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使用python3和flask構建RESTful API(介面測試服務與mockserver工具)

引言

構建RESTful API貌似是開發的工作,和測試有和關係?

其實測試開發需要構建RESTful API的場景很多。比如測試Android應用,一般的介面測試只考慮了伺服器端,至於客戶端在網路異常或者服務端異常時如何反應,多數天朝的測試人員是沒有考慮到的。客戶端在對這些異常處理不夠充分的時候,會出現崩潰等各種莫名其妙的問題。

為此一些走在前沿的測試人員會自己寫一些RESTful API, 把服務端的域名劫持到自己的API,故意返回各種異常,看客戶端的穩定性。

另外測試開發的測試工具需要和其他系統對接等場景也經常需要API。

參考資料

術語

REST: REpresentational State Transfer

目標

  • GET - /api/Category - Retrieve all categories

  • POST - /api/Category - Add a new category

  • PUT - /api/Category - Update a category

  • DELETE - /api/Category - Delete a category

  • GET - /api/Comment - Retrieve all the stored comments

  • POST - /api/Comment - Add new comment

要求

  • python3.*
  • PostgreSQL

工程目錄

project/
├── app.py
├── config.py
├── migrate.py
├── Model.py
├── requirements.txt
├── resources
│   └── Hello.py
│   └── Comment.py
│   └── Category.py
└── run.py

requirements.txt的內容如下:

flask
flask_restful
flask_script
flask_migrate
marshmallow
flask_sqlalchemy
flask_marshmallow
marshmallow-sqlalchemy
psycopg2-binary
python-daemon
  • flask - Python的微框架

  • flask_restful - 這是Flask的擴充套件,可快速構建REST API。

  • flask_script - 提供了在Flask中編寫外部指令碼的支援。

  • flask_migrate - 使用Alembic的Flask應用進行SQLAlchemy資料庫遷移。

  • marshmallow - ORM/ODM/框架無關的庫,用於複雜資料型別(如物件)和Python資料型別轉換。

  • flask_sqlalchemy - Flask擴充套件,增加了對SQLAlchemy的支援。

  • flask_marshmallow - 這是Flask和marshmallow的中間層。

  • marshmallow-sqlalchemy - 這是sqlalchemy和marshmallow的中間層。

  • psycopg - Python的PostgreSQL API。

安裝依賴

# pip3 install -r requirements.txt

安裝配置PostgreSQL

這裡以 Ubuntu 16.04為例:

# sudo apt-get update && sudo apt-get upgrade
# apt-get install postgresql postgresql-contrib
# su - postgres
$ createdb api
$ createuser andrew --pwprompt #建立使用者
$ psql -d api -c "ALTER USER andrew WITH PASSWORD 'api';"

參考資料:

配置

# -*- coding: utf-8 -*-

# CreateDate: 2018-1-10

from flask import Blueprint
from flask_restful import Api
from resources.Hello import Hello
from resources.Category import CategoryResource
from resources.Comment import CommentResource


api_bp = Blueprint('api', __name__)
api = Api(api_bp)

# Routes
api.add_resource(Hello, '/Hello')
api.add_resource(CategoryResource, '/Category')
api.add_resource(CommentResource, '/Comment')

快速入門

app.py

from flask import Blueprint
from flask_restful import Api
from resources.Hello import Hello

api_bp = Blueprint('api', __name__)
api = Api(api_bp)

# Route
api.add_resource(Hello, '/Hello')

resource/Hello.py

#!/usr/bin/python
# -*- coding: utf-8 -*-
#  qq群:548377875
# CreateDate: 2018-1-10

from flask_restful import Resource


class Hello(Resource):
    def get(self):
        return {"message": "Hello, World!"}

    def post(self):
        return {"message": "Hello, World!"}

run.py

from flask import Flask


def create_app(config_filename):
    app = Flask(__name__)
    app.config.from_object(config_filename)

    from app import api_bp
    app.register_blueprint(api_bp, url_prefix='/api')

    return app


if __name__ == "__main__":
    app = create_app("config")
    app.run(debug=True)

啟動服務

$ python3 run.py
 * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
 * Restarting with stat
 * Debugger is active!
 * Debugger PIN: 136-695-873
{
    "hello": "world"
}

接入資料庫

from flask import Flask
from marshmallow import Schema, fields, pre_load, validate
from flask_marshmallow import Marshmallow
from flask_sqlalchemy import SQLAlchemy


ma = Marshmallow()
db = SQLAlchemy()


class Comment(db.Model):
    __tablename__ = 'comments'
    id = db.Column(db.Integer, primary_key=True)
    comment = db.Column(db.String(250), nullable=False)
    creation_date = db.Column(db.TIMESTAMP, server_default=db.func.current_timestamp(), nullable=False)
    category_id = db.Column(db.Integer, db.ForeignKey('categories.id', ondelete='CASCADE'), nullable=False)
    category = db.relationship('Category', backref=db.backref('comments', lazy='dynamic' ))

    def __init__(self, comment, category_id):
        self.comment = comment
        self.category_id = category_id


class Category(db.Model):
    __tablename__ = 'categories'
    id = db.Column(db.Integer, primary_key=True)
    name = db.Column(db.String(150), unique=True, nullable=False)

    def __init__(self, name):
        self.name = name


class CategorySchema(ma.Schema):
    id = fields.Integer()
    name = fields.String(required=True)


class CommentSchema(ma.Schema):
    id = fields.Integer(dump_only=True)
    category_id = fields.Integer(required=True)
    comment = fields.String(required=True, validate=validate.Length(1))
    creation_date = fields.DateTime()

migrate.py

from flask_script import Manager
from flask_migrate import Migrate, MigrateCommand
from Model import db
from run import create_app

app = create_app('config')

migrate = Migrate(app, db)
manager = Manager(app)
manager.add_command('db', MigrateCommand)


if __name__ == '__main__':
    manager.run()

資料遷移

$ python3 migrate.py db init
$ python3 migrate.py db migrate
$ python migrate.py db upgrade

修改Category.py 和Comment.py,

測試

可以使用curl,比如:

curl http://127.0.0.1:5000/api/Category --data '{"name":"test5","id":5}' -H "Content-Type: application/json"

也可以在chrome中使用postman: