langfuse从v2升级到v3(本地升级docker compose)
环境:
OS:Centos 7
#################################################部署v2###########################################################
1.部署v2
v2资源清单配置文件如下:
[root@host135 langfuse]# more docker-compose.yml
services:
langfuse-server:
image: registry.cn-shenzhen.aliyuncs.com/hxlk8s/langfuse:2
depends_on:
db:
condition: service_healthy
ports:
- "3000:3000"
environment:
- DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
- NEXTAUTH_SECRET=mysecret
- SALT=mysalt
- ENCRYPTION_KEY=0000000000000000000000000000000000000000000000000000000000000000 # generate via `openssl rand
-hex 32`
- NEXTAUTH_URL=http://localhost:3000
- TELEMETRY_ENABLED=${TELEMETRY_ENABLED:-true}
- LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES=${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
- LANGFUSE_DISABLE_EXPENSIVE_POSTGRES_QUERIES=true
db:
image: registry.cn-shenzhen.aliyuncs.com/hxlk8s/postgresql:16.4.0
restart: always
healthcheck:
test: ["CMD-SHELL", "pg_isready -U postgres"]
interval: 3s
timeout: 3s
retries: 10
environment:
- POSTGRES_USER=postgres
- POSTGRES_PASSWORD=postgres
- POSTGRES_DB=postgres
ports:
- 5432:5432
volumes:
- /home/middle/langfuse/pgdata:/var/lib/postgresql/data
volumes:
database_data:
driver: local
2.创建pg外挂目录
mkdir -p /home/middle/langfuse/pgdata
3.启动
将资源清单文件存放到如下目录
/home/middle/langfuse/langfuse
[root@host135 langfuse]# cd /home/middle/langfuse/langfuse
[root@host135 langfuse]# docker compose up -d
4.浏览器登录
http://192.168.1.135:3000
创建账号hxl,然后登录进去创建项目,模拟造数据,等升级完成后这些数据是否存在
5.删除v2的部署
[root@host135 langfuse]# cd /home/middle/langfuse/langfuse
[root@host135 langfuse]# docker compose down
[root@host135 langfuse]# docker compose ps
NAME IMAGE COMMAND SERVICE CREATED STATUS PORTS
这个时候v2没有运行了
##########################################升级到v3#############################
v3部署与v2相同的目录
1.准备资源配置文件
[root@host135 langfuse]# more v3_docker-compose.yml
services:
langfuse-worker:
image: registry.cn-shenzhen.aliyuncs.com/hxlk8s/langfuse-worker:3
restart: always
depends_on: &langfuse-depends-on
postgres:
condition: service_healthy
minio:
condition: service_healthy
redis:
condition: service_healthy
clickhouse:
condition: service_healthy
ports:
- "3030:3030"
environment: &langfuse-worker-env
DATABASE_URL: postgresql://postgres:postgres@postgres:5432/postgres
SALT: "mysalt"
ENCRYPTION_KEY: "0000000000000000000000000000000000000000000000000000000000000000" # generate via `openssl ran
d -hex 32`
TELEMETRY_ENABLED: ${TELEMETRY_ENABLED:-true}
LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES: ${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-true}
CLICKHOUSE_MIGRATION_URL: ${CLICKHOUSE_MIGRATION_URL:-clickhouse://clickhouse:9000}
CLICKHOUSE_URL: ${CLICKHOUSE_URL:-http://clickhouse:8123}
CLICKHOUSE_USER: ${CLICKHOUSE_USER:-clickhouse}
CLICKHOUSE_PASSWORD: ${CLICKHOUSE_PASSWORD:-clickhouse}
CLICKHOUSE_CLUSTER_ENABLED: ${CLICKHOUSE_CLUSTER_ENABLED:-false}
LANGFUSE_S3_EVENT_UPLOAD_BUCKET: ${LANGFUSE_S3_EVENT_UPLOAD_BUCKET:-langfuse}
LANGFUSE_S3_EVENT_UPLOAD_REGION: ${LANGFUSE_S3_EVENT_UPLOAD_REGION:-auto}
LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID: ${LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID:-minio}
LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY: ${LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY:-miniosecret}
LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT: ${LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT:-http://minio:9000}
LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE: ${LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE:-true}
LANGFUSE_S3_EVENT_UPLOAD_PREFIX: ${LANGFUSE_S3_EVENT_UPLOAD_PREFIX:-events/}
LANGFUSE_S3_MEDIA_UPLOAD_BUCKET: ${LANGFUSE_S3_MEDIA_UPLOAD_BUCKET:-langfuse}
LANGFUSE_S3_MEDIA_UPLOAD_REGION: ${LANGFUSE_S3_MEDIA_UPLOAD_REGION:-auto}
LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID: ${LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID:-minio}
LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY: ${LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY:-miniosecret}
LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT: ${LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT:-http://minio:9000}
LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE: ${LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE:-true}
LANGFUSE_S3_MEDIA_UPLOAD_PREFIX: ${LANGFUSE_S3_MEDIA_UPLOAD_PREFIX:-media/}
REDIS_HOST: ${REDIS_HOST:-redis}
REDIS_PORT: ${REDIS_PORT:-6379}
REDIS_AUTH: ${REDIS_AUTH:-myredissecret}
langfuse-web:
image: registry.cn-shenzhen.aliyuncs.com/hxlk8s/langfuse:3
restart: always
depends_on: *langfuse-depends-on
ports:
- "3000:3000"
environment:
<<: *langfuse-worker-env
NEXTAUTH_URL: http://localhost:3000
NEXTAUTH_SECRET: mysecret
LANGFUSE_INIT_ORG_ID: ${LANGFUSE_INIT_ORG_ID:-}
LANGFUSE_INIT_ORG_NAME: ${LANGFUSE_INIT_ORG_NAME:-}
LANGFUSE_INIT_PROJECT_ID: ${LANGFUSE_INIT_PROJECT_ID:-}
LANGFUSE_INIT_PROJECT_NAME: ${LANGFUSE_INIT_PROJECT_NAME:-}
LANGFUSE_INIT_PROJECT_PUBLIC_KEY: ${LANGFUSE_INIT_PROJECT_PUBLIC_KEY:-}
LANGFUSE_INIT_PROJECT_SECRET_KEY: ${LANGFUSE_INIT_PROJECT_SECRET_KEY:-}
LANGFUSE_INIT_USER_EMAIL: ${LANGFUSE_INIT_USER_EMAIL:-}
LANGFUSE_INIT_USER_NAME: ${LANGFUSE_INIT_USER_NAME:-}
LANGFUSE_INIT_USER_PASSWORD: ${LANGFUSE_INIT_USER_PASSWORD:-}
LANGFUSE_SDK_CI_SYNC_PROCESSING_ENABLED: ${LANGFUSE_SDK_CI_SYNC_PROCESSING_ENABLED:-false}
LANGFUSE_READ_FROM_POSTGRES_ONLY: ${LANGFUSE_READ_FROM_POSTGRES_ONLY:-false}
LANGFUSE_READ_FROM_CLICKHOUSE_ONLY: ${LANGFUSE_READ_FROM_CLICKHOUSE_ONLY:-true}
LANGFUSE_RETURN_FROM_CLICKHOUSE: ${LANGFUSE_RETURN_FROM_CLICKHOUSE:-true}
clickhouse:
image: registry.cn-shenzhen.aliyuncs.com/hxlk8s/clickhouse-server:24.8
restart: always
container_name: clickhouse
hostname: clickhouse
environment:
CLICKHOUSE_DB: default
CLICKHOUSE_USER: clickhouse
CLICKHOUSE_PASSWORD: clickhouse
volumes:
- /home/middle/langfuse/clickhouse_data:/var/lib/clickhouse
- /home/middle/langfuse/clickhouse_logs:/var/log/clickhouse-server
ports:
- "8123:8123"
- "9000:9000"
healthcheck:
test: wget --no-verbose --tries=1 --spider http://localhost:8123/ping || exit 1
interval: 5s
timeout: 5s
retries: 10
start_period: 1s
minio:
image: minio:latest
restart: always
container_name: minio
entrypoint: sh
# create the 'langfuse' bucket before starting the service
command: -c 'mkdir -p /data/langfuse && minio server --address ":9000" --console-address ":9001" /data'
environment:
MINIO_ROOT_USER: minio
MINIO_ROOT_PASSWORD: miniosecret
ports:
- "9090:9000"
- "9091:9001"
volumes:
- /home/middle/langfuse/minio_data:/minio_data
healthcheck:
test: ["CMD", "mc", "ready", "local"]
interval: 1s
timeout: 5s
retries: 5
start_period: 1s
redis:
image: registry.cn-shenzhen.aliyuncs.com/hxlk8s/redis:7.4
restart: always
command: >
--requirepass ${REDIS_AUTH:-myredissecret}
ports:
- 6379:6379
healthcheck:
test: ["CMD", "redis-cli", "ping"]
interval: 3s
timeout: 10s
retries: 10
postgres:
image: registry.cn-shenzhen.aliyuncs.com/hxlk8s/postgresql:16.4.0
restart: always
healthcheck:
test: ["CMD-SHELL", "pg_isready -U postgres"]
interval: 3s
timeout: 3s
retries: 10
environment:
POSTGRES_USER: postgres
POSTGRES_PASSWORD: postgres
POSTGRES_DB: postgres
ports:
- 5432:5432
volumes:
- /home/middle/langfuse/pgdata:/var/lib/postgresql/data
volumes:
langfuse_postgres_data:
driver: local
langfuse_clickhouse_data:
driver: local
langfuse_clickhouse_logs:
driver: local
langfuse_minio_data:
driver: local
2.创建资源配置文件中外挂的目录
mkdir /home/middle/langfuse/pgdata 保留v2的 不需要创建,升级到v3会用到这里的数据
mkdir -p /home/middle/langfuse/minio_data
mkdir -p /home/middle/langfuse/clickhouse_data
mkdir -p /home/middle/langfuse/clickhouse_logs
3.备份v2的配置文件
[root@host135 langfuse]# cd /home/middle/langfuse/langfuse
[root@host135 langfuse]# mv docker-compose.yml v2_docker-compose.yml
4.使用v3的配置文件部署
[root@host135 langfuse]# mv v3_docker-compose.yml docker-compose.yml
[root@host135 langfuse]# docker compose up -d
5.查看进程
[root@host135 langfuse]# docker compose ps
NAME IMAGE COMMAND SERVICE CREATED STATUS PORTS
clickhouse registry.cn-shenzhen.aliyuncs.com/hxlk8s/clickhouse-server:24.8 "/entrypoint.sh" clickhouse 17 seconds ago Up 12 seconds (healthy) 0.0.0.0:8123->8123/tcp, :::8123->8123/tcp, 0.0.0.0:9000->9000/tcp, :::9000->9000/tcp, 9009/tcp
langfuse-langfuse-web-1 registry.cn-shenzhen.aliyuncs.com/hxlk8s/langfuse:3 "dumb-init -- ./web/…" langfuse-web 16 seconds ago Up 5 seconds 0.0.0.0:3000->3000/tcp, :::3000->3000/tcp
langfuse-langfuse-worker-1 registry.cn-shenzhen.aliyuncs.com/hxlk8s/langfuse-worker:3 "dumb-init -- ./work…" langfuse-worker 16 seconds ago Up 4 seconds 0.0.0.0:3030->3030/tcp, :::3030->3030/tcp
langfuse-postgres-1 registry.cn-shenzhen.aliyuncs.com/hxlk8s/postgresql:16.4.0 "docker-entrypoint.s…" postgres 17 seconds ago Up 13 seconds (healthy) 0.0.0.0:5432->5432/tcp, :::5432->5432/tcp
langfuse-redis-1 registry.cn-shenzhen.aliyuncs.com/hxlk8s/redis:7.4 "docker-entrypoint.s…" redis 17 seconds ago Up 14 seconds (healthy) 0.0.0.0:6379->6379/tcp, :::6379->6379/tcp
minio minio:latest "sh -c 'mkdir -p /da…" minio 17 seconds ago Up 13 seconds (healthy) 0.0.0.0:9090->9000/tcp, :::9090->9000/tcp, 0.0.0.0:9091->9001/tcp, :::9091->9001/tcp
6.登录查看
http://192.168.1.135:3000/
可以看到之前在v2上创建的数据是存在的
7.查看pg的表
/opt/pg16/bin/psql -h 192.168.1.135 -U postgres -p5432
postgres=# \d
List of relations
Schema | Name | Type | Owner
--------+--------------------------+-------+----------
public | Account | table | postgres
public | Session | table | postgres
public | _prisma_migrations | table | postgres
public | annotation_queue_items | table | postgres
public | annotation_queues | table | postgres
public | api_keys | table | postgres
public | audit_logs | table | postgres
public | background_migrations | table | postgres
public | batch_exports | table | postgres
public | comments | table | postgres
public | cron_jobs | table | postgres
public | dataset_items | table | postgres
public | dataset_run_items | table | postgres
public | dataset_runs | table | postgres
public | datasets | table | postgres
public | eval_templates | table | postgres
public | events | table | postgres
public | job_configurations | table | postgres
public | job_executions | table | postgres
public | llm_api_keys | table | postgres
public | media | table | postgres
public | membership_invitations | table | postgres
public | models | table | postgres
public | observation_media | table | postgres
public | observations | table | postgres
public | observations_view | view | postgres
public | organization_memberships | table | postgres
public | organizations | table | postgres
public | posthog_integrations | table | postgres
public | prices | table | postgres
public | project_memberships | table | postgres
public | projects | table | postgres
public | prompts | table | postgres
public | score_configs | table | postgres
public | scores | table | postgres
public | sso_configs | table | postgres
public | trace_media | table | postgres
public | trace_sessions | table | postgres
public | traces | table | postgres
public | traces_view | view | postgres
public | users | table | postgres
public | verification_tokens | table | postgres
(42 rows)
v3有42个对象,而v2是34个对象.
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