Kevin-Mok/spotify-lib-vis
1
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity

Merge branch 'audio-features' of https://github.com/chrisshyi/spotify-lib-vis into database

Browse Source
This commit is contained in:
Kevin Mok
2018-06-27 03:29:34 -04:00
parent e8dd6881b1 4c55744db8
commit 35c8371cc7
8 changed files with 182 additions and 38 deletions
Download Patch File Download Diff File Expand all files Collapse all files

141
spotifyvis/templates/spotifyvis/audio_features.html Normal file
View File

@@ -0,0 +1,141 @@
{% load static %}
<!DOCTYPE html>
<!--[if lt IE 7]> <html class="no-js lt-ie9 lt-ie8 lt-ie7"> <![endif]-->
<!--[if IE 7]> <html class="no-js lt-ie9 lt-ie8"> <![endif]-->
<!--[if IE 8]> <html class="no-js lt-ie9"> <![endif]-->
<!--[if gt IE 8]><!--> <html class="no-js"> <!--<![endif]-->
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>User Spotify Data</title>
<meta name="description" content="">
<meta name="viewport" content="width=device-width, initial-scale=1">
<style>
.tick {
font-size: 15px;
}
</style>
</head>
<body>
<!--[if lt IE 7]>
<p class="browsehappy">You are using an <strong>outdated</strong> browser. Please <a href="#">upgrade your browser</a> to improve your experience.</p>
<![endif]-->
<p>Logged in as {{ user_id }}</p>
<script src="https://d3js.org/d3.v5.js"></script>
<script type="text/javascript">
/** Queries the backend for audio feature data, draws the bar chart
* illustrating the frequencies of values, and appends the chart to
* a designated parent element
*
* @param audioFeature: the name of the audio feature (string)
* @param intervalEndPoints: a sorted array of 5 real numbers defining the intervals (categories) of values,
* for example:
* [0, 0.25, 0.5, 0.75, 1.0] for instrumentalness would define ranges
* (0-0.25), (0.25-0.5), (0.5-0.75), (0.75-1.0)
* @param parentElem: the DOM element to append the graph to (a selector string)
* @return None
*/
function drawAudioFeatGraph(audioFeature, intervalEndPoints, parentElem) {
let margin = {top: 20, right: 30, bottom: 30, left: 40};
let width = 480 - margin.left - margin.right,
height = 270 - margin.top - margin.bottom;
let featureData = {};
// Create the keys first in order
for (let index = 0; index < intervalEndPoints.length - 1; index++) {
let key = `${intervalEndPoints[index]} ~ ${intervalEndPoints[index + 1]}`;
featureData[key] = 0;
}
// define the vertical scaling function
let vScale = d3.scaleLinear().range([height, 0]);
d3.json(`/audio_features/${audioFeature}/{{ user_secret }}`)
.then(function(response) {
// categorize the data points
for (let dataPoint of response.data_points) {
dataPoint = parseFloat(dataPoint);
let index = intervalEndPoints.length - 2;
// find the index of the first element greater than dataPoint
while (dataPoint < intervalEndPoints[index]) {
index -= 1;
}
let key = `${intervalEndPoints[index]} ~ ${intervalEndPoints[index + 1]}`;
featureData[key] += 1;
}
let dataSet = Object.values(featureData);
let dataRanges = Object.keys(featureData); // Ranges of audio features, e.g. 0-0.25, 0.25-0.5, etc
let dataArr = [];
// turn the counts into an array of objects, e.g. {range: "0-0.25", counts: 5}
for (let i = 0; i < dataRanges.length; i++) {
dataArr.push({
range: dataRanges[i],
counts: featureData[dataRanges[i]]
});
}
vScale.domain([0, d3.max(dataSet)]).nice();
let hScale = d3.scaleBand().domain(dataRanges).rangeRound([0, width]).padding(0.5);
let xAxis = d3.axisBottom().scale(hScale);
let yAxis = d3.axisLeft().scale(vScale);
let featureSVG = d3.select(parentElem)
.append('svg').attr('width', width + margin.left + margin.right)
.attr('height', height + margin.top + margin.bottom);
let featureGraph = featureSVG.append("g")
.attr("transform", `translate(${margin.left}, ${margin.top})`)
.attr("fill", "teal");
featureGraph.selectAll(".bar")
.data(dataArr)
.enter().append('rect')
.attr('class', 'bar')
.attr('x', function(d) { return hScale(d.range); })
.attr('y', function(d) { return vScale(d.counts); })
.attr("height", function(d) { return height - vScale(d.counts); })
.attr("width", hScale.bandwidth());
// function(d) { return hScale(d.range); }
featureGraph.append('g')
.attr('class', 'axis')
.attr('transform', `translate(0, ${height})`)
.call(xAxis);
featureGraph.append('g')
.attr('class', 'axis')
.call(yAxis);
featureSVG.append("text")
.attr('x', (width / 2))
.attr('y', (margin.top / 2))
.attr('text-anchor', 'middle')
.style('font-size', '14px')
.text(`${capFeatureStr(audioFeature)}`);
});
}
/**
* Returns the audio feature name string with the first letter capitalized
* @param audioFeature: the name of the audio feature
* @returns the audio feature name string with the first letter capitalized
*/
function capFeatureStr(audioFeature) {
return audioFeature.charAt(0).toUpperCase() + audioFeature.slice(1);
}
drawAudioFeatGraph("instrumentalness", [0, 0.25, 0.5, 0.75, 1.0], 'body');
drawAudioFeatGraph("valence", [0, 0.25, 0.5, 0.75, 1.0], 'body');
drawAudioFeatGraph("energy", [0, 0.25, 0.5, 0.75, 1.0], 'body');
drawAudioFeatGraph("tempo", [40, 80, 120, 160, 200], 'body');
drawAudioFeatGraph("danceability", [0, 0.25, 0.5, 0.75, 1.0], 'body');
drawAudioFeatGraph("acousticness", [0, 0.25, 0.5, 0.75, 1.0], 'body');
drawAudioFeatGraph("loudness", [-60, -45, -30, -15, 0], 'body');
drawAudioFeatGraph("speechiness", [0, 0.25, 0.5, 0.75, 1.0], 'body');
</script>
</body>
</html>

12
spotifyvis/templates/spotifyvis/logged_in.html Normal file
View File

@@ -0,0 +1,12 @@
<!DOCTYPE html>
{% load static %}
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Logged In</title>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous">
</head>
<body>
<a class="btn btn-primary" href="/audio_features/{{ user_secret }}" role="button">Audio Features</a>
</body>
</html>