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ExamPatient.py
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ExamPatient.py
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# 使用UTF-8标准编码避免中文乱码
# -*- coding: UTF-8 -*-
import sys
import os
import datetime
import json
import numpy as np
from PyQt5.QtWebEngineWidgets import QWebEngineView
from PyQt5.QtWidgets import QDialog, QApplication, QAbstractItemView, QTableView, QWidget, QComboBox,QHBoxLayout, QFrame, \
QVBoxLayout, QPushButton
from PyQt5.QtGui import QStandardItemModel, QStandardItem
from PyQt5.QtCore import Qt, pyqtSlot, pyqtSignal, QUrl
#作图相关
import pyecharts.options as opts
from pyecharts.options import ComponentTitleOpts
from pyecharts.charts import Boxplot
from pyecharts.components import Table
from pyecharts.charts import Bar
from pyecharts.charts import Tab,Pie
# 模块
from Util.Common import get_sql_connection, get_logger, show_error_message
class ExamPatient(QDialog):
def __init__(self, parent=None):
# 继承所有dialog的方法
super(ExamPatient, self).__init__(parent)
# 为查询进行配置
self.db_list = []
self.db_name = ["APTT", "Ag", "Act", "RIPA", "FV3C", "CB", "pp", "BS"]
self.dict = {"APTT":0,"Ag":1,"全血凝固时间":2,"血浆蛋白":3,"凝血因子活性":4,"结合胆红素":5,"PP":6,"血糖":7}
self.age_list = []
self.gender_list = []
self.logger = None
self.connection = None
self.cursor = None
self.set_connection_cursor() # 建立连接
self.set_logger()
self.generate_data()
# 初始化ui
self.initUI()
def generate_data(self):
#总体情况
for item in self.db_name:
sql = """select %s from Exam_table where %s is not null""" % (item,item)
self.cursor.execute(sql)
tuple_data = list(self.cursor.fetchall())
list_data = [i[0] for i in tuple_data]
self.db_list.append(list_data)
#按性别
for item in self.db_name:
sql_f = """SELECT Exam_table.%s FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.gender='女' and Exam_table.%s is not null""" % (item,item)
self.cursor.execute(sql_f)
ftuple_data = list(self.cursor.fetchall())
flist_data = [i[0] for i in tuple_data]
sql_m = """SELECT Exam_table.%s FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.gender='男' and Exam_table.%s is not null""" % (item, item)
self.cursor.execute(sql_m)
mtuple_data = list(self.cursor.fetchall())
mlist_data = [i[0] for i in mtuple_data]
item_gender = {'女': flist_data, '男': mlist_data}
self.gender_list.append(item_gender)
#按年龄
for i in self.db_name:
sql1 = """SELECT Exam_table.%s FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.Age<18 and Exam_table.%s is not null""" % (item,item)
self.cursor.execute(sql1)
tuple1 = list(self.cursor.fetchall())
list1 = [i[0] for i in tuple1]
sql2 = """SELECT Exam_table.%s FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.Age>18 and Patient_table.Age<=35 and Exam_table.%s is not null""" % (item,item)
self.cursor.execute(sql2)
tuple2 = list(self.cursor.fetchall())
list2 = [i[0] for i in tuple2]
sql3 = """SELECT Exam_table.%s FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.Age>35 and Patient_table.Age<=60 and Exam_table.%s is not null""" %(item,item)
self.cursor.execute(sql3)
tuple3 = list(self.cursor.fetchall())
list3 = [i[0] for i in tuple3]
sql4 = """SELECT Exam_table.%s FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.Age>60 and Exam_table.%s is not null""" % (item,item)
self.cursor.execute(sql4)
tuple4 = list(self.cursor.fetchall())
list4 = [i[0] for i in tuple4]
item_age = {'18以下': list1, '18-35': list2,'35-60':list3,"60以上":list4}
self.age_list.append(item_age)
def initUI(self):
self.setWindowTitle("检验结果分析统计")
self.setMinimumSize(1200, 800)
self.cb = QComboBox()
self.cb.addItems(["血型","APTT", "Ag", "全血凝固时间","血浆蛋白","凝血因子活性","结合胆红素","PP","血糖"])
self.btn = QPushButton("确定", self) # 确定按钮
self.btn.clicked.connect(self.cao) # 绑定槽函数，确定后，显示后续所有ui
hlayout = QHBoxLayout()
hlayout.addWidget(self.cb)
hlayout.addWidget(self.btn)
hwidget = QWidget(self)
hwidget.setLayout(hlayout)
self.myHtml = QWebEngineView(self) # 浏览器引擎控件
self.myHtml.move(10, 50)
self.myHtml.resize(1000, 600)
def cao(self):
if self.cb.currentText() == '血型':
self.ShowBloodPatient()
else:
self.ShowExamPatient(self.cb.currentText())
def load_url(self,file_name):
file_path = os.path.abspath(
os.path.join(
os.path.dirname(__file__),
file_name))
local_url = QUrl.fromLocalFile(file_path)
self.myHtml.load(local_url)
def ShowBloodPatient(self):
tab = Tab()
tab.add(self.show_all_pie(),"总体")
tab.add(self.show_gender_pie(),"按性别")
# tab.add(self.show_age_pie("按年龄"))
tab.render("blood_patient_pie.html")
self.load_url("blood_patient_pie.html")
def show_all_pie(self) -> Pie:
blood_type = ['A','B','O','AB']
blood_num = []
for bt in blood_type:
sql = """select count(1) from Exam_table where blood_type='%s'""" % (bt)
self.cursor.execute(sql)
blood_num.append(self.cursor.fetchone()[0])
c = (
Pie()
.add(
"比例",
[list(z) for z in zip(blood_type, blood_num)],
radius=["40%", "55%"],
label_opts=opts.LabelOpts(
position="outside",
formatter="{a|{a}}{abg|}\n{hr|}\n {b|{b}: }{c} {per|{d}%} ",
background_color="#eee",
border_color="#aaa",
border_width=1,
border_radius=4,
rich={
"a": {"color": "#999", "lineHeight": 22, "align": "center"},
"abg": {
"backgroundColor": "#e3e3e3",
"width": "100%",
"align": "right",
"height": 22,
"borderRadius": [4, 4, 0, 0],
},
"hr": {
"borderColor": "#aaa",
"width": "100%",
"borderWidth": 0.5,
"height": 0,
},
"b": {"fontSize": 16, "lineHeight": 33},
"per": {
"color": "#eee",
"backgroundColor": "#334455",
"padding": [2, 4],
"borderRadius": 2,
},
},
),
)
.set_global_opts(title_opts=opts.TitleOpts(title="血型"),toolbox_opts=opts.ToolboxOpts(),)
)
return c
def show_gender_pie(self) -> Pie:
blood_type = ['A', 'B', 'O', 'AB']
mblood_num = []
fblood_num = []
for bt in blood_type:
sql_f = """SELECT count(1) FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.gender='女' and Exam_table.blood_type='%s' """ % (bt)
self.cursor.execute(sql_f)
fblood_num.append(self.cursor.fetchone()[0])
sql_m = """SELECT count(1) FROM Exam_table INNER JOIN Patient_table ON Exam_table.patient_ID=Patient_table.patient_ID
WHERE Patient_table.gender='男' and Exam_table.blood_type='%s' """ % (bt)
self.cursor.execute(sql_m)
mblood_num.append(self.cursor.fetchone()[0])
c = (
Pie()
.add(
"",
[list(z) for z in zip(blood_type, mblood_num)],
center=["20%", "30%"],
radius=[60, 80],
# label_opts=new_label_opts(),
)
.add(
"",
[list(z) for z in zip(blood_type, fblood_num)],
center=["55%", "30%"],
radius=[60, 80],
# label_opts=new_label_opts(),
)
.set_global_opts(
title_opts=opts.TitleOpts(title="血型"),
legend_opts=opts.LegendOpts(
type_="scroll", pos_top="20%", pos_left="80%", orient="vertical"
),
)
)
return c
def ShowExamPatient(self,project):
tab = Tab()
tab.add(self.show_all_boxplot(project), "总体")
tab.add(self.show_gender_boxplot(project), "按性别")
tab.add(self.show_age_boxplot(project), "按年龄")
tab.render("exam_patient_boxplot.html")
self.load_url("exam_patient_boxplot.html")
def show_all_boxplot(self,project)->Boxplot:
v1 = [self.db_list[self.dict[project]]]
c = Boxplot()
c.add_xaxis([project])
c.add_yaxis(project,c.prepare_data(v1))
c.set_global_opts(title_opts=opts.TitleOpts(title="所有数据"),toolbox_opts=opts.ToolboxOpts())
return c
def show_gender_boxplot(self,project)->Boxplot:
i = self.dict[project]
v1 = [self.gender_list[i]['女']]
v2 = [self.gender_list[i]['男']]
c = Boxplot()
c.add_xaxis([project])
c.add_yaxis("女", c.prepare_data(v1))
c.add_yaxis("男", c.prepare_data(v2))
c.set_global_opts(title_opts=opts.TitleOpts(title="按性别"),toolbox_opts=opts.ToolboxOpts(),)
return c
def show_age_boxplot(self,project)->Boxplot:
v1 = [self.age_list[self.dict[project]]['18以下']]
v2 = [self.age_list[self.dict[project]]['18-35']]
v3 = [self.age_list[self.dict[project]]['35-60']]
v4 = [self.age_list[self.dict[project]]['60以上']]
c = Boxplot()
c.add_xaxis([project])
c.add_yaxis("18以下", c.prepare_data(v1))
c.add_yaxis("18-35", c.prepare_data(v2))
c.add_yaxis("35-60", c.prepare_data(v3))
c.add_yaxis("60以上", c.prepare_data(v4))
c.set_global_opts(title_opts=opts.TitleOpts(title="按年龄"),toolbox_opts=opts.ToolboxOpts(),)
return c
## ============================== 功能函数区 ==============================#
# 设置cursor和connection
def set_connection_cursor(self) -> None:
self.connection = get_sql_connection()
self.cursor = self.connection.cursor()
def set_logger(self) -> None:
self.logger = get_logger("my_logger")
# 记录Debug信息
def record_debug(self, debug_message: str) -> None:
self.logger.debug("语句错误，错误原因为{}".format(debug_message))