{"id":958346,"date":"2024-12-27T03:23:48","date_gmt":"2024-12-26T19:23:48","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/958346.html"},"modified":"2024-12-27T03:23:51","modified_gmt":"2024-12-26T19:23:51","slug":"python%e4%b8%ad%e5%a6%82%e4%bd%95%e8%bf%90%e8%a1%8cpyecharts","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/958346.html","title":{"rendered":"python\u4e2d\u5982\u4f55\u8fd0\u884cpyecharts"},"content":{"rendered":"

\"python\u4e2d\u5982\u4f55\u8fd0\u884cpyecharts\"<\/p>\n

\u5728Python\u4e2d\u8fd0\u884cpyecharts\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5pyecharts\u5e93\u3001\u521b\u5efa\u56fe\u8868\u5bf9\u8c61\u3001\u6dfb\u52a0\u6570\u636e\u5e76\u6e32\u67d3\u56fe\u8868<\/strong>\u3002\u5176\u4e2d\uff0c\u5b89\u88c5pyecharts\u5e93\u662f\u57fa\u7840\uff0c\u521b\u5efa\u56fe\u8868\u5bf9\u8c61\u662f\u6838\u5fc3\u6b65\u9aa4\uff0c\u901a\u8fc7\u6b64\u6b65\u9aa4\u53ef\u4ee5\u9009\u62e9\u4e0d\u540c\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5982\u67f1\u72b6\u56fe\u3001\u6298\u7ebf\u56fe\u7b49\u3002\u63a5\u4e0b\u6765\uff0c\u6dfb\u52a0\u6570\u636e\u662f\u5c06\u9700\u8981\u5c55\u793a\u7684\u6570\u636e\u8f93\u5165\u5230\u56fe\u8868\u4e2d\uff0c\u6700\u540e\u901a\u8fc7\u6e32\u67d3\u56fe\u8868\u5c06\u5176\u751f\u6210HTML\u6587\u4ef6\u4f9b\u67e5\u770b\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e9b\u6b65\u9aa4\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5b89\u88c5\u548c\u73af\u5883\u51c6\u5907<\/p>\n<\/p>\n

\u5728\u5f00\u59cb\u4f7f\u7528pyecharts\u4e4b\u524d\uff0c\u5fc5\u987b\u786e\u4fdd\u73af\u5883\u4e2d\u5df2\u7ecf\u5b89\u88c5\u4e86pyecharts\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528pip\u547d\u4ee4\u6765\u5b89\u88c5\uff1a<\/p>\n<\/p>\n

pip install pyecharts<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5b89\u88c5\u6210\u529f\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u5bfc\u5165\u5e93\u6765\u9a8c\u8bc1\u662f\u5426\u5b89\u88c5\u6210\u529f\u3002<\/strong><\/p>\n<\/p>\n
import pyecharts<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5982\u679c\u6ca1\u6709\u62a5\u9519\uff0c\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u521b\u5efa\u7b80\u5355\u56fe\u8868<\/p>\n<\/p>\n
pyecharts\u63d0\u4f9b\u4e86\u591a\u79cd\u56fe\u8868\u7c7b\u578b\uff0c\u5305\u62ec\u6298\u7ebf\u56fe(Line)\u3001\u67f1\u72b6\u56fe(Bar)\u3001\u997c\u56fe(Pie)\u7b49\u3002\u4ee5\u4e0b\u662f\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u67f1\u72b6\u56fe\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
from pyecharts.charts import Bar<\/p>\n
from pyecharts import options as opts<\/p>\n
bar = Bar()<\/p>\n
bar.add_xaxis(["\u82f9\u679c", "\u9999\u8549", "\u6a59\u5b50"])<\/p>\n
bar.add_yaxis("\u9500\u91cf", [5, 20, 36])<\/p>\n
bar.set_global_opts(title_opts=opts.TitleOpts(title="\u6c34\u679c\u9500\u91cf"))<\/p>\n
bar.render("bar_chart.html")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u9996\u5148\u5bfc\u5165Bar\u6a21\u5757\u548coptions\u6a21\u5757\uff0c\u7136\u540e\u521b\u5efaBar\u5bf9\u8c61\uff0c\u63a5\u7740\u4f7f\u7528add_xaxis<\/code>\u548cadd_yaxis<\/code>\u65b9\u6cd5\u6dfb\u52a0\u6570\u636e\uff0c\u6700\u540e\u901a\u8fc7set_global_opts<\/code>\u65b9\u6cd5\u8bbe\u7f6e\u5168\u5c40\u9009\u9879\uff0c\u5982\u6807\u9898\uff0c\u6700\u540e\u4f7f\u7528render<\/code>\u65b9\u6cd5\u751f\u6210HTML\u6587\u4ef6\u3002<\/strong><\/p>\n<\/p>\n
\u4e09\u3001\u56fe\u8868\u7684\u8bbe\u7f6e\u548c\u7f8e\u5316<\/p>\n<\/p>\n
pyecharts\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u8bbe\u7f6e\u9009\u9879\uff0c\u53ef\u4ee5\u5bf9\u56fe\u8868\u8fdb\u884c\u4e2a\u6027\u5316\u8bbe\u7f6e\u548c\u7f8e\u5316\u3002<\/strong><\/p>\n<\/p>\n
1\u3001\u5168\u5c40\u8bbe\u7f6e<\/p>\n<\/p>\n
\u5168\u5c40\u8bbe\u7f6e\u53ef\u4ee5\u901a\u8fc7set_global_opts<\/code>\u65b9\u6cd5\u5b9e\u73b0\uff0c\u5e38\u7528\u7684\u9009\u9879\u5305\u62ec\u6807\u9898\u3001\u56fe\u4f8b\u3001\u5de5\u5177\u7bb1\u7b49\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n
bar.set_global_opts(<\/p>\n
    title_opts=opts.TitleOpts(title="\u4e3b\u6807\u9898", subtitle="\u526f\u6807\u9898"),<\/p>\n
    legend_opts=opts.LegendOpts(is_show=True),<\/p>\n
    toolbox_opts=opts.ToolboxOpts(is_show=True)<\/p>\n
)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u7cfb\u5217\u8bbe\u7f6e<\/p>\n<\/p>\n
\u6bcf\u4e2a\u7cfb\u5217\u7684\u6570\u636e\u53ef\u4ee5\u901a\u8fc7set_series_opts<\/code>\u65b9\u6cd5\u8fdb\u884c\u8bbe\u7f6e\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n
bar.set_series_opts(<\/p>\n
    label_opts=opts.LabelOpts(is_show=False)<\/p>\n
)<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u4e3b\u9898\u8bbe\u7f6e<\/p>\n<\/p>\n
pyecharts\u652f\u6301\u591a\u79cd\u4e3b\u9898\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8fdb\u884c\u9009\u62e9\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n
from pyecharts.globals import ThemeType<\/p>\n
bar = Bar(init_opts=opts.InitOpts(theme=ThemeType.DARK))<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u5e38\u89c1\u56fe\u8868\u7c7b\u578b\u53ca\u5176\u4f7f\u7528<\/p>\n<\/p>\n
1\u3001\u6298\u7ebf\u56fe<\/p>\n<\/p>\n
\u6298\u7ebf\u56fe\u7528\u4e8e\u663e\u793a\u6570\u636e\u7684\u8d8b\u52bf\u53d8\u5316\uff0c\u521b\u5efa\u6298\u7ebf\u56fe\u7684\u8fc7\u7a0b\u4e0e\u67f1\u72b6\u56fe\u7c7b\u4f3c\uff1a<\/p>\n<\/p>\n
from pyecharts.charts import Line<\/p>\n
line = Line()<\/p>\n
line.add_xaxis(["\u5468\u4e00", "\u5468\u4e8c", "\u5468\u4e09", "\u5468\u56db", "\u5468\u4e94", "\u5468\u516d", "\u5468\u65e5"])<\/p>\n
line.add_yaxis("\u6700\u9ad8\u6c14\u6e29", [11, 11, 15, 13, 12, 13, 10])<\/p>\n
line.set_global_opts(title_opts=opts.TitleOpts(title="\u4e00\u5468\u6c14\u6e29\u53d8\u5316"))<\/p>\n
line.render("line_chart.html")<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u997c\u56fe<\/p>\n<\/p>\n
\u997c\u56fe\u7528\u4e8e\u663e\u793a\u5404\u90e8\u5206\u5360\u6574\u4f53\u7684\u6bd4\u4f8b\uff1a<\/p>\n<\/p>\n
from pyecharts.charts import Pie<\/p>\n
pie = Pie()<\/p>\n
pie.add("", [list(z) for z in zip(["\u82f9\u679c", "\u9999\u8549", "\u6a59\u5b50"], [5, 20, 36])])<\/p>\n
pie.set_global_opts(title_opts=opts.TitleOpts(title="\u6c34\u679c\u5360\u6bd4"))<\/p>\n
pie.render("pie_chart.html")<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u6563\u70b9\u56fe<\/p>\n<\/p>\n
\u6563\u70b9\u56fe\u7528\u4e8e\u663e\u793a\u6570\u636e\u7684\u5206\u5e03\uff1a<\/p>\n<\/p>\n
from pyecharts.charts import Scatter<\/p>\n
scatter = Scatter()<\/p>\n
scatter.add_xaxis(["A", "B", "C", "D", "E", "F", "G"])<\/p>\n
scatter.add_yaxis("\u7c7b\u522b1", [10, 20, 30, 40, 50, 60, 70])<\/p>\n
scatter.set_global_opts(title_opts=opts.TitleOpts(title="\u6563\u70b9\u56fe\u793a\u4f8b"))<\/p>\n
scatter.render("scatter_chart.html")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u7ed3\u5408Jupyter Notebook<\/p>\n<\/p>\n
pyecharts\u53ef\u4ee5\u4e0eJupyter Notebook\u7ed3\u5408\u4f7f\u7528\uff0c\u76f4\u63a5\u5728Notebook\u4e2d\u663e\u793a\u56fe\u8868\u800c\u4e0d\u9700\u8981\u751f\u6210HTML\u6587\u4ef6\uff1a<\/p>\n<\/p>\n
from pyecharts.charts import Bar<\/p>\n
from pyecharts import options as opts<\/p>\n
from pyecharts.globals import CurrentConfig<\/p>\n
CurrentConfig.ONLINE_HOST = "https:\/\/assets.pyecharts.org\/assets\/"<\/p>\n
bar = Bar()<\/p>\n
bar.add_xaxis(["\u82f9\u679c", "\u9999\u8549", "\u6a59\u5b50"])<\/p>\n
bar.add_yaxis("\u9500\u91cf", [5, 20, 36])<\/p>\n
bar.set_global_opts(title_opts=opts.TitleOpts(title="\u6c34\u679c\u9500\u91cf"))<\/p>\n
bar.render_notebook()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u901a\u8fc7render_notebook<\/code>\u65b9\u6cd5\uff0cpyecharts\u56fe\u8868\u53ef\u4ee5\u76f4\u63a5\u5728Notebook\u4e2d\u6e32\u67d3\u663e\u793a\uff0c\u8fd9\u5bf9\u4e8e\u6570\u636e\u5206\u6790\u548c\u5c55\u793a\u975e\u5e38\u65b9\u4fbf\u3002<\/strong><\/p>\n<\/p>\n
\u516d\u3001\u8fdb\u9636\u529f\u80fd<\/p>\n<\/p>\n
pyecharts\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e9b\u9ad8\u7ea7\u529f\u80fd\uff0c\u5982\u56fe\u8868\u8054\u52a8\u3001\u6570\u636e\u66f4\u65b0\u3001\u4f7f\u7528JavaScript\u6269\u5c55\u7b49\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u8fdb\u884c\u63a2\u7d22\u548c\u4f7f\u7528\u3002<\/p>\n<\/p>\n
1\u3001\u56fe\u8868\u8054\u52a8<\/p>\n<\/p>\n
\u53ef\u4ee5\u901a\u8fc7add_js_funcs<\/code>\u65b9\u6cd5\u5b9e\u73b0\u591a\u4e2a\u56fe\u8868\u4e4b\u95f4\u7684\u8054\u52a8\uff1a<\/p>\n<\/p>\n
from pyecharts.commons.utils import JsCode<\/p>\n
bar.add_js_funcs(<\/p>\n
    """<\/p>\n
    chart.on('click', function(params) {<\/p>\n
        console.log(params);<\/p>\n
    });<\/p>\n
    """<\/p>\n
)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u6570\u636e\u66f4\u65b0<\/p>\n<\/p>\n
\u53ef\u4ee5\u901a\u8fc7update_xaxis<\/code>\u548cupdate_yaxis<\/code>\u65b9\u6cd5\u52a8\u6001\u66f4\u65b0\u56fe\u8868\u6570\u636e\u3002<\/p>\n<\/p>\n
3\u3001\u4f7f\u7528JavaScript\u6269\u5c55<\/p>\n<\/p>\n
pyecharts\u652f\u6301\u901a\u8fc7add_js_funcs<\/code>\u65b9\u6cd5\u6dfb\u52a0JavaScript\u4ee3\u7801\uff0c\u6269\u5c55\u56fe\u8868\u529f\u80fd\u3002<\/p>\n<\/p>\n
\u4e03\u3001\u603b\u7ed3<\/p>\n<\/p>\n
pyecharts\u662f\u4e00\u4e2a\u5f3a\u5927\u4e14\u6613\u4e8e\u4f7f\u7528\u7684\u53ef\u89c6\u5316\u5e93\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u4ee3\u7801\u5373\u53ef\u521b\u5efa\u4e13\u4e1a\u7684\u56fe\u8868\u3002\u5176\u4e30\u5bcc\u7684\u914d\u7f6e\u9009\u9879\u548c\u4e3b\u9898\u652f\u6301\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u8981\u7075\u6d3b\u8c03\u6574\u56fe\u8868\u7684\u5916\u89c2\u548c\u529f\u80fd\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u4e0eJupyter Notebook\u7684\u7ed3\u5408\uff0cpyecharts\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u5c55\u793a\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u5176\u4f7f\u7528\u4ef7\u503c\u3002<\/strong>\u65e0\u8bba\u662f\u6570\u636e\u5206\u6790\u5e08\u8fd8\u662f\u5f00\u53d1\u8005\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7pyecharts\u5feb\u901f\u6784\u5efa\u53ef\u89c6\u5316\u6570\u636e\u5c55\u793a\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u548c\u5c55\u793a\u6548\u679c\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u5728Python\u4e2d\u5b89\u88c5pyecharts\u5e93\uff1f<\/strong>
\u8981\u5728Python\u4e2d\u8fd0\u884cpyecharts\uff0c\u9996\u5148\u9700\u8981\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86\u8be5\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528pip\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\u3002\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1apip install pyecharts<\/code>\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u5728\u4f60\u7684Python\u811a\u672c\u4e2d\u5bfc\u5165pyecharts\u8fdb\u884c\u4f7f\u7528\u3002<\/p>\n
pyecharts\u652f\u6301\u54ea\u4e9b\u7c7b\u578b\u7684\u56fe\u8868\uff1f<\/strong>
pyecharts\u652f\u6301\u591a\u79cd\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5305\u62ec\u6298\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u3001\u997c\u56fe\u3001\u6563\u70b9\u56fe\u3001\u5730\u56fe\u3001\u96f7\u8fbe\u56fe\u7b49\u3002\u901a\u8fc7\u7b80\u5355\u7684API\u8c03\u7528\uff0c\u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u5404\u79cd\u53ef\u89c6\u5316\u6548\u679c\uff0c\u6ee1\u8db3\u4e0d\u540c\u7684\u9700\u6c42\u3002<\/p>\n
\u5982\u4f55\u5728Jupyter Notebook\u4e2d\u4f7f\u7528pyecharts\uff1f<\/strong>
\u5728Jupyter Notebook\u4e2d\u4f7f\u7528pyecharts\u975e\u5e38\u65b9\u4fbf\u3002\u4f60\u53ea\u9700\u5728Notebook\u4e2d\u5bfc\u5165pyecharts\uff0c\u5e76\u8c03\u7528\u76f8\u5e94\u7684\u56fe\u8868\u7c7b\u3002\u4e3a\u4e86\u786e\u4fdd\u56fe\u8868\u80fd\u591f\u6b63\u786e\u663e\u793a\uff0c\u53ef\u4ee5\u5728Notebook\u4e2d\u8fd0\u884cfrom pyecharts import options as opts<\/code>\u548cfrom pyecharts.charts import Line<\/code>\u7b49\u5fc5\u8981\u7684\u5bfc\u5165\u8bed\u53e5\u3002\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u6e32\u67d3\u56fe\u8868\uff0c\u4f7f\u7528render_notebook()<\/code>\u65b9\u6cd5\u663e\u793a\u56fe\u8868\u3002<\/p>\n
pyecharts\u7684\u56fe\u8868\u53ef\u4ee5\u5bfc\u51fa\u4e3a\u56fe\u7247\u6216HTML\u5417\uff1f<\/strong>
\u662f\u7684\uff0cpyecharts\u63d0\u4f9b\u4e86\u56fe\u8868\u5bfc\u51fa\u529f\u80fd\u3002\u53ef\u4ee5\u901a\u8fc7render()<\/code>\u65b9\u6cd5\u5c06\u56fe\u8868\u5bfc\u51fa\u4e3aHTML\u6587\u4ef6\uff0c\u6216\u8005\u4f7f\u7528render(path)<\/code>\u65b9\u6cd5\u5c06\u5176\u4fdd\u5b58\u4e3a\u6307\u5b9a\u8def\u5f84\u7684\u6587\u4ef6\u3002\u6b64\u5916\uff0c\u5982\u679c\u9700\u8981\u5c06\u56fe\u8868\u4fdd\u5b58\u4e3a\u56fe\u7247\u683c\u5f0f\uff0c\u53ef\u4ee5\u7ed3\u5408\u5176\u4ed6\u5e93\u5982Pillow\u8fdb\u884c\u5904\u7406\u3002\u8fd9\u6837\uff0c\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5730\u5206\u4eab\u6216\u5d4c\u5165\u56fe\u8868\u5230\u5176\u4ed6\u6587\u6863\u4e2d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u8fd0\u884cpyecharts\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5pyecharts\u5e93\u3001\u521b\u5efa\u56fe\u8868\u5bf9\u8c61\u3001\u6dfb\u52a0\u6570\u636e\u5e76\u6e32\u67d3\u56fe\u8868\u3002\u5176 […]","protected":false},"author":3,"featured_media":958352,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/958346"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=958346"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/958346\/revisions"}],"predecessor-version":[{"id":958354,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/958346\/revisions\/958354"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/958352"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=958346"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=958346"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=958346"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}