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2025-09-10 16:08:59 +08:00
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Model/RuYuanZaiYuanCount.py Normal file
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import json
from pyecharts import options as opts
from pyecharts.charts import Bar, Line
from pyecharts.globals import CurrentConfig
from Config.Config import ONLINE_HOST
CurrentConfig.ONLINE_HOST = ONLINE_HOST
class RuYuanZaiYuanModel:
@staticmethod
def load_student_data():
try:
# 加载招生数据(入园人数)
with open("./Data/ZhaoShengCount.json", "r", encoding="utf-8") as f:
enrollment_data = json.load(f)
# 加载在校生数据(在园人数)
with open("./Data/ZaiXiaoShengCount.json", "r", encoding="utf-8") as f:
in_school_data = json.load(f)
return enrollment_data, in_school_data
except Exception as e:
print(f"读取学生数据出错: {e}")
return [], []
@staticmethod
def generate_preschool_education_config():
# 获取学前教育相关数据
enrollment_data, in_school_data = RuYuanZaiYuanModel.load_student_data()
# 提取云南省级数据
yunnan_enroll = next((item for item in enrollment_data if item["area_name"] == "云南省"), None)
yunnan_in_school = next((item for item in in_school_data if item["area_name"] == "云南省"), None)
if not yunnan_enroll or not yunnan_in_school:
return {}
# 提取年份数据(2015-2024)
years = [str(year) for year in range(2015, 2025)]
# 构建学前教育数据
urban_enroll = [] # 城区入园人数
town_enroll = [] # 镇区入园人数
rural_enroll = [] # 乡村入园人数
urban_in_school = [] # 城区在园人数
town_in_school = [] # 镇区在园人数
rural_in_school = [] # 乡村在园人数
for year in years:
# 入园人数(招生数据)
pre_enroll = yunnan_enroll.get("education_data", {}).get("preschool", {}).get(year, {})
urban_enroll.append(pre_enroll.get("urban", 0))
town_enroll.append(pre_enroll.get("town", 0))
rural_enroll.append(pre_enroll.get("rural", 0))
# 在园人数(在校生数据)
pre_in_school = yunnan_in_school.get("education_data", {}).get("preschool", {}).get(year, {})
urban_in_school.append(pre_in_school.get("urban", 0))
town_in_school.append(pre_in_school.get("town", 0))
rural_in_school.append(pre_in_school.get("rural", 0))
# 构建option数据结构
option = {
"grid": {
"left": 0,
"right": 0,
"top": 40,
"bottom": 10,
"containLabel": True,
},
"textStyle": {
"color": "#fff",
},
"tooltip": {
"trigger": "axis",
"axisPointer": {
"type": "cross",
"crossStyle": { "color": "#999" },
},
"textStyle": { "color": "#fff" },
"backgroundColor": "rgba(96,98,102,0.8)",
"borderColor": "rgba(255,255,255,0.3)",
"borderWidth": 1,
},
"legend": {
"data": ["城区入园人数", "镇区入园人数", "乡村入园人数",
"城区在园人数", "镇区在园人数", "乡村在园人数"],
"top": 0,
"textStyle": { "color": "#fff" },
"icon": "roundRect",
"itemWidth": 12,
"itemHeight": 12,
},
"xAxis": [
{
"type": "category",
"data": years,
"axisPointer": { "type": "shadow" },
"axisLine": { "lineStyle": { "color": "#fff" } },
"axisLabel": { "color": "#fff" },
"nameTextStyle": { "color": "#fff" },
},
],
"yAxis": [
{
"type": "value",
"axisLabel": { "formatter": "{value}", "color": "#fff" },
}
],
"series": [
{
"name": "城区入园人数",
"type": "bar",
"data": urban_enroll,
"itemStyle": { "borderRadius": [6, 6, 0, 0] },
},
{
"name": "镇区入园人数",
"type": "bar",
"data": town_enroll,
"itemStyle": { "borderRadius": [6, 6, 0, 0] },
},
{
"name": "乡村入园人数",
"type": "bar",
"data": rural_enroll,
"itemStyle": { "borderRadius": [6, 6, 0, 0] },
},
{
"name": "城区在园人数",
"type": "line",
"data": urban_in_school,
"yAxisIndex": 0,
"lineStyle": { "width": 3 },
"symbolSize": 8,
},
{
"name": "镇区在园人数",
"type": "line",
"data": town_in_school,
"yAxisIndex": 0,
"lineStyle": { "width": 3 },
"symbolSize": 8,
},
{
"name": "乡村在园人数",
"type": "line",
"data": rural_in_school,
"yAxisIndex": 0,
"lineStyle": { "width": 3 },
"symbolSize": 8,
}
],
}
return option