def theme_infographic() -> Bar:
c = (Bar(init_opts=opts.InitOpts(theme=ThemeType.INFOGRAPHIC)).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).add_yaxis("商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-infographic")))
return c
def theme_westeros() -> Bar:
c = (Bar(init_opts=opts.InitOpts(theme=ThemeType.WESTEROS)).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).add_yaxis("商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-westeros")))
return c
def theme_wonderland() -> Bar:
c = (Bar(init_opts=opts.InitOpts(theme=ThemeType.WONDERLAND)).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).add_yaxis("商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-wonderland")))
return c
def theme_vintage() -> Bar:
c = (Bar(init_opts=opts.InitOpts(theme=ThemeType.VINTAGE)).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).add_yaxis("商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-vintage")))
return c
def theme_walden() -> Bar:
c = (Bar(init_opts=opts.InitOpts(theme=ThemeType.WALDEN)).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).add_yaxis("商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-walden")))
return c
def grid_horizontal() -> Grid:
scatter = (
Scatter()
.add_xaxis(Faker.choose())
.add_yaxis("商家A", Faker.values())
.add_yaxis("商家B", Faker.values())
.set_global_opts(
title_opts=opts.TitleOpts(title="Grid-Scatter"),
legend_opts=opts.LegendOpts(pos_left="20%"),
)
)
line = (
Line()
.add_xaxis(Faker.choose())
.add_yaxis("商家A", Faker.values())
.add_yaxis("商家B", Faker.values())
.set_global_opts(
title_opts=opts.TitleOpts(title="Grid-Line", pos_right="5%"),
legend_opts=opts.LegendOpts(pos_right="20%"),
)
)
grid = (
Grid()
.add(scatter, grid_opts=opts.GridOpts(pos_left="55%"))
.add(line, grid_opts=opts.GridOpts(pos_right="55%"))
)
return grid
def grid_vertical() -> Grid:
bar = (
Bar()
.add_xaxis(Faker.choose())
.add_yaxis("商家A", Faker.values())
.add_yaxis("商家B", Faker.values())
.set_global_opts(title_opts=opts.TitleOpts(title="Grid-Bar"))
)
line = (
Line()
.add_xaxis(Faker.choose())
.add_yaxis("商家A", Faker.values())
.add_yaxis("商家B", Faker.values())
.set_global_opts(
title_opts=opts.TitleOpts(title="Grid-Line", pos_top="48%"),
legend_opts=opts.LegendOpts(pos_top="48%"),
)
)
grid = (
Grid()
.add(bar, grid_opts=opts.GridOpts(pos_bottom="60%"))
.add(line, grid_opts=opts.GridOpts(pos_top="60%"))
)
return grid
def scatter_value_xaxis() -> Scatter:
c = (Scatter().add_xaxis(Faker.values()).add_yaxis(
"商家A", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts(title="Scatter-X 数值轴"),
xaxis_opts=opts.AxisOpts(type_="value"),
tooltip_opts=opts.TooltipOpts(formatter="{c}")))
return c
def theme_macarons() -> Bar:
c = (Bar(init_opts=opts.InitOpts(theme=ThemeType.MACARONS)).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).add_yaxis("商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-macarons")))
return c
def line_base():
c = (
Line()
# 传入X轴数据,选择七个品类中的一种中的七样东西
.add_xaxis(Faker.choose())
# 传入Y轴数据，第一个参数是系列的名称，第二个参数是数据(随机选择20-150之间的整数)
# 平滑曲线加上is_smooth=True即可自动平滑
.add_yaxis('商家A', Faker.values(), is_smooth=True)
# 隐藏某系列数据False,隐藏后图例是灰色，点击就可以显示出来,默认参数是True显示
.add_yaxis('商家B', Faker.values(), is_smooth=True, is_selected=True)
# 设置数据配置项
# 每个商品的数量是显示在点的上部，改变数据的颜色
.set_series_opts(label_opts=opts.LabelOpts(
is_show=True, color='red', position='top'))
# 设置全局配置项
.set_global_opts(
# 显示主副标题
title_opts=opts.TitleOpts(title='主标题:商家', subtitle='副标题:销售记录'),
# 显示工具栏,工具栏用于刷新图片，下载图片，查看图片数据等
toolbox_opts=opts.ToolboxOpts(),
# 隐藏图例False，默认显示图例True,没有该设置，默认所有图例都显示
legend_opts=opts.LegendOpts(is_show=True),
# 设置Y轴坐标刻度
yaxis_opts=opts.AxisOpts(min_=0, max_=180)))
# 绘制图片
pic = c.render()
return pic
def district_score_box_plot(df, district, school_name):
try:
# school_name=None
middle_score = middle_school_data4box(df)
labels = list(middle_score.columns)
c = Boxplot(init_opts=opts.InitOpts(width='1750px'))
c.add_xaxis([""])
for col in labels:
value = [list(middle_score[col].dropna())]
c.add_yaxis(col, c.prepare_data(value))
c.set_global_opts(
title_opts=opts.TitleOpts(title=f"{district}-{school_name}成绩分布"),
legend_opts=opts.LegendOpts(is_show=False),
yaxis_opts=opts.AxisOpts(min_=400, max_=750))
return c
except:
v2 = [Faker.values(450, 650)]
v1 = [Faker.values(500, 700)]
c = Boxplot(init_opts=opts.InitOpts(width='1750px'))
c.add_xaxis([''])
c.add_yaxis("中学A",
c.prepare_data(v1)).add_yaxis("中学B", c.prepare_data(v2))
c.set_global_opts(title_opts=opts.TitleOpts(
title=f"{district}初中成绩分布（示例）", subtitle="当看到此页面，说明所选区目前无数据"))
return c
def theme_roma() -> Bar:
c = (Bar(init_opts=opts.InitOpts(theme=ThemeType.ROMA)).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).add_yaxis("商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-roma")))
return c
def bar_base():
# 采用链式写法,先传入所有的数据和配置
c = (
Bar()
# 传入X轴数据,选择七个品类中的一种中的七样东西
.add_xaxis(Faker.choose())
# 传入Y轴数据，第一个参数是系列的名称，第二个参数是数据(随机选择20-150之间的整数)
.add_yaxis('商家A', Faker.values())
# 隐藏某系列数据False,隐藏后图例是灰色，点击就可以显示出来,默认参数是True显示
.add_yaxis('商家B', Faker.values(), is_selected=True)
# 翻转XY轴,变成横条图,X轴竖向显示,Y轴横向显示
.reversal_axis()
# 柱状图的每个商品的数量是显示在柱子顶部,翻转后数据要显示在右侧
.set_series_opts(label_opts=opts.LabelOpts(is_show=True, position='right'))
# 设置全局配置项
.set_global_opts(
# 显示主副标题
title_opts=opts.TitleOpts(title='主标题:商家', subtitle='副标题:销售记录'),
# 显示工具栏,工具栏用于刷新图片，下载图片，查看图片数据等
toolbox_opts=opts.ToolboxOpts(),
# 隐藏图例False，默认显示图例True,没有该设置，默认所有图例都显示
legend_opts=opts.LegendOpts(is_show=True),
)
)
# 绘制图片
pic = c.render()
return pic
def timeline_map() -> Timeline:
map0 = (Map().add("商家A",
[list(z) for z in zip(Faker.provinces, Faker.values())],
"china").set_global_opts(
title_opts=opts.TitleOpts(title="Map-2015年某些数据"),
visualmap_opts=opts.VisualMapOpts(max_=200),
))
map1 = (Map().add("商家A",
[list(z) for z in zip(Faker.provinces, Faker.values())],
"china").set_global_opts(
title_opts=opts.TitleOpts(title="Map-2016年某些数据"),
visualmap_opts=opts.VisualMapOpts(max_=200),
))
map2 = (Map().add("商家A",
[list(z) for z in zip(Faker.provinces, Faker.values())],
"china").set_global_opts(
title_opts=opts.TitleOpts(title="Map-2017年某些数据"),
visualmap_opts=opts.VisualMapOpts(max_=200),
))
map3 = (Map().add("商家A",
[list(z) for z in zip(Faker.provinces, Faker.values())],
"china").set_global_opts(
title_opts=opts.TitleOpts(title="Map-2018年某些数据"),
visualmap_opts=opts.VisualMapOpts(max_=200),
))
map4 = (Map().add("商家A",
[list(z) for z in zip(Faker.provinces, Faker.values())],
"china").set_global_opts(
title_opts=opts.TitleOpts(title="Map-2019年某些数据"),
visualmap_opts=opts.VisualMapOpts(max_=200),
))
tl = (Timeline().add(map0,
"2015年").add(map1, "2016年").add(map2, "2017年").add(
map3, "2018年").add(map4, "2019年"))
return tl
def bar_reversal_axis() -> Bar:
c = (Bar().add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).reversal_axis().set_series_opts(
label_opts=opts.LabelOpts(position="right")).set_global_opts(
title_opts=opts.TitleOpts(title="Bar-翻转 XY 轴")))
return c
def bar_stack0() -> Bar:
c = (Bar().add_xaxis(Faker.choose()).add_yaxis(
"商家A", Faker.values(), stack="stack1").add_yaxis(
"商家B", Faker.values(), stack="stack1").set_series_opts(
label_opts=opts.LabelOpts(is_show=False)).set_global_opts(
title_opts=opts.TitleOpts(title="Bar-堆叠数据（全部）")))
return c
def bar_graphic_image_component() -> Bar:
c = (
Bar()
.add_xaxis(Faker.choose())
.add_yaxis("商家A", Faker.values())
.add_yaxis("商家B", Faker.values())
.set_global_opts(
title_opts=opts.TitleOpts(title="Bar-Graphic Image 组件示例"),
graphic_opts=[
opts.GraphicImage(
graphic_item=opts.GraphicItem(
id_="logo",
right=20,
top=20,
z=-10,
bounding="raw",
origin=[75, 75],
),
graphic_imagestyle_opts=opts.GraphicImageStyleOpts(
image="http://echarts.baidu.com/images/favicon.png",
width=150,
height=150,
opacity=0.4,
),
)
],
)
)
return c
def theme_default() -> Bar:
c = (Bar().add_xaxis(Faker.choose()).add_yaxis(
"商家A", Faker.values()).add_yaxis("商家B", Faker.values()).add_yaxis(
"商家C",
Faker.values()).add_yaxis("商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-default")))
return c
def bar_custom_bar_color() -> Bar:
color_function = """
function (params) {
if (params.value > 0 && params.value < 50) {
return 'red';
} else if (params.value > 50 && params.value < 100) {
return 'blue';
}
return 'green';
}
"""
c = (Bar().add_xaxis(Faker.choose()).add_yaxis(
"商家A",
Faker.values(),
itemstyle_opts=opts.ItemStyleOpts(color=JsCode(color_function)),
).add_yaxis(
"商家B",
Faker.values(),
itemstyle_opts=opts.ItemStyleOpts(color=JsCode(color_function)),
).add_yaxis(
"商家C",
Faker.values(),
itemstyle_opts=opts.ItemStyleOpts(color=JsCode(color_function)),
).set_global_opts(title_opts=opts.TitleOpts(title="Bar-自定义柱状颜色")))
return c
def bar_base():
# 采用链式写法,先传入所有的数据和配置
c = (
Bar()
# 传入X轴数据,选择七个品类中的一种中的七样东西
.add_xaxis(Faker.choose())
# 传入Y轴数据，第一个参数是系列的名称，第二个参数是数据(随机选择20-150之间的整数)
# 堆叠显示，加入堆叠系列名称，同一个系统堆叠在同一个柱子上,不堆叠的不传参数
.add_yaxis('商家A', Faker.values(), stack='stack1')
# 隐藏某系列数据False,隐藏后图例是灰色，点击就可以显示出来,默认参数是True显示
.add_yaxis('商家B', Faker.values(), stack='stack1', is_selected=True)
# 翻转XY轴,变成横条图,X轴竖向显示,Y轴横向显示
# .reversal_axis()
# 柱状图的每个商品的数量是显示在柱子顶部,翻转后数据要显示在右侧
.set_series_opts(label_opts=opts.LabelOpts(
is_show=True, color='black', position='top'))
# 设置全局配置项
.set_global_opts(
# 显示主副标题
title_opts=opts.TitleOpts(title='主标题:商家', subtitle='副标题:销售记录'),
# 显示工具栏,工具栏用于刷新图片，下载图片，查看图片数据等
toolbox_opts=opts.ToolboxOpts(),
# 隐藏图例False，默认显示图例True,没有该设置，默认所有图例都显示
legend_opts=opts.LegendOpts(is_show=True),
# 设置Y轴坐标刻度，由于堆叠以后数据超过单独的最大数据150,需要将刻度调整
yaxis_opts=opts.AxisOpts(min_=0, max_=300)))
# 绘制图片
pic = c.render()
return pic
def theme_purple_passion() -> Bar:
c = (Bar(init_opts=opts.InitOpts(
theme=ThemeType.PURPLE_PASSION)).add_xaxis(Faker.choose()).add_yaxis(
"商家A", Faker.values()).add_yaxis("商家B", Faker.values()).add_yaxis(
"商家C", Faker.values()).add_yaxis(
"商家D", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts("Theme-purple-passion")))
return c
def bar_with_brush() -> Bar:
c = (Bar().add_xaxis(Faker.choose()).add_yaxis(
"商家A",
Faker.values()).add_yaxis("商家B", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts(title="Bar-Brush示例", subtitle="我是副标题"),
brush_opts=opts.BrushOpts(),
))
return c
def bar_base_with_animation() -> Bar:
c = (Bar(init_opts=opts.InitOpts(animation_opts=opts.AnimationOpts(
animation_delay=1000, animation_easing="elasticOut"))).add_xaxis(
Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B",
Faker.values()).set_global_opts(title_opts=opts.TitleOpts(
title="Bar-动画配置基本示例", subtitle="我是副标题")))
return c
def scatter_visualmap_size() -> Scatter:
c = (Scatter().add_xaxis(Faker.choose()).add_yaxis(
"商家A",
Faker.values()).add_yaxis("商家B", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts(title="Scatter-VisualMap(Size)"),
visualmap_opts=opts.VisualMapOpts(type_="size", max_=150, min_=20),
))
return c
def bar_toolbox() -> Bar:
c = (Bar().add_xaxis(Faker.choose()).add_yaxis(
"商家A",
Faker.values()).add_yaxis("商家B", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts(title="Bar-显示 ToolBox"),
toolbox_opts=opts.ToolboxOpts(),
legend_opts=opts.LegendOpts(is_show=False),
))
return c
def bar_base_dict_config() -> Bar:
c = (Bar({
"theme": ThemeType.MACARONS
}).add_xaxis(Faker.choose()).add_yaxis("商家A", Faker.values()).add_yaxis(
"商家B", Faker.values()).set_global_opts(title_opts={
"text": "Bar-通过 dict 进行配置",
"subtext": "我也是通过 dict 进行配置的"
}))
return c
def bar_xyaxis_name() -> Bar:
c = (Bar().add_xaxis(Faker.choose()).add_yaxis(
"商家A",
Faker.values()).add_yaxis("商家B", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts(title="Bar-XY 轴名称"),
yaxis_opts=opts.AxisOpts(name="我是 Y 轴"),
xaxis_opts=opts.AxisOpts(name="我是 X 轴"),
))
return c
def bar_yaxis_formatter() -> Bar:
c = (Bar().add_xaxis(Faker.choose()).add_yaxis(
"商家A",
Faker.values()).add_yaxis("商家B", Faker.values()).set_global_opts(
title_opts=opts.TitleOpts(title="Bar-Y 轴 formatter"),
yaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(
formatter="{value} /月")),
))
return c
def line_base() -> Line:
c = (
Line()
.add_xaxis(Faker.choose())
.add_yaxis("商家A", Faker.values())
.add_yaxis("商家B", Faker.values())
.set_global_opts(title_opts=opts.TitleOpts(title="Line-基本示例"))
)
return c
def line_smooth() -> Line:
c = (
Line()
.add_xaxis(Faker.choose())
.add_yaxis("商家A", Faker.values(), is_smooth=True)
.add_yaxis("商家B", Faker.values(), is_smooth=True)
.set_global_opts(title_opts=opts.TitleOpts(title="Line-smooth"))
)
return c