（3）原神角色数据分析-3
绘图类
在名为“WRITEPHOT.py”的文件中，定义如下绘图方式，则在主页面(app.py)文件中，可通过如下方式调用：
from WRITEPHOTO import WriteScatter,WriteFunnel,WriteBarData,WritePie,WriteLineBar代码如下：
"""绘图"""
from pyecharts.charts import Scatter
from pyecharts import options as opts
from pyecharts.charts import Funnel
from pyecharts.faker import Faker
from pyecharts.charts import Bar
from pyecharts.charts import Pie
from pyecharts import options as opts
from pyecharts.charts import Bar, Timeline
from pyecharts.faker import Faker
import numpy as np
import pandas as pd
# 散点图
class WriteScatter:
Name = None
Hp = None
Def = None
Atk = None
def __init__(self, Name, Hp, Def, Atk):
self.Name = Name
self.Hp = Hp
self.Def = Def
self.Atk = Atk
def write_scatter(self):
from pyecharts.faker import Faker
c = (
Scatter()
.add_xaxis(list(self.Name))
.add_yaxis("生命值", list(self.Hp))
.add_yaxis("防御力", list(self.Def))
.add_yaxis("攻击力", list(self.Atk))
.set_global_opts(
title_opts=opts.TitleOpts(title="Scatter-VisualMap(Size)"),
visualmap_opts=opts.VisualMapOpts(type_="size", max_=150, min_=20),
xaxis_opts=opts.AxisOpts(axislabel_opts={"rotate": 45})
)
.render("./templates/筛选结果-自动生成.html")
)
# 漏斗图
class WriteFunnel:
# 角色名称
role_name = None
# 分类依据
type_things = None
def __init__(self, role_name, type_things):
self.role_name = role_name
self.type_things = type_things
# zip()函数
# >>> a = ['a', 'b', 'c', 'd']
# >>> b = ['1', '2', '3', '4']
# >>> list(zip(a, b))
# [('a', '1'), ('b', '2'), ('c', '3'), ('d', '4')]
def write_funnel(self):
c = (
Funnel()
.add(
self.type_things,
[list(z) for z in zip(self.role_name, self.type_things)],
sort_="ascending",
label_opts=opts.LabelOpts(position="inside"),
)
.set_global_opts(title_opts=opts.TitleOpts(title="Funnel-Sort（ascending）"))
.render("./templates/排序结果-自动生成.html")
)
# 数据集
class WriteBarData:
def __init__(self, df):
self.df = df
def write_bar_data(self):
list_source = [["produce", "生命值", "防御力", "攻击力"]]
for x in range(0, len(self.df["角色"])):
list_source.append([self.df.iloc[x]["角色"],
int(self.df.iloc[x]["生命值"]),
int(self.df.iloc[x]["防御力"]),
int(self.df.iloc[x]["攻击力"])])
print(list_source)
c = (
Bar()
.add_dataset(
source=list_source
)
.add_yaxis(series_name="生命值", y_axis=[])
.add_yaxis(series_name="防御力", y_axis=[])
.add_yaxis(series_name="攻击力", y_axis=[])
.set_global_opts(
title_opts=opts.TitleOpts(title="标题"),
xaxis_opts=opts.AxisOpts(type_="category"),
)
.render("./templates/数据集-自动生成.html")
)
# 饼图
class WritePie:
def __init__(self, three_things, role_type, role_add):
self.role_things = three_things
self.role_type = role_type
self.role_add = role_add
def write_pie(self):
print()
print(self.role_things)
c = (
Pie()
.add(
"",
# 这块可以是Series和Series，但不能是Series和list，因为两者无法匹配
[list(z) for z in zip(["生命值", "防御力", "攻击力"],
[int(self.role_things[0]), int(self.role_things[1]), int(self.role_things[2])])],
radius=["40%", "75%"],
)
.set_global_opts(
title_opts=opts.TitleOpts(title=f"{self.role_type}属性角色/{self.role_add}"),
legend_opts=opts.LegendOpts(orient="vertical", pos_top="15%", pos_left="2%"),
)
.set_series_opts(label_opts=opts.LabelOpts(formatter="{b}: {c}"))
.render("./templates/单个角色数据-自动生成.html")
)
# 时间柱状图
class WriteLineBar:
def __init__(self):
self.role_name = ["火", "水", "冰", "风", "雷", "岩"]
def write_lin_bar(self):
tl = Timeline()
for i in self.role_name:
role_things = pd.read_excel("C:/Users/YHT/Desktop/项目/原神各属性角色信息.xlsx", header=0, index_col=0)
role_things = role_things.fillna(axis=0, method="ffill")
things_list = role_things.groupby("属性").groups
print(role_things.loc[things_list[i]]["角色"])
bar = (
Bar()
.add_xaxis(list(role_things.loc[things_list[i]]["角色"]))
.add_yaxis("生命值", list(role_things.loc[things_list[i]]["生命值"]))
.add_yaxis("防御力", list(role_things.loc[things_list[i]]["防御力"]))
.add_yaxis("攻击力", list(role_things.loc[things_list[i]]["攻击力"]))
.set_global_opts(title_opts=opts.TitleOpts())
)
tl.add(bar, f"{i}属性")
tl.render("./templates/时间柱状图所有角色-自动生成.html")