diff --git a/superset/assets/src/visualizations/parallel_coordinates.js b/superset/assets/src/visualizations/parallel_coordinates.js
index 8e4ff5e6ccbd7..7d454e10e8568 100644
--- a/superset/assets/src/visualizations/parallel_coordinates.js
+++ b/superset/assets/src/visualizations/parallel_coordinates.js
@@ -1,89 +1,130 @@
 import d3 from 'd3';
+import PropTypes from 'prop-types';
+import { colorScalerFactory } from '../modules/colors';
+import parcoords from '../../vendor/parallel_coordinates/d3.parcoords';
+import divgrid from '../../vendor/parallel_coordinates/divgrid';
 import '../../vendor/parallel_coordinates/d3.parcoords.css';
 import './parallel_coordinates.css';
-import { colorScalerFactory } from '../modules/colors';
 
-d3.parcoords = require('../../vendor/parallel_coordinates/d3.parcoords.js');
-d3.divgrid = require('../../vendor/parallel_coordinates/divgrid.js');
+const propTypes = {
+  // Standard tabular data [{ fieldName1: value1, fieldName2: value2 }]
+  data: PropTypes.arrayOf(PropTypes.object),
+  width: PropTypes.number,
+  height: PropTypes.number,
+  colorMetric: PropTypes.string,
+  includeSeries: PropTypes.bool,
+  linearColorScheme: PropTypes.string,
+  metrics: PropTypes.arrayOf(PropTypes.string),
+  series: PropTypes.string,
+  showDatatable: PropTypes.bool,
+};
 
-const $ = require('jquery');
+function ParallelCoordinates(element, props) {
+  PropTypes.checkPropTypes(propTypes, props, 'prop', 'ParallelCoordinates');
 
-function parallelCoordVis(slice, payload) {
-  $('#code').attr('rows', '15');
-  const fd = slice.formData;
-  const data = payload.data;
+  const {
+    data,
+    width,
+    height,
+    colorMetric,
+    includeSeries,
+    linearColorScheme,
+    metrics,
+    series,
+    showDatatable,
+  } = props;
 
-  const metrics = fd.metrics.map(m => m.label || m);
-
-  let cols = metrics;
-  if (fd.include_series) {
-    cols = [fd.series].concat(metrics);
-  }
+  const cols = includeSeries ? [series].concat(metrics) : metrics;
 
   const ttypes = {};
-  ttypes[fd.series] = 'string';
-  metrics.forEach(function (v) {
-    ttypes[v] = 'number';
-  });
+  ttypes[series] = 'string';
+  metrics.forEach((v) => { ttypes[v] = 'number'; });
 
-  const secondaryMetric = fd.secondary_metric ? fd.secondary_metric.label : fd.secondary_metric;
-  const colorScaler = fd.secondary_metric ?
-    colorScalerFactory(fd.linear_color_scheme, data, d => d[secondaryMetric]) :
-    () => 'grey';
-  const color = d => colorScaler(d[secondaryMetric]);
-  const container = d3.select(slice.selector);
+  const colorScaler = colorMetric
+    ? colorScalerFactory(linearColorScheme, data, d => d[colorMetric])
+    : () => 'grey';
+  const color = d => colorScaler(d[colorMetric]);
+  const container = d3.select(element);
   container.selectAll('*').remove();
-  const effHeight = fd.show_datatable ? (slice.height() / 2) : slice.height();
+  const effHeight = showDatatable ? (height / 2) : height;
 
-  container.append('div')
-      .attr('id', 'parcoords_' + slice.container_id)
-      .style('height', effHeight + 'px')
-      .classed('parcoords', true);
+  const div = container.append('div')
+    .style('height', effHeight + 'px')
+    .classed('parcoords', true);
 
-  const parcoords = d3.parcoords()('#parcoords_' + slice.container_id)
-      .width(slice.width())
-      .color(color)
-      .alpha(0.5)
-      .composite('darken')
-      .height(effHeight)
-      .data(data)
-      .dimensions(cols)
-      .types(ttypes)
-      .render()
-      .createAxes()
-      .shadows()
-      .reorderable()
-      .brushMode('1D-axes');
+  const chart = parcoords()(div.node())
+    .width(width)
+    .color(color)
+    .alpha(0.5)
+    .composite('darken')
+    .height(effHeight)
+    .data(data)
+    .dimensions(cols)
+    .types(ttypes)
+    .render()
+    .createAxes()
+    .shadows()
+    .reorderable()
+    .brushMode('1D-axes');
 
-  if (fd.show_datatable) {
+  if (showDatatable) {
       // create data table, row hover highlighting
-    const grid = d3.divgrid();
+    const grid = divgrid();
     container.append('div')
-        .style('height', effHeight + 'px')
-        .datum(data)
-        .call(grid)
-        .classed('parcoords grid', true)
-        .selectAll('.row')
-        .on({
-          mouseover(d) {
-            parcoords.highlight([d]);
-          },
-          mouseout: parcoords.unhighlight,
-        });
+      .style('height', effHeight + 'px')
+      .datum(data)
+      .call(grid)
+      .classed('parcoords grid', true)
+      .selectAll('.row')
+      .on({
+        mouseover(d) {
+          chart.highlight([d]);
+        },
+        mouseout: chart.unhighlight,
+      });
       // update data table on brush event
-    parcoords.on('brush', function (d) {
+    chart.on('brush', function (d) {
       d3.select('.grid')
         .datum(d)
         .call(grid)
         .selectAll('.row')
         .on({
           mouseover(dd) {
-            parcoords.highlight([dd]);
+            chart.highlight([dd]);
           },
-          mouseout: parcoords.unhighlight,
+          mouseout: chart.unhighlight,
         });
     });
   }
 }
 
-module.exports = parallelCoordVis;
+ParallelCoordinates.propTypes = propTypes;
+
+function adaptor(slice, payload) {
+  const { selector, formData } = slice;
+  const {
+    include_series: includeSeries,
+    linear_color_scheme: linearColorScheme,
+    metrics,
+    secondary_metric: secondaryMetric,
+    series,
+    show_datatable: showDatatable,
+  } = formData;
+  const element = document.querySelector(selector);
+
+  return ParallelCoordinates(element, {
+    data: payload.data,
+    width: slice.width(),
+    height: slice.height(),
+    includeSeries,
+    linearColorScheme,
+    metrics: metrics.map(m => m.label || m),
+    colorMetric: secondaryMetric && secondaryMetric.label
+      ? secondaryMetric.label
+      : secondaryMetric,
+    series,
+    showDatatable,
+  });
+}
+
+export default adaptor;