dev_xulongjin c61ecd74cd feat(数据可视化技术): 添加网店运营大屏前端和后端基础结构
- 新建前端项目配置文件和样式文件
- 创建后端 Flask 应用和数据库连接管理器
- 定义多个 API 路由以获取销售数据
2025-05-19 09:12:20 +08:00

122 lines
3.9 KiB
Python
Executable File

# 1.导入必要的库和模块
from flask import Flask, jsonify, Blueprint
import pymysql
from flask_cors import CORS
from contextlib import contextmanager
from flask.json import JSONEncoder
from decimal import Decimal
# 2.创建 Flask 应用并配置
app = Flask(__name__)
app.config['JSON_AS_ASCII'] = False # 重要,让 JSON 数据按原字符编码输出,不转成 ASCII
app.config['JSONIFY_MIMETYPE'] = 'application/json; charset=utf-8'
CORS(app) # 解决跨域问题
class CustomJSONEncoder(JSONEncoder):
def default(self, obj):
if isinstance(obj, Decimal):
return float(obj) # 或 str(obj)
return super().default(obj)
app.json_encoder = CustomJSONEncoder
# 3.数据库连接上下文管理器
@contextmanager
def get_db_connection():
try:
connection = pymysql.connect(
host='hadoop102',
user='root',
port=3306,
password='123456',
database='marketing',
charset='utf8mb4',
cursorclass=pymysql.cursors.DictCursor
)
yield connection
except Exception as e:
print(f"Error: {e}")
finally:
if connection:
connection.close()
# 4.创建蓝图
data_bp = Blueprint('data', __name__)
# 5.定义API路由
# sales_month的数据接口
@data_bp.route('/api/sales_month', methods=['GET'])
def sales_month():
with get_db_connection() as connection:
with connection.cursor() as cursor:
sql = "SELECT * FROM sales_month"
cursor.execute(sql)
results = cursor.fetchall()
return jsonify(results)
# sales_region的数据接口
@data_bp.route('/api/sales_region', methods=['GET'])
def sales_region():
with get_db_connection() as connection:
with connection.cursor() as cursor:
sql = "SELECT * FROM sales_region"
cursor.execute(sql)
results = cursor.fetchall()
return jsonify(results)
# sales_manager的数据接口
@data_bp.route('/api/sales_manager', methods=['GET'])
def sales_manager():
with get_db_connection() as connection:
with connection.cursor() as cursor:
sql = "SELECT * FROM sales_manager"
cursor.execute(sql)
results = cursor.fetchall()
return jsonify(results)
# sales_province的数据接口
@data_bp.route('/api/sales_province', methods=['GET'])
def sales_province():
with get_db_connection() as connection:
with connection.cursor() as cursor:
sql = "SELECT * FROM sales_province"
cursor.execute(sql)
results = cursor.fetchall()
return jsonify(results)
# sales_product的数据接口
@data_bp.route('/api/sales_product', methods=['GET'])
def combine_data():
result = []
with get_db_connection() as conn:
cursor = conn.cursor()
# 直接使用 JOIN 语句查询关联数据
sql = """
SELECT mc.name AS main_name, mc.value, sc.name AS sub_name, sc.value
FROM main_categories mc
JOIN sub_categories sc ON mc.id = sc.main_category_id
"""
cursor.execute(sql)
rows = cursor.fetchall()
category_dict = {}
for row in rows:
main_name, main_value, sub_name, sub_value = row.values()
if main_name not in category_dict:
category_dict[main_name] = {
"name": main_name,
"value": main_value,
"children": []
}
category_dict[main_name]["children"].append({
"name": sub_name,
"value": sub_value
})
result = list(category_dict.values())
return jsonify(result)
# 6.注册蓝图并运行应用
app.register_blueprint(data_bp)
if __name__ == '__main__':
app.run(debug=True)