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https://github.com/mnms/ltdb-pca-app
REST API 기반 질의 및 PCA 연산을 위해 개발 및 환경을 구축함
https://github.com/mnms/ltdb-pca-app
Last synced: 12 days ago
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REST API 기반 질의 및 PCA 연산을 위해 개발 및 환경을 구축함
- Host: GitHub
- URL: https://github.com/mnms/ltdb-pca-app
- Owner: mnms
- License: unlicense
- Created: 2021-03-24T01:58:21.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2021-03-24T04:47:39.000Z (almost 4 years ago)
- Last Synced: 2024-11-12T15:26:29.341Z (2 months ago)
- Language: Scala
- Size: 6.84 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 목적
REST API 기반 질의 및 PCA 연산을 위해 개발 및 환경을 구축함
# 운영
## 테이블 생성
```
curl --location --request POST http://10.40.88.92:8765/api/create --header "Content-Type: text/plain" --data 'create'
```
## 테이블 제거
```
curl --location --request POST http://10.40.88.92:8765/api/drop --header "Content-Type: text/plain" --data 'drop'
```
## Query
```
[svcapp_su@BPP-TVIEW-AIOPS-SEARCH01 ~]$ curl --location --request POST http://10.40.88.92:8765/api/query --header "Content-Type: text/plain" --data '{"query":"SELECT project_id, instance_id, feature_value, cropped_image_path FROM instances2 WHERE model_id = 1 AND (project_id = 5 OR project_id = 108)"}'
{"elapsed_time":[22.071696043014526],"cmd":["SELECT project_id, instance_id, feature_value, cropped_image_path FROM instances2 WHERE model_id = 1 AND (project_id = 5 OR project_id = 108)"],"result":["[{\"project_id\":108,\"instance_id\":7553625,\"feature_value\":[0.35542652,0.5420146,0.42736512,0.38785133,0.48206323,0.48518333,0.43490148,0.5042965,0.49428207,0.37250596,0.28475612,0.35937348,0.48797792,0.50746137,0.39251664,0.46511638,0.5962325,0.2686054,0.42894325,0.42551893,0.3258215,0.51388115,0.44065857,0.41618633,0.5295157,0.51960707,0.4763249,0.39503786,0.44422296,0.3771433,0.41929758,0.45370558,0.37161332,0.49084604,0.65738505,0.4750429,0.44083253,0.42128822,0.4113718,0.5934207,0.4469131,0.49588057,0.38446122,0.35168803,0.3548299,0.5160891,0.38118386,0.518747,0.44242555,0.54260063,0.44359797,0.3967149,0.52373546,0.44709077,0.537754,0.47580478,0.39291868,
```
## PCA
where 절을 수정해서 사용('model_id_is_not_null = true'가 반드시 들어가야 함)
select에는 'feature_value'가 반드시 있어야 함
```
curl --location --request POST http://10.40.88.92:8765/api/pca --header "Content-Type: text/plain" --data '{"query":"SELECT project_id, instance_id, feature_value, cropped_image_path FROM instances2 WHERE model_id = 1 AND (project_id = 5 OR project_id = 108)"}'
{"elapsed_time":[62.88131785392761],"query":["SELECT project_id, instance_id, feature_value, cropped_image_path FROM instances2 WHERE model_id = 1 AND (project_id = 5 OR project_id = 108)"],"result":["[{\"project_id\":5,\"instance_id\":18987,\"feature_value_3d\":{\"type\":1,\"values\":[10.01856613190646,-5.511636906776,0.6778439156438683]},\"cropped_image_path\":\"/metavision/vol1/MEDIA/IMAGE_DATA/crop/18987_120948_00_00085.jpg\"}, {\"project_id\":5,\"instance_id\":18112,\"feature_value_3d\":{\"type\":1,\"values\":[4.304595613722197,6.863886710889437,-0.5475611387657388]},\"cropped_image_path\":\"/metavision/vol1/MEDIA/IMAGE_DATA/crop/18112_111004_00_00339.jpg\"}, {\"project_id\":5,\"instance_id\":17578,\"feature_value_3d\":{\"type\":1,\"values\":[-6.268511425783814,8.276896556369845,-4.586932261524279]},\"cropped_image_path\":\"/metavision/vol1/MEDIA/IMAGE_DATA/crop/17578_105421_01_00127.jpg\"}, ...
```