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NumPy, sklearn 등의 모듈을 EC2 Micro 인스턴스의 플라스크 앱에 가져올 수 없습니다.EC2 - Flask App에 모듈을 가져올 수 없습니다.
flaskapp.pyflaskapp.wsgi
flaskapp.py의 코드는 다음과 같습니다 :
import sys
import os
import shutil
import time
import traceback
from flask import Flask, request, jsonify
app = Flask(__name__)
@app.route('/predict')
def predict():
from sklearn.externals import joblib
import numpy as np
clf = joblib.load("flaskapp/models/saved_model.pkl")
print 'model loaded'
if clf:
try:
prediction = list(clf.predict(np.array([['0', '100', '164', '150', '1']])))
return jsonify({'prediction': prediction})
except Exception, e:
return "ERROR" + e
else:
print os.getcwd()
return 'no model here'
if __name__ == '__main__':
from sklearn.externals import joblib
import numpy as np
print "Imports Done"
app.run(DEBUG=True)
는/홈/우분투 디렉토리 내에서, 나는이 포함 된 디렉토리 flaskapp이 flaskapp.wsg 나는 다음과 같습니다
import sys
import site
site.addsitedir('/home/ubuntu/.local/lib/python2.7/site-packages')
sys.path.insert(0, '/var/www/html/flaskapp')
from flaskapp import app as application
다음과 같은 질문에 따르면 Numpy ImportError when deploying Flask App using mod_wsgi/Apache2
내가 (너무와 사이트-가능) 내 /etc/apache2/sites-enabled/000-default.conf 수정 같은 :
WSGIPythonPath /usr/local/lib/python2.7/site-packages/
<VirtualHost *:80>
ServerAdmin [email protected]
DocumentRoot /var/www/html
WSGIDaemonProcess flaskapp threads=5
WSGIScriptAlias//var/www/html/flaskapp/flaskapp.wsgi
<Directory flaskapp>
WSGIProcessGroup flaskapp
WSGIApplicationGroup %{GLOBAL}
Order deny,allow
Allow from all
</Directory>
ErrorLog ${APACHE_LOG_DIR}/error.log
CustomLog ${APACHE_LOG_DIR}/access.log combined
</VirtualHost>
http://ec2-....compute-1.amazonaws.com/predict가 발생 URL로 간다 :
500 내부 서버 오류 또는
서버에서 내부 오류가 발생하여 요청을 완료하지 못했습니다. 서버가 과부하되었거나 응용 프로그램에 오류가 있습니다. 다음
오류 로그가 표시
[Thu Nov 02 22:15:21.936872 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] [2017-11-02 22:15:21,936] ERROR in app: Exception on /predict [GET]
[Thu Nov 02 22:15:21.936900 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] Traceback (most recent call last):
[Thu Nov 02 22:15:21.936903 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] File "/usr/local/lib/python2.7/dist-packages/flask/app.py", line 1982, in wsgi_app
[Thu Nov 02 22:15:21.936905 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] response = self.full_dispatch_request()
[Thu Nov 02 22:15:21.936907 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] File "/usr/local/lib/python2.7/dist-packages/flask/app.py", line 1614, in full_dispatch_request
[Thu Nov 02 22:15:21.936909 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] rv = self.handle_user_exception(e)
[Thu Nov 02 22:15:21.936911 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] File "/usr/local/lib/python2.7/dist-packages/flask/app.py", line 1517, in handle_user_exception
[Thu Nov 02 22:15:21.936913 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] reraise(exc_type, exc_value, tb)
[Thu Nov 02 22:15:21.936915 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] File "/usr/local/lib/python2.7/dist-packages/flask/app.py", line 1612, in full_dispatch_request
[Thu Nov 02 22:15:21.936917 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] rv = self.dispatch_request()
[Thu Nov 02 22:15:21.936918 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] File "/usr/local/lib/python2.7/dist-packages/flask/app.py", line 1598, in dispatch_request
[Thu Nov 02 22:15:21.936920 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] return self.view_functions[rule.endpoint](**req.view_args)
[Thu Nov 02 22:15:21.936922 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] File "/var/www/html/flaskapp/flaskapp.py", line 37, in predict
[Thu Nov 02 22:15:21.936924 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] import numpy as np
[Thu Nov 02 22:15:21.936931 2017] [wsgi:error] [pid 11753:tid 140263731681024] [client 130.245.192.4:11592] ImportError: No module named numpy