Mimic-code: Docker ์ด๋ฏธ์ง€ ์˜ค๋ฅ˜: ๋กœ๊ทธ: ์‹œ์ž‘ ํŒจํ‚ท์˜ ๊ธธ์ด๊ฐ€ ์ž˜๋ชป๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

์— ๋งŒ๋“  2020๋…„ 02์›” 04์ผ  ยท  23์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: MIT-LCP/mimic-code

์ „์ œ ์กฐ๊ฑด

  • [X] ๋‹ค์Œ์„ ๋ชจ๋‘ ์ˆ˜ํ–‰ํ•œ ๊ฒฝ์šฐ ์ด ์ค„์˜ ๋Œ€๊ด„ํ˜ธ ์‚ฌ์ด์— X๋ฅผ ๋„ฃ์œผ์‹ญ์‹œ์˜ค.

์„ค๋ช…

์ธ์‚ฌ๋ง,

๋„์ปค ์ด๋ฏธ์ง€๋ฅผ ์„ค์ •ํ•˜๋Š” ๋ฐ ์•ฝ๊ฐ„์˜ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š” ์—ฌ๊ธฐ์—์„œ ๊ฐ€์ด๋“œ๋ฅผ ๋”ฐ๋ž๋‹ค: https://github.com/MIT-LCP/mimic-code/tree/master/buildmimic/docker

๋‚ด ์‹œ์Šคํ…œ:

System Information
------------------
Operating System: Windows 10 Pro 64-bit (10.0, Build 18363) (18362.19h1_release.190318-1202)
    Language: English (Regional Setting: English)
Processor: Intel(R) Core(TM) i7-3520M CPU @ 2.90GHz (4 CPUs), ~2.9GHz
Memory: 16384MB RAM
Available OS Memory: 16080MB RAM
Page File: 14726MB used, 10058MB available
Windows Dir: C:\WINDOWS

(D:)์— ์žˆ๋Š” ๋‚ด ํ˜„์žฌ ํด๋” ํŠธ๋ฆฌ:

.
|-- mimic_code
|   |-- benchmark
|   |-- buildmimic
|   |-- concepts
|   |-- notebooks
|   |-- tests
|   `-- tutorials
|-- mimic_data
|   `-- csv
`-- mimic_pgdata

\mimic-data\csv ํด๋”์—๋Š” MIMIC-III .csv.gz ๋ฐ์ดํ„ฐ ํŒŒ์ผ์ด ์žˆ์Šต๋‹ˆ๋‹ค. mimic_pgdata ํด๋”๋Š” ์ปจํ…Œ์ด๋„ˆ ์‹คํ–‰ ์‹œ์ ์— ๋น„์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ์ปจํ…Œ์ด๋„ˆ๋ฅผ ์‹คํ–‰ํ•œ ํ›„์—๋„ ๋น„์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ์ปจํ…Œ์ด๋„ˆ๊ฐ€ ์ƒ์„ฑ๋œ ํ›„ ๋ช…๋ น์„ ์‹คํ–‰ํ•˜์ง€ ์•Š๊ธฐ ๋•Œ๋ฌธ์ด๋ผ๊ณ  ๊ฐ€์ •ํ•ฉ๋‹ˆ๋‹ค.

๋‚ด๊ฐ€ ์‚ฌ์šฉํ•œ ๋ช…๋ น(Git Bash ํ„ฐ๋ฏธ๋„ ์‚ฌ์šฉ):

docker run \
--name mimic \
-p 5433:5432 \
-e BUILD_MIMIC=1 \
-e POSTGRES_PASSWORD=postgres \
-e MIMIC_PASSWORD=mimic \
-v //d/mimic_data/csv:/mimic_data \
-v //d/mimic_pgdata:/var/lib/postgresql/data \
-d postgres/mimic

Docker ๋Œ€์‹œ๋ณด๋“œ์˜ ๋‚ด ๊ฒฐ๊ณผ:

PostgreSQL Database directory appears to contain a database; Skipping initialization
2020-02-04 15:23:25.966 UTC [1] LOG:  starting PostgreSQL 12.1 (Debian 12.1-1.pgdg100+1) on x86_64-pc-linux-gnu, compiled by gcc (Debian 8.3.0-6) 8.3.0, 64-bit
2020-02-04 15:23:25.974 UTC [1] LOG:  listening on IPv4 address "0.0.0.0", port 5432
2020-02-04 15:23:25.974 UTC [1] LOG:  listening on IPv6 address "::", port 5432
2020-02-04 15:23:25.995 UTC [1] LOG:  listening on Unix socket "/var/run/postgresql/.s.PGSQL.5432"
2020-02-04 15:23:26.014 UTC [25] LOG:  database system was shut down at 2020-02-04 15:20:26 UTC
2020-02-04 15:23:26.020 UTC [1] LOG:  database system is ready to accept connections
2020-02-04 15:23:26.034 UTC [32] LOG:  invalid length of startup packet
2020-02-04 15:23:26.086 UTC [33] LOG:  invalid length of startup packet
2020-02-04 15:23:27.219 UTC [34] LOG:  invalid length of startup packet
2020-02-04 15:23:27.219 UTC [35] LOG:  invalid length of startup packet
2020-02-04 15:23:28.257 UTC [36] LOG:  invalid length of startup packet
2020-02-04 15:23:28.259 UTC [37] LOG:  invalid length of startup packet
2020-02-04 15:23:29.264 UTC [38] LOG:  invalid length of startup packet
2020-02-04 15:23:29.269 UTC [39] LOG:  invalid length of startup packet
2020-02-04 15:23:29.795 UTC [40] LOG:  invalid length of startup packet
2020-02-04 15:23:30.278 UTC [42] LOG:  invalid length of startup packet
2020-02-04 15:23:30.278 UTC [41] LOG:  invalid length of startup packet
2020-02-04 15:23:30.824 UTC [43] LOG:  invalid length of startup packet
2020-02-04 15:23:31.287 UTC [44] LOG:  invalid length of startup packet
2020-02-04 15:23:31.292 UTC [45] LOG:  invalid length of startup packet
2020-02-04 15:23:31.834 UTC [46] LOG:  invalid length of startup packet
2020-02-04 15:23:32.854 UTC [47] LOG:  invalid length of startup packet
2020-02-04 15:23:33.863 UTC [48] LOG:  invalid length of startup packet
2020-02-04 15:23:34.875 UTC [49] LOG:  invalid length of startup packet

docker images ์˜ ์ถœ๋ ฅ:

REPOSITORY                           TAG                 IMAGE ID            CREATED             SIZE
postgres/mimic                       latest              10d900d346ac        19 minutes ago      440MB
postgres                             latest              cf879a45faaa        2 days ago          394MB
k8s.gcr.io/kube-apiserver            v1.15.5             e534b1952a0d        3 months ago        207MB
k8s.gcr.io/kube-controller-manager   v1.15.5             1399a72fa1a9        3 months ago        159MB
k8s.gcr.io/kube-proxy                v1.15.5             cbd7f21fec99        3 months ago        82.4MB
k8s.gcr.io/kube-scheduler            v1.15.5             fab2dded59dd        3 months ago        81.1MB
golang                               1.11-alpine         e116d2efa2ab        5 months ago        312MB
docker/kube-compose-controller       v0.4.23             a8c3d87a58e7        8 months ago        35.3MB
docker/kube-compose-api-server       v0.4.23             f3591b2cb223        8 months ago        49.9MB
alpine                               3.5                 f80194ae2e0c        12 months ago       4MB
k8s.gcr.io/coredns                   1.3.1               eb516548c180        12 months ago       40.3MB
k8s.gcr.io/etcd                      3.3.10              2c4adeb21b4f        14 months ago       258MB
k8s.gcr.io/pause                     3.1                 da86e6ba6ca1        2 years ago         742kB

๋‚œ ๋…ธ๋ ฅ ํ–ˆ์–ด:

  1. ์ด๋ฏธ์ง€๋ฅผ ์‚ญ์ œํ•˜๊ณ  ๋‹ค์‹œ ์ƒ์„ฑํ•˜์ง€๋งŒ ์•„๋ฌด ์†Œ์šฉ์ด ์—†์Šต๋‹ˆ๋‹ค.
  2. ๋‹ค๋ฅธ ํ˜ธ์ŠคํŠธ ํฌํŠธ ๋ฒˆํ˜ธ๋ฅผ ์‚ฌ์šฉํ•˜์ง€๋งŒ ์—ฌ์ „ํžˆ ๋™์ผํ•œ ์ถœ๋ ฅ์„ ์–ป์Šต๋‹ˆ๋‹ค.
  3. ์ปจํ…Œ์ด๋„ˆ๋ฅผ ์‹คํ–‰ํ•  ๋•Œ ์ฃผ์†Œ์— ์Šฌ๋ž˜์‹œ๋ฅผ ์‚ฌ์šฉํ–ˆ์ง€๋งŒ Git Bash ํ„ฐ๋ฏธ๋„์„ ์‚ฌ์šฉํ–ˆ์Œ์—๋„ ๋ถˆ๊ตฌํ•˜๊ณ  ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

์—…๋ฐ์ดํŠธ : ์—ฌ์ „ํžˆ ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. setup.sh ๋ฐ Dockerfile ๋„ ์—…๋ฐ์ดํŠธํ–ˆ์ง€๋งŒ ์—ฌ์ „ํžˆ ๋™์ผํ•œ ์ถœ๋ ฅ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

๋ชจ๋“  23 ๋Œ“๊ธ€

์†”์งํžˆ Docker์— ์ต์ˆ™ํ•˜์ง€ ์•Š์ง€๋งŒ @xiaosongz ๋˜๋Š” @haobibo ๋Š” ๋‘˜ ๋‹ค ์ตœ๊ทผ์— ๋นŒ๋“œ ์ž‘์—…์„ ํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์–ธ๊ธ‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

@khalid-hussain๋‹˜, @xiaosongz ๋‹˜์ด ๋„์ปค ์ด๋ฏธ์ง€ ๋นŒ๋“œ ํŒŒ์ผ setup.sh ์—์„œ ๋ฒ„๊ทธ๋ฅผ ๋ฐœ๊ฒฌํ–ˆ์Šต๋‹ˆ๋‹ค.
๊ทธ๋ฆฌ๊ณ  ์ด๋ฅผ ์ˆ˜์ •ํ•˜๊ธฐ ์œ„ํ•ด PR https://github.com/MIT-LCP/mimic-code/pull/693 ์„ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค.

์—…๋ฐ์ดํŠธ๋œ setup.sh (๋˜๋Š” https://github.com/haobibo/mimic-code์—์„œ ์ง์ ‘ ๋ณต์ œ)๋ฅผ ๋”ฐ๋ผ ์—…๋ฐ์ดํŠธ๋œ ์ฝ”๋“œ๊ฐ€ ์ž‘๋™ํ•˜๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.

์ฃ„์†กํ•ฉ๋‹ˆ๋‹ค. ๋‹ค๋ฅธ ๋ฌธ์ œ์— ๋ชฐ๋‘ํ–ˆ์Šต๋‹ˆ๋‹ค. ๋‚ด์ผ ์‹œ๋„ํ•ด ๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค. ์‹ ์†ํ•œ ๋‹ต๋ณ€์— ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹ค.

์—…๋ฐ์ดํŠธ : ์—ฌ์ „ํžˆ ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. setup.sh ๋ฐ Dockerfile ๋„ ์—…๋ฐ์ดํŠธํ–ˆ์ง€๋งŒ ์—ฌ์ „ํžˆ ๋™์ผํ•œ ์ถœ๋ ฅ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

์•ˆ๋…•ํ•˜์„ธ์š”, ์ €๋„ ์ด ๋ฌธ์ œ๋ฅผ ๋ฐœ๊ฒฌํ–ˆ์Šต๋‹ˆ๋‹ค. ์ง€๊ธˆ ํ•ด๊ฒฐ์ฑ…์ด ์žˆ์Šต๋‹ˆ๊นŒ?

+1

์—ฌ๊ธฐ์— ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

+1

๋ˆ„๊ตฌ๋“ ์ง€ ํ•ด๊ฒฐ์ฑ…์ด ์žˆ์Šต๋‹ˆ๊นŒ! ์šฐ๋ฆฌ ์‹œ์Šคํ…œ์—๋„ ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

+1

+1

+1

+1

+1

+1

+1

์–ด๋–ค ํ•ด๊ฒฐ์ฑ…?

์‹ ์ด์‹œ์—ฌ ๋„์™€์ฃผ์„ธ์š”, ์ €๋Š” ๋ช‡ ์‹œ๊ฐ„ ๋™์•ˆ ์—ฌ๊ธฐ์— ๊ฐ‡ํ˜€ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค

์‹คํ—˜์‹ค์˜ ๋ˆ„๊ตฐ๊ฐ€๊ฐ€ Docker ์ด๋ฏธ์ง€๋ฅผ ์ˆ˜์ •ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์–ด๋Š ์‹œ์ ์—์„œ ์‚ดํŽด๋ณผ ์ˆ˜ ์žˆ์ง€๋งŒ ๋ฆฌ์†Œ์Šค๊ฐ€ ์ œํ•œ๋˜์–ด ์žˆ์œผ๋ฉฐ ์ด๋Š” ์šฐ์„  ์ˆœ์œ„ ์ค‘ ํ•˜๋‚˜๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค. ์ปค๋ฎค๋‹ˆํ‹ฐ์˜ ํ’€ ๋ฆฌํ€˜์ŠคํŠธ๋ฅผ ๊ฒ€ํ† ํ•ด ๋“œ๋ฆฌ๊ฒ ์Šต๋‹ˆ๋‹ค.

์—ฌ๊ธฐ์„œ๋„ ๊ฐ™์€ ๋ฌธ์ œ

์—ฌ๊ธฐ ๊ฐ™์€ ๋ฌธ์ œ

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ์— ์ง๋ฉดํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๊นŒ?

-03-11 08:31:31.885 UTC [1] ๋กœ๊ทธ: x86_64-pc-linux-gnu์—์„œ PostgreSQL 13.2(Debian 13.2-1.pgdg100+1) ์‹œ์ž‘, gcc(Debian 8.3.0-6) 8.3์œผ๋กœ ์ปดํŒŒ์ผ๋จ. 0, 64๋น„ํŠธ
2021-03-11 08:31:31.885 UTC [1] ๋กœ๊ทธ: IPv4 ์ฃผ์†Œ "0.0.0.0", ํฌํŠธ 5432์—์„œ ์ˆ˜์‹  ๋Œ€๊ธฐ
2021-03-11 08:31:31.885 UTC [1] ๋กœ๊ทธ: IPv6 ์ฃผ์†Œ "::", ํฌํŠธ 5432์—์„œ ์ˆ˜์‹  ๋Œ€๊ธฐ ์ค‘
2021-03-11 08:31:31.899 UTC [1] ๋กœ๊ทธ: Unix ์†Œ์ผ“ "/var/run/postgresql/.s.PGSQL.5432"์—์„œ ์ˆ˜์‹  ๋Œ€๊ธฐ ์ค‘
2021-03-11 08:31:31.914 UTC [66] LOG: ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ์‹œ์Šคํ…œ์ด 2021-03-11 08:31:31 UTC์— ์ข…๋ฃŒ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
2021-03-11 08:31:31.924 UTC [1] ๋กœ๊ทธ: ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ์‹œ์Šคํ…œ์ด ์—ฐ๊ฒฐ์„ ์ˆ˜๋ฝํ•  ์ค€๋น„๊ฐ€ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
2021-03-11 08:31:51.485 UTC [73] ์น˜๋ช…์ : ์‚ฌ์šฉ์ž "pgadmin"์— ๋Œ€ํ•œ ์•”ํ˜ธ ์ธ์ฆ ์‹คํŒจ
2021-03-11 08:31:51.485 UTC [73] DETAIL: ์—ญํ•  "pgadmin"์ด ์กด์žฌํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
pg_hba.conf ๋ผ์ธ 99์™€ ์ผ์น˜ํ•˜๋Š” ์—ฐ๊ฒฐ: "host all all all md5"
2021-03-11 08:32:00.969 UTC [74] ์น˜๋ช…์ : ์‚ฌ์šฉ์ž "pgadmin"์— ๋Œ€ํ•œ ์•”ํ˜ธ ์ธ์ฆ ์‹คํŒจ
2021-03-11 08:32:00.969 UTC [74] DETAIL: ์—ญํ•  "pgadmin"์ด ์กด์žฌํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
pg_hba.conf ๋ผ์ธ 99์™€ ์ผ์น˜ํ•˜๋Š” ์—ฐ๊ฒฐ: "host all all all md5"
2021-03-11 08:32:06.826 UTC [75] ์น˜๋ช…์ : ์‚ฌ์šฉ์ž "pgadmin"์— ๋Œ€ํ•œ ์•”ํ˜ธ ์ธ์ฆ ์‹คํŒจ
2021-03-11 08:32:06.826 UTC [75] DETAIL: ์—ญํ•  "pgadmin"์ด ์กด์žฌํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
pg_hba.conf ๋ผ์ธ 99์™€ ์ผ์น˜ํ•˜๋Š” ์—ฐ๊ฒฐ: "host all all all md5"
2021-03-11 08:33:38.128 UTC [78] ์น˜๋ช…์ : ์‚ฌ์šฉ์ž "pgadmin"์— ๋Œ€ํ•œ ์•”ํ˜ธ ์ธ์ฆ ์‹คํŒจ
2021-03-11 08:33:38.128 UTC [78] DETAIL: ์—ญํ•  "pgadmin"์ด ์กด์žฌํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
pg_hba.conf ๋ผ์ธ 99์™€ ์ผ์น˜ํ•˜๋Š” ์—ฐ๊ฒฐ: "host all all all md5"
2021-03-11 08:33:52.780 UTC [79] ๋กœ๊ทธ: ์‹œ์ž‘ ํŒจํ‚ท ๊ธธ์ด๊ฐ€ ์ž˜๋ชป๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
2021-03-11 08:33:52.783 UTC [80] LOG: ์‹œ์ž‘ ํŒจํ‚ท์˜ ๊ธธ์ด๊ฐ€ ์ž˜๋ชป๋˜์—ˆ์Šต๋‹ˆ๋‹ค............................. ..............

๊ฐ™์€ ๋ฌธ์ œ

์ด ํŽ˜์ด์ง€๊ฐ€ ๋„์›€์ด ๋˜์—ˆ๋‚˜์š”?
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