeline is not running (manually stopped)
error	Pipeline encountered an error
completed	Job-mode pipeline finished processing range

Streaming vs Job Mode Lifecycle

Operation	Streaming Pipeline	Job-Mode Pipeline (job: true)
List	Shows as running/paused	Shows as running/completed
Pause	Supported	Not supported
Resume	Supported	Not supported
Restart	Supported	Not supported — use delete + apply
Delete	Supported	Supported (auto-cleanup ~1hr after done)
Apply	Updates in place	Must delete first, then re-apply

Job-Mode Pipeline Lifecycle

Job-mode pipelines (job: true) are one-time batch processes:

1. Start — process data from start_at to end_block
2. Run — process the bounded data range
3. Complete — automatically stop when range is processed
4. Auto-cleanup — ~1 hour after completion, automatically removed

Cannot pause, resume, or restart. Must delete before redeploying.

Lifecycle Commands

List Pipelines

goldsky turbo list

Pause a Pipeline

Temporarily stop processing without deleting. Preserves all state for later resumption.

goldsky turbo pause <pipeline-name>

Resume a Pipeline

Restore a paused pipeline. Can only resume a paused pipeline.

goldsky turbo resume <pipeline-name>

Restart a Pipeline

Trigger a pod restart for a running or paused pipeline.

goldsky turbo restart <pipeline-name>
# To clear all checkpoints and reprocess from the beginning:
goldsky turbo restart <pipeline-name> --clear-state

Delete a Pipeline

Permanently remove a pipeline. All checkpoints are lost. Data already written to sinks is preserved.

goldsky turbo delete <pipeline-name>

Delete and Recreate (Fresh Start)

goldsky turbo delete my-pipeline
goldsky turbo apply my-pipeline.yaml

Checkpoint Behavior

• Deleting a pipeline removes its checkpoints permanently
• Recreating with the same name starts fresh (no checkpoint recovery)
• To preserve checkpoints, use apply to update instead of delete/recreate
• Checkpoint state is tied to source names — renaming a source resets its checkpoint
• Checkpoint state is tied to pipeline names — renaming a pipeline resets all checkpoints

Monitoring Commands

Action	Command
List pipelines	goldsky turbo list
View live data	goldsky turbo inspect <name> -p
Inspect specific node	goldsky turbo inspect <name> -n <node> -p
View logs	goldsky turbo logs <name>
Follow logs	goldsky turbo logs <name> --follow
Logs with timestamps	goldsky turbo logs <name> --timestamps
Last N lines	goldsky turbo logs <name> --tail N
Logs since N seconds ago	goldsky turbo logs <name> --since N

goldsky turbo inspect Flags

Flag	Short	Description
--print	-p	Print records to stdout
--topology-node-keys	-n	Comma-separated node keys to filter (e.g. a transform name)
--buffer-size	-b	Max records to keep in buffer (default: 10000)

Always use -p. Always include it in every inspect command you suggest.

Log Analysis Script

Use the helper script to quickly analyze pipeline logs:

./scripts/analyze-logs.sh <pipeline-name>
./scripts/analyze-logs.sh <pipeline-name> --tail 100

The script checks for common error patterns and reports findings with recommendations.

Common Error Patterns

Detailed error patterns and solutions are in data/error-patterns.json.

Error Pattern	Likely Cause	Fix
connection refused	Database unreachable	Check network/firewall settings
authentication failed	Wrong credentials	Update secret with correct credentials
secret not found	Missing secret	Create secret with goldsky secret create
SQL syntax error	Invalid transform SQL	Fix SQL in YAML and redeploy
duplicate key	Primary key collision	Ensure unique primary key in transform
script transform error	TypeScript runtime failure	Check script logic, null handling, return types
dynamic_table error	Backend connection issue	Verify dynamic table secret/table exists
WASM execution failed	Script crash in sandbox	Debug script — check for undefined access
handler timeout	External HTTP endpoint slow	Increase timeout_ms or fix handler endpoint

Script Transform Issues

Issue	Fix
undefined property access	Add null checks: input.field ?? ''
Wrong return type	Ensure returned object matches schema exactly
Missing return fields	All schema fields must be present in returned object
invoke is not a function	Ensure script defines function invoke(data)
BigInt errors	Use BigInt() constructor, not direct number literals

Dynamic Table Issues

Issue	Fix
Table not found	Create the table in PostgreSQL before deploying
No matches from check	Verify data exists in the backing table
Stale data	For postgres backend, verify rows are actually there
Memory pressure	Large in_memory tables → switch to postgres backend

Troubleshooting Quick Reference

Symptom	Likely Cause	Quick Fix
No data flowing	start_at: latest	Wait for new data or use earliest
Auth failed	Wrong credentials	Update secret with correct password
Connection refused	Network/firewall	Check host, whitelist Goldsky IPs
Storage exceeded	Neon free tier (512MB)	Upgrade plan or clear data
SQL error	Bad transform syntax	Validate YAML first
Pipeline not found	Name mismatch	Run goldsky turbo list to check names
Permission denied	Role insufficient	Verify Editor or Admin role in the project
pipeline already exists	Job-mode stale	Delete first, then re-apply
Cannot pause/resume job	Job-mode limitation	Job pipelines don't support pause/resume
Cannot restart job	Job-mode limitation	Delete + re-apply instead
Can't connect to inspect	Pipeline not running	Check status with goldsky turbo list
Logs are empty	Pipeline just started	Wait for data or check start_at
TUI disconnects	Pipeline interrupted	Auto-reconnects within 30 min; check status

Related

• /turbo-doctor — Interactive diagnostic skill for pipeline issues
• /turbo-builder — Build and deploy new pipelines
• /turbo-pipelines — YAML configuration and architecture reference