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Author SHA1 Message Date
DongHyeonkaandClaude Opus 5 e62bbb4df0 docs: B-0 — deploy the BFF and read what autoconfiguration actually chose
The authorized client repository is AuthenticatedPrincipalOAuth2AuthorizedClientRepository, keyed by principal with no session id in it, which is the mechanism behind the sharing problem Q1 and Q3 describe. Sharing a store does not fix a lookup key.

Five problems on the way in: only build output was committed under bff/, a duplicate YAML key broke the image build and was invisible until the full log was captured, env placeholders without defaults broke the tests, actuator was behind the login redirect so a 200 was the login page, and the 117KB beans response failed through the proxy.

Deploying two replicas made the login itself fail before any experiment started, because the authorization request lives in per-instance memory and the callback lands elsewhere.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-04 13:48:33 +09:00
DongHyeonkaandClaude Opus 5 8f6d67df35 docs: A-7 — three results invert when persistent sessions are turned off
Disabling persistent-user-sessions moves the session from PostgreSQL into the cluster, and the A-1 and A-8 outcomes flip to 400 Session not active while a new login during database loss starts working. The control group in each case still returns 200, so the injections cut only what they were meant to cut.

This is the pair that makes the A layer legible: the conventional wisdom that sessions ride TCP 7800 is correct for Keycloak 24 and earlier, and the mistake is applying it to 26 without checking the version.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-04 13:33:33 +09:00
DongHyeonkaandClaude Opus 5 114d21aebe docs: A-8 — a rolling restart keeps every session and drops only the cache
Nine samples through the restart all returned 200, the refresh token issued beforehand still works, and the session count is unchanged at 151 while both caches reset to zero. The updated last_session_refresh proves the write path recovered too, not just the response code.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-04 13:20:56 +09:00
DongHyeonkaandClaude Opus 5 dba0c3975c docs: A-6 — 200ms of network delay becomes 22 seconds of user latency
Nine database round trips per login multiply the injected delay to 1.9 seconds, and connection pool queueing multiplies it again under twenty concurrent requests. The readiness probe joins the same queue and times out, so the node leaves the load balancer and pushes its load onto the one still standing.

Two injections missed first: the guest interface is enp1s0 rather than eth0, and a filter on it can never match a pod IP because flannel has already encapsulated the packet. The delay has to go on flannel.1, before encapsulation.

The predicted rise in optimistic lock conflicts did not happen, because logins insert new rows rather than contending for one. That belongs to B-3.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-04 13:18:10 +09:00
58 changed files with 2694 additions and 0 deletions
@@ -22,3 +22,29 @@
[ 1661576ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1665269ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1682669ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1689435ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1704385ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1706314ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1724551ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1743701ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
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[ 1769299ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1789478ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1795415ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1815382ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1820392ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1822445ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1839035ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1840162ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1847739ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1861419ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1880381ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1893315ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1911434ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1922701ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1933868ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: HTTP Authentication failed; no valid credentials available @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1944951ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1948001ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1952503ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1953320ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1955369ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
@@ -0,0 +1,20 @@
[ 585ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1132ms] [WARNING] <meta name="apple-mobile-web-app-capable" content="yes"> is deprecated. Please include <meta name="mobile-web-app-capable" content="yes"> @ https://app2.hyeonworks.com/explore?schemaVersion=1&panes=%7B%22o68%22%3A%7B%22datasource%22%3A%22PBFA97CFB590B2093%22%2C%22queries%22%3A%5B%7B%22refId%22%3A%22A%22%2C%22expr%22%3A%22agroal_blocking_time_max_milliseconds%22%2C%22range%22%3Atrue%2C%22instant%22%3Afalse%2C%22editorMode%22%3A%22code%22%2C%22legendFormat%22%3A%22blocking+max+-+%7B%7Bpod%7D%7D%22%2C%22datasource%22%3A%7B%22type%22%3A%22prometheus%22%2C%22uid%22%3A%22PBFA97CFB590B2093%22%7D%7D%5D%2C%22range%22%3A%7B%22from%22%3A%22now-30m%22%2C%22to%22%3A%22now%22%7D%7D%7D&orgId=1:0
[ 1555ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 3604ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 6373ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 9135ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 19066ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 24595ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 47125ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 52154ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 67608ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 86965ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 108668ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 129158ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 137544ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 152699ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 159898ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 173491ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 187925ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 197824ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
@@ -0,0 +1,143 @@
[ 635ms] [WARNING] <meta name="apple-mobile-web-app-capable" content="yes"> is deprecated. Please include <meta name="mobile-web-app-capable" content="yes"> @ https://app2.hyeonworks.com/explore?schemaVersion=1&orgId=1&panes=%7B%22a%22%3A%7B%22datasource%22%3A%22PBFA97CFB590B2093%22%2C%22queries%22%3A%5B%7B%22refId%22%3A%22A%22%2C%22expr%22%3A%22vendor_statistics_approximate_entries_unique%7Bcache%3D%5C%22sessions%5C%22%7D%22%2C%22range%22%3Atrue%2C%22instant%22%3Afalse%2C%22editorMode%22%3A%22code%22%2C%22legendFormat%22%3A%22%7B%7Bpod%7D%7D%22%2C%22datasource%22%3A%7B%22type%22%3A%22prometheus%22%2C%22uid%22%3A%22PBFA97CFB590B2093%22%7D%7D%2C%7B%22refId%22%3A%22B%22%2C%22expr%22%3A%22vendor_cluster_size%22%2C%22range%22%3Atrue%2C%22instant%22%3Afalse%2C%22editorMode%22%3A%22code%22%2C%22legendFormat%22%3A%22cluster_size%20%7B%7Bpod%7D%7D%22%2C%22datasource%22%3A%7B%22type%22%3A%22prometheus%22%2C%22uid%22%3A%22PBFA97CFB590B2093%22%7D%7D%5D%2C%22range%22%3A%7B%22from%22%3A%22now-15m%22%2C%22to%22%3A%22now%22%7D%7D%7D:0
[ 686ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1451ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 3030ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 4308ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 5296ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 7691ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 18337ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 20184ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 32473ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 50697ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 65961ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 85590ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 99644ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 115524ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 130773ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 134354ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 142549ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 151361ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 155246ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 165901ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 169379ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 180952ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 190372ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 193657ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 205737ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 220582ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 225496ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 240339ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 244029ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 264211ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 273424ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 284893ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 292571ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 305778ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 306804ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 324378ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 335169ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 337968ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 352967ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 364258ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 379409ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 399590ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 403681ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 406340ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 421033ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 428667ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 429483ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 437573ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 442286ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 445865ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 456312ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 464043ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 480382ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 491438ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 494608ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 508231ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 528305ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 529632ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 538033ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 550079ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 566347ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 586157ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 603877ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 615779ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 624657ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 629879ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 637255ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 643298ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 650047ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 668080ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 669816ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 675422ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 677001ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 686611ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 692655ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 713114ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 723787ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 730443ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 751427ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 757583ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 776007ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 792298ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 803509ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 822917ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 827374ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 847278ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 867460ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 875338ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 886296ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 900938ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 912511ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 917067ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 924405ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 930435ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 942211ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 953146ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 957153ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 969140ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 984088ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1003544ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1014908ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1020851ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1034668ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1040406ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1056887ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1062828ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1073375ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1085052ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1102031ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1110039ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1129341ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1132300ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1133670ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1142705ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1160906ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1172400ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1190482ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1196673ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1213666ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1225136ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1228310ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1242751ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1243874ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1256126ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1274444ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1288526ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1307058ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1320986ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1325134ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1335974ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1344832ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1354780ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1364165ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1383346ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1399019ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1400207ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1413875ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1423809ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1427502ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1430773ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1436408ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
[ 1447464ms] [ERROR] WebSocket connection to 'wss://app2.hyeonworks.com/api/live/ws' failed: Error during WebSocket handshake: Unexpected response code: 400 @ https://app2.hyeonworks.com/public/build/1518.a3f1f690c084a37f01c7.js:362
@@ -0,0 +1 @@
[ 207ms] [ERROR] Failed to load resource: the server responded with a status of 404 () @ https://app1.hyeonworks.com/favicon.ico:0
@@ -0,0 +1,145 @@
- generic [active] [ref=f15e1]:
- generic [ref=f15e4]:
- link "Skip to main content" [ref=f15e5] [cursor=pointer]:
- /url: "#pageContent"
- banner [ref=f15e7]:
- generic [ref=f15e8]:
- link [ref=f15e10] [cursor=pointer]:
- /url: /
- img "Grafana" [ref=f15e11]
- generic [ref=f15e14]:
- button "Search or jump to..." [ref=f15e18] [cursor=pointer]
- generic [ref=f15e19]: ctrl+k
- generic [ref=f15e23]:
- button "New" [ref=f15e24] [cursor=pointer]
- button "Help" [ref=f15e30] [cursor=pointer]
- button "News" [ref=f15e33] [cursor=pointer]
- button "Profile" [ref=f15e36] [cursor=pointer]:
- img "User avatar" [ref=f15e37]
- generic [ref=f15e38]:
- button "Open menu" [ref=f15e40] [cursor=pointer]
- navigation "Breadcrumbs" [ref=f15e43]:
- list [ref=f15e44]:
- listitem [ref=f15e45]:
- link "Home" [ref=f15e46] [cursor=pointer]:
- /url: /
- listitem [ref=f15e50]:
- link "Explore" [ref=f15e51] [cursor=pointer]:
- /url: /explore
- listitem [ref=f15e55]:
- generic "Prometheus" [ref=f15e56]
- generic [ref=f15e57]:
- generic [ref=f15e60]:
- button "Copy shortened URL" [ref=f15e61] [cursor=pointer]
- button "Open copy link options" [ref=f15e64] [cursor=pointer]
- button "Toggle top search bar" [ref=f15e68] [cursor=pointer]
- main [ref=f15e74]:
- generic [ref=f15e76]:
- heading "Explore" [level=1] [ref=f15e77]
- generic [ref=f15e82]:
- navigation "Explore toolbar" [ref=f15e84]:
- navigation "Search links" [ref=f15e86]:
- generic [ref=f15e87]:
- button "Content outline" [expanded] [ref=f15e89] [cursor=pointer]:
- generic [ref=f15e92]: Outline
- generic [ref=f15e97] [cursor=pointer]:
- img "Prometheus logo" [ref=f15e99]
- textbox "Select a data source" [ref=f15e100]:
- /placeholder: ""
- generic [ref=f15e104]:
- button "Split the pane" [ref=f15e106] [cursor=pointer]:
- generic [ref=f15e109]: Split
- button "Add" [ref=f15e111] [cursor=pointer]
- generic [ref=f15e116]:
- 'button "Time range selected: Last 30 minutes" [ref=f15e117] [cursor=pointer]'
- button "Zoom out time range" [ref=f15e122] [cursor=pointer]
- generic [ref=f15e126]:
- button "Run query" [ref=f15e127] [cursor=pointer]
- button "Auto refresh turned off. Choose refresh time interval" [ref=f15e131] [cursor=pointer]
- generic [ref=f15e135]:
- generic [ref=f15e139]:
- button "Collapse outline" [expanded] [ref=f15e141] [cursor=pointer]:
- img "arrow-from-right" [ref=f15e142]
- button "Queries" [ref=f15e145] [cursor=pointer]:
- img "arrow" [ref=f15e146]
- button "Graph" [ref=f15e150] [cursor=pointer]:
- img "graph-bar" [ref=f15e151]
- generic [ref=f15e158]:
- generic [ref=f15e160]:
- generic "Query editor row" [ref=f15e163]:
- generic [ref=f15e164]:
- generic [ref=f15e166]:
- generic [ref=f15e167]:
- button "Collapse query row" [expanded] [ref=f15e168] [cursor=pointer]
- generic [ref=f15e171]:
- button "Query editor row title A" [ref=f15e172] [cursor=pointer]:
- generic [ref=f15e173]: A
- emphasis [ref=f15e174]: (Prometheus)
- generic [ref=f15e175]:
- button "Show data source help" [ref=f15e177] [cursor=pointer]
- button "Duplicate query" [ref=f15e181] [cursor=pointer]
- button "Hide response" [ref=f15e185] [cursor=pointer]
- button "Remove query" [ref=f15e189] [cursor=pointer]
- button "Drag and drop to reorder" [ref=f15e192]:
- img "Drag and drop to reorder" [ref=f15e193]
- generic [ref=f15e196]:
- generic [ref=f15e197]:
- button "Kick start your query" [ref=f15e198] [cursor=pointer]
- generic [ref=f15e201]:
- generic [ref=f15e202] [cursor=pointer]: Explain
- generic [ref=f15e203]:
- checkbox "Explain Toggle switch" [ref=f15e204]
- generic "Toggle switch" [ref=f15e205] [cursor=pointer]
- radiogroup [ref=f15e210]:
- generic [ref=f15e211]:
- radio "Builder" [ref=f15e212] [cursor=pointer]
- generic [ref=f15e213] [cursor=pointer]: Builder
- generic [ref=f15e214]:
- radio "Code" [checked] [ref=f15e215] [cursor=pointer]
- generic [ref=f15e216] [cursor=pointer]: Code
- generic [ref=f15e218]:
- generic [ref=f15e220]:
- button "Loading metrics..." [disabled] [ref=f15e221] [cursor=pointer]
- code [ref=f15e228]:
- generic [ref=f15e229]:
- generic [ref=f15e234]: agroal_blocking_time_max_milliseconds
- textbox "Editor content;Press Alt+F1 for Accessibility Options." [ref=f15e239]: agroal_blocking_time_max_milliseconds
- 'button "Options Legend: blocking max - {{pod}} Format: Time series Step: auto Type: Range Exemplars: false" [ref=f15e245] [cursor=pointer]':
- generic [ref=f15e249]:
- heading "Options" [level=6] [ref=f15e250]
- generic [ref=f15e251]:
- generic [ref=f15e252]: "Legend: blocking max - {{pod}}"
- generic [ref=f15e253]: "Format: Time series"
- generic [ref=f15e254]: "Step: auto"
- generic [ref=f15e255]: "Type: Range"
- generic [ref=f15e256]: "Exemplars: false"
- generic [ref=f15e257]:
- button "Add query" [ref=f15e258] [cursor=pointer]
- button "Query history" [ref=f15e262] [cursor=pointer]
- button "Query inspector" [ref=f15e266] [cursor=pointer]
- main [ref=f15e270]:
- region [ref=f15e272]:
- generic [ref=f15e273]:
- heading "Graph" [level=2] [ref=f15e275]
- radiogroup [ref=f15e278]:
- generic [ref=f15e279]:
- radio "Lines" [checked] [ref=f15e280] [cursor=pointer]
- generic [ref=f15e281] [cursor=pointer]: Lines
- generic [ref=f15e282]:
- radio "Bars" [ref=f15e283] [cursor=pointer]
- generic [ref=f15e284] [cursor=pointer]: Bars
- generic [ref=f15e285]:
- radio "Points" [ref=f15e286] [cursor=pointer]
- generic [ref=f15e287] [cursor=pointer]: Points
- generic [ref=f15e288]:
- radio "Stacked lines" [ref=f15e289] [cursor=pointer]
- generic [ref=f15e290] [cursor=pointer]: Stacked lines
- generic [ref=f15e291]:
- radio "Stacked bars" [ref=f15e292] [cursor=pointer]
- generic [ref=f15e293] [cursor=pointer]: Stacked bars
- generic [ref=f15e294]: Loading plugin panel...
- generic [ref=f15e299]:
- alert
- alert
- complementary
- complementary
@@ -0,0 +1,56 @@
- generic [ref=f18e4]:
- link "Skip to main content" [ref=f18e5] [cursor=pointer]:
- /url: "#pageContent"
- banner [ref=f18e7]:
- generic [ref=f18e8]:
- link [ref=f18e10] [cursor=pointer]:
- /url: /
- img "Grafana" [ref=f18e11]
- generic [ref=f18e14]:
- button "Search or jump to..." [ref=f18e18] [cursor=pointer]
- generic [ref=f18e19]: ctrl+k
- generic [ref=f18e23]:
- button "New" [ref=f18e24] [cursor=pointer]
- button "Help" [ref=f18e30] [cursor=pointer]
- button "News" [ref=f18e33] [cursor=pointer]
- button "Profile" [ref=f18e36] [cursor=pointer]:
- img "User avatar" [ref=f18e37]
- generic [ref=f18e38]:
- button "Open menu" [ref=f18e40] [cursor=pointer]
- navigation "Breadcrumbs" [ref=f18e43]:
- list [ref=f18e44]:
- listitem [ref=f18e45]:
- link "Home" [ref=f18e46] [cursor=pointer]:
- /url: /
- listitem [ref=f18e50]:
- link "Explore" [ref=f18e51] [cursor=pointer]:
- /url: /explore
- listitem [ref=f18e55]:
- generic "Prometheus" [ref=f18e56]
- generic [ref=f18e57]:
- button "Show more items" [ref=f18e60] [cursor=pointer]
- button "Toggle top search bar" [ref=f18e64] [cursor=pointer]
- main [ref=f18e70]:
- generic [ref=f18e72]:
- heading "Explore" [level=1] [ref=f18e73]
- generic [ref=f18e78]:
- navigation "Explore toolbar" [ref=f18e80]:
- navigation "Search links" [ref=f18e82]:
- generic [ref=f18e83]:
- button "Content outline" [expanded] [ref=f18e85] [cursor=pointer]:
- generic [ref=f18e88]: Outline
- generic [ref=f18e93] [cursor=pointer]:
- img "Prometheus logo" [ref=f18e95]
- textbox "Select a data source" [ref=f18e96]:
- /placeholder: ""
- button "Show more items" [ref=f18e102] [cursor=pointer]
- generic [ref=f18e106]:
- button "Collapse outline" [expanded] [ref=f18e112] [cursor=pointer]:
- img "arrow-from-right" [ref=f18e113]
- generic [ref=f18e120]:
- generic [ref=f18e123]:
- button "Add query" [ref=f18e124] [cursor=pointer]
- button "Query history" [ref=f18e128] [cursor=pointer]
- button "Query inspector" [ref=f18e132] [cursor=pointer]
- generic:
- main
@@ -0,0 +1,7 @@
- main [ref=f21e2]:
- heading "AP3 · Backend-for-Frontend" [level=1] [ref=f21e3]
- paragraph [ref=f21e4]: 브라우저에는 OAuth token이 전혀 전달되지 않습니다. HttpOnly session cookie로 BFF만 호출하고, BFF가 서버 보관 access token을 Resource Server 요청에 붙입니다.
- button "Keycloak 로그인" [ref=f21e5] [cursor=pointer]
- button "token 경계 확인" [ref=f21e6] [cursor=pointer]
- button "BFF 경유 API 호출" [ref=f21e7] [cursor=pointer]
- button "CSRF token으로 상태 변경" [ref=f21e8] [cursor=pointer]
@@ -0,0 +1,16 @@
- generic [ref=f22e3]:
- banner [ref=f22e4]:
- generic [ref=f22e5]: keycloak-patterns
- main [ref=f22e6]:
- heading "Sign in to your account" [level=1] [ref=f22e8]
- generic [ref=f22e12]:
- generic [ref=f22e13]:
- generic [ref=f22e14]: Username or email
- textbox "Username or email" [active] [ref=f22e17]
- generic [ref=f22e18]:
- generic [ref=f22e19]: Password
- generic [ref=f22e21]:
- textbox "Password" [ref=f22e24]
- button "Show password" [ref=f22e26] [cursor=pointer]:
- generic [aria-hidden] [ref=f22e27]:
- button "Sign In" [ref=f22e30] [cursor=pointer]
@@ -0,0 +1,20 @@
- generic [ref=f23e3]:
- banner [ref=f23e4]:
- generic [ref=f23e5]: keycloak-patterns
- main [ref=f23e6]:
- heading "Update Account Information" [level=1] [ref=f23e8]
- generic [ref=f23e9]:
- generic [ref=f23e10]: "* Required fields"
- generic [ref=f23e13]:
- generic [ref=f23e14]:
- generic [ref=f23e15]: Email *
- textbox "Email" [ref=f23e19]: labuser@example.com
- generic [ref=f23e20]:
- generic [ref=f23e21]: First name *
- textbox "First name" [invalid] [ref=f23e25]
- generic [ref=f23e26]: Please specify this field.
- generic [ref=f23e31]:
- generic [ref=f23e32]: Last name *
- textbox "Last name" [invalid] [ref=f23e36]
- generic [ref=f23e37]: Please specify this field.
- button "Submit" [ref=f23e44]
@@ -0,0 +1,20 @@
- generic [ref=f23e3]:
- banner [ref=f23e4]:
- generic [ref=f23e5]: keycloak-patterns
- main [ref=f23e6]:
- heading "Update Account Information" [level=1] [ref=f23e8]
- generic [ref=f23e9]:
- generic [ref=f23e10]: "* Required fields"
- generic [ref=f23e13]:
- generic [ref=f23e14]:
- generic [ref=f23e15]: Email *
- textbox "Email" [ref=f23e19]: labuser@example.com
- generic [ref=f23e20]:
- generic [ref=f23e21]: First name *
- textbox "First name" [invalid] [ref=f23e25]: Lab
- generic [ref=f23e26]: Please specify this field.
- generic [ref=f23e31]:
- generic [ref=f23e32]: Last name *
- textbox "Last name" [active] [invalid] [ref=f23e36]: User
- generic [ref=f23e37]: Please specify this field.
- button "Submit" [ref=f23e44]
@@ -0,0 +1,7 @@
- main [ref=f24e2]:
- heading "AP3 · Backend-for-Frontend" [level=1] [ref=f24e3]
- paragraph [ref=f24e4]: 브라우저에는 OAuth token이 전혀 전달되지 않습니다. HttpOnly session cookie로 BFF만 호출하고, BFF가 서버 보관 access token을 Resource Server 요청에 붙입니다.
- button "Keycloak 로그인" [ref=f24e5] [cursor=pointer]
- button "token 경계 확인" [ref=f24e6] [cursor=pointer]
- button "BFF 경유 API 호출" [ref=f24e7] [cursor=pointer]
- button "CSRF token으로 상태 변경" [ref=f24e8] [cursor=pointer]
@@ -0,0 +1,16 @@
- generic [ref=f25e3]:
- banner [ref=f25e4]:
- generic [ref=f25e5]: keycloak-patterns
- main [ref=f25e6]:
- heading "Sign in to your account" [level=1] [ref=f25e8]
- generic [ref=f25e12]:
- generic [ref=f25e13]:
- generic [ref=f25e14]: Username or email
- textbox "Username or email" [active] [ref=f25e17]
- generic [ref=f25e18]:
- generic [ref=f25e19]: Password
- generic [ref=f25e21]:
- textbox "Password" [ref=f25e24]
- button "Show password" [ref=f25e26] [cursor=pointer]:
- generic [aria-hidden] [ref=f25e27]:
- button "Sign In" [ref=f25e30] [cursor=pointer]
@@ -0,0 +1,9 @@
- generic [ref=f26e2]:
- heading "Login with OAuth 2.0" [level=2] [ref=f26e3]
- alert [ref=f26e4]: Invalid credentials
- table [ref=f26e5]:
- rowgroup [ref=f26e6]:
- row [ref=f26e7]:
- cell [ref=f26e8]:
- link "keycloak" [ref=f26e9] [cursor=pointer]:
- /url: /oauth2/authorization/keycloak
@@ -0,0 +1,7 @@
- main [ref=f27e2]:
- heading "AP3 · Backend-for-Frontend" [level=1] [ref=f27e3]
- paragraph [ref=f27e4]: 브라우저에는 OAuth token이 전혀 전달되지 않습니다. HttpOnly session cookie로 BFF만 호출하고, BFF가 서버 보관 access token을 Resource Server 요청에 붙입니다.
- button "Keycloak 로그인" [ref=f27e5] [cursor=pointer]
- button "token 경계 확인" [ref=f27e6] [cursor=pointer]
- button "BFF 경유 API 호출" [ref=f27e7] [cursor=pointer]
- button "CSRF token으로 상태 변경" [ref=f27e8] [cursor=pointer]
@@ -0,0 +1,7 @@
- main [ref=f27e2]:
- heading "AP3 · Backend-for-Frontend" [level=1] [ref=f27e3]
- paragraph [ref=f27e4]: 브라우저에는 OAuth token이 전혀 전달되지 않습니다. HttpOnly session cookie로 BFF만 호출하고, BFF가 서버 보관 access token을 Resource Server 요청에 붙입니다.
- button "Keycloak 로그인" [ref=f27e5] [cursor=pointer]
- button "token 경계 확인" [ref=f27e6] [cursor=pointer]
- button "BFF 경유 API 호출" [ref=f27e7] [cursor=pointer]
- button "CSRF token으로 상태 변경" [ref=f27e8] [cursor=pointer]
@@ -0,0 +1,7 @@
- main [ref=f27e2]:
- heading "AP3 · Backend-for-Frontend" [level=1] [ref=f27e3]
- paragraph [ref=f27e4]: 브라우저에는 OAuth token이 전혀 전달되지 않습니다. HttpOnly session cookie로 BFF만 호출하고, BFF가 서버 보관 access token을 Resource Server 요청에 붙입니다.
- button "Keycloak 로그인" [ref=f27e5] [cursor=pointer]
- button "token 경계 확인" [ref=f27e6] [cursor=pointer]
- button "BFF 경유 API 호출" [ref=f27e7] [cursor=pointer]
- button "CSRF token으로 상태 변경" [ref=f27e8] [cursor=pointer]
@@ -0,0 +1 @@
- generic [active] [ref=f28e1]: "{\"pattern\":\"AP3-backend-for-frontend\",\"principal\":\"labuser\",\"accessTokenStoredOnServer\":true,\"refreshTokenStoredOnServer\":true,\"browserTokenCount\":0,\"csrfProtectionEnabled\":true}"
+1
View File
@@ -0,0 +1 @@
target/
+14
View File
@@ -0,0 +1,14 @@
FROM maven:3.9.11-eclipse-temurin-21-alpine AS build
WORKDIR /workspace
COPY pom.xml .
RUN mvn --batch-mode dependency:go-offline
COPY src src
RUN mvn --batch-mode verify
FROM eclipse-temurin:21-jre-alpine
RUN addgroup -S spring && adduser -S spring -G spring
WORKDIR /app
COPY --from=build /workspace/target/keycloak-bff.jar app.jar
USER spring:spring
EXPOSE 8083
ENTRYPOINT ["java", "-jar", "/app/app.jar"]
+58
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@@ -0,0 +1,58 @@
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-parent</artifactId>
<version>3.5.16</version>
<relativePath/>
</parent>
<groupId>com.example</groupId>
<artifactId>keycloak-bff</artifactId>
<version>0.0.1-SNAPSHOT</version>
<name>keycloak-bff</name>
<properties>
<java.version>21</java.version>
</properties>
<dependencies>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-actuator</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-oauth2-client</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-test</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.springframework.security</groupId>
<artifactId>spring-security-test</artifactId>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<finalName>keycloak-bff</finalName>
<plugins>
<plugin>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-maven-plugin</artifactId>
</plugin>
</plugins>
</build>
</project>
@@ -0,0 +1,12 @@
package com.example.keycloakpattern.bff;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
@SpringBootApplication
public class BffApplication {
public static void main(String[] args) {
SpringApplication.run(BffApplication.class, args);
}
}
@@ -0,0 +1,112 @@
package com.example.keycloakpattern.bff;
import java.util.LinkedHashMap;
import java.util.Map;
import java.util.concurrent.atomic.AtomicReference;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.http.CacheControl;
import org.springframework.http.HttpHeaders;
import org.springframework.http.ResponseEntity;
import org.springframework.security.core.Authentication;
import org.springframework.security.oauth2.client.OAuth2AuthorizeRequest;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClient;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientManager;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientService;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.client.RestClient;
import org.springframework.web.server.ResponseStatusException;
import static org.springframework.http.HttpStatus.UNAUTHORIZED;
@RestController
public class BffController {
private final OAuth2AuthorizedClientService authorizedClientService;
private final OAuth2AuthorizedClientManager authorizedClientManager;
private final RestClient resourceApi;
private final AtomicReference<String> theme = new AtomicReference<>("system");
public BffController(
OAuth2AuthorizedClientService authorizedClientService,
OAuth2AuthorizedClientManager authorizedClientManager,
RestClient.Builder restClientBuilder,
@Value("${resource-api.base-url}") String resourceApiBaseUrl
) {
this.authorizedClientService = authorizedClientService;
this.authorizedClientManager = authorizedClientManager;
this.resourceApi = restClientBuilder.baseUrl(resourceApiBaseUrl).build();
}
@GetMapping("/bff/token-boundary")
ResponseEntity<Map<String, Object>> tokenBoundary(Authentication authentication) {
OAuth2AuthorizedClient client = authorizedClientService.loadAuthorizedClient(
"keycloak",
authentication.getName()
);
Map<String, Object> response = new LinkedHashMap<>();
response.put("pattern", "AP3-backend-for-frontend");
response.put("principal", authentication.getName());
response.put("accessTokenStoredOnServer", client != null
&& client.getAccessToken() != null);
response.put("refreshTokenStoredOnServer", client != null
&& client.getRefreshToken() != null);
response.put("browserTokenCount", 0);
response.put("csrfProtectionEnabled", true);
return ResponseEntity.ok()
.cacheControl(CacheControl.noStore())
.header("Pragma", "no-cache")
.body(response);
}
@GetMapping("/bff/api/me")
ResponseEntity<?> currentUser(Authentication authentication) {
OAuth2AuthorizedClient client = authorizedClient(authentication);
return resourceApi.get()
.uri("/api/me")
.header(
HttpHeaders.AUTHORIZATION,
"Bearer " + client.getAccessToken().getTokenValue()
)
.retrieve()
.toEntity(Map.class);
}
@PostMapping("/bff/api/preferences")
Map<String, Object> updatePreference(
Authentication authentication,
@RequestParam(defaultValue = "system") String theme
) {
this.theme.set(theme);
return Map.of(
"updated", true,
"theme", this.theme.get(),
"principal", authentication.getName()
);
}
@GetMapping("/bff/api/preferences")
Map<String, String> preference() {
return Map.of("theme", theme.get());
}
private OAuth2AuthorizedClient authorizedClient(Authentication authentication) {
OAuth2AuthorizeRequest request = OAuth2AuthorizeRequest
.withClientRegistrationId("keycloak")
.principal(authentication)
.build();
OAuth2AuthorizedClient client = authorizedClientManager.authorize(request);
if (client == null || client.getAccessToken() == null) {
throw new ResponseStatusException(
UNAUTHORIZED,
"No authorized Keycloak client is available"
);
}
return client;
}
}
@@ -0,0 +1,25 @@
package com.example.keycloakpattern.bff;
import java.util.Map;
import org.springframework.http.CacheControl;
import org.springframework.http.ResponseEntity;
import org.springframework.security.web.csrf.CsrfToken;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RestController;
@RestController
public class CsrfController {
@GetMapping("/bff/csrf")
ResponseEntity<Map<String, String>> csrf(CsrfToken csrfToken) {
return ResponseEntity.ok()
.cacheControl(CacheControl.noStore())
.header("Pragma", "no-cache")
.body(Map.of(
"headerName", csrfToken.getHeaderName(),
"parameterName", csrfToken.getParameterName(),
"token", csrfToken.getToken()
));
}
}
@@ -0,0 +1,85 @@
package com.example.keycloakpattern.bff;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.security.config.annotation.web.builders.HttpSecurity;
import org.springframework.security.oauth2.client.AuthorizedClientServiceOAuth2AuthorizedClientManager;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientManager;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientProvider;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientProviderBuilder;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientService;
import org.springframework.security.oauth2.client.registration.ClientRegistrationRepository;
import org.springframework.security.oauth2.client.web.DefaultOAuth2AuthorizationRequestResolver;
import org.springframework.security.oauth2.client.web.OAuth2AuthorizationRequestCustomizers;
import org.springframework.security.web.SecurityFilterChain;
import org.springframework.security.web.csrf.CookieCsrfTokenRepository;
@Configuration
public class SecurityConfig {
@Bean
SecurityFilterChain bffSecurity(
HttpSecurity http,
ClientRegistrationRepository clientRegistrationRepository
) throws Exception {
DefaultOAuth2AuthorizationRequestResolver authorizationRequestResolver =
new DefaultOAuth2AuthorizationRequestResolver(
clientRegistrationRepository,
"/oauth2/authorization"
);
authorizationRequestResolver.setAuthorizationRequestCustomizer(
OAuth2AuthorizationRequestCustomizers.withPkce()
);
CookieCsrfTokenRepository csrfTokenRepository =
CookieCsrfTokenRepository.withHttpOnlyFalse();
csrfTokenRepository.setCookiePath("/");
return http
.csrf(csrf -> csrf
.csrfTokenRepository(csrfTokenRepository)
.csrfTokenRequestHandler(new SpaCsrfTokenRequestHandler()))
.authorizeHttpRequests(authorize -> authorize
.requestMatchers(
"/",
"/index.html",
"/app.js",
"/favicon.ico",
"/actuator/health",
"/actuator/health/**",
// 실험대 전용 — B-0 은 "자동구성이 실제로 무엇을 골랐는가"를
// 밖에서 읽어야 답할 수 있다. 운영에서는 절대 열지 않는다:
// /actuator/beans 와 /actuator/env 는 내부 구조와 설정값을
// 그대로 드러낸다.
"/actuator/**"
)
.permitAll()
.anyRequest()
.authenticated())
.oauth2Login(oauth2 -> oauth2
.authorizationEndpoint(endpoint -> endpoint
.authorizationRequestResolver(authorizationRequestResolver))
.defaultSuccessUrl("/", true))
.build();
}
@Bean
OAuth2AuthorizedClientManager authorizedClientManager(
ClientRegistrationRepository clientRegistrationRepository,
OAuth2AuthorizedClientService authorizedClientService
) {
OAuth2AuthorizedClientProvider authorizedClientProvider =
OAuth2AuthorizedClientProviderBuilder.builder()
.authorizationCode()
.refreshToken()
.build();
AuthorizedClientServiceOAuth2AuthorizedClientManager manager =
new AuthorizedClientServiceOAuth2AuthorizedClientManager(
clientRegistrationRepository,
authorizedClientService
);
manager.setAuthorizedClientProvider(authorizedClientProvider);
return manager;
}
}
@@ -0,0 +1,40 @@
package com.example.keycloakpattern.bff;
import java.util.function.Supplier;
import jakarta.servlet.http.HttpServletRequest;
import jakarta.servlet.http.HttpServletResponse;
import org.springframework.security.web.csrf.CsrfToken;
import org.springframework.security.web.csrf.CsrfTokenRequestAttributeHandler;
import org.springframework.security.web.csrf.CsrfTokenRequestHandler;
import org.springframework.security.web.csrf.XorCsrfTokenRequestAttributeHandler;
import org.springframework.util.StringUtils;
final class SpaCsrfTokenRequestHandler implements CsrfTokenRequestHandler {
private final CsrfTokenRequestHandler plain =
new CsrfTokenRequestAttributeHandler();
private final CsrfTokenRequestHandler xor =
new XorCsrfTokenRequestAttributeHandler();
@Override
public void handle(
HttpServletRequest request,
HttpServletResponse response,
Supplier<CsrfToken> deferredCsrfToken
) {
xor.handle(request, response, deferredCsrfToken);
}
@Override
public String resolveCsrfTokenValue(
HttpServletRequest request,
CsrfToken csrfToken
) {
if (StringUtils.hasText(request.getHeader(csrfToken.getHeaderName()))) {
return plain.resolveCsrfTokenValue(request, csrfToken);
}
return xor.resolveCsrfTokenValue(request, csrfToken);
}
}
+52
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@@ -0,0 +1,52 @@
server:
port: ${SERVER_PORT:8083}
servlet:
session:
cookie:
name: AP3_SESSION
http-only: true
same-site: lax
spring:
application:
name: keycloak-bff
security:
oauth2:
client:
registration:
keycloak:
provider: keycloak
client-id: bff-confidential
client-secret: ${KEYCLOAK_CLIENT_SECRET}
client-authentication-method: client_secret_basic
authorization-grant-type: authorization_code
redirect-uri: "{baseUrl}/login/oauth2/code/{registrationId}"
scope:
- openid
- profile
- email
provider:
keycloak:
# 브라우저가 리다이렉트되는 주소와 BFF 가 서버끼리 부르는 주소는 다르다.
# 앞의 것은 외부에서 닿는 이름이어야 하고, 뒤의 것은 클러스터 안 주소여도 된다.
authorization-uri: ${KC_ISSUER_EXTERNAL:http://localhost:8080/realms/keycloak-patterns}/protocol/openid-connect/auth
token-uri: ${KC_ISSUER_INTERNAL:http://keycloak:8080/realms/keycloak-patterns}/protocol/openid-connect/token
jwk-set-uri: ${KC_ISSUER_INTERNAL:http://keycloak:8080/realms/keycloak-patterns}/protocol/openid-connect/certs
user-info-uri: ${KC_ISSUER_INTERNAL:http://keycloak:8080/realms/keycloak-patterns}/protocol/openid-connect/userinfo
user-name-attribute: preferred_username
resource-api:
base-url: ${RESOURCE_API_BASE_URL:http://localhost:8081}
management:
endpoint:
health:
probes:
enabled: true
show-details: always
endpoints:
web:
exposure:
# beans / conditions 는 B-0 에서 "자동구성이 실제로 무엇을 골랐는가"를
# 보기 위해 연다. 운영에 그대로 두면 내부 구조가 노출된다.
include: health,info,beans,conditions,env
+59
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@@ -0,0 +1,59 @@
const result = document.querySelector("#result");
function render(value) {
result.textContent = JSON.stringify(value, null, 2);
}
function readCookie(name) {
const prefix = `${encodeURIComponent(name)}=`;
const value = document.cookie
.split("; ")
.find((cookie) => cookie.startsWith(prefix));
return value ? decodeURIComponent(value.slice(prefix.length)) : null;
}
async function request(path, options = {}) {
const response = await fetch(path, {
...options,
headers: { Accept: "application/json", ...options.headers },
});
if (response.redirected || response.status === 401) {
window.location.assign("/oauth2/authorization/keycloak");
return null;
}
const body = await response.json();
render({ status: response.status, ...body });
return { response, body };
}
document.querySelector("#login").addEventListener("click", () => {
window.location.assign("/oauth2/authorization/keycloak");
});
document.querySelector("#inspect").addEventListener("click", () => {
void request("/bff/token-boundary");
});
document.querySelector("#call-bff").addEventListener("click", () => {
void request("/bff/api/me");
});
document.querySelector("#change-with-csrf").addEventListener("click", async () => {
const csrfResponse = await fetch("/bff/csrf", {
headers: { Accept: "application/json" },
});
const csrf = await csrfResponse.json();
const csrfToken = readCookie("XSRF-TOKEN");
if (!csrfToken) {
render({ status: 500, error: "XSRF-TOKEN cookie was not created" });
return;
}
await request("/bff/api/preferences", {
method: "POST",
body: new URLSearchParams({ theme: "dark" }),
headers: {
"Content-Type": "application/x-www-form-urlencoded",
[csrf.headerName]: csrfToken,
},
});
});
+31
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@@ -0,0 +1,31 @@
<!doctype html>
<html lang="ko">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>AP3 · Backend-for-Frontend</title>
<style>
:root { color-scheme: light dark; font-family: system-ui, sans-serif; }
body { max-width: 58rem; margin: 6vh auto; padding: 0 1.5rem; line-height: 1.6; }
button { margin: 0 0.5rem 0.5rem 0; padding: 0.6rem 0.9rem; cursor: pointer; }
pre { min-height: 9rem; padding: 1rem; border-radius: 0.4rem;
background: color-mix(in srgb, CanvasText 9%, Canvas); white-space: pre-wrap; }
</style>
</head>
<body>
<main>
<h1>AP3 · Backend-for-Frontend</h1>
<p>
브라우저에는 OAuth token이 전혀 전달되지 않습니다. HttpOnly session
cookie로 BFF만 호출하고, BFF가 서버 보관 access token을 Resource
Server 요청에 붙입니다.
</p>
<button id="login" type="button">Keycloak 로그인</button>
<button id="inspect" type="button">token 경계 확인</button>
<button id="call-bff" type="button">BFF 경유 API 호출</button>
<button id="change-with-csrf" type="button">CSRF token으로 상태 변경</button>
<pre id="result" aria-live="polite"></pre>
</main>
<script type="module" src="/app.js"></script>
</body>
</html>
@@ -0,0 +1,90 @@
package com.example.keycloakpattern.bff;
import static org.mockito.Mockito.mock;
import static org.mockito.Mockito.when;
import static org.springframework.security.test.web.servlet.request.SecurityMockMvcRequestPostProcessors.oidcLogin;
import static org.springframework.security.test.web.servlet.request.SecurityMockMvcRequestPostProcessors.csrf;
import static org.springframework.test.web.servlet.request.MockMvcRequestBuilders.get;
import static org.springframework.test.web.servlet.request.MockMvcRequestBuilders.post;
import static org.springframework.test.web.servlet.result.MockMvcResultMatchers.header;
import static org.springframework.test.web.servlet.result.MockMvcResultMatchers.jsonPath;
import static org.springframework.test.web.servlet.result.MockMvcResultMatchers.status;
import org.junit.jupiter.api.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.autoconfigure.web.servlet.AutoConfigureMockMvc;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClient;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientManager;
import org.springframework.security.oauth2.client.OAuth2AuthorizedClientService;
import org.springframework.security.oauth2.core.OAuth2AccessToken;
import org.springframework.security.oauth2.core.OAuth2RefreshToken;
import org.springframework.test.context.bean.override.mockito.MockitoBean;
import org.springframework.test.web.servlet.MockMvc;
@SpringBootTest(properties = {
"KEYCLOAK_CLIENT_SECRET=test-only-secret",
"resource-api.base-url=http://127.0.0.1:9"
})
@AutoConfigureMockMvc
class BffControllerTest {
@Autowired
private MockMvc mockMvc;
@MockitoBean
private OAuth2AuthorizedClientService authorizedClientService;
@MockitoBean
private OAuth2AuthorizedClientManager authorizedClientManager;
@Test
void reportsServerTokenCustodyWithoutReturningTokens() throws Exception {
OAuth2AuthorizedClient client = mock(OAuth2AuthorizedClient.class);
when(client.getAccessToken()).thenReturn(mock(OAuth2AccessToken.class));
when(client.getRefreshToken()).thenReturn(mock(OAuth2RefreshToken.class));
when(authorizedClientService.loadAuthorizedClient("keycloak", "test-subject"))
.thenReturn(client);
mockMvc.perform(get("/bff/token-boundary").with(oidcLogin()
.idToken(token -> token.subject("test-subject"))))
.andExpect(status().isOk())
.andExpect(header().string("Cache-Control", "no-store"))
.andExpect(jsonPath("$.accessTokenStoredOnServer").value(true))
.andExpect(jsonPath("$.refreshTokenStoredOnServer").value(true))
.andExpect(jsonPath("$.browserTokenCount").value(0))
.andExpect(jsonPath("$.csrfProtectionEnabled").value(true))
.andExpect(jsonPath("$.access_token").doesNotExist())
.andExpect(jsonPath("$.refresh_token").doesNotExist());
}
@Test
void rejectsStateChangeWithoutCsrfToken() throws Exception {
mockMvc.perform(post("/bff/api/preferences")
.param("theme", "attacker")
.with(oidcLogin().idToken(token -> token.subject("test-subject"))))
.andExpect(status().isForbidden());
}
@Test
void acceptsStateChangeWithCsrfToken() throws Exception {
mockMvc.perform(post("/bff/api/preferences")
.param("theme", "dark")
.with(oidcLogin().idToken(token -> token.subject("test-subject")))
.with(csrf()))
.andExpect(status().isOk())
.andExpect(jsonPath("$.updated").value(true))
.andExpect(jsonPath("$.theme").value("dark"));
}
@Test
void exposesSpaCsrfTokenWithoutCaching() throws Exception {
mockMvc.perform(get("/bff/csrf").with(oidcLogin()
.idToken(token -> token.subject("test-subject"))))
.andExpect(status().isOk())
.andExpect(header().string("Cache-Control", "no-store"))
.andExpect(header().exists("Set-Cookie"))
.andExpect(jsonPath("$.headerName").value("X-XSRF-TOKEN"))
.andExpect(jsonPath("$.token").isNotEmpty());
}
}
+161
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@@ -0,0 +1,161 @@
# BFF (2 replicas) + Redis, for the B-layer experiments.
#
# The BFF is deployed FIRST WITHOUT any session store wiring. That is deliberate:
# B-0 asks what Spring Boot's autoconfiguration actually picks when nothing is
# configured, and the only honest way to answer is to look at a running instance
# that has been given nothing. Redis is deployed alongside but left unused until
# B-1 turns it on.
#
# kubectl apply -f deploy/lab/k8s/bff-redis.yaml
#
# Image comes from the workstation, not a registry:
# docker build -t keycloak-pattern-bff:lab bff/
# docker save keycloak-pattern-bff:lab | ssh test-server "ssh kc-lab-1 'sudo k3s ctr images import -'"
# (repeat for kc-lab-2)
# so imagePullPolicy must stay Never on both replicas.
apiVersion: v1
kind: Secret
metadata:
name: bff-secrets
namespace: keycloak-lab
type: Opaque
stringData:
# Matches the client created with kcadm in the keycloak-patterns realm.
# Base64 in etcd is not encryption — see D-3.
KEYCLOAK_CLIENT_SECRET: bff-lab-secret
---
# Redis. No persistence yet: `--save ""` and no appendonly, so a restart loses
# everything. B-5 and B-6 compare that against RDB and AOF, which is easier to
# reason about when the starting point is "nothing survives".
apiVersion: apps/v1
kind: Deployment
metadata:
name: redis
namespace: keycloak-lab
spec:
replicas: 1
selector:
matchLabels: { app: redis }
template:
metadata:
labels: { app: redis }
spec:
# Same node as postgres so a node-loss experiment takes both stores at
# once, matching how A-4 was set up.
nodeSelector:
kubernetes.io/hostname: kc-lab-2
containers:
- name: redis
image: redis:7.4-alpine
args: ["redis-server", "--save", "", "--appendonly", "no"]
ports:
- containerPort: 6379
name: redis
readinessProbe:
exec: { command: ["redis-cli", "ping"] }
initialDelaySeconds: 3
resources:
requests: { memory: 32Mi, cpu: 20m }
limits: { memory: 128Mi }
---
apiVersion: v1
kind: Service
metadata:
name: redis
namespace: keycloak-lab
spec:
selector: { app: redis }
ports:
- port: 6379
targetPort: redis
---
apiVersion: apps/v1
kind: Deployment
metadata:
name: bff
namespace: keycloak-lab
spec:
# Two replicas is the whole point: Q1 and Q2 only exist because a request can
# land on an instance that did not handle the login.
replicas: 2
selector:
matchLabels: { app: bff }
template:
metadata:
labels: { app: bff }
spec:
# Spread across both nodes so "the other instance" is genuinely another
# machine, not another process on the same kernel.
topologySpreadConstraints:
- maxSkew: 1
topologyKey: kubernetes.io/hostname
whenUnsatisfiable: ScheduleAnyway
labelSelector:
matchLabels: { app: bff }
containers:
- name: bff
image: keycloak-pattern-bff:lab
imagePullPolicy: Never
ports:
- containerPort: 8083
name: http
env:
# The browser is redirected to the public name; the BFF calls the
# token endpoint over the cluster network. Getting these two the same
# way round is what the 2-hop header experiment was about.
- name: KC_ISSUER_EXTERNAL
value: https://auth.hyeonworks.com/realms/keycloak-patterns
- name: KC_ISSUER_INTERNAL
value: http://keycloak.keycloak-lab.svc:8080/realms/keycloak-patterns
- name: RESOURCE_API_BASE_URL
value: http://echo.keycloak-lab.svc:8080
- name: KEYCLOAK_CLIENT_SECRET
valueFrom:
secretKeyRef: { name: bff-secrets, key: KEYCLOAK_CLIENT_SECRET }
# Spring needs to know it is behind TLS termination, for the same
# reason Keycloak needs KC_PROXY_HEADERS. Without it the redirect_uri
# it builds comes back as http:// and Keycloak rejects it.
- name: SERVER_FORWARD_HEADERS_STRATEGY
value: native
- name: JAVA_TOOL_OPTIONS
value: "-Xms128m -Xmx320m"
readinessProbe:
httpGet: { path: /actuator/health/readiness, port: http }
initialDelaySeconds: 20
failureThreshold: 30
livenessProbe:
httpGet: { path: /actuator/health/liveness, port: http }
initialDelaySeconds: 60
resources:
requests: { memory: 320Mi, cpu: 100m }
limits: { memory: 512Mi }
---
apiVersion: v1
kind: Service
metadata:
name: bff
namespace: keycloak-lab
spec:
selector: { app: bff }
ports:
- port: 8083
targetPort: http
---
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
name: bff
namespace: keycloak-lab
spec:
ingressClassName: traefik
rules:
- host: app1.hyeonworks.com
http:
paths:
- path: /
pathType: Prefix
backend:
service:
name: bff
port:
number: 8083
@@ -0,0 +1,22 @@
=== 배치 — 왜 A/B 가 되는가 ===
postgres 10.42.1.76 (kc-lab-2)
keycloak-0 10.42.1.77 (kc-lab-2) → DB 와 같은 노드, cni0 로 직행
keycloak-1 10.42.0.42 (kc-lab-1) → DB 와 다른 노드, VXLAN 을 건넌다 ← 여기에 지연을 건다
=== 사용 가능한 커넥션 풀 지표 ===
agroal_acquire_count_total
agroal_active_count
agroal_available_count
agroal_awaiting_count
agroal_blocking_time_average_milliseconds
agroal_blocking_time_max_milliseconds
agroal_blocking_time_total_milliseconds
agroal_creation_count_total
agroal_creation_time_average_milliseconds
agroal_creation_time_max_milliseconds
agroal_creation_time_total_milliseconds
agroal_destroy_count_total
=== 기준선 지연 — 각 노드에서 로그인 20회 ===
keycloak-0 평균 70 ms
keycloak-1 평균 66 ms
@@ -0,0 +1,25 @@
=== 주입: postgres(10.42.1.76) 가 보내는 패킷만 200ms 지연 (kc-lab-2 eth0) ===
prio qdisc 로 밴드를 나누고, u32 필터로 출발지 IP 가 postgres 인 것만 3번 밴드로 보낸다
Cannot find device "eth0"
Cannot find device "eth0"
적용완료
Cannot find device "eth0"
Cannot find device "eth0"
주입: 13:14:55
=== [검증] 지연이 실제로 걸렸는가 — 두 노드 비교 ===
keycloak-0 평균 43 ms 최대 64 ms
keycloak-1 평균 47 ms 최대 70 ms
=== 커넥션 풀 상태 ===
--- keycloak-0 ---
agroal_blocking_time_max_milliseconds 102.0
agroal_active_count 0.0
agroal_awaiting_count 0.0
agroal_blocking_time_average_milliseconds 0.0
agroal_available_count 2.0
agroal_blocking_time_max_milliseconds 164.0
agroal_active_count 0.0
agroal_awaiting_count 0.0
agroal_blocking_time_average_milliseconds 0.0
agroal_available_count 2.0
@@ -0,0 +1,20 @@
=== 오버레이 인터페이스 확인 ===
flannel.1 UNKNOWN a6:b2:62:04:c1:a4 <BROADCAST,MULTICAST,UP,LOWER_UP>
cni0 UP 5a:77:1a:e2:b0:a4 <BROADCAST,MULTICAST,UP,LOWER_UP>
=== flannel.1 에 주입 — 여기서는 파드 IP 가 보인다 (캡슐화 전) ===
qdisc prio 1: root refcnt 2 bands 3 priomap 1 2 2 2 1 2 0 0 1 1 1 1 1 1 1 1
Sent 0 bytes 0 pkt (dropped 0, overlimits 0 requeues 0)
backlog 0b 0p requeues 0
qdisc netem 30: parent 1:3 limit 1000 delay 200ms
Sent 0 bytes 0 pkt (dropped 0, overlimits 0 requeues 0)
backlog 0b 0p requeues 0
=== [검증] 필터에 패킷이 걸리는가 ===
qdisc netem 30: parent 1:3 limit 1000 delay 200ms
Sent 18388 bytes 150 pkt (dropped 0, overlimits 0 requeues 0)
backlog 0b 0p requeues 0
=== 두 노드 지연 비교 (기준선: k0=70ms k1=66ms) ===
keycloak-0 평균 41 ms 최대 57 ms
keycloak-1 평균 1872 ms 최대 1887 ms
@@ -0,0 +1,37 @@
=== 동시 부하 20건을 keycloak-1 에 — 커넥션 풀이 견디는가 ===
1 200 1.911191
1 200 1.913766
1 200 1.958374
1 200 1.981620
1 200 10.539402
1 200 11.951943
1 200 13.351102
1 200 14.785832
1 200 16.189533
1 200 17.625166
1 200 19.053724
1 200 20.495883
1 200 21.905932
1 200 22.228466
1 200 22.230871
1 200 3.441366
1 200 4.841075
1 200 6.257489
1 200 7.704608
1 200 9.104792
=== 부하 직후 커넥션 풀 ===
agroal_blocking_time_max_milliseconds 20000.0
agroal_max_used_count 19.0
agroal_acquire_count_total 672.0
agroal_active_count 0.0
agroal_awaiting_count 0.0
agroal_blocking_time_average_milliseconds 281.0
agroal_available_count 19.0
=== readiness 가 흔들렸는가 ===
keycloak-0 1/1 Running 0 60m
keycloak-1 1/1 Running 1 (51m ago) 3h24m
52m Normal TaintManagerEviction pod/keycloak-1 Cancelling deletion of Pod keycloak-lab/keycloak-1
32m Warning Unhealthy pod/keycloak-1 Readiness probe failed: HTTP probe failed with statuscode: 503
89s Warning Unhealthy pod/keycloak-1 Readiness probe failed: Get "http://10.42.0.42:9000/health/ready": context deadline exceeded (Client.Timeout exceeded while awaiting headers)
@@ -0,0 +1,12 @@
=== 지연 해제 ===
해제완료
qdisc noqueue 0: root refcnt 2
=== 회복 확인 ===
keycloak-0 평균 43 ms
keycloak-1 평균 51 ms
keycloak-0 1/1 Running 0 61m
keycloak-1 1/1 Running 1 (52m ago) 3h24m
=== 낙관적 락 충돌이 늘었는가 — 지연 중 로그 ===
관련 로그 줄수: 0
@@ -0,0 +1,20 @@
# A-6 — 지연 주입 증거
2026-09-04 13:1013:35 KST
해설: [`docs/experiment-a6-latency-injection.md`](../../experiment-a6-latency-injection.md)
| 파일 | 무엇을 보여주는가 |
|---|---|
| `01-baseline.txt` | 배치 설명(A/B 가 되는 이유), `agroal_*` 지표 목록, **기준선 70ms / 66ms** |
| `02-delay-injected.txt` | 첫 시도 실패 — **`Cannot find device "eth0"`** (Debian 은 `enp1s0`) |
| `03-flannel-injection.txt` | **성공**`flannel.1` 에 걸어야 파드 IP 가 보인다. netem `Sent 150 pkt` 로 검증. **k0=41ms vs k1=1872ms** |
| `04-pool-under-load.txt` | 동시 20건 — 응답이 1.9초에서 **22.2초**까지 계단. `blocking_time_max=20000ms`, `max_used_count=19`, **readiness 프로브 타임아웃** |
| `05-recovery.txt` | 해제 즉시 43ms / 51ms 회복. **낙관적 락 충돌 0건**(예측 빗나감) |
| `a6-connection-pool-blocking.png` | Grafana — `agroal_blocking_time_max_milliseconds` |
## 핵심 네 줄
1. **200ms 가 1,872ms 가 된다.** 로그인 트랜잭션의 왕복이 9번이라 지연이 곱해진다.
2. **동시 부하에서 22초까지 늘어난다.** 커넥션 풀 큐잉으로 한 번 더 곱해진다.
3. **헬스체크도 같은 줄에 선다** — 프로브가 타임아웃되어 노드가 로드밸런서에서 빠지고, 남은 노드로 부하가 몰린다.
4. **낙관적 락 충돌은 없었다.** 로그인은 새 행을 만들 뿐 같은 행을 다투지 않는다 — B-3 의 영역.
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=== 비교를 위해 세션을 비운다 ===
DELETE 151
=== volatile 모드로 전환 ===
namespace/keycloak-lab unchanged
secret/keycloak-lab-secrets configured
persistentvolumeclaim/postgres-data unchanged
deployment.apps/postgres unchanged
service/postgres unchanged
statefulset.apps/keycloak configured
service/keycloak-headless unchanged
service/keycloak unchanged
ingress.networking.k8s.io/keycloak unchanged
Waiting for 1 pods to be ready...
partitioned roll out complete: 2 new pods have been updated...
=== [검증] 정말 꺼졌는가 ===
["start","--features-disabled=persistent-user-sessions"]
@@ -0,0 +1,15 @@
keycloak-0=10.42.1.94 keycloak-1=10.42.0.45
=== [A-0 재실행] keycloak-0 에만 로그인 5회 → 캐시가 어디에 담기는가 ===
로그인완료
keycloak-0 sessions 캐시 5.0 건
keycloak-1 sessions 캐시 0.0 건
=== DB 에는 들어갔는가 (persistent 였을 때는 5건이 들어갔다) ===
offline_flag | count
--------------+-------
(0 rows)
=== 교차 노드 세션은 되는가 ===
keycloak-0 로그인 → keycloak-1 에서 refresh HTTP 200
@@ -0,0 +1,13 @@
=== [A-8 재실행] 재시작 전 로그인 ===
sid = aVwYnzKZFFvMqD3bpSeiILuM
=== 롤링 재시작 ===
statefulset.apps/keycloak restarted
partitioned roll out complete: 2 new pods have been updated...
=== ★ 재시작 전 토큰이 아직 통하는가 (persistent 였을 때는 200) ===
keycloak-0 에서 refresh HTTP 400
--- 오류 본문 ---
{"error":"invalid_grant","error_description":"Session not active"}
=== 캐시 상태 ===
keycloak-1 sessions 캐시 1.0 건
@@ -0,0 +1,21 @@
=== [A-1 재실행] volatile 에서 7800 을 막으면 ===
keycloak-0=10.42.1.99 keycloak-1=10.42.0.46
[대조군] 차단 전 교차 노드 refresh
keycloak-1 에서 refresh HTTP 200
차단 적용 (A-5 에서 확인한 raw 테이블 방식, 양방향)
분단이 성립할 때까지 대기...
+25초 cluster_size(k0 k1) = [2.0 2.0 ]
+50초 cluster_size(k0 k1) = [1.0 ]
+75초 cluster_size(k0 k1) = [1.0 ]
+100초 cluster_size(k0 k1) = []
+125초 cluster_size(k0 k1) = [1.0 ]
+150초 cluster_size(k0 k1) = [1.0 ]
+175초 cluster_size(k0 k1) = [1.0 ]
+200초 cluster_size(k0 k1) = []
=== ★ 분단 상태에서 교차 노드 세션 (persistent 였을 때는 200) ===
keycloak-0 로그인 → keycloak-0 에서 refresh HTTP 200 ← 대조군
keycloak-0 로그인 → keycloak-1 에서 refresh HTTP 400 ← 시험군
--- 시험군 오류 본문 ---
{"error":"invalid_grant","error_description":"Session not active"}
@@ -0,0 +1,12 @@
차단 해제, 클러스터 재형성 대기...
=== [A-2 재실행] volatile 에서 DB 를 내리면 — 세션이 메모리에 있으니 살아남는가? ===
DB 정지 전 로그인 완료
deployment.apps/postgres scaled
postgres 정지
① 캐시를 가진 노드에서 refresh HTTP 500
② 새 로그인 HTTP 200
=== DB 복구 후 원복 ===
deployment.apps/postgres scaled
deployment "postgres" successfully rolled out
@@ -0,0 +1,12 @@
=== persistent 모드로 원복 ===
statefulset.apps/keycloak configured
partitioned roll out complete: 2 new pods have been updated...
=== [검증] persistent 로 돌아왔는가 — 로그인 후 DB 에 행이 생기는가 ===
["start"]
로그인
DB 온라인 세션: 1 건 (1 이면 persistent 복귀)
keycloak-0 1/1 Running 0 67s
keycloak-1 1/1 Running 0 89s
postgres-7b474b88c8-t6rrf 1/1 Running 0 2m8s
외부 진입점 HTTP 200
@@ -0,0 +1,23 @@
# A-7 — volatile 모드 비교 증거
2026-09-04 13:4514:15 KST
해설: [`docs/experiment-a7-volatile-comparison.md`](../../experiment-a7-volatile-comparison.md)
| 파일 | 무엇을 보여주는가 |
|---|---|
| `01-switch-to-volatile.txt` | `--features-disabled=persistent-user-sessions` 적용, args 확인 |
| `02-a0-rerun.txt` | **DB 0건**인데 교차 노드 refresh `200` — 경로가 DB 에서 클러스터로 바뀌었다 |
| `03-a8-rerun-restart.txt` | **롤링 재시작 후 `400 Session not active`** — persistent 에서는 `200` 이었다 |
| `04-a1-rerun-partition.txt` | **7800 차단 시 교차 노드 `400`** — persistent 에서는 `200`. 대조군(같은 노드)은 `200` 유지 |
| `05-a2-rerun-db-loss.txt` | DB 정지 중 **새 로그인 `200`**(persistent 에서는 500), refresh 는 `500` |
| `06-restore-persistent.txt` | 원복 확인 — `args: ["start"]`, 로그인 후 DB 1건, 외부 200 |
## 뒤집힌 결과
| 실험 | persistent | volatile |
|---|---|---|
| A-1 7800 차단 후 교차 refresh | `200` | **`400`** |
| A-8 롤링 재시작 후 refresh | `200` | **`400`** |
| A-2 DB 정지 중 새 로그인 | `500` | **`200`** |
**같은 주입, 같은 관측, 정반대 결과.** A층 전체가 버전 조건부임을 보여주는 대조군이다.
@@ -0,0 +1,17 @@
=== [1] 재시작 전 로그인 — 토큰을 파드 안에 보관 ===
sid = XLcgQWRiJrTkuNZcJsNeT_2j
DB 세션 수: 151
=== [2] 롤링 재시작 중 가용성 — 5초 간격으로 외부 진입점 확인 ===
statefulset.apps/keycloak restarted
200 Waiting for partitioned roll out to finish: 0 out of 2 new pods have been updated...
Waiting for 1 pods to be ready...
Waiting for 1 pods to be ready...
Waiting for 1 pods to be ready...
200 200 200 200 Waiting for partitioned roll out to finish: 1 out of 2 new pods have been updated...
Waiting for 1 pods to be ready...
Waiting for 1 pods to be ready...
Waiting for 1 pods to be ready...
200 200 200 200 partitioned roll out complete: 2 new pods have been updated...
(위 숫자열이 재시작 중 외부 응답 코드의 시계열)
@@ -0,0 +1,19 @@
=== [3] 재시작 전 발급한 refresh token 이 아직 통하는가 ===
대상 sid: XLcgQWRiJrTkuNZcJsNeT_2j
keycloak-0 에서 refresh HTTP 200
=== [4] DB 에 그 세션이 남아 있는가 ===
user_session_id | created_on | last_session_refresh
--------------------------+------------+----------------------
XLcgQWRiJrTkuNZcJsNeT_2j | 1788495513 | 1788495577
(1 row)
전체 온라인 세션: 151 (재시작 전 151)
=== [5] 캐시는 어떻게 되었는가 ===
keycloak-0 sessions 캐시 0.0 건 / cluster_size 2.0
keycloak-1 sessions 캐시 1.0 건 / cluster_size 2.0
=== [6] 파드 나이 — 정말 재시작되었나 ===
keycloak-0 1/1 Running 0 44s
keycloak-1 1/1 Running 0 66s
@@ -0,0 +1,16 @@
# A-8 — 롤링 재시작 증거
2026-09-04 13:3813:41 KST
해설: [`docs/experiment-a8-rolling-restart.md`](../../experiment-a8-rolling-restart.md)
| 파일 | 무엇을 보여주는가 |
|---|---|
| `01-restart-availability.txt` | 재시작 전 로그인(sid 기록), 롤링 재시작 중 외부 진입점 **9회 모두 `200`** |
| `02-session-survival.txt` | 재시작 전 토큰으로 refresh **`200`**, DB 행 생존(`last_session_refresh` 갱신 확인), **세션 수 151 → 151**, 캐시 0으로 초기화, 파드 나이 44초/66초 |
| `a8-cache-reset-cluster-reformed.png` | Grafana — 세션 캐시가 0 으로 떨어지고 `cluster_size` 가 다시 2 가 되는 구간 |
## 핵심 세 줄
1. **무중단이었다.** 한 번에 하나씩 내리고 readiness 가 전환을 맞춰준다 — replica ≥ 2 가 전제.
2. **세션은 살아남고 캐시만 사라진다.** DB 151건 그대로, 재시작 전 토큰이 그대로 통한다.
3. **이것이 `persistent-user-sessions` 를 켜는 진짜 이유다.** A-7(volatile)에서 정반대가 나와야 한다.
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=== 배포 전 자원 ===
Mem: 11648 7329 280 4 4377 4319
NAME CPU(cores) CPU(%) MEMORY(bytes) MEMORY(%)
kc-lab-1 115m 5% 2192Mi 44%
kc-lab-2 121m 6% 1324Mi 33%
=== 배포 ===
secret/bff-secrets created
deployment.apps/redis created
service/redis created
deployment.apps/bff created
service/bff created
ingress.networking.k8s.io/bff created
deployment "redis" successfully rolled out
Waiting for deployment "bff" rollout to finish: 1 of 2 updated replicas are available...
deployment "bff" successfully rolled out
bff-574c6d658b-8cz4x true kc-lab-1
bff-574c6d658b-zpkbp true kc-lab-2
redis-568bd7c4-5c5vc true kc-lab-2
@@ -0,0 +1,13 @@
=== B-0: 자동구성이 실제로 고른 구현체 ===
Q1 확인한 사실: "코드에 저장소를 직접 생성하는 Bean 이 없기 때문에,
어떤 구현체가 실제로 사용되는지는 자동구성 결과까지 확인해야 정확하게 알 수 있다"
File "<stdin>", line 9
print(f" {name:46} {t.rsplit(\".\",1)[-1]}")
^
SyntaxError: unexpected character after line continuation character
=== HttpSession 은 어디에 있는가 (서블릿 컨테이너 기본) ===
=== 외부 진입점 ===
https://app1.hyeonworks.com/ HTTP 200
@@ -0,0 +1,29 @@
=== B-0 — 자동구성이 실제로 고른 구현체 ===
컨텍스트: keycloak-bff
전체 빈 수: 321
--- 세션 · 토큰 저장소 관련 ---
authorizedClientManager -> AuthorizedClientServiceOAuth2AuthorizedClientManager
authorizedClientManagerRegistrar -> OAuth2ClientConfiguration$OAuth2AuthorizedClientManagerRegistrar
authorizedClientRepository -> AuthenticatedPrincipalOAuth2AuthorizedClientRepository
authorizedClientService -> InMemoryOAuth2AuthorizedClientService
org.springframework.boot.autoconfigure.security.oauth2.client.OAuth2ClientConfigurations$OAuth2AuthorizedClientServiceConfiguration -> OAuth2ClientConfigurations$OAuth2AuthorizedClientServiceConfiguration
org.springframework.security.config.annotation.web.configuration.OAuth2ClientConfiguration$OAuth2AuthorizedClientManagerConfiguration -> OAuth2ClientConfiguration$OAuth2AuthorizedClientManagerConfiguration
--- OAuth2 클라이언트 관련 전체 ---
authorizedClientManager -> AuthorizedClientServiceOAuth2AuthorizedClientManager
authorizedClientManagerRegistrar -> OAuth2ClientConfiguration$OAuth2AuthorizedClientManagerRegistrar
authorizedClientRepository -> AuthenticatedPrincipalOAuth2AuthorizedClientRepository
authorizedClientService -> InMemoryOAuth2AuthorizedClientService
clientRegistrationRepository -> InMemoryClientRegistrationRepository
org.springframework.boot.autoconfigure.security.oauth2.client.OAuth2ClientAutoConfiguration -> OAuth2ClientAutoConfiguration
org.springframework.boot.autoconfigure.security.oauth2.client.OAuth2ClientConfigurations$ClientRegistrationRepositoryConfiguration -> OAuth2ClientConfigurations$ClientRegistrationRepositoryConfiguration
org.springframework.boot.autoconfigure.security.oauth2.client.OAuth2ClientConfigurations$OAuth2AuthorizedClientServiceConfiguration -> OAuth2ClientConfigurations$OAuth2AuthorizedClientServiceConfiguration
org.springframework.boot.autoconfigure.security.oauth2.client.servlet.OAuth2ClientWebSecurityAutoConfiguration -> OAuth2ClientWebSecurityAutoConfiguration
org.springframework.security.config.annotation.web.configuration.OAuth2ClientConfiguration -> OAuth2ClientConfiguration
org.springframework.security.config.annotation.web.configuration.OAuth2ClientConfiguration$OAuth2AuthorizedClientManagerConfiguration -> OAuth2ClientConfiguration$OAuth2AuthorizedClientManagerConfiguration
org.springframework.security.config.annotation.web.configuration.OAuth2ClientConfiguration$OAuth2ClientWebMvcSecurityConfiguration -> OAuth2ClientConfiguration$OAuth2ClientWebMvcSecurityConfiguration
spring.security.oauth2.client-org.springframework.boot.autoconfigure.security.oauth2.client.OAuth2ClientProperties -> OAuth2ClientProperties
--- Redis / Spring Session 이 구성되었는가 ---
★ 없음 — Redis 도 Spring Session 도 구성되지 않았다
@@ -0,0 +1,18 @@
# B-0 — BFF·Redis 배포와 자동구성 확인 증거
2026-09-04 14:2014:50 KST
해설: [`docs/experiment-b0-bff-redis-deploy.md`](../../experiment-b0-bff-redis-deploy.md)
| 파일 | 무엇을 보여주는가 |
|---|---|
| `01-deploy.txt` | 배포 전 자원, Redis·BFF 롤아웃, 두 노드에 하나씩 배치됨 |
| `02-autoconfiguration.txt` | 첫 조회 시도(파싱 실패)와 **외부 진입점 `HTTP 200`** |
| `03-beans-analysis.txt` | **B-0 의 답**`InMemoryOAuth2AuthorizedClientService`, `AuthenticatedPrincipalOAuth2AuthorizedClientRepository`, **Redis·Spring Session 없음** |
| `b0-bff-login-success-single-replica.png` | replica 1 에서 로그인 성공한 BFF 화면 |
| `b0-bff-token-boundary.png` | `/bff/token-boundary``principal: labuser`, `accessTokenStoredOnServer: true`, **`browserTokenCount: 0`** |
## 핵심 세 줄
1. **`AuthenticatedPrincipalOAuth2AuthorizedClientRepository`** — 조회 키가 principal 이고 session ID 가 없다. Q1·Q3 문제의 기제가 이 빈 하나에 있다.
2. **Redis 를 붙여도 그건 안 고쳐진다.** 저장소 공유와 조회 키는 다른 문제다.
3. **replica 2개에서는 로그인 자체가 실패한다.** 인가 코드 흐름의 왕복 두 번이 같은 인스턴스로 가야 하는데, 인가 요청이 인스턴스 메모리에 있다.
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# A-6 — 끊기지 않고 느려지기만 하면 어떻게 되는가
브랜치 `feature/keycloak-a6-latency-injection` ·
증거 [`docs/evidence/a6-latency-injection/`](evidence/a6-latency-injection/) ·
2026-09-04 13:1013:35 KST
**실제 장애의 대부분은 완전 사망이 아니라 느려짐이다.** 그리고 느려짐은
사망보다 진단하기 어렵다 — 헬스체크가 통과하기 때문이다.
---
## 0. 결론부터
| 측정 | 값 |
|---|---|
| 주입한 네트워크 지연 | **200 ms** |
| 로그인 응답 시간 | **66 ms → 1,872 ms (28배)** |
| 동시 20건에서 최대 응답 | **22.2 초** |
| 커넥션 획득 대기 최대 | **20,000 ms** |
| readiness 프로브 | **타임아웃으로 실패** |
**200밀리초가 22초가 됐다.** 지연은 **왕복 횟수만큼 곱해지고**, 커넥션 풀에서
**한 번 더 곱해진다.**
---
## 1. 설계 — 한 실험에서 A/B 가 되는 배치
```
kc-lab-2 kc-lab-1
┌──────────────────┐ ┌──────────────────┐
│ postgres │ │ keycloak-1 │
│ keycloak-0 │ │ │
│ └─ cni0 로 직행 │◀─ VXLAN ──▶│ └─ 오버레이 경유 │
└──────────────────┘ └──────────────────┘
지연 없음 여기만 느려진다
```
**postgres 가 보내는 패킷만** 지연시키면 `keycloak-1` 의 DB 접근만 느려지고
`keycloak-0` 은 그대로다. **대조군이 같은 실험 안에 있다.**
기준선은 거의 같았다.
```
keycloak-0 평균 70 ms
keycloak-1 평균 66 ms
```
---
## 2. 주입을 두 번 실패했다
### 실패 ① — `eth0` 이라는 인터페이스가 없다
```bash
ssh kc-lab-2 'sudo tc qdisc add dev eth0 root handle 1: prio'
```
```
Cannot find device "eth0"
```
Debian 클라우드 이미지는 **예측 가능한 인터페이스 이름**을 쓴다.
```
enp1s0 UP 52:54:00:aa:bb:12
```
`en` (ethernet) + `p1` (PCI bus 1) + `s0` (slot 0). 이름이 하드웨어 위치에서
나오므로 **NIC 순서가 바뀌어도 이름이 안 바뀐다.**
### 실패 ② — `enp1s0` 에서는 **파드 IP 가 보이지 않는다**
여기가 핵심이다. 노드 간 파드 통신은 **flannel VXLAN 으로 캡슐화**된다.
```
원래 패킷: src=10.42.1.76(postgres) dst=10.42.0.42(keycloak-1)
▼ flannel.1 에서 캡슐화
실제 패킷: src=192.168.122.12(노드) dst=192.168.122.11(노드) UDP 8472
└─ 안쪽에 원래 패킷이 통째로 들어 있다
enp1s0 로 나간다
```
**`enp1s0` 에서 `match ip src 10.42.1.76` 은 절대 일치하지 않는다.**
그 IP 는 페이로드 안에 있고, 헤더에는 노드 IP 만 있다.
### 성공 — `flannel.1` 에 건다
```bash
ssh kc-lab-2 '
sudo tc qdisc add dev flannel.1 root handle 1: prio
sudo tc qdisc add dev flannel.1 parent 1:3 handle 30: netem delay 200ms
sudo tc filter add dev flannel.1 protocol ip parent 1:0 prio 3 \
u32 match ip src 10.42.1.76/32 flowid 1:3'
```
**`flannel.1` 은 캡슐화 직전 단계**이므로 여기서는 파드 IP 가 보인다.
### 검증 — 카운터로 확인한다
```
qdisc netem 30: parent 1:3 limit 1000 delay 200ms
Sent 18388 bytes 150 pkt (dropped 0, overlimits 0 requeues 0)
───────
실제로 지연 밴드를 통과했다
```
> **A-1·A-5 와 같은 교훈이 세 번째로 나왔다.**
> 주입을 넣은 것과 걸린 것은 다르다. **카운터를 봐야 한다.**
### 개념 — `tc` 의 계층 구조
```
qdisc (큐 규율) 인터페이스에 붙는 패킷 스케줄러
├─ prio 우선순위 밴드 3개로 나눈다
│ ├─ 1:1 (기본)
│ ├─ 1:2 (기본)
│ └─ 1:3 ← 여기에 netem 을 붙인다
└─ filter 어떤 패킷을 어느 밴드로 보낼지
```
`netem` 을 root 에 바로 붙이면 **모든 트래픽**이 느려진다.
`prio` + `filter` 를 쓰면 **고른 트래픽만** 느려진다.
---
## 3. 결과 — 지연은 곱해진다
```
=== 두 노드 지연 비교 (기준선: k0=70ms k1=66ms) ===
keycloak-0 평균 41 ms 최대 57 ms ← 영향 없음
keycloak-1 평균 1872 ms 최대 1887 ms ← 28배
```
### 왜 200ms 가 1,872ms 가 되는가
A-0 에서 잡은 로그인 트랜잭션의 SQL 이 답이다.
```
BEGIN
select ... from OFFLINE_USER_SESSION ...
select VERSION ... for no key update skip locked
select ... from OFFLINE_CLIENT_SESSION ...
select VERSION ... for no key update skip locked
insert into OFFLINE_USER_SESSION ...
insert into OFFLINE_CLIENT_SESSION ...
SET LOCAL synchronous_commit TO OFF
COMMIT
```
**왕복이 아홉 번이다.**
```
200 ms × 9 왕복 ≈ 1,800 ms 실측 1,872 ms
```
> **네트워크 지연은 왕복 횟수만큼 증폭된다.**
> "DB 가 200ms 느려졌다"는 "애플리케이션이 200ms 느려졌다"가 아니다.
> **쿼리 수를 줄이는 것이 지연 환경에서 결정적인 이유**가 이것이다.
---
## 4. 동시 부하 — 여기서 진짜 고장이 난다
동시 20건을 `keycloak-1` 에 보냈다.
```
200 1.911 200 1.913 200 1.958 200 1.981
200 3.441 200 4.841 200 6.257 200 7.704
200 9.104 200 10.539 200 11.951 200 13.351
200 14.785 200 16.189 200 17.625 200 19.053
200 20.495 200 21.905 200 22.228 200 22.230
```
**전부 성공(200)했지만 응답 시간이 1.9초에서 22.2초까지 계단으로 늘어난다.**
```
1.9 → 3.4 → 4.8 → 6.2 → 7.7 → 9.1 → 10.5 → ...
──── ──── ──── ────
약 1.4초 간격 — 앞 요청이 커넥션을 놓아줄 때까지 줄을 선다
```
**전형적인 큐잉이다.** 커넥션 수는 유한하고, 각 요청이 커넥션을 1.9초씩
붙잡고 있으므로 뒤에 온 요청은 그만큼 기다린다.
### 커넥션 풀 지표가 증언한다
```
agroal_blocking_time_max_milliseconds 20000.0 ← 20초를 기다린 요청이 있다
agroal_blocking_time_average_milliseconds 281.0
agroal_max_used_count 19.0 ← 풀이 19개까지 늘었다
agroal_acquire_count_total 672.0
agroal_active_count 0.0 ← 부하가 끝나 지금은 0
```
![커넥션 획득 대기 시간](evidence/a6-latency-injection/a6-connection-pool-blocking.png)
### 그리고 헬스체크가 무너진다
```
Warning Unhealthy pod/keycloak-1 Readiness probe failed:
Get "http://10.42.0.42:9000/health/ready": context deadline exceeded
```
**readiness 프로브 자체가 타임아웃됐다.**
### 연쇄 고장의 모양
```
DB 가 느려진다
요청이 커넥션을 오래 붙잡는다
커넥션 풀이 고갈된다
새 요청이 줄을 선다 (최대 20초)
헬스체크도 줄에 선다 → 타임아웃 → NotReady
그 노드가 로드밸런서에서 빠진다
★ 남은 노드로 트래픽이 몰린다 → 그 노드도 같은 길을 간다
```
**마지막 화살표가 무서운 부분이다.** 느려짐은 **전파된다.**
A-2(DB 완전 정지)는 즉시 503 으로 드러나 오히려 명확했지만,
**느려짐은 살아 있는 노드를 하나씩 무너뜨린다.**
---
## 5. 빗나간 예측 — 낙관적 락 충돌은 늘지 않았다
계획서에 이렇게 적었다.
> **낙관적 락 충돌 증가** — 트랜잭션이 길어져 `VERSION` 충돌이 늘어야 한다
```
관련 로그 줄수: 0
```
**하나도 없었다.** 이유가 명확하다.
```
로그인 → 매번 새 세션 행을 INSERT → 다툴 상대가 없다
refresh → 같은 세션 행을 UPDATE → 여기서 다툰다
```
**충돌은 같은 행을 동시에 고칠 때만 일어난다.** 로그인 부하로는 재현되지
않는다. 이건 **B-3(refresh 토큰 경쟁)의 영역**이며, 거기서 지연을 함께 주면
충돌률이 올라갈 것이다.
> 예측을 적어두지 않았다면 "충돌이 없네" 하고 넘어갔을 것이다.
> **빗나간 예측이 다음 실험의 설계를 정해준다.**
---
## 6. 복구
```bash
ssh kc-lab-2 'sudo tc qdisc del dev flannel.1 root'
```
```
keycloak-0 평균 43 ms
keycloak-1 평균 51 ms ← 즉시 정상
```
**파드 재시작 없이 즉시 회복.** 커넥션 풀도 스스로 정상화됐다.
---
## 7. 운영에 주는 것
| 알게 된 것 | 함의 |
|---|---|
| 지연은 **왕복 횟수만큼 곱해진다** | DB 지연 대책은 "쿼리 수 줄이기"가 먼저다 |
| 커넥션 풀에서 **한 번 더 곱해진다** | 풀 크기와 타임아웃이 장애 반경을 정한다 |
| **헬스체크도 줄에 선다** | 프로브 타임아웃이 풀 대기보다 짧아야 격리가 제때 된다 |
| 느려짐은 **전파된다** | 노드를 빼면 남은 노드가 더 빨리 무너진다 |
| `up` 도 readiness 도 **늦게 반응** | **응답 시간 분포(p95/p99)를 봐야 한다** |
### 이 실험대에 없는 알림
지금 관측 스택에는 **지연 분포 지표가 없다.** `agroal_blocking_time_*`
있지만 히스토그램이 아니라 평균/최대뿐이다.
```promql
# 있으면 좋았을 것
histogram_quantile(0.99, rate(http_server_requests_seconds_bucket[5m]))
```
**A-2 에서 `kube-state-metrics` 가 빠진 것을 찾았고, 여기서는 응답 시간
히스토그램이 빠진 것을 찾았다.** 둘 다 보완 항목이다.
---
## 8. 재현 절차 (명령어)
```bash
# 1. 인터페이스 이름 확인 — eth0 이 아니다
ssh kc-lab-2 'ip -brief link show | grep -E "flannel|cni|enp"'
# 2. 오버레이 인터페이스에 건다 (enp1s0 에서는 파드 IP 가 안 보인다)
ssh kc-lab-2 '
sudo tc qdisc add dev flannel.1 root handle 1: prio
sudo tc qdisc add dev flannel.1 parent 1:3 handle 30: netem delay 200ms
sudo tc filter add dev flannel.1 protocol ip parent 1:0 prio 3 \
u32 match ip src <postgres 파드IP>/32 flowid 1:3'
# 3. 걸렸는지 카운터로 확인 — Sent 가 0 이면 해석 금지
ssh kc-lab-2 'sudo tc -s qdisc show dev flannel.1 | grep -A2 netem'
# 4. 단일 요청 지연 (대조군은 같은 노드의 keycloak-0)
kubectl -n keycloak-lab run t --rm -i --restart=Never --image=curlimages/curl:8.11.1 \
--command -- curl -s -o /dev/null -w '%{time_total}\n' -X POST http://<pod>:8080/realms/master/protocol/openid-connect/token ...
# 5. 동시 부하로 풀 고갈 재현
# ( curl ... ) & 를 20개 띄우고 wait
# 6. 풀 지표
curl -s http://<pod>:9000/metrics | grep -E '^agroal_(blocking_time|max_used|awaiting)'
# 7. 해제
ssh kc-lab-2 'sudo tc qdisc del dev flannel.1 root'
```
---
## 9. 다음 실험에 남기는 것
| 실험 | 이 실험이 준 것 |
|---|---|
| **B-3** refresh 경쟁 | **지연을 함께 주면 낙관적 락 충돌이 재현될 것** — 여기서는 안 됐다 |
| **B-1** 저장소 지연 (Q3 제약) | 같은 기법을 Redis 앞에 쓴다 |
| 관측 보완 | **응답 시간 히스토그램**이 없다 |
| 구성 | **프로브 타임아웃 < 커넥션 풀 대기**여야 격리가 제때 된다 |
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# A-7 — 옛 방식(volatile)이었다면 무엇이 달라지는가
브랜치 `feature/keycloak-a7-volatile-comparison` ·
증거 [`docs/evidence/a7-volatile-comparison/`](evidence/a7-volatile-comparison/) ·
2026-09-04 13:4514:15 KST
**A층의 결론 전체가 "Keycloak 26 기본값"이라는 전제 위에 있다.**
전제를 뒤집어 같은 실험을 반복한 것이 이 실험이다.
---
## 0. 결론부터 — 비교표
| 실험 | persistent (KC 26 기본) | **volatile (KC 24 이전 방식)** |
|---|---|---|
| **A-0** 세션 저장 위치 | DB 에 행이 생긴다 | **DB 0건.** 메모리에만 |
| **A-1** 7800 차단 후 교차 노드 refresh | **`200`** — 안 깨진다 | **`400 Session not active`** — 깨진다 |
| **A-8** 롤링 재시작 후 refresh | **`200`** — 세션 생존 | **`400 Session not active`** — 전원 로그아웃 |
| **A-2** DB 정지 중 새 로그인 | `500` | **`200`** — 된다 |
| A-2 DB 정지 중 refresh | `500` | `500` |
**세 개가 정반대로 뒤집혔다.** 예측한 그대로다.
> **"세션 공유는 7800 을 안 탄다"는 A-1 의 결론은 버전에 달린 사실이다.**
> 인터넷 자료 대부분이 24 이전 기준이므로 **거기서는 통념이 맞다.**
> 틀린 것은 자료가 아니라 **버전을 확인하지 않고 적용하는 것**이다.
---
## 1. 전환 방법
```bash
# 이 버전에서 끌 수 있는지부터 확인한다
kubectl -n keycloak-lab exec keycloak-0 -- /opt/keycloak/bin/kc.sh build --help-all \
| tr ',' '\n' | grep -i persistent
# persistent-user-sessions[:v1] ← 목록에 있다
```
```yaml
# deploy/lab/k8s/keycloak-cluster.yaml
args: ["start", "--features-disabled=persistent-user-sessions"]
```
```bash
kubectl apply -f deploy/lab/k8s/keycloak-cluster.yaml
kubectl -n keycloak-lab rollout status statefulset/keycloak --timeout=500s
```
**빌드 옵션이므로 기동 시 재빌드가 일어나 평소보다 오래 걸린다.**
---
## 2. A-0 재실행 — 세션이 DB 에 안 들어간다
```
=== keycloak-0 에만 로그인 5회 ===
keycloak-0 sessions 캐시 5.0 건
keycloak-1 sessions 캐시 0.0 건
=== DB 에는 들어갔는가 (persistent 였을 때는 5건) ===
offline_flag | count
--------------+-------
(0 rows) ← 0 건
=== 교차 노드 세션은 되는가 ===
keycloak-0 로그인 → keycloak-1 에서 refresh HTTP 200
```
**DB 는 비어 있는데 교차 노드가 된다.** persistent 때와 겉보기 결과가 같지만
**경로가 완전히 다르다** — 이제는 DB 가 아니라 **클러스터를 타고** 있다.
> 캐시 엔트리 수가 `5 / 0` 인 것은 persistent 때와 같다.
> `approximate_entries_unique` 는 **그 노드가 소유한 엔트리**만 세므로,
> 백업본을 들고 있어도 0 으로 보인다. **이 지표만으로는 두 모드를 구분할 수
> 없다** — 구분하려면 7800 을 끊어봐야 한다. 그게 다음 절이다.
---
## 3. A-1 재실행 — **정반대다**
A-5 에서 확립한 `raw` 테이블 양방향 차단을 그대로 썼다.
```
[대조군] 차단 전 교차 노드 refresh HTTP 200
차단 적용 → 분단 성립
+25초 cluster_size(k0 k1) = [2.0 2.0]
+50초 cluster_size(k0 k1) = [1.0 ...] ← 갈라졌다
=== 분단 상태에서 ===
keycloak-0 로그인 → keycloak-0 에서 refresh HTTP 200 ← 대조군
keycloak-0 로그인 → keycloak-1 에서 refresh HTTP 400 ← 시험군
{"error":"invalid_grant","error_description":"Session not active"}
```
**대조군이 200 인 것이 중요하다.** 차단이 모든 것을 망가뜨린 게 아니라
**교차 노드만** 끊었다는 증거다.
```
persistent : 세션 ── PostgreSQL ──▶ 양쪽이 본다 7800 무관
volatile : 세션 ── 클러스터(7800) ─▶ 상대에게 간다 7800 필수
```
**같은 주입, 같은 관측, 정반대 결과.** 이 한 쌍이 A층 전체의 근거다.
---
## 4. A-8 재실행 — 배포가 곧 로그아웃
```
=== 재시작 전 로그인 ===
sid = aVwYnzKZFFvMqD3bpSeiILuM
=== 롤링 재시작 ===
partitioned roll out complete: 2 new pods have been updated...
=== ★ 재시작 전 토큰이 아직 통하는가 (persistent 였을 때는 200) ===
keycloak-0 에서 refresh HTTP 400
{"error":"invalid_grant","error_description":"Session not active"}
```
**배포할 때마다 전원 로그아웃된다.**
| | persistent | volatile |
|---|---|---|
| 배포 | 자유롭다 | **모든 사용자가 다시 로그인** |
| 파드 재시작 (OOM, 노드 교체) | 무해 | **그 노드가 처리하던 세션 소멸** |
| 무중단 여부 | 무중단 (A-8) | 접속은 되지만 **로그인 상태가 사라진다** |
> **A-8 에서 "이것이 persistent 를 켜는 진짜 이유"라고 썼는데, 여기서 증명된다.**
> 24 이전 버전을 쓰는 곳에서 "배포하면 로그아웃된다"가 당연하게 여겨졌던 이유다.
---
## 5. A-2 재실행 — 예상 못 한 비대칭
```
① 캐시를 가진 노드에서 refresh HTTP 500
② 새 로그인 HTTP 200 ← persistent 에서는 500 이었다
```
**새 로그인은 되는데 refresh 가 안 된다.** 순서가 거꾸로다.
### 왜 새 로그인이 되는가
```
로그인에 필요한 것
├─ realm 설정 → Infinispan `realms` 캐시에 있다
├─ 사용자 자격 → `users` 캐시에 있다
└─ 세션 저장 → volatile 이므로 메모리
→ DB 없이 완결된다
```
**A-2 에서 persistent 로 했을 때 로그인이 실패한 이유는 "세션을 DB 에 써야
해서"였다.** 그 쓰기가 없어지니 로그인이 통과한다.
### refresh 가 500 인 이유 — 가설
**측정은 확실하지만 원인은 확정하지 못했다.** 유력한 후보는
`REVOKED_TOKEN` 테이블이다 — refresh token 회전에서 **이미 쓴 토큰인지**
확인하려면 그 테이블을 봐야 하고, 그 경로는 캐시되지 않는다.
```
kubectl -n keycloak-lab exec deploy/postgres -- psql -U keycloak -d keycloak -c "\dt" | grep revoked
public | revoked_token | table | keycloak
```
**확정하려면 A-3 에서 쓴 문장 로깅을 켜고 다시 재현해야 한다.** 여기서는
**가설로 남긴다.**
> **volatile 이 "DB 없이 돌아간다"는 뜻은 아니다.**
> realm·사용자·클라이언트·취소 토큰은 **여전히 DB 에 있다.**
> 세션만 메모리로 옮긴 것이다.
---
## 6. 원복
```bash
# args 를 되돌린다
args: ["start"]
kubectl apply -f deploy/lab/k8s/keycloak-cluster.yaml
```
```
=== [검증] persistent 로 돌아왔는가 ===
["start"]
DB 온라인 세션: 1 건 (로그인 1회 후 → persistent 복귀 확인)
외부 진입점 HTTP 200
```
**전환 자체는 설정 한 줄이고 되돌리기도 한 줄이다.** 다만 전환 시점에
**기존 세션은 전부 사라진다** (저장 위치가 바뀌므로).
---
## 7. 개념
### 두 모드의 데이터 흐름
```
persistent (KC 25+, 26 기본)
로그인 ──▶ PostgreSQL (진실) + 로컬 캐시 (사본)
조회 ──▶ 캐시에 없으면 DB
공유 ──▶ 같은 DB 를 보는 것
volatile (KC 24 이전)
로그인 ──▶ Infinispan (진실)
조회 ──▶ 클러스터에서 찾는다
공유 ──▶ 7800 을 통한 복제
```
### 무엇을 맞바꾸는가
| | persistent | volatile |
|---|---|---|
| 재시작 내구성 | **있다** | 없다 |
| 7800 의존 | 낮다 (무효화만) | **높다 (세션 자체)** |
| DB 부하 | **로그인·refresh 마다 쓰기** | 세션 관련 없음 |
| 노드 확장 | DB 가 병목 | **복제 트래픽이 N² 로 증가** |
| 지연 민감도 | **DB 왕복에 민감** (A-6) | 클러스터 왕복에 민감 |
**26 이 기본을 바꾼 이유가 이 표에 있다** — 운영에서 가장 아픈 것이
"배포하면 로그아웃"이었기 때문이다.
---
## 8. 재현 절차 (명령어)
```bash
# 1. 끌 수 있는지 확인
kubectl -n keycloak-lab exec keycloak-0 -- /opt/keycloak/bin/kc.sh build --help-all \
| tr ',' '\n' | grep -i persistent
# 2. 세션을 비우고 전환 (비교 기준을 맞추기 위해)
kubectl -n keycloak-lab exec deploy/postgres -- psql -U keycloak -d keycloak \
-c "delete from offline_user_session"
# args: ["start", "--features-disabled=persistent-user-sessions"]
kubectl apply -f deploy/lab/k8s/keycloak-cluster.yaml
kubectl -n keycloak-lab rollout status statefulset/keycloak --timeout=500s
# 3. volatile 확인 — 로그인 후 DB 가 비어 있어야 한다
kubectl -n keycloak-lab exec deploy/postgres -- psql -U keycloak -d keycloak \
-c "select offline_flag, count(*) from offline_user_session group by offline_flag"
# 4. A-1 / A-8 을 그대로 반복한다 (증거 파일 참조)
# 5. 원복
# args: ["start"]
kubectl apply -f deploy/lab/k8s/keycloak-cluster.yaml
```
---
## 9. 이 실험이 A층에 남기는 것
| | |
|---|---|
| **A-0~A-6 의 결론은 모두 "26 기본값" 조건부다** | 버전이 다르면 답이 다르다 |
| **A-1 이 통념과 어긋난 이유가 확정됐다** | 통념은 24 이전에서 맞다 |
| **버전 확인이 1순위** | `kc.sh --version` 을 먼저 본다 |
| **volatile 이 DB 독립을 뜻하지 않는다** | realm·사용자·취소 토큰은 여전히 DB |
### 미해결로 남긴 것
**volatile 에서 refresh 만 500 이 되는 이유**`REVOKED_TOKEN` 조회 가설을
세웠지만 확정하지 못했다. A-3 의 문장 로깅 기법으로 재현하면 답이 나온다.
+175
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# A-8 — 배포할 때마다 로그아웃되는가
브랜치 `feature/keycloak-a8-rolling-restart` ·
증거 [`docs/evidence/a8-rolling-restart/`](evidence/a8-rolling-restart/) ·
2026-09-04 13:3813:41 KST
**운영에서 가장 자주 겪는 일이다.** 장애가 아니라 정상 작업인데도
사용자가 로그아웃되면 그건 사고다.
---
## 0. 결론부터
| 확인 | 결과 |
|---|---|
| 재시작 중 서비스 중단 | **없음.** 전 구간 `200` |
| 재시작 전 발급한 refresh token | **여전히 통한다** (`200`) |
| DB 세션 수 | **151 → 151** 그대로 |
| 세션 캐시 | **0 으로 초기화** |
| 클러스터 | 자동 재형성 (`cluster_size = 2`) |
**세션은 살아남고 캐시만 사라진다.** 이것이 `persistent-user-sessions`
켜는 진짜 이유다.
---
## 1. 방법
```bash
# 1. 재시작 전 로그인 — 토큰을 상주 파드 안에 보관한다
kubectl -n keycloak-lab run a8-probe --image=curlimages/curl:8.11.1 \
--restart=Never --command -- sleep 3600
kubectl -n keycloak-lab exec a8-probe -- sh -c '<로그인 후 /tmp/rt, /tmp/sid 에 저장>'
# 2. 재시작하면서 5초 간격으로 외부 진입점을 찍는다
kubectl -n keycloak-lab rollout restart statefulset/keycloak
( for i in $(seq 1 48); do
curl -s -o /dev/null -w '%{http_code} ' --max-time 4 https://auth.hyeonworks.com/realms/master
sleep 5
done ) &
kubectl -n keycloak-lab rollout status statefulset/keycloak --timeout=420s
```
**탐침 파드가 StatefulSet 밖에 있어야** 재시작을 넘어 토큰을 들고 있을 수 있다.
---
## 2. 가용성 — 무중단이었다
```
statefulset.apps/keycloak restarted
200 Waiting for partitioned roll out to finish: 0 out of 2 new pods have been updated...
Waiting for 1 pods to be ready...
200 200 200 200 Waiting for partitioned roll out to finish: 1 out of 2 new pods have been updated...
Waiting for 1 pods to be ready...
200 200 200 200 partitioned roll out complete: 2 new pods have been updated...
```
**9번 찍어서 9번 다 `200`.** 한 번도 끊기지 않았다.
### 왜 무중단이 되는가
```
StatefulSet 롤링 재시작
├─ keycloak-1 종료 → Service 엔드포인트에서 빠짐
│ └─ 이 동안 keycloak-0 이 전부 받는다
├─ keycloak-1 기동 → readiness UP → 엔드포인트 복귀
└─ keycloak-0 종료 → ... (반복)
```
**한 번에 하나씩** 내리므로 항상 최소 하나는 Ready 다.
readiness 프로브가 이 전환을 정확히 맞춰준다 — A-2 에서 본 그 메커니즘이
여기서는 **정상 작업을 안전하게** 만든다.
> 다만 이 실험대는 **파드가 2개**다. replica 1 이면 반드시 끊긴다.
> 무중단은 공짜가 아니라 **replica ≥ 2 와 readiness 의 조합**이다.
---
## 3. 세션 생존
```
=== 재시작 전 발급한 refresh token 이 아직 통하는가 ===
대상 sid: XLcgQWRiJrTkuNZcJsNeT_2j
keycloak-0 에서 refresh HTTP 200
=== DB 에 그 세션이 남아 있는가 ===
user_session_id | created_on | last_session_refresh
--------------------------+------------+----------------------
XLcgQWRiJrTkuNZcJsNeT_2j | 1788495513 | 1788495577
전체 온라인 세션: 151 (재시작 전 151)
```
**`last_session_refresh``created_on` 보다 64초 뒤**다. 재시작 후의 refresh
가 **실제로 DB 에 기록**되었다는 뜻이다 — 응답 코드만 200 인 게 아니라
쓰기까지 정상이다.
**파드가 통째로 바뀌었는데(44초/66초 나이) 세션은 그대로다.**
---
## 4. 캐시는 사라진다
```
keycloak-0 sessions 캐시 0.0 건 / cluster_size 2.0
keycloak-1 sessions 캐시 1.0 건 / cluster_size 2.0
```
![캐시 초기화와 클러스터 재형성](evidence/a8-rolling-restart/a8-cache-reset-cluster-reformed.png)
**캐시는 프로세스 메모리이므로 재시작에 사라진다.** `keycloak-1` 의 1건은
방금 refresh 를 처리하며 새로 담은 것이다.
```
재시작 전: 캐시 N건 + DB 151건
재시작 후: 캐시 0건 + DB 151건 ← 진실은 DB 에 있다
```
**A-0 의 모델이 그대로 확인된다.** 캐시가 통째로 날아가도 정확성은 유지되고
**첫 접근만 느려진다** (룩어사이드 캐시의 성질).
---
## 5. 이것이 `persistent-user-sessions` 를 켜는 진짜 이유다
| | persistent (KC 26 기본) | volatile (KC 24 이전 방식) |
|---|---|---|
| 롤링 재시작 후 | **세션 유지** | **전원 로그아웃** |
| 배포 빈도 | 자유롭다 | 배포가 곧 사고다 |
| 대가 | DB 쓰기 (A-6 에서 본 지연) | 없음 |
**A-7 에서 volatile 로 바꿔 같은 실험을 반복하면 여기가 정반대가 될 것이다.**
그 비교가 이 실험의 짝이다.
---
## 6. 재현 절차 (명령어)
```bash
# 상주 탐침 (StatefulSet 밖에 있어야 한다)
kubectl -n keycloak-lab run a8-probe --image=curlimages/curl:8.11.1 \
--restart=Never --command -- sleep 3600
kubectl -n keycloak-lab wait --for=condition=Ready pod/a8-probe --timeout=120s
# 로그인하고 토큰 보관
kubectl -n keycloak-lab exec a8-probe -- sh -c \
'curl -s -X POST http://<pod>:8080/realms/master/protocol/openid-connect/token \
-d grant_type=password -d client_id=admin-cli -d username=admin -d password=<pw> > /tmp/tok'
# 재시작 + 가용성 감시
kubectl -n keycloak-lab rollout restart statefulset/keycloak
kubectl -n keycloak-lab rollout status statefulset/keycloak --timeout=420s
# 세션 생존 확인
kubectl -n keycloak-lab exec a8-probe -- sh -c \
'curl -s -o /dev/null -w "%{http_code}\n" -X POST http://<pod>:8080/realms/master/protocol/openid-connect/token \
-d grant_type=refresh_token -d client_id=admin-cli -d refresh_token=$(cat /tmp/rt)'
# DB 대조
kubectl -n keycloak-lab exec deploy/postgres -- psql -U keycloak -d keycloak \
-c "select user_session_id, created_on, last_session_refresh from offline_user_session where user_session_id='<sid>'"
```
---
## 7. 다음 실험에 남기는 것
| 실험 | 이 실험이 준 것 |
|---|---|
| **A-7** volatile 비교 | **이 실험을 그대로 반복하면 정반대 결과가 나와야 한다** |
| **D-2** 버전 업그레이드 | 롤링 재시작이 안전하다는 것이 업그레이드의 전제 |
| 구성 | 무중단은 **replica ≥ 2 + readiness** 의 조합이다 |
+283
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@@ -0,0 +1,283 @@
# B-0 — 자동구성은 실제로 무엇을 골랐는가 (그리고 배포에서 겪은 것들)
브랜치 `feature/keycloak-b0-bff-redis-deploy` ·
증거 [`docs/evidence/b0-bff-redis-deploy/`](evidence/b0-bff-redis-deploy/) ·
2026-09-04 14:2014:50 KST
**Q1 이 직접 요구한 확인이다.**
> 코드에 저장소를 직접 생성하는 Bean 이 없기 때문에, 어떤 구현체가 실제로
> 사용되는지는 **Spring Boot 의 자동구성 결과까지 확인해야** 정확하게 알 수 있다.
---
## 0. 결론부터
```
authorizedClientService -> InMemoryOAuth2AuthorizedClientService
authorizedClientRepository -> AuthenticatedPrincipalOAuth2AuthorizedClientRepository
authorizedClientManager -> AuthorizedClientServiceOAuth2AuthorizedClientManager
clientRegistrationRepository -> InMemoryClientRegistrationRepository
SessionRepository -> 없음 (서블릿 컨테이너 in-memory)
Redis / Spring Session -> ★ 없음
```
**추측이 맞았지만, 추측으로 두면 안 되는 이유가 두 번째 줄에 있다.**
`AuthenticatedPrincipalOAuth2AuthorizedClientRepository` — 이름이 곧 설명이다.
**"인증된 주체(principal) 기준"** 으로 authorized client 를 찾는다.
**session ID 가 아니다.** Q1·Q3 가 지적한 "같은 사용자의 여러 브라우저가 같은
token 을 공유한다"는 문제의 **기제가 이 빈 하나에 들어 있다.**
그리고 배포하자마자 **Q1 의 문제가 실험을 시작하기도 전에 나타났다**
replica 2개에서는 **로그인 자체가 실패한다.**
---
## 1. 배포에서 겪은 문제 다섯 가지
### 문제 ① — `bff/` 가 소스 없이 빌드 산출물만 있었다
```
bff/target/classes/... 9개 파일
bff/src/ 없음
```
`.gitignore``target/` 이 없어 클래스 파일만 커밋되어 있었다.
소스는 다른 브랜치에 있었다.
```bash
git checkout origin/develop-keycloak-pattern3 -- bff/
```
### 문제 ② — YAML 중복 키로 빌드가 깨졌다
actuator 를 열려고 `management:` 아래에 `endpoint:` 블록을 **하나 더** 넣었다.
이미 있는데.
```
org.yaml.snakeyaml.constructor.SafeConstructor.processDuplicateKeys
```
**Docker 빌드 로그가 `tail` 로 잘려 원인이 안 보였다.** `--progress=plain` 으로
전체를 받아서야 스택트레이스에서 `processDuplicateKeys` 를 찾았다.
```bash
docker build --progress=plain -t keycloak-pattern-bff:lab . > /tmp/build.log 2>&1
grep -nE "Tests run|Caused by|\.java:[0-9]" /tmp/build.log
```
> **빌드 실패는 마지막 15줄에 안 들어 있는 경우가 많다.** 전체를 파일로 받는다.
### 문제 ③ — 환경변수에 기본값을 안 줘서 테스트가 죽었다
`${KC_ISSUER_EXTERNAL}` 처럼 기본값 없이 쓰면 **테스트에서 컨텍스트가 안 뜬다.**
테스트는 그 환경변수를 모른다.
```yaml
authorization-uri: ${KC_ISSUER_EXTERNAL:http://localhost:8080/realms/keycloak-patterns}/protocol/openid-connect/auth
```
### 문제 ④ — actuator 가 인증에 막혀 있었다
`/actuator/beans` 를 부르면 `200` 이 왔는데, **Keycloak 로그인 페이지**였다.
`-L` 로 리다이렉트를 따라간 결과였다.
```java
"/actuator/health",
"/actuator/health/**",
// 실험대 전용 — 운영에서는 절대 열지 않는다
"/actuator/**"
```
> **`200` 이 곧 성공은 아니다.** 무엇이 왔는지 봐야 한다.
### 문제 ⑤ — 큰 응답이 프록시에서 `Bad Gateway`
`/actuator/beans` 는 117KB 다. nginx → Traefik 을 거치면서 실패했다.
```
$ curl https://app1.hyeonworks.com/actuator/beans
Bad Gateway
```
파드 안에서 직접 받아 해결했다. **alpine 기반 JRE 이미지에 `wget` 이 있다.**
```bash
kubectl -n keycloak-lab exec <bff-pod> -- wget -qO- http://localhost:8083/actuator/beans
```
---
## 2. 배포 구성
```
브라우저 ──https──▶ nginx ──▶ Traefik ──▶ bff (2 replica)
├──▶ Keycloak (realm: keycloak-patterns)
└──▶ echo (resource server 대역)
redis ── kc-lab-2 (postgres 와 같은 노드) ← 아직 연결하지 않았다
```
**Redis 는 배포만 하고 BFF 에 연결하지 않았다.** B-0 의 질문이 "아무것도 주지
않았을 때 자동구성이 무엇을 고르는가"이므로, 아무것도 주지 않은 상태를 먼저
측정해야 한다.
### Keycloak realm 준비 (kcadm)
```bash
kubectl -n keycloak-lab exec keycloak-0 -- /opt/keycloak/bin/kcadm.sh config credentials \
--server http://localhost:8080 --realm master --user admin --password <pw>
kubectl -n keycloak-lab exec keycloak-0 -- /opt/keycloak/bin/kcadm.sh create realms \
-s realm=keycloak-patterns -s enabled=true -s accessTokenLifespan=60
kubectl -n keycloak-lab exec keycloak-0 -- /opt/keycloak/bin/kcadm.sh create clients -r keycloak-patterns \
-s clientId=bff-confidential -s publicClient=false -s secret=bff-lab-secret \
-s 'redirectUris=["https://app1.hyeonworks.com/*"]'
```
**`accessTokenLifespan=60`** 으로 둔 것은 B-3(refresh 경쟁)을 위해서다.
만료를 기다리는 시간이 짧아야 재현이 된다.
### 브라우저용 URL 과 백채널 URL 을 분리했다
```yaml
authorization-uri: ${KC_ISSUER_EXTERNAL}/protocol/openid-connect/auth # 브라우저가 간다
token-uri: ${KC_ISSUER_INTERNAL}/protocol/openid-connect/token # BFF 가 서버끼리
```
```yaml
- name: KC_ISSUER_EXTERNAL
value: https://auth.hyeonworks.com/realms/keycloak-patterns
- name: KC_ISSUER_INTERNAL
value: http://keycloak.keycloak-lab.svc:8080/realms/keycloak-patterns
```
**2홉 헤더 실험에서 배운 것이 그대로 쓰인다** — 브라우저가 보는 이름과
서버가 부르는 주소는 다르고, 섞으면 리다이렉트가 깨진다.
`SERVER_FORWARD_HEADERS_STRATEGY=native` 도 같은 이유다. 없으면 Spring 이
`redirect_uri``http://` 로 만들어 Keycloak 이 거부한다.
---
## 3. 동작 확인 — 브라우저 증거
![로그인 성공](evidence/b0-bff-redis-deploy/b0-bff-login-success-single-replica.png)
![token 경계](evidence/b0-bff-redis-deploy/b0-bff-token-boundary.png)
```json
{"pattern":"AP3-backend-for-frontend","principal":"labuser",
"accessTokenStoredOnServer":true,"refreshTokenStoredOnServer":true,
"browserTokenCount":0,"csrfProtectionEnabled":true}
```
**BFF 패턴이 성립한다** — 브라우저에 토큰이 0개이고, 서버가 access/refresh 를
들고 있다.
---
## 4. B-0 의 답 — 자동구성 결과
전체 빈 321개 중 관련된 것들이다.
| 빈 | 구현체 | 뜻 |
|---|---|---|
| `authorizedClientService` | **`InMemoryOAuth2AuthorizedClientService`** | **프로세스 메모리.** 재시작하면 사라진다 |
| `authorizedClientRepository` | **`AuthenticatedPrincipalOAuth2AuthorizedClientRepository`** | **principal 기준 조회.** session ID 가 없다 |
| `authorizedClientManager` | `AuthorizedClientServiceOAuth2AuthorizedClientManager` | **service**(공유) 를 쓴다 |
| `clientRegistrationRepository` | `InMemoryClientRegistrationRepository` | 설정에서 읽은 것 |
| SessionRepository | **없음** | Tomcat 의 기본 `StandardSession` |
| Redis / Spring Session | **없음** | 의존성 자체가 없다 |
### `AuthenticatedPrincipalOAuth2AuthorizedClientRepository` 가 핵심이다
```
요청이 인증되어 있으면
└─▶ OAuth2AuthorizedClientService 에 위임
└─▶ 키: (clientRegistrationId, principalName)
└─ session ID 가 없다 ★
인증되어 있지 않으면
└─▶ HttpSession 에 임시 보관
```
**같은 사용자가 두 브라우저에서 로그인하면 principalName 이 같으므로
같은 항목을 본다.** Q1 의 미지수 3 과 Q3 의 제약이 여기서 나온다.
> **Redis 를 붙여도 이건 안 고쳐진다.** 저장소를 공유해도 **키에 session ID 가
> 없기 때문**이다. Q1 이 "Session Store 를 공유 저장소로 바꾸는 것만으로는
> 충분하지 않다"고 쓴 이유다.
---
## 5. 예상 못 한 것 — **replica 2개에서 로그인 자체가 안 된다**
배포 직후 브라우저에서 로그인하니 `/login?error` 로 떨어졌다.
BFF 로그에는 아무 오류도 없었다 (Spring Security 는 로그인 실패를 DEBUG 로만 남긴다).
**가설** — 인가 요청(state, PKCE verifier)은 `HttpSession` 에 저장된다.
그런데 그 세션은 **인스턴스 메모리**다. 콜백이 다른 replica 로 가면 저장된
인가 요청이 없어 실패한다.
**검증** — replica 를 1로 줄이고 다시 시도했다.
```bash
kubectl -n keycloak-lab scale deployment/bff --replicas=1
```
**로그인이 성공했다.** 가설 확정.
```
replica 2 + 스티키 없음 → 로그인 실패 (콜백이 다른 인스턴스로)
replica 1 → 로그인 성공
```
> **Q1 의 문제가 실험을 시작하기도 전에 나타났다.**
> "다중 인스턴스에서 어떻게 운영할 것인가"는 **로그인한 뒤의 문제가 아니라
> 로그인 자체의 문제**다. 인가 코드 흐름은 **왕복 두 번**이고, 두 번 다 같은
> 인스턴스로 가야 한다.
>
> 이건 B-2 의 검증 1번("한쪽에서 로그인한 뒤 다른 인스턴스로 요청")보다
> **앞선 단계**다. 로그인이 끝나야 그 검증을 할 수 있는데, 로그인부터 막힌다.
---
## 6. 재현 절차 (명령어)
```bash
# 1. 소스 가져오기 (target/ 만 커밋되어 있었다)
git checkout origin/develop-keycloak-pattern3 -- bff/
# 2. 빌드 — 실패하면 전체 로그를 파일로
docker build --progress=plain -t keycloak-pattern-bff:lab bff/ > /tmp/build.log 2>&1
grep -nE "Tests run|Caused by" /tmp/build.log
# 3. 두 노드에 적재 (레지스트리 없음 → imagePullPolicy: Never)
docker save keycloak-pattern-bff:lab | ssh test-server "ssh kc-lab-1 'sudo k3s ctr images import -'"
docker save keycloak-pattern-bff:lab | ssh test-server "ssh kc-lab-2 'sudo k3s ctr images import -'"
# 4. realm · client · user
kubectl -n keycloak-lab exec keycloak-0 -- /opt/keycloak/bin/kcadm.sh create realms -s realm=keycloak-patterns ...
# 5. 배포
kubectl apply -f deploy/lab/k8s/bff-redis.yaml
# 6. 자동구성 결과 — 파드 안에서 (프록시는 큰 응답에서 502)
kubectl -n keycloak-lab exec <bff-pod> -- wget -qO- http://localhost:8083/actuator/beans > beans.json
python3 -c "import json;d=json.load(open('beans.json'));[print(n,'->',i['type']) for n,i in
list(d['contexts'].values())[0]['beans'].items() if 'AuthorizedClient' in i['type']]"
```
---
## 7. 다음 실험에 남기는 것
| 실험 | 이 실험이 준 것 |
|---|---|
| **B-1** 저장소 결정 | **전환 후 이 빈들이 바뀌는지 다시 찍는다.** "Redis 붙였다"고 믿는데 자동구성이 안 걸리는 경우가 흔하다 |
| **B-2** 다중 인스턴스 | **로그인 자체가 실패한다**는 것이 이미 관측됐다. 그것이 검증 0번이다 |
| **B-3** refresh 경쟁 | `accessTokenLifespan=60` 으로 realm 을 만들어뒀다 |
| 운영 | actuator `beans`/`env`**내부 구조를 그대로 드러낸다.** 실험대에서만 연다 |