当我浏览应在http://localhost:8080
上的计算机中运行的应用程序时,我没有得到http答案。怎么了?
我构建了一个flask应用程序来查询服务器并返回结果。当我使用gunicorn app:app --config=config.py
运行gunicorn时,该应用程序在本地运行良好,但是当我使用输出{1}}运行该docker映像时却无法运行,即使该应用程序在我得到输出时似乎正在运行:
docker run IMAGE
app.py 文件是:
[2019-03-15 10:13:06 +0000] [1] [INFO] Starting gunicorn 19.9.0
[2019-03-15 10:13:06 +0000] [1] [INFO] Listening at: http://0.0.0.0:8080 (1)
[2019-03-15 10:13:06 +0000] [1] [INFO] Using worker: threads
[2019-03-15 10:13:06 +0000] [8] [INFO] Booting worker with pid: 8
[2019-03-15 10:13:06 +0000] [10] [INFO] Booting worker with pid: 10
[2019-03-15 10:13:06 +0000] [14] [INFO] Booting worker with pid: 14
[2019-03-15 10:13:06 +0000] [15] [INFO] Booting worker with pid: 15
[2019-03-15 10:13:06 +0000] [17] [INFO] Booting worker with pid: 17
[2019-03-15 10:13:06 +0000] [18] [INFO] Booting worker with pid: 18
[2019-03-15 10:13:07 +0000] [23] [INFO] Booting worker with pid: 23
[2019-03-15 10:13:07 +0000] [24] [INFO] Booting worker with pid: 24
[2019-03-15 10:13:07 +0000] [30] [INFO] Booting worker with pid: 30
config.py 文件为:
import logging
from flask import Flask, request, jsonify
from config import auth_secret_token, PORT, DEBUG_MODE
from helper import check_parameters
from object_detection_grpc_client import main
app = Flask(__name__)
def check_authorization(request):
try:
if not 'Auth-token' in request.headers:
return jsonify({'error': 'unauthorized access'}), 401
token = request.headers['Auth-token']
if token != auth_secret_token:
return jsonify({'error': 'unauthorized access'}), 401
return "ok", 200
except Exception as e:
return jsonify({'error': 'unauthorized access'}), 401
@app.route("/", methods=['POST'])
def hello():
info, status_code = check_authorization(request)
if status_code != 200:
return info, status_code
else:
status, status_code = check_parameters(request.form)
if status_code != 200:
return status, status_code
else:
score = main()
response = {"status": "success", "score": score, "customer_id":(request.form["cust_id"])}
return jsonify(response), status_code
if __name__ == "__main__":
app.run(host="0.0.0.0", port=PORT, debug=DEBUG_MODE)
Dockerfile 是:
from os import environ as env
import multiprocessing
PORT = int(env.get("PORT", 8080))
DEBUG_MODE = int(env.get("DEBUG_MODE", 1))
# Gunicorn config
bind = ":" + str(PORT)
workers = multiprocessing.cpu_count() * 2 + 1
threads = 2 * multiprocessing.cpu_count()
auth_secret_token = "token"
server='A.B.C.D:9000'
model_name="mymodel"
input_image='filename.jpg'
label_map="./data/object_detection.pbtxt"
文件夹结构为:
FROM python:3.5.2
RUN apt update
WORKDIR /app
ADD requirements.txt /app/requirements.txt
RUN pip install -r /app/requirements.txt
ADD . /app
ENV PORT 8080
CMD ["gunicorn", "app:app", "--config=config.py"]
答案 0 :(得分:3)
我觉得这里正在发生的事情是您没有将端口绑定到计算机from the docker documentation this is how you expose it。
-publish,-p将容器的端口发布到主机
尝试使用以下命令运行docker容器
docker run -p 8080:8080 IMAGE
然后查询http://localhost:8080