Can plotly use a dynamic html table as source data?(可以将动态 html 表用作源数据吗?)
问题描述
如果我有一个 html 表,其中包含根据文件中的过滤器计算的值,我可以根据这些值读取并生成绘图吗?
If I have an html table that contains values that are calculated based on filters within my file, can I get plotly to read and produce a plot based on those values?
我不确定回答这个问题是否重要,但我主要使用 R,并使用 r 代码块从我使用 crosstalk
包创建的 sharedData 对象名称 shared_ert 计算总和为 R.
I'm not sure that it matters to answering this question, but I use R primarily, and use the r code chunks calculate sums from a sharedData object names shared_ert that I created with the crosstalk
package for R.
<table id="example" class="cell-border" style="width:100%">
<tr>
<th>Enrolled</th>
<th>Not Enrolled</th>
</tr>
<tr>
<td>
```{r, echo=FALSE, collapse=TRUE, warning=FALSE, message=FALSE}
summarywidget::summarywidget(shared_ert,statistic = 'sum',column = 'Enrolled')
```
</td>
<td>
```{r, echo=FALSE, collapse=TRUE, warning=FALSE, message=FALSE}
summarywidget::summarywidget(shared_ert,statistic = 'sum',column = 'Not Enrolled')
```
</td>
</tr>
</table>
请注意,摘要小部件最终会在每个 td 中生成一个 span 标签.跨度看起来像
所以表格最终看起来像:
So the table ends up looking like:
<table id="example" class="cell-border" style="width:100%">
<tr>
<th>Enrolled</th>
<th>Not Enrolled</th>
</tr>
<tr>
<td>
<span id ="waffle" class="summarywidget html-widget html-widge-static-bound">1293</span>
<script type="application/json" data-for="waffle">
### a bunch of data appears here, from which the 1293 value is derived
</script>
</td>
<td>
<span id ="iron" class="summarywidget html-widget html-widge-static-bound">948</span>
<script type="application/json" data-for="iron">
### a bunch of data appears here, from which the 948 value is derived
</script>
</td>
</tr>
</table>
根据我对 javascript 世界的有限理解,我需要我的数据看起来像
From my limited understanding of the world of javascript, I need my data to look something like
var data = [
{
x: ['giraffes', 'orangutans', 'monkeys'],
y: [20, 14, 23],
type: 'bar'
}
];
这样我就可以得到一个类似这样的情节:
So that I can get a plot produced with something like:
Plotly.newPlot('myDiv', data);
(直接来自 https://plotly.com/javascript/bar-charts/)
如果我正确理解了问题,我需要阅读 html 表 example
并创建一个保存该表的 var
.经过大量搜索 SO 和一般网络后,我的猜测是这里的解决方案:HTML Table to JSON 将表格拉入正确的格式.我在努力
If I understand the problem correctly, I need to read the html table example
and create a var
that holds the table. After much searching around SO and the web in general, my guess is that the solution here: HTML Table to JSON pulls the table into the correct format. I'm trying
```{js}
function tableToJson(table) {
var data = [];
// first row needs to be headers
var headers = [];
for (var i=0; i<table.rows[0].cells.length; i++) {
headers[i] = table.rows[0].cells[i].innerHTML.toLowerCase().replace(/ /gi,'');
}
// go through cells
for (var i=1; i<table.rows.length; i++) {
var tableRow = table.rows[i];
var rowData = {};
for (var j=0; j<tableRow.cells.length; j++) {
rowData[ headers[j] ] = tableRow.cells[j].innerHTML;
}
data.push(rowData);
}
return data;
}
var tabdata = $document.getElementById('#example').tableToJSON();
```
我想从这里开始,我需要在当前状态下从表中读取数据,所以我使用按钮和 onclick 生成绘图,如下所示:
I think from here, I need plotly to read the data from the table in it's current state, so I produce the plot using a button and onclick, as follows:
<button type="button" onclick="Plotly.newPlot('myDiv',tabdata);">Make Plot</button>
点击后,会出现绘图,但在任何地方都没有数据点.
Upon clicking, the plotly plot appears, but doesn't have a data point anywhere.
我的方法论可能偏离了轨道,所以我顺从最初的问题:我可以根据动态 html 表读取并生成绘图吗?
I might be way off track in my methodology, so I defer to the original question: can I get plotly to read and produce a plot based on a dynamic html table?
非常感谢任何帮助建立为此目的的方法.
Any help establishing a means to this end would be very much appreciated.
推荐答案
您需要生成带有键 x
& 的 jsony
.所以,这里 x
值将是您的标题,即: th
标签和 y
值将是 td
值.现在,如果您的表中只有一行,您可以简单地创建 JSON 对象,然后使用键将值推入其中:data[x"]、data[y";]..等等.
You need generate your json with keys x
& y
.So , here x
value will be your header i.e : th
tags and y
values will be td
values . Now , if you have only one row in your table you can simply create JSON Object and then push value inside this using key i.e : data["x"] , data["y"]..etc .
演示代码:
function tableToJSON(table) {
var data = {}; //create obj
data["x"] = [] //for x & y
data["y"] = []
data["type"] = "bar"
for (var i = 0; i < table.rows[0].cells.length; i++) {
data["x"].push(table.rows[0].cells[i].innerHTML.toLowerCase().trim()); //push x values
}
for (var i = 1; i < table.rows.length; i++) {
var tableRow = table.rows[i];
for (var j = 0; j < tableRow.cells.length; j++) {
data["y"].push(parseInt(tableRow.cells[j].querySelector(".summarywidget").textContent.trim()));
//push y values
console.log(tableRow.cells[j].querySelector(".summarywidget").textContent.trim())
}
}
return data;
}
function draw() {
var tabdata = tableToJSON(document.getElementById('example'));
tester = document.getElementById('tester');
Plotly.newPlot(tester, [tabdata])
}
<script src="https://cdn.plot.ly/plotly-2.1.0.min.js"></script>
<table id="example" class="cell-border" style="width:100%">
<tr>
<th>Enrolled</th>
<th>Not Enrolled</th>
</tr>
<tr>
<td>
<span id="waffle" class="summarywidget html-widget html-widge-static-bound">1293</span>
<script type="application/json" data-for="waffle">
###
a bunch of data appears here, from which the 1293 value is derived
</script>
</td>
<td>
<span id="iron" class="summarywidget html-widget html-widge-static-bound">948</span>
<script type="application/json" data-for="iron">
###
a bunch of data appears here, from which the 948 value is derived
</script>
</td>
</tr>
</table>
<button type="button" onclick="draw()">Make Plot</button>
<div id="tester" style="width:600px;height:250px;"></div>
现在,如果您的表中有多行,则需要生成该值的 JSON 数组.为此,您需要保留 main_array
然后将值推送到其中每次迭代的 main_array.
Now , if you have mutliple rows in your table you need to generate JSON Array of that values .For that you need to keep main_array
and then push values inside this main_array on each iterations.
演示代码:
function tableToJSON(table) {
var main_array = [] //for main array
var for_x = [] //for x values
for (var i = 0; i < table.rows[0].cells.length; i++) {
for_x.push(table.rows[0].cells[i].innerHTML.toLowerCase().trim()); //push value
}
for (var i = 1; i < table.rows.length; i++) {
var tableRow = table.rows[i];
var data = {}; //create obj..
data["y"] = [] //for y values
for (var j = 0; j < tableRow.cells.length; j++) {
data["y"].push(parseInt(tableRow.cells[j].innerHTML.trim())); //push y values
}
//save other values..
data["x"] = for_x
data["type"] = "bar"
data["name"] = "Rows" + i
main_array.push(data) //push values in main array
}
//console..[{},{}..]
return main_array;
}
function draw() {
var tabdata = tableToJSON(document.getElementById('example'));
tester = document.getElementById('tester');
//pass it here
Plotly.newPlot(tester, tabdata, {
barmode: 'stack'
})
}
<script src="https://cdn.plot.ly/plotly-2.1.0.min.js"></script>
<table id="example" class="cell-border" style="width:100%">
<tr>
<th>Enrolled</th>
<th>Not Enrolled</th>
</tr>
<tr>
<td>
123
</td>
<td>
125
</td>
</tr>
<tr>
<td>
121
</td>
<td>
127
</td>
</tr>
</table>
<button type="button" onclick="draw()">Make Plot</button>
<div id="tester" style="width:600px;height:250px;"></div>
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本文标题为:可以将动态 html 表用作源数据吗?
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