流数据api

使用Flask创建一个API来生产流数据

from flask import Flask, jsonify
from faker import Faker
import datetime

app = Flask(__name__)
fake = Faker()

seq_number = 0


@app.route("/", methods=["GET"])
def random_user():
    global seq_number
    seq_number += 1
    current_time = datetime.datetime.now()
    user = {
        "seq_number": seq_number,
        "datetime": current_time,
        "timestamp": int(current_time.timestamp()),
        "name": fake.name(),
        "username": fake.user_name(),
        "email": fake.email(),
        "address": {
            "street": fake.street_address(),
            "city": fake.city(),
            "state": fake.state(),
            "zipcode": fake.zipcode(),
            "country": fake.country()
        },
        "date_of_birth": str(fake.date_of_birth()),  # 注意: 此处将日期转为字符串格式
        "phone_number": fake.phone_number(),
        "website": fake.url(),
        "profile_pic": fake.image_url(),
        "job_title": fake.job(),
        "company": fake.company(),
        "ssn": fake.ssn(),
        "about": fake.text(),
        # 新增的字段
        "random_bool": fake.pybool(),
        "random_list": fake.pylist(nb_elements=5, variable_nb_elements=True),  # 生成包含5个元素的随机列表
        "random_string": fake.pystr(),
        "random_int": fake.pyint(),
        "random_float": fake.pyfloat(left_digits=4, right_digits=2, positive=True)  # 例如，生成一个正的浮点数，整数部分有4位，小数部分有2位
    }
    return jsonify(user)


if __name__ == "__main__":
    app.run()

部署

gunicorn app:app -b 0.0.0.0:5000 --worker-tmp-dir . -D

从API拿数据

import requests

# API的URL地址
url = "http://linux.a:5000"

# 使用GET请求从API获取数据
response = requests.get(url)

# 确保请求成功
if response.status_code == 200:
    data = response.json()  # 假设API返回的是JSON格式的数据
    print(data)
else:
    print("Error:", response.status_code)