Environment_Infrastructure/roadmap/prod-env/03-infra-stack-changes.md
Murat ÖZDEMİR 8780c7c05e docs(db): implement direct cluster access strategy for production
- Updated roadmap (03-infra-stack-changes.md) to deprecate database proxies in prod.
- Detailed direct subnet access via WireGuard for production developers.
- Provided multi-host connection parameters for Patroni and MongoDB Replica Sets in setup guide (08-prod-db-cluster-kurulum.md).
- Added environment comparison table to developer access guide.
2026-05-18 14:25:26 +03:00

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# 03 — docker-stack-infra.yml Changes (Prod)
## Context
### File strategy — overlay approach
Prod-specific service changes are **not written directly** into `docker-stack-infra.yml`; they are kept in a separate overlay file:
| File | Usage |
|------|-------|
| `docker-stack-infra.yml` | Base — works as-is for test |
| `docker-stack-infra.prod.yml` | Prod overlay — additional services and overrides |
```bash
# Test deploy:
docker stack deploy -c docker-stack-infra.yml iklimco
# Prod deploy (Swarm merges both files):
docker stack deploy -c docker-stack-infra.yml -c docker-stack-infra.prod.yml iklimco
```
Docker Swarm merge rule: if the same service name appears in both files, the overlay wins (deploy, environment, etc.); services only present in the overlay are added.
### Prod-specific changes summary
- APISIX: 1 → 3 replicas (overlay override)
- Redis: single-instance → Sentinel cluster — 1 master + 2 replicas + 3 sentinels (overlay adds new services)
- RabbitMQ: 1 → 3-node Erlang cluster (overlay override + env)
- Vault: 1 → 3-node Raft cluster (overlay override) — see `07-vault-raft-plan.md`
- No separate APISIX etcd: Patroni etcd is shared (`/apisix` prefix)
- `init/apisix-core/init.sh`: when `PROFILE=prod`, rate limit `policy:local``policy:redis`
### swag-vl volume — not used in prod, not defined in overlay
Test-env Step 9 adds the `swag-vl` named volume to the base file. In prod, SWAG mounts to the StorageBox via the `${SWAG_CONFIG_DIR}` env var, so this volume is unused by any service. No need to remove it in the overlay — Swarm does not create unused volume definitions, it remains harmless.
No `swag-vl` definition is made in `docker-stack-infra.prod.yml`.
### Monitoring Persistence
Prometheus and Grafana run as single instances, but their storage profiles are different:
- **Prometheus:** keep TSDB on a local Docker volume (`prometheus-vl`). Prometheus local storage should not run on StorageBox/DAVFS because of filesystem semantics and WAL/compaction I/O.
- **Grafana:** keep `/var/lib/grafana` on StorageBox (`/mnt/storagebox/grafana/data`) so dashboards, plugins, and the SQLite database are available if the single active instance is manually moved to another node.
Grafana uses the `GRAFANA_DATA_DIR` env var with a named-volume fallback for test. Prometheus continues to use the named Docker volume. See Step 9 for implementation details.
**Note:** PostgreSQL and MongoDB are not in `docker-stack-infra.yml`. They run in separate stacks on DB nodes (`iklim-db` and `iklim-patroni`). See `08-prod-db-cluster-kurulum.md`.
## Step 1 — Apply all test-env changes first
Follow every step in `test-env/03-infra-stack-changes.md`:
- Add `swag` service
- Add `cert-reloader` service
- Remove published ports for vault, apisix, rabbitmq, prometheus, grafana, apisix-dashboard
- Add `swag-vl` volume
## Step 2 — Vault: 3-node Raft cluster (prod)
Vault starts directly with 3 replicas; the Phase 1 single-instance stage is skipped in prod.
See `07-vault-raft-plan.md` Phase 2 for detailed setup steps.
```yaml
vault:
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
```
## Step 3 — APISIX: 3 replicas + init.sh rate limit update (prod overlay)
Add to `docker-stack-infra.prod.yml`:
```yaml
# docker-stack-infra.prod.yml
services:
apisix:
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
apisix-dashboard:
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
```
APISIX and apisix-dashboard are stateless (config lives in Patroni etcd) — 3 replicas is safe.
Swarm distributes SWAG requests to APISIX replicas via VIP (IPVS round-robin).
### init.sh — rate limit policy:redis (prod)
With `policy:local`, each APISIX instance counts independently → the global limit effectively becomes 3× with 3 replicas.
Switch to `policy:redis` for `PROFILE=prod`.
Keep the following APISIX plugin limits in `init/apisix-core/init.sh` for `test/prod` unless stated otherwise:
| Scope | Plugin | Target limit |
|-------|--------|--------------|
| WebSocket `/ws` | `limit-conn` | `conn: 5` per `remote_addr` |
| Auth routes `/v1/auth/*`, `/v1/users/*` | `limit-count` | `count: 12`, `time_window: 60` per `remote_addr` |
| Global rule | `limit-count` | `count: 60`, `time_window: 60` per `remote_addr` |
Update the rate limit and connection limit blocks in `init/apisix-core/init.sh`.
**1. Define threshold constants at the script header:**
```bash
GLOBAL_LIMIT_COUNT=60
GLOBAL_LIMIT_WINDOW=60
AUTH_LIMIT_COUNT=12
AUTH_LIMIT_WINDOW=60
WS_LIMIT_CONN=5
```
**2. Update WebSocket route plugins (test/prod):**
```bash
if [[ "$PROFILE" != "dev" ]]; then
WS_PLUGINS=',"plugins":{"limit-conn":{"conn":'"$WS_LIMIT_CONN"',"burst":2,"default_conn_delay":0.1,"key":"remote_addr","key_type":"var","rejected_code":429}}'
else
WS_PLUGINS=""
fi
```
**3. Update Auth route plugins (test/prod):**
```bash
if [[ "$PROFILE" != "dev" ]]; then
AUTH_LIMIT=',"plugins":{"limit-count":{"count":'"$AUTH_LIMIT_COUNT"',"time_window":'"$AUTH_LIMIT_WINDOW"',"key_type":"var","key":"remote_addr","rejected_code":429,"policy":"local"}}'
else
AUTH_LIMIT=""
fi
```
**4. Update Global rate limit rule (test/prod):**
```bash
if [[ "$PROFILE" != "dev" ]]; then
if [[ "$PROFILE" == "prod" ]]; then
RATE_POLICY="redis"
RATE_REDIS=',"redis_host":"redis","redis_port":6379,"redis_password":"'"$REDIS_PASSWORD"'"'
else
RATE_POLICY="local"
RATE_REDIS=""
fi
call_api "global rate limit" -X PUT "$APISIX_ADMIN_URL/global_rules/1" \
-H "X-API-KEY: $API_KEY" -H "Content-Type: application/json" \
-d '{"plugins":{"limit-count":{"count":'"$GLOBAL_LIMIT_COUNT"',"time_window":'"$GLOBAL_LIMIT_WINDOW"',"key_type":"var","key":"remote_addr","rejected_code":429,"policy":"'"$RATE_POLICY"'","allow_degradation":true'"$RATE_REDIS"'}}}'
fi
```
> APISIX's `limit-count` plugin does not natively support Redis Sentinel; `policy:redis` works with a single endpoint.
> The `redis` service name stays constant within Swarm overlay DNS. `allow_degradation: true` ensures that if Redis is
> temporarily unreachable (e.g. Sentinel failover ~10-30 s, or master rescheduling), APISIX passes requests through
> instead of returning errors — rate limiting is briefly suspended but API access is unaffected.
> Microservices use Spring Data Redis Sentinel natively and are unaffected by master changes.
> Docker Swarm has no inter-service anti-affinity; the `redis` master placement relies on Swarm's spread strategy
> to avoid co-locating with a replica. This is a known limitation — accepted in favour of operational simplicity.
## Step 4 — etcd: Separate APISIX etcd removed — Patroni etcd shared
The standalone `etcd` service in `docker-stack-infra.yml` is **not used in prod and must be removed**.
APISIX uses the 3-node Patroni etcd cluster running on DB nodes, via the `/apisix` prefix.
### Why consolidated?
- A standalone single-instance etcd was a SPOF for APISIX.
- Patroni etcd is already 3-node HA — APISIX gets a more reliable config store.
- etcd supports prefix-based namespacing; Patroni uses `/service/`, APISIX uses `/apisix/` — no collision.
### APISIX etcd connection configuration
Update the etcd endpoints in the APISIX service in `docker-stack-infra.yml` to point to DB nodes:
```yaml
apisix:
environment:
APISIX_STAND_ALONE: "false"
# via apisix/conf/config.yaml or environment:
# etcd:
# host:
# - "http://iklim-db-01:2379"
# - "http://iklim-db-02:2379"
# - "http://iklim-db-03:2379"
# prefix: "/apisix"
```
The preferred method is mounting `config.yaml` via a Docker config or volume:
```yaml
# config/apisix/config.yaml
etcd:
host:
- "http://iklim-db-01:2379"
- "http://iklim-db-02:2379"
- "http://iklim-db-03:2379"
prefix: "/apisix"
timeout: 30
```
### Firewall requirement
etcd access from app nodes to DB nodes must be open:
```bash
# Each app node → each db node, port 2379
# If inside Hetzner private network it may be open by default;
# verify there are no ufw/firewalld rules blocking it:
nc -zv iklim-db-01 2379
```
> **Note:** Docker Compose overlay files can only add/override services, not remove them. The standalone `etcd` service remains in the base stack and runs as an idle container in prod — APISIX connects to Patroni etcd instead (via config.yaml in the prod overlay). This is harmless; etcd uses negligible resources with no active clients.
## Step 5 — Redis: Sentinel cluster (prod overlay)
Redis runs as a single instance in test. In prod, Sentinel provides HA.
![[redis-sentinel-vs-cluster.png]]
Bitnami images are used — all configuration is done via env vars, no separate `.conf` file needed.
### Prerequisites
```bash
# Create Docker secret for Redis password:
openssl rand -hex 32 | docker secret create redis_password -
```
### Topology
```
any app node: redis (1 replica, spread by Swarm — not pinned)
2 app nodes: redis-replica (2 replicas, max 1/node, spread across app nodes)
all app nodes: redis-sentinel (3 replicas, max 1/node, spread across all app nodes)
```
### docker-stack-infra.prod.yml — Redis services
The existing `redis` service is overridden in the prod overlay as **master**; `redis-replica` and `redis-sentinel` are added as new services. The service name (`redis`) remains unchanged so the APISIX connection config does not need updating.
```yaml
# docker-stack-infra.prod.yml
services:
redis: # override base single-instance redis → master
image: bitnamisecure/redis:latest
environment:
ALLOW_EMPTY_PASSWORD: no
REDIS_PASSWORD: ${REDIS_PASSWORD}
REDIS_REPLICATION_MODE: master
deploy:
mode: replicated
replicas: 1
placement:
constraints:
- node.labels.type == service
restart_policy:
condition: any
delay: 5s
labels:
project: co.iklim
redis-replica:
image: bitnamisecure/redis:latest
environment:
ALLOW_EMPTY_PASSWORD: no
REDIS_REPLICATION_MODE: slave
REDIS_MASTER_HOST: redis
REDIS_MASTER_PORT_NUMBER: "6379"
REDIS_MASTER_PASSWORD: ${REDIS_PASSWORD}
REDIS_PASSWORD: ${REDIS_PASSWORD}
deploy:
mode: replicated
replicas: 2
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
preferences:
- spread: node.hostname
restart_policy:
condition: any
delay: 5s
labels:
project: co.iklim
redis-sentinel:
image: bitnamisecure/redis-sentinel:latest
environment:
REDIS_SENTINEL_MASTER_NAME: prod-master
REDIS_MASTER_HOST: redis
REDIS_MASTER_PORT_NUMBER: "6379"
REDIS_MASTER_PASSWORD: ${REDIS_PASSWORD}
REDIS_SENTINEL_QUORUM: "2"
REDIS_SENTINEL_DOWN_AFTER_MILLISECONDS: "5000"
REDIS_SENTINEL_FAILOVER_TIMEOUT: "10000"
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
preferences:
- spread: node.hostname
restart_policy:
condition: any
delay: 5s
labels:
project: co.iklim
```
### Microservice connection (Spring Data Redis)
Microservices must use a Sentinel-aware connection:
```yaml
# application-prod.yml
spring:
data:
redis:
sentinel:
master: prod-master
nodes:
- redis-sentinel:26379
password: ${REDIS_PASSWORD}
```
### Verification
```bash
# Query master identity:
docker exec $(docker ps -q -f name=iklimco_redis-sentinel | head -1) \
redis-cli -p 26379 SENTINEL get-master-addr-by-name prod-master
```
## Step 6 — RabbitMQ: 3-node Erlang cluster (prod overlay)
RabbitMQ runs as a 3-node cluster with one instance per app node.
### Prerequisites
```bash
# Create Docker secret for Erlang cookie (must be identical on all nodes):
openssl rand -hex 32 | docker secret create rabbitmq_erlang_cookie -
```
### docker-stack-infra.prod.yml — RabbitMQ override
```yaml
# docker-stack-infra.prod.yml (add alongside redis services)
services:
rabbitmq:
image: rabbitmq:3-management
hostname: "rabbitmq-{{.Node.Hostname}}"
environment:
RABBITMQ_ERLANG_COOKIE_FILE: /run/secrets/rabbitmq_erlang_cookie
RABBITMQ_USE_LONGNAME: "true"
RABBITMQ_NODENAME: "rabbit@rabbitmq-{{.Node.Hostname}}"
secrets:
- rabbitmq_erlang_cookie
networks:
iklimco-net:
aliases:
- "rabbitmq-{{.Node.Hostname}}"
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
update_config:
parallelism: 1
order: stop-first
labels:
project: co.iklim
secrets:
rabbitmq_erlang_cookie:
external: true
networks:
iklimco-net:
external: true
```
### Cluster join procedure (first setup)
RabbitMQ nodes do not form a cluster automatically; manual join is required after first start:
```bash
# Find the RabbitMQ container on iklim-app-02:
CTR=$(docker ps -q -f name=iklimco_rabbitmq)
# Stop, join, start:
docker exec "$CTR" rabbitmqctl stop_app
docker exec "$CTR" rabbitmqctl join_cluster rabbit@rabbitmq-iklim-app-01
docker exec "$CTR" rabbitmqctl start_app
# Repeat for iklim-app-03
```
```bash
# Verify cluster status (from any node):
docker exec "$CTR" rabbitmqctl cluster_status
```
> **HA policy:** After the cluster is formed, set quorum queues as the default:
> ```bash
> docker exec "$CTR" rabbitmqctl set_policy ha-all ".*" \
> '{"queue-type":"quorum"}' --apply-to queues
> ```
## Step 7 — RabbitMQ WebSocket Sticky Sessions (Consistent Hash)
RabbitMQ Web STOMP (over WebSocket) requires a persistent connection. In a 3-node RabbitMQ cluster, if an APISIX instance uses the default Swarm VIP for the `rabbitmq` upstream, it may cause unnecessary inter-node traffic or connection drops if the session doesn't persist on the same node.
To optimize this, we implement **Consistent Hashing (chash)** at the APISIX layer based on the client's IP address (`remote_addr`).
### 1. Update APISIX Upstream Configuration (init.sh)
Update the `rabbitmq` upstream definition in `init/apisix-core/init.sh` to target specific cluster nodes instead of the generic service name, enabling the `chash` algorithm for prod.
```bash
# Update upstream rabbitmq block in init.sh
if [[ "$PROFILE" == "prod" ]]; then
# Direct node DNS names to bypass Swarm VIP and allow chash to work effectively
RABBITMQ_NODES='{"rabbitmq-iklim-app-01:15674":1, "rabbitmq-iklim-app-02:15674":1, "rabbitmq-iklim-app-03:15674":1}'
LB_TYPE="chash"
HASH_KEY="remote_addr"
else
RABBITMQ_NODES='{"rabbitmq:15674":1}'
LB_TYPE="roundrobin"
HASH_KEY=""
fi
call_api "upstream rabbitmq" -X PUT "$APISIX_ADMIN_URL/upstreams/rabbitmq-upstream" \
-H "X-API-KEY: $API_KEY" -H "Content-Type: application/json" \
-d '{
"name": "rabbitmq-upstream",
"type": "'"$LB_TYPE"'",
"key": "'"$HASH_KEY"'",
"nodes": '"$RABBITMQ_NODES"',
"timeout": {"connect": 10, "send": 3600, "read": 3600},
"scheme": "http",
'"$HC"'
}'
```
### 2. Enable Real IP Detection in APISIX
Consistent hashing by `remote_addr` requires APISIX to see the actual client IP, not the internal IP of the SWAG (Nginx) proxy.
> **DNS Note:** For `chash` to work with node-specific names, the RabbitMQ service must have network aliases configured for each node (e.g., `rabbitmq-{{.Node.Hostname}}`) as shown in Step 6.
In the `config.yaml` inside the custom APISIX image (`custom-apisix:3.12.0`):
```yaml
nginx_config:
http:
real_ip_header: "X-Real-IP"
set_real_ip_from: "10.0.0.0/8"
```
## Step 8 — Create `docker-stack-infra.prod.yml`
Create this file in the repo root alongside `docker-stack-infra.yml`. It combines all prod-specific overrides from Steps 26:
```yaml
# docker-stack-infra.prod.yml
# Prod overlay — deploy with:
# docker stack deploy -c docker-stack-infra.yml -c docker-stack-infra.prod.yml iklimco
services:
vault:
environment:
VAULT_LOCAL_CONFIG: >-
{"api_addr":"https://vault.iklim.co:8200",
"cluster_addr":"https://{{ .Node.Hostname }}:8201",
"storage":{"raft":{"path":"/vault/file","node_id":"{{ .Node.Hostname }}"}},
"listener":[{"tcp":{"address":"0.0.0.0:8200",
"tls_cert_file":"/vault/certs/STAR.iklim.co.full.crt",
"tls_key_file":"/vault/certs/STAR.iklim.co_key.pem"}}],
"default_lease_ttl":"168h","max_lease_ttl":"720h","ui":true}
volumes:
- /opt/iklimco/vault/data:/vault/file
- ${SWAG_CERT_DIR}:/vault/certs:ro
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
apisix:
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
apisix-dashboard:
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
redis:
image: bitnamisecure/redis:latest
environment:
ALLOW_EMPTY_PASSWORD: no
REDIS_PASSWORD: ${REDIS_PASSWORD}
REDIS_REPLICATION_MODE: master
deploy:
mode: replicated
replicas: 1
placement:
constraints:
- node.labels.type == service
restart_policy:
condition: any
delay: 5s
labels:
project: co.iklim
redis-replica:
image: bitnamisecure/redis:latest
environment:
ALLOW_EMPTY_PASSWORD: no
REDIS_REPLICATION_MODE: slave
REDIS_MASTER_HOST: redis
REDIS_MASTER_PORT_NUMBER: "6379"
REDIS_MASTER_PASSWORD: ${REDIS_PASSWORD}
REDIS_PASSWORD: ${REDIS_PASSWORD}
deploy:
mode: replicated
replicas: 2
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
preferences:
- spread: node.hostname
restart_policy:
condition: any
delay: 5s
labels:
project: co.iklim
redis-sentinel:
image: bitnamisecure/redis-sentinel:latest
environment:
REDIS_SENTINEL_MASTER_NAME: prod-master
REDIS_MASTER_HOST: redis
REDIS_MASTER_PORT_NUMBER: "6379"
REDIS_MASTER_PASSWORD: ${REDIS_PASSWORD}
REDIS_SENTINEL_QUORUM: "2"
REDIS_SENTINEL_DOWN_AFTER_MILLISECONDS: "5000"
REDIS_SENTINEL_FAILOVER_TIMEOUT: "10000"
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
preferences:
- spread: node.hostname
restart_policy:
condition: any
delay: 5s
labels:
project: co.iklim
rabbitmq:
image: rabbitmq:3-management
hostname: "rabbitmq-{{.Node.Hostname}}"
environment:
RABBITMQ_ERLANG_COOKIE_FILE: /run/secrets/rabbitmq_erlang_cookie
RABBITMQ_USE_LONGNAME: "true"
RABBITMQ_NODENAME: "rabbit@rabbitmq-{{.Node.Hostname}}"
secrets:
- rabbitmq_erlang_cookie
networks:
iklimco-net:
aliases:
- "rabbitmq-{{.Node.Hostname}}"
deploy:
mode: replicated
replicas: 3
placement:
max_replicas_per_node: 1
constraints:
- node.labels.type == service
update_config:
parallelism: 1
order: stop-first
labels:
project: co.iklim
secrets:
rabbitmq_erlang_cookie:
external: true
networks:
iklimco-net:
external: true
```
## Step 9 — Monitoring Data Persistence
Prometheus and Grafana run as single instances. Grafana data is placed on the StorageBox shared filesystem for manual failover. Prometheus TSDB stays on a local Docker volume because DAVFS/StorageBox is not suitable for Prometheus WAL and compaction I/O.
**Changes already applied to `docker-stack-infra.yml`:**
```yaml
prometheus:
volumes:
- prometheus-vl:/prometheus
grafana:
volumes:
- ${GRAFANA_DATA_DIR:-grafana-vl}:/var/lib/grafana
```
Test uses the named Docker volume fallback (`grafana-vl`) for Grafana, and Prometheus always uses the named Docker volume (`prometheus-vl`) — no test env change needed.
**Add to `prod/secrets/iklim.co/.env.prod` on storagebox** (already in `env-prod/.env`):
```bash
GRAFANA_DATA_DIR=/mnt/storagebox/grafana/data
```
**Create directories on StorageBox before first prod deploy:**
```bash
mkdir -p /mnt/storagebox/grafana/data
```
> Grafana writes its SQLite database and dashboard JSON to `/var/lib/grafana`.
> Prometheus writes its TSDB to `/prometheus` on the local `prometheus-vl` Docker volume; it is not shared between nodes.
## Step 10 — Verify
```bash
# Base file must be valid on its own (test deploy):
docker stack config -c docker-stack-infra.yml > /dev/null && echo "base OK"
# Prod merge must be valid:
docker stack config -c docker-stack-infra.yml -c docker-stack-infra.prod.yml > /dev/null && echo "prod merge OK"
```
## Step 9 — Database Proxies and Developer Access
In the production environment, the `pg-proxy` and `mongo-proxy` services (socat-based) defined in the base `docker-stack-infra.yml` are **deprecated and will not be used**.
### Rationale
- **Leader Tracking:** Simple L4 proxies (socat) cannot track the Patroni Leader or MongoDB Primary. They point to a single service VIP, which might lead to a Read-Only replica during failover.
- **HA Connection Strings:** Modern DB drivers (JDBC, libpq, MongoClient) support multi-host connection strings, which provide native failover and load balancing without an intermediate proxy.
### Developer Access Strategy
- **Direct Subnet Access:** Developers connect via WireGuard directly to the DB subnet (`10.20.20.0/24`).
- **No Translation:** Instead of mapping ports like `15432`, the standard ports (`5432`, `27017`) are used across all cluster nodes.
## Placement and Replica Summary — prod
| Service | File | Replicas | Placement | HA Note |
|---------|------|----------|-----------|---------|
| swag | base | 1 | `node.hostname == iklim-app-01` | No clustering support; Floating IP pinned to node |
| cert-reloader | base | 1 | `node.hostname == iklim-app-01` | Cron-style task; duplicate would be problematic |
| vault | prod overlay | 3 | `node.labels.type == service`; max 1/node | Raft cluster — see `07-vault-raft-plan.md` |
| apisix | prod overlay | 3 | `node.labels.type == service`; max 1/node | Stateless; config in Patroni etcd; rate limit policy:redis |
| apisix-dashboard | prod overlay | 3 | `node.labels.type == service`; max 1/node | Stateless; reads from etcd |
| redis (master) | prod overlay | 1 | `node.labels.type == service`; Swarm spread | Sentinel cluster master; not pinned — reschedules on node failure |
| redis-replica | prod overlay | 2 | `node.labels.type == service`; max 1/node | Sentinel replica; spread:hostname |
| redis-sentinel | prod overlay | 3 | `node.labels.type == service`; max 1/node | Quorum=2; failover automatic |
| rabbitmq | prod overlay | 3 | `node.labels.type == service`; max 1/node | Erlang cluster; quorum queues |
| etcd | base | 1 | `node.labels.type == service` | Idle in prod — APISIX uses Patroni etcd; standalone service remains in base stack |
| prometheus | base | 1 | `node.labels.type == service` | No native HA; Thanos is overkill at this scale |
| grafana | base | 1 | `node.labels.type == service` | Not critical |
> PostgreSQL and MongoDB run in separate DB stacks on `iklim-db-*` nodes. See `08-prod-db-cluster-kurulum.md`.
> etcd: 3-node cluster on DB nodes — APISIX shares it via `/apisix` prefix.