---

name: studio-db description: Query Studio deployment PostgreSQL databases for transaction debugging and analytics

Studio Database Debugging

Query and debug the genlayer_state database for transaction issues.

Connection

For cluster access setup and connection workflow, see: devexp-apps-workload/.claude/skills/studio-db/SKILL.md

Quick connect (after setup):

Copyexport PATH="/opt/homebrew/share/google-cloud-sdk/bin:/opt/homebrew/bin:$PATH"
DBHOST=$(kubectl get secret database-config -n <namespace> -o jsonpath='{.data.DBHOST}' | base64 -d)
DBPASSWORD=$(kubectl get secret database-password -n <namespace> -o jsonpath='{.data.DBPASSWORD}' | base64 -d)

echo "<SQL>" | kubectl run pg-query --rm -i --image=postgres:16 --restart=Never \
  --namespace=<namespace> --env="PGPASSWORD=$DBPASSWORD" -- \
  psql -h "$DBHOST" -p 5432 -U postgres -d genlayer_state -t

Transaction Table Schema

Primary table for debugging (transactions):

Transaction Statuses

CopyPENDING → ACTIVATED → PROPOSING → COMMITTING → REVEALING → ACCEPTED → FINALIZED
                                                        ↘ UNDETERMINED
                                                        ↘ LEADER_TIMEOUT
                                                        ↘ VALIDATORS_TIMEOUT
                                                        ↘ CANCELED

Other Tables

• current_state: Global chain state (id, data JSONB, balance)
• validators: Validator configs (id, address, stake, provider, model, plugin)
• llm_providers: LLM provider configurations
• snapshot: Compressed state snapshots (snapshot_id, state_data, transaction_data)

Common Debugging Queries

Find transaction by hash

CopySELECT hash, status, from_address, to_address, created_at,
       consensus_data, worker_id
FROM transactions WHERE hash = '0x...';

List stuck/problematic transactions

CopySELECT hash, status, created_at, worker_id
FROM transactions
WHERE status IN ('UNDETERMINED', 'LEADER_TIMEOUT', 'VALIDATORS_TIMEOUT')
ORDER BY created_at DESC LIMIT 20;

Transaction status distribution

CopySELECT status, COUNT(*) as count
FROM transactions
GROUP BY status ORDER BY count DESC;

Recent transactions

CopySELECT hash, status, from_address, created_at
FROM transactions ORDER BY created_at DESC LIMIT 10;

Transactions with appeals

CopySELECT hash, status, appealed, appeal_undetermined, appeal_failed,
       appeal_leader_timeout, appeal_validators_timeout
FROM transactions WHERE appealed = true
ORDER BY created_at DESC LIMIT 20;

Find triggered transactions (tx chains)

CopySELECT t1.hash as parent, t2.hash as child, t2.status
FROM transactions t1
JOIN transactions t2 ON t2.triggered_by_hash = t1.hash
WHERE t1.hash = '0x...';

Transactions by worker

CopySELECT worker_id, status, COUNT(*)
FROM transactions
WHERE created_at > NOW() - INTERVAL '24 hours'
GROUP BY worker_id, status
ORDER BY worker_id, count DESC;

Check consensus history for a tx

CopySELECT hash, status,
       jsonb_pretty(consensus_history) as history
FROM transactions WHERE hash = '0x...';

Write Operations

CAUTION: Before any UPDATE/DELETE:

1. First SELECT to verify affected rows
2. Ask user for explicit confirmation
3. Prefer dev/stg for testing

Reset stuck transaction

Copy-- Verify first
SELECT hash, status FROM transactions
WHERE hash = '0x...' AND status = 'UNDETERMINED';

-- Then update (after confirmation)
UPDATE transactions SET status = 'PENDING' WHERE hash = '0x...';

Full Schema

Models: backend/database_handler/models.py Migrations: backend/database_handler/migration/versions/ Tx processor: backend/database_handler/transactions_processor.py