Duc*_*een 5 data-visualization github ipython jupyter jupyter-notebook
另一个活生生的例子。所以我想知道应该如何实现来保持用户的视图交互性,同时在保存文件(在 GitHub 上)时保留 GitHub 可预览的 2d 图像快照?
所以,换句话说,假设我有一个返回像这样的函数
#...
return HTML(Show("<inline url='./"+temp_file_name+"'> </inline> "))
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我们希望为其提供静态图像数据,以便在笔记本不存在时进行渲染。如何/通过什么可以做这样的事情?
小智 1
PhantomJS可以帮助您进行屏幕捕获。当你的笔记本运行时,PhantomJS 浏览器将打开它并截取指定输出单元的屏幕截图:
PhantomJS 的 JS 文件:
// address of the notebook
var address = "http://localhost:8888/notebooks/Untitled.ipynb";
// auth token from Jupyter console
var authToken = "af6bc1d90688bb6c26aeb206b8690e4855d27ef8d265b1bc";
// cell number with a widget output
var cellNumber = 10;
// this function is used to verify that a page is fully loaded
// source: https://github.com/ariya/phantomjs/blob/master/examples/waitfor.js
function waitFor(testFx, onReady, timeOutMillis) {
var maxtimeOutMillis = timeOutMillis ? timeOutMillis : 3000,
start = new Date().getTime(),
condition = false,
interval = setInterval(function() {
if ( (new Date().getTime() - start < maxtimeOutMillis) && !condition ) {
// If not time-out yet and condition not yet fulfilled
condition = (typeof(testFx) === "string" ? eval(testFx) : testFx());
} else {
if(!condition) {
// If condition still not fulfilled (timeout but condition is 'false')
console.log("'waitFor()' timeout");
phantom.exit(1);
} else {
// Condition fulfilled (timeout and/or condition is 'true')
console.log("'waitFor()' finished in " + (new Date().getTime() - start) + "ms.");
typeof(onReady) === "string" ? eval(onReady) : onReady();
clearInterval(interval); //< Stop this interval
}
}
}, 250); //< repeat check every 250ms
};
// log in to a notebook using a token
function logIn() {
console.log("Logging in");
page.evaluate(function(token) {
document.forms[0].password.value = token;
document.forms[0].submit();
}, authToken);
}
// wait for a notebook to fully load, find the
// needed output cell and save it as a PNG file
function saveAsPNG() {
console.log("Saving PNG")
// Wait for 'notebook-container' to be visible
waitFor(function() {
// Check in the page if a specific element is now visible
return page.evaluate(function() {
return $("#notebook-container").is(":visible");
});
}, function() {
console.log("The notebook-container element should be visible now.");
var clipRect = page.evaluate(function(cell){
// we are selecting only the output cell
var searchStr = 'div.input_prompt:contains("[' + cell + ']:")';
var parentCell = $(searchStr).parents('div.cell')[0];
// get only the data div
var outputSubarea = $(parentCell).find('div.output_subarea')[0];
// get the coordinates of the data div
return outputSubarea.getBoundingClientRect()
}, cellNumber);
page.clipRect = {
top: clipRect.top,
left: clipRect.left,
width: clipRect.width,
height: clipRect.height
};
page.render('example.png');
phantom.exit();
});
}
var page = require('webpage').create();
// it seems, viewportSize should fully cover the
// the rendered div position, or nothing will be saved.
page.viewportSize = { width: 5000, height: 5000 };
page.open(address, function (status) {
// Check for page load success
if (status !== "success") {
console.log("Unable to open a page");
} else {
// Wait for 'password_input' to be visible
waitFor(function() {
// Check in the page if a specific element is now visible
return page.evaluate(function() {
return $("#password_input").is(":visible");
});
}, function() {
console.log("The password_input element should be visible now.");
logIn();
saveAsPNG();
});
}
});
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在脚本中指定笔记本的地址、身份验证令牌和单元格编号,然后使用 phantomjs 运行它:
phantomjs script.js
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