Use when working with Materialize — materialize streaming database management — monitor clusters, sources, sinks, materialized views, indexes, and dataflow health. Use when debugging ingestion lag, inspecting view dependencies, auditing cluster utilization, or reviewing error logs.
Scanned 9/8/2026
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---
name: managing-materialize
description: |
Use when working with Materialize — materialize streaming database management
— monitor clusters, sources, sinks, materialized views, indexes, and dataflow
health. Use when debugging ingestion lag, inspecting view dependencies,
auditing cluster utilization, or reviewing error logs.
connection_type: materialize
preload: false
---
# Managing Materialize
Manage and monitor Materialize streaming database — clusters, sources, sinks, materialized views, and dataflow health.
## Discovery Phase
```bash
#!/bin/bash
mz_cmd() {
psql "$MATERIALIZE_URL" --no-psqlrc -t -A -F $'\t' -c "$1" 2>/dev/null
}
echo "=== Clusters ==="
mz_cmd "SELECT id, name, managed, size, replication_factor
FROM mz_clusters
ORDER BY name
LIMIT 10;" | column -t
echo ""
echo "=== Sources ==="
mz_cmd "SELECT id, name, type, size, cluster_id
FROM mz_sources
WHERE id LIKE 'u%'
ORDER BY name
LIMIT 15;" | column -t
echo ""
echo "=== Materialized Views ==="
mz_cmd "SELECT id, name, cluster_id
FROM mz_materialized_views
WHERE id LIKE 'u%'
ORDER BY name
LIMIT 15;" | column -t
echo ""
echo "=== Sinks ==="
mz_cmd "SELECT id, name, type, cluster_id
FROM mz_sinks
WHERE id LIKE 'u%'
ORDER BY name
LIMIT 10;" | column -t
echo ""
echo "=== Schemas ==="
mz_cmd "SELECT s.name AS schema, d.name AS database
FROM mz_schemas s JOIN mz_databases d ON s.database_id = d.id
ORDER BY d.name, s.name
LIMIT 15;" | column -t
```
## Analysis Phase
```bash
#!/bin/bash
mz_cmd() {
psql "$MATERIALIZE_URL" --no-psqlrc -t -A -F $'\t' -c "$1" 2>/dev/null
}
echo "=== Source Ingestion Status ==="
mz_cmd "SELECT s.name, ss.status, ss.error, ss.updated_at
FROM mz_source_statuses ss
JOIN mz_sources s ON ss.id = s.id
ORDER BY ss.updated_at DESC
LIMIT 10;" | column -t
echo ""
echo "=== Sink Status ==="
mz_cmd "SELECT s.name, ss.status, ss.error, ss.updated_at
FROM mz_sink_statuses ss
JOIN mz_sinks s ON ss.id = s.id
ORDER BY ss.updated_at DESC
LIMIT 10;" | column -t
echo ""
echo "=== Cluster Replica Status ==="
mz_cmd "SELECT c.name AS cluster, cr.name AS replica, crs.status, crs.updated_at
FROM mz_cluster_replica_statuses crs
JOIN mz_cluster_replicas cr ON crs.replica_id = cr.id
JOIN mz_clusters c ON cr.cluster_id = c.id
LIMIT 10;" | column -t
echo ""
echo "=== Materialized View Freshness ==="
mz_cmd "SELECT mv.name,
EXTRACT(EPOCH FROM mz_now() - write_frontier)::int AS lag_seconds
FROM mz_materialized_views mv
JOIN mz_frontiers f ON mv.id = f.object_id
WHERE mv.id LIKE 'u%'
ORDER BY lag_seconds DESC
LIMIT 10;" | column -t
echo ""
echo "=== Recent Errors ==="
mz_cmd "SELECT source_name, error, count, last_occurred
FROM mz_source_status_history
WHERE error IS NOT NULL
ORDER BY last_occurred DESC
LIMIT 10;" | column -t
```
## Output Format
```
CLUSTERS
ID Name Managed Size Replication
<id> <cluster> true <size> <n>
SOURCES
ID Name Type Size Cluster
<id> <source> <type> <size> <cluster-id>
SOURCE STATUS
Name Status Error Updated
<source> running <null> <timestamp>
MV FRESHNESS
Name Lag (seconds)
<mv-name> <n>
CLUSTER REPLICAS
Cluster Replica Status Updated
<cluster> <replica> ready <timestamp>
```
## Anti-Hallucination Rules
1. **NEVER assume resource names** — always discover via CLI/API in Phase 1 before referencing in Phase 2.
2. **NEVER fabricate metric names or dimensions** — verify against the service documentation or `--help` output.
3. **NEVER mix CLI commands between service versions** — confirm which version/API you are targeting.
4. **ALWAYS use the discovery → verify → analyze chain** — every resource referenced must have been discovered first.
5. **ALWAYS handle empty results gracefully** — an empty response is valid data, not an error to retry.
## Counter-Rationalizations
| Shortcut | Counter | Why |
|----------|---------|-----|
| "I'll skip discovery and check known resources" | Always run Phase 1 discovery first | Resource names change, new resources appear — assumed names cause errors |
| "The user only asked for a quick check" | Follow the full discovery → analysis flow | Quick checks miss critical issues; structured analysis catches silent failures |
| "Default configuration is probably fine" | Audit configuration explicitly | Defaults often leave logging, security, and optimization features disabled |
| "Metrics aren't needed for this" | Always check relevant metrics when available | API/CLI responses show current state; metrics reveal trends and intermittent issues |
| "I don't have access to that" | Try the command and report the actual error | Assumed permission failures prevent useful investigation; actual errors are informative |
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