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