-
Notifications
You must be signed in to change notification settings - Fork 1
/
docker-compose.yml
89 lines (83 loc) · 2.19 KB
/
docker-compose.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
version: "3.8"
services:
# MLflow
mlflow:
container_name: mlflow
build:
context: .
dockerfile: Dockerfile
expose:
- 80
restart: unless-stopped
depends_on:
- db
- minio
environment:
TZ: Asia/Tokyo
VIRTUAL_HOST: "${VIRTUAL_HOST}"
MLFLOW_S3_ENDPOINT_URL: http://minio:9000
AWS_ACCESS_KEY_ID: mlflow-minio
AWS_SECRET_ACCESS_KEY: mlflow-minio
command: >
mlflow server --backend-store-uri 'mysql+mysqldb://mlflow:mlflow@db:3306/mlflow'
--artifacts-destination 's3://mlflow/artifacts' --serve-artifacts --host 0.0.0.0 --port 80
networks:
- mlflow-net
db:
image: mysql:8.0.29
restart: unless-stopped
environment:
MYSQL_USER: mlflow
MYSQL_PASSWORD: mlflow
MYSQL_ROOT_PASSWORD: mlflow
MYSQL_DATABASE: mlflow
TZ: Asia/Tokyo
cap_add:
# https://github.com/docker-library/mysql/issues/422
- SYS_NICE
volumes:
- ./mysql/data:/var/lib/mysql
- ./mysql/my.cnf:/etc/mysql/conf.d/my.cnf
networks:
- mlflow-net
# S3互換のストレージ
minio:
image: minio/minio
restart: unless-stopped
volumes:
- ./minio:/export
environment:
MINIO_ACCESS_KEY: mlflow-minio
MINIO_SECRET_KEY: mlflow-minio
command: server /export
networks:
- mlflow-net
# minioコンテナ起動時にデフォルトのバケットを自動作成する
defaultbucket:
image: minio/mc
depends_on:
- minio
entrypoint: >
/bin/sh -c "
until (/usr/bin/mc config host add minio http://minio:9000 mlflow-minio mlflow-minio) do echo 'try to create buckets...' && sleep 1; done;
/usr/bin/mc mb minio/mlflow;
/usr/bin/mc policy download minio/mlflow;
exit 0;
"
networks:
- mlflow-net
nginx-proxy:
image: jwilder/nginx-proxy
restart: unless-stopped
ports:
- "15000:80"
volumes:
- ./nginx/htpasswd:/etc/nginx/htpasswd
- ./nginx/certs/:/etc/nginx/certs
- ./nginx/conf.d/proxy.conf:/etc/nginx/conf.d/proxy.conf
- /var/run/docker.sock:/tmp/docker.sock:ro
networks:
- mlflow-net
networks:
mlflow-net:
driver: bridge