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variable " tls_secret_name " {
type = string
sensitive = true
}
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variable " nfs_server " { type = string }
variable " postgresql_host " { type = string }
variable " redis_host " { type = string }
variable " ollama_host " { type = string }
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variable " dbaas_postgresql_root_password " {
type = string
sensitive = true
}
variable " trading_bot_db_password " {
type = string
sensitive = true
}
variable " trading_bot_alpaca_api_key " {
type = string
sensitive = true
}
variable " trading_bot_alpaca_secret_key " {
type = string
sensitive = true
}
variable " trading_bot_jwt_secret " {
type = string
sensitive = true
}
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variable " trading_bot_reddit_client_id " { type = string }
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variable " trading_bot_reddit_client_secret " {
type = string
sensitive = true
}
variable " trading_bot_alpha_vantage_api_key " {
type = string
sensitive = true
}
variable " trading_bot_fmp_api_key " {
type = string
sensitive = true
}
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locals {
common_env = {
TRADING_DATABASE_URL = " postgresql+asyncpg://trading: ${ var . trading_bot_db_password } @ ${ var . postgresql_host } :5432/trading "
TRADING_REDIS_URL = " redis:// ${ var . redis_host } :6379/4 "
TRADING_LOG_LEVEL = " INFO "
TRADING_ALPACA_API_KEY = var . trading_bot_alpaca_api_key
TRADING_ALPACA_SECRET_KEY = var . trading_bot_alpaca_secret_key
TRADING_ALPACA_BASE_URL = " https://paper-api.alpaca.markets "
TRADING_PAPER_TRADING = " true "
TRADING_JWT_SECRET_KEY = var . trading_bot_jwt_secret
TRADING_REDDIT_CLIENT_ID = var . trading_bot_reddit_client_id
TRADING_REDDIT_CLIENT_SECRET = var . trading_bot_reddit_client_secret
TRADING_REDDIT_USER_AGENT = " trading-bot/0.1 "
TRADING_OLLAMA_HOST = " http:// ${ var . ollama_host } :11434 "
TRADING_OLLAMA_MODEL = " gemma3 "
TRADING_WATCHLIST = " [ \ " AAPL \ " , \ " TSLA \ " , \ " NVDA \ " , \ " MSFT \ " , \ " GOOGL \ " ] "
TRADING_BAR_TIMEFRAME = " 5Min "
TRADING_POLL_INTERVAL_SECONDS = " 60 "
TRADING_HISTORICAL_BARS = " 100 "
TRADING_SNAPSHOT_INTERVAL_SECONDS = " 60 "
TRADING_ALPHA_VANTAGE_API_KEY = var . trading_bot_alpha_vantage_api_key
TRADING_FMP_API_KEY = var . trading_bot_fmp_api_key
TRADING_FUNDAMENTALS_CACHE_TTL_HOURS = " 24 "
TRADING_RP_ID = " trading.viktorbarzin.me "
TRADING_RP_NAME = " Trading Bot "
TRADING_RP_ORIGIN = " https://trading.viktorbarzin.me "
TRADING_CORS_ORIGINS = " [ \ " https : //trading.viktorbarzin.me\"]"
}
}
resource " kubernetes_namespace " " trading-bot " {
metadata {
name = " trading-bot "
labels = {
[ci skip] right-size all pod resources based on VPA + live metrics audit
Full cluster resource audit: cross-referenced Goldilocks VPA recommendations,
live kubectl top metrics, and Terraform definitions for 100+ containers.
Critical fixes:
- dashy: CPU throttled at 98% (490m/500m) → 2 CPU limit
- stirling-pdf: CPU throttled at 99.7% (299m/300m) → 2 CPU limit
- traefik auth-proxy/bot-block-proxy: mem limit 32Mi → 128Mi
Added explicit resources to ~40 containers that had none:
- audiobookshelf, changedetection, cyberchef, dawarich, diun, echo,
excalidraw, freshrss, hackmd, isponsorblocktv, linkwarden, n8n,
navidrome, ntfy, owntracks, privatebin, send, shadowsocks, tandoor,
tor-proxy, wealthfolio, networking-toolbox, rybbit, mailserver,
cloudflared, pgadmin, phpmyadmin, crowdsec-web, xray, wireguard,
k8s-portal, tuya-bridge, ollama-ui, whisper, piper, immich-server,
immich-postgresql, osrm-foot
GPU containers: added CPU/mem alongside GPU limits:
- ollama: removed CPU/mem limits (models vary in size), keep GPU only
- frigate: req 500m/2Gi, lim 4/8Gi + GPU
- immich-ml: req 100m/1Gi, lim 2/4Gi + GPU
Right-sized ~25 over-provisioned containers:
- kms-web-page: 500m/512Mi → 50m/64Mi (was using 0m/10Mi)
- onlyoffice: CPU 8 → 2 (VPA upper 45m)
- realestate-crawler-api: CPU 2000m → 250m
- blog/travel-blog/webhook-handler: 500m → 100m
- coturn/health/plotting-book: reduced to match actual usage
Conservative methodology: limits = max(VPA upper * 2, live usage * 2)
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tier = local . tiers . edge
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}
}
}
module " tls_secret " {
source = " ../../modules/kubernetes/setup_tls_secret "
namespace = kubernetes_namespace . trading - bot . metadata [ 0 ] . name
tls_secret_name = var . tls_secret_name
}
# Database init job - creates the trading database and user in PostgreSQL
resource " kubernetes_job " " db_init " {
metadata {
name = " trading-bot-db-init "
namespace = kubernetes_namespace . trading - bot . metadata [ 0 ] . name
}
spec {
template {
metadata { }
spec {
container {
name = " db-init "
image = " postgres:16-alpine "
command = [
" sh " , " -c " ,
< < - EOT
set - e
# Create role if not exists
PGPASSWORD =' $ { var . dbaas_postgresql_root_password } ' psql - h $ { var . postgresql_host } - U root - tc " SELECT 1 FROM pg_roles WHERE rolname='trading' " | grep - q 1 | | \
PGPASSWORD =' $ { var . dbaas_postgresql_root_password } ' psql - h $ { var . postgresql_host } - U root - c " CREATE ROLE trading WITH LOGIN PASSWORD ' ${ var . trading_bot_db_password } ' "
# Create database if not exists
PGPASSWORD =' $ { var . dbaas_postgresql_root_password } ' psql - h $ { var . postgresql_host } - U root - tc " SELECT 1 FROM pg_database WHERE datname='trading' " | grep - q 1 | | \
PGPASSWORD =' $ { var . dbaas_postgresql_root_password } ' psql - h $ { var . postgresql_host } - U root - c " CREATE DATABASE trading OWNER trading "
# Grant privileges
PGPASSWORD =' $ { var . dbaas_postgresql_root_password } ' psql - h $ { var . postgresql_host } - U root - c " GRANT ALL PRIVILEGES ON DATABASE trading TO trading "
# Try to enable timescaledb (allow failure)
PGPASSWORD =' $ { var . dbaas_postgresql_root_password } ' psql - h $ { var . postgresql_host } - U root - d trading - c " CREATE EXTENSION IF NOT EXISTS timescaledb CASCADE " | | true
echo " Database init complete "
EOT
]
}
restart_policy = " Never "
}
}
backoff_limit = 3
}
wait_for_completion = true
timeouts {
create = " 2m "
}
}
# Migrations job - runs alembic migrations
resource " kubernetes_job " " migrations " {
metadata {
name = " trading-bot-migrations "
namespace = kubernetes_namespace . trading - bot . metadata [ 0 ] . name
}
spec {
template {
metadata { }
spec {
container {
name = " migrations "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " alembic " , " upgrade " , " head " ]
env {
name = " TRADING_DATABASE_URL "
value = " postgresql+asyncpg://trading: ${ var . trading_bot_db_password } @ ${ var . postgresql_host } :5432/trading "
}
env {
name = " TRADING_REDIS_URL "
value = " redis:// ${ var . redis_host } :6379/4 "
}
}
restart_policy = " Never "
}
}
backoff_limit = 3
}
wait_for_completion = true
timeouts {
create = " 5m "
}
depends_on = [ kubernetes_job . db_init ]
}
# Frontend deployment - dashboard + api-gateway
resource " kubernetes_deployment " " trading-bot-frontend " {
metadata {
name = " trading-bot-frontend "
namespace = kubernetes_namespace . trading - bot . metadata [ 0 ] . name
labels = {
app = " trading-bot-frontend "
tier = local . tiers . edge
}
}
spec {
replicas = 1
strategy {
type = " RollingUpdate "
rolling_update {
max_unavailable = 0
max_surge = 1
}
}
selector {
match_labels = {
app = " trading-bot-frontend "
}
}
template {
metadata {
labels = {
app = " trading-bot-frontend "
}
}
spec {
container {
name = " dashboard "
image = " viktorbarzin/trading-bot-dashboard:latest "
image_pull_policy = " Always "
port {
container_port = 80
protocol = " TCP "
}
resources {
requests = {
cpu = " 10m "
memory = " 32Mi "
}
limits = {
cpu = " 200m "
memory = " 128Mi "
}
}
}
container {
name = " api-gateway "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " services.api_gateway.main " ]
port {
container_port = 8000
protocol = " TCP "
}
dynamic " env " {
for_each = local . common_env
content {
name = env . key
value = env . value
}
}
resources {
requests = {
cpu = " 50m "
memory = " 128Mi "
}
limits = {
cpu = " 1000m "
memory = " 512Mi "
}
}
}
}
}
}
lifecycle {
ignore_changes = [
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 0 ] . image ,
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 1 ] . image ,
]
}
depends_on = [ kubernetes_job . migrations ]
}
# Workers deployment - all background microservices
resource " kubernetes_deployment " " trading-bot-workers " {
metadata {
name = " trading-bot-workers "
namespace = kubernetes_namespace . trading - bot . metadata [ 0 ] . name
labels = {
app = " trading-bot-workers "
tier = local . tiers . edge
}
}
spec {
replicas = 1
strategy {
type = " Recreate "
}
selector {
match_labels = {
app = " trading-bot-workers "
}
}
template {
metadata {
labels = {
app = " trading-bot-workers "
}
}
spec {
container {
name = " news-fetcher "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " services.news_fetcher.main " ]
dynamic " env " {
for_each = local . common_env
content {
name = env . key
value = env . value
}
}
[ci skip] Phase 1: PostgreSQL migrated to CNPG on local disk
Major milestone - shared PostgreSQL moved from NFS to CloudNativePG:
- CNPG cluster (pg-cluster) running in dbaas namespace on local-path storage
- PostGIS image (ghcr.io/cloudnative-pg/postgis:16) for dawarich compatibility
- All 20 databases and 19 roles restored from pg_dumpall backup
- postgresql.dbaas Service patched to point at CNPG primary
- Old PG deployment scaled to 0 (NFS data intact for rollback)
- All 12+ dependent services verified running:
authentik, n8n, dawarich, tandoor, linkwarden, netbox, woodpecker,
rybbit, affine, health, resume, trading-bot, atuin
- Authentik PgBouncer working through the switched endpoint
TODO: codify CNPG cluster in Terraform, add 2nd replica, update backup CronJob
2026-02-28 19:08:06 +00:00
env {
name = " TRADING_OTEL_METRICS_PORT "
value = " 9091 "
}
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resources {
requests = {
cpu = " 10m "
memory = " 64Mi "
}
limits = {
cpu = " 500m "
memory = " 256Mi "
}
}
}
container {
name = " sentiment-analyzer "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " services.sentiment_analyzer.main " ]
dynamic " env " {
for_each = local . common_env
content {
name = env . key
value = env . value
}
}
[ci skip] Phase 1: PostgreSQL migrated to CNPG on local disk
Major milestone - shared PostgreSQL moved from NFS to CloudNativePG:
- CNPG cluster (pg-cluster) running in dbaas namespace on local-path storage
- PostGIS image (ghcr.io/cloudnative-pg/postgis:16) for dawarich compatibility
- All 20 databases and 19 roles restored from pg_dumpall backup
- postgresql.dbaas Service patched to point at CNPG primary
- Old PG deployment scaled to 0 (NFS data intact for rollback)
- All 12+ dependent services verified running:
authentik, n8n, dawarich, tandoor, linkwarden, netbox, woodpecker,
rybbit, affine, health, resume, trading-bot, atuin
- Authentik PgBouncer working through the switched endpoint
TODO: codify CNPG cluster in Terraform, add 2nd replica, update backup CronJob
2026-02-28 19:08:06 +00:00
env {
name = " TRADING_OTEL_METRICS_PORT "
value = " 9092 "
}
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resources {
requests = {
cpu = " 100m "
memory = " 512Mi "
}
limits = {
cpu = " 2000m "
memory = " 2Gi "
}
}
}
container {
name = " signal-generator "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " services.signal_generator.main " ]
dynamic " env " {
for_each = local . common_env
content {
name = env . key
value = env . value
}
}
[ci skip] Phase 1: PostgreSQL migrated to CNPG on local disk
Major milestone - shared PostgreSQL moved from NFS to CloudNativePG:
- CNPG cluster (pg-cluster) running in dbaas namespace on local-path storage
- PostGIS image (ghcr.io/cloudnative-pg/postgis:16) for dawarich compatibility
- All 20 databases and 19 roles restored from pg_dumpall backup
- postgresql.dbaas Service patched to point at CNPG primary
- Old PG deployment scaled to 0 (NFS data intact for rollback)
- All 12+ dependent services verified running:
authentik, n8n, dawarich, tandoor, linkwarden, netbox, woodpecker,
rybbit, affine, health, resume, trading-bot, atuin
- Authentik PgBouncer working through the switched endpoint
TODO: codify CNPG cluster in Terraform, add 2nd replica, update backup CronJob
2026-02-28 19:08:06 +00:00
env {
name = " TRADING_OTEL_METRICS_PORT "
value = " 9093 "
}
2026-02-23 22:29:59 +00:00
resources {
requests = {
cpu = " 10m "
memory = " 64Mi "
}
limits = {
cpu = " 500m "
memory = " 256Mi "
}
}
}
container {
name = " trade-executor "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " services.trade_executor.main " ]
dynamic " env " {
for_each = local . common_env
content {
name = env . key
value = env . value
}
}
[ci skip] Phase 1: PostgreSQL migrated to CNPG on local disk
Major milestone - shared PostgreSQL moved from NFS to CloudNativePG:
- CNPG cluster (pg-cluster) running in dbaas namespace on local-path storage
- PostGIS image (ghcr.io/cloudnative-pg/postgis:16) for dawarich compatibility
- All 20 databases and 19 roles restored from pg_dumpall backup
- postgresql.dbaas Service patched to point at CNPG primary
- Old PG deployment scaled to 0 (NFS data intact for rollback)
- All 12+ dependent services verified running:
authentik, n8n, dawarich, tandoor, linkwarden, netbox, woodpecker,
rybbit, affine, health, resume, trading-bot, atuin
- Authentik PgBouncer working through the switched endpoint
TODO: codify CNPG cluster in Terraform, add 2nd replica, update backup CronJob
2026-02-28 19:08:06 +00:00
env {
name = " TRADING_OTEL_METRICS_PORT "
value = " 9094 "
}
2026-02-23 22:29:59 +00:00
resources {
requests = {
cpu = " 10m "
memory = " 64Mi "
}
limits = {
cpu = " 500m "
memory = " 256Mi "
}
}
}
container {
name = " learning-engine "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " services.learning_engine.main " ]
dynamic " env " {
for_each = local . common_env
content {
name = env . key
value = env . value
}
}
[ci skip] Phase 1: PostgreSQL migrated to CNPG on local disk
Major milestone - shared PostgreSQL moved from NFS to CloudNativePG:
- CNPG cluster (pg-cluster) running in dbaas namespace on local-path storage
- PostGIS image (ghcr.io/cloudnative-pg/postgis:16) for dawarich compatibility
- All 20 databases and 19 roles restored from pg_dumpall backup
- postgresql.dbaas Service patched to point at CNPG primary
- Old PG deployment scaled to 0 (NFS data intact for rollback)
- All 12+ dependent services verified running:
authentik, n8n, dawarich, tandoor, linkwarden, netbox, woodpecker,
rybbit, affine, health, resume, trading-bot, atuin
- Authentik PgBouncer working through the switched endpoint
TODO: codify CNPG cluster in Terraform, add 2nd replica, update backup CronJob
2026-02-28 19:08:06 +00:00
env {
name = " TRADING_OTEL_METRICS_PORT "
value = " 9095 "
}
2026-02-23 22:29:59 +00:00
resources {
requests = {
cpu = " 10m "
memory = " 64Mi "
}
limits = {
cpu = " 500m "
memory = " 256Mi "
}
}
}
container {
name = " market-data "
image = " viktorbarzin/trading-bot-service:latest "
image_pull_policy = " Always "
command = [ " python " , " -m " , " services.market_data.main " ]
dynamic " env " {
for_each = local . common_env
content {
name = env . key
value = env . value
}
}
[ci skip] Phase 1: PostgreSQL migrated to CNPG on local disk
Major milestone - shared PostgreSQL moved from NFS to CloudNativePG:
- CNPG cluster (pg-cluster) running in dbaas namespace on local-path storage
- PostGIS image (ghcr.io/cloudnative-pg/postgis:16) for dawarich compatibility
- All 20 databases and 19 roles restored from pg_dumpall backup
- postgresql.dbaas Service patched to point at CNPG primary
- Old PG deployment scaled to 0 (NFS data intact for rollback)
- All 12+ dependent services verified running:
authentik, n8n, dawarich, tandoor, linkwarden, netbox, woodpecker,
rybbit, affine, health, resume, trading-bot, atuin
- Authentik PgBouncer working through the switched endpoint
TODO: codify CNPG cluster in Terraform, add 2nd replica, update backup CronJob
2026-02-28 19:08:06 +00:00
env {
name = " TRADING_OTEL_METRICS_PORT "
value = " 9096 "
}
2026-02-23 22:29:59 +00:00
resources {
requests = {
cpu = " 10m "
memory = " 64Mi "
}
limits = {
cpu = " 500m "
memory = " 256Mi "
}
}
}
}
}
}
lifecycle {
ignore_changes = [
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 0 ] . image ,
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 1 ] . image ,
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 2 ] . image ,
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 3 ] . image ,
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 4 ] . image ,
spec [ 0 ] . template [ 0 ] . spec [ 0 ] . container [ 5 ] . image ,
]
}
depends_on = [ kubernetes_job . migrations ]
}
resource " kubernetes_service " " trading-bot-frontend " {
metadata {
name = " trading-bot-frontend "
namespace = kubernetes_namespace . trading - bot . metadata [ 0 ] . name
labels = {
app = " trading-bot-frontend "
}
}
spec {
selector = {
app = " trading-bot-frontend "
}
port {
port = 80
target_port = 80
}
}
}
module " ingress " {
source = " ../../modules/kubernetes/ingress_factory "
namespace = kubernetes_namespace . trading - bot . metadata [ 0 ] . name
name = " trading "
service_name = " trading-bot-frontend "
tls_secret_name = var . tls_secret_name
protected = true
2026-03-07 16:41:36 +00:00
extra_annotations = {
" gethomepage.dev/enabled " = " true "
" gethomepage.dev/name " = " Trading Bot "
" gethomepage.dev/description " = " Automated trading "
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" gethomepage.dev/icon " = " mdi-chart-line "
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" gethomepage.dev/group " = " Finance & Personal "
" gethomepage.dev/pod-selector " = " "
}
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}