Dockerized微服务未响应

时间:2019-03-15 10:19:45

标签: python docker flask gunicorn

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{

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"]

1 个答案:

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