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

master
Kevin Mok 7 years ago
parent
e8dd6881b1 4c55744db8
commit
35c8371cc7
8 changed files with 182 additions and 38 deletions
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  1. 5
      spotifyvis/admin.py
  2. 9
      spotifyvis/models.py
  3. 28
      spotifyvis/static/spotifyvis/scripts/user_data.js
  4. 141
      spotifyvis/templates/spotifyvis/audio_features.html
  5. 12
      spotifyvis/templates/spotifyvis/logged_in.html
  6. 1
      spotifyvis/urls.py
  7. 2
      spotifyvis/utils.py
  8. 20
      spotifyvis/views.py

5
spotifyvis/admin.py
View File

@ -1,3 +1,8 @@
from django.contrib import admin from django.contrib import admin
from .models import Track, Artist, AudioFeatures, User
# Register your models here. # Register your models here.
admin.site.register(Track)
admin.site.register(Artist)
admin.site.register(AudioFeatures)
admin.site.register(User)

9
spotifyvis/models.py
View File

@ -45,7 +45,7 @@ class User(models.Model):
verbose_name_plural = "Users" verbose_name_plural = "Users"
user_id = models.CharField(primary_key=True, max_length=MAX_ID) # the user's Spotify ID user_id = models.CharField(primary_key=True, max_length=MAX_ID) # the user's Spotify ID
user_secret = models.CharField(max_length=30, default='')
user_secret = models.CharField(max_length=50, default='')
def __str__(self): def __str__(self):
return self.user_id return self.user_id
@ -68,12 +68,15 @@ class Track(models.Model):
runtime = models.PositiveSmallIntegerField() runtime = models.PositiveSmallIntegerField()
name = models.CharField(max_length=200) name = models.CharField(max_length=200)
users = models.ManyToManyField(User, blank=True) users = models.ManyToManyField(User, blank=True)
# genre = models.CharField(max_length=30)
genre = models.ForeignKey(Genre, on_delete=models.CASCADE, blank=True, genre = models.ForeignKey(Genre, on_delete=models.CASCADE, blank=True,
null=True) null=True)
def __str__(self): def __str__(self):
return self.name
track_str = "{}, genre: {}, artists: [".format(self.name, self.genre)
for artist in self.artists.all():
track_str += "{}, ".format(artist.name)
track_str += "]"
return track_str
# }}} Track # # }}} Track #

28
spotifyvis/static/spotifyvis/scripts/user_data.js
View File

@ -1,28 +0,0 @@
/**
* Retrieves data for a specific audio feature for a certain user
* @param audioFeature: the audio feature for which data will be retrieved
* @param clientSecret: the client secret, needed for security
*/
function getAudioFeatureData(audioFeature, userSecret) {
let httpRequest = new XMLHttpRequest();
/*
* Handler for the response
*/
httpRequest.onreadystatechange = function() {
if (httpRequest.readyState === XMLHttpRequest.DONE) {
if (httpRequest.status === 200) {
let responseData = JSON.parse(httpRequest.responseText);
// TODO: The data points need to be plotted instead
for (let data of responseData.data_points) {
console.log(data);
}
} else {
alert("There was a problem with the login request, please try again!");
}
}
};
let queryString = `/audio_features/${audioFeature}/${userSecret}`;
httpRequest.open('GET', queryString, true);
httpRequest.send();
}

141
spotifyvis/templates/spotifyvis/audio_features.html
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
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>

1
spotifyvis/urls.py
View File

@ -11,6 +11,7 @@ urlpatterns = [
path('test_db', test_db, name='test_db'), path('test_db', test_db, name='test_db'),
path('user_artists/<str:user_id>', get_artist_data, name='get_artist_data'), path('user_artists/<str:user_id>', get_artist_data, name='get_artist_data'),
path('user_genres/<str:user_secret>', get_genre_data, name='get_genre_data'), path('user_genres/<str:user_secret>', get_genre_data, name='get_genre_data'),
path('audio_features/<str:client_secret>', audio_features, name='audio_features'),
path('audio_features/<str:audio_feature>/<str:client_secret>', path('audio_features/<str:audio_feature>/<str:client_secret>',
get_audio_feature_data, name='get_audio_feature_data'), get_audio_feature_data, name='get_audio_feature_data'),
] ]

2
spotifyvis/utils.py
View File

@ -20,7 +20,7 @@ FEATURES_LIMIT = 100
# parse_library {{{ # # parse_library {{{ #
def parse_library(headers, tracks, user): def parse_library(headers, tracks, user):
"""Scans user's library for certain number of tracks to update library_stats with.
"""Scans user's library for certain number of tracks and store the information in a database
:headers: For API call. :headers: For API call.
:tracks: Number of tracks to get from user's library. :tracks: Number of tracks to get from user's library.

20
spotifyvis/views.py
View File

@ -5,7 +5,7 @@ import random
import requests import requests
import os import os
import urllib import urllib
import json
import secrets
import pprint import pprint
import string import string
from datetime import datetime from datetime import datetime
@ -117,6 +117,7 @@ def callback(request):
# user_data {{{ # # user_data {{{ #
def user_data(request): def user_data(request):
# get user token {{{ # # get user token {{{ #
@ -152,18 +153,19 @@ def user_data(request):
try: try:
user = User.objects.get(user_id=user_data_response['id']) user = User.objects.get(user_id=user_data_response['id'])
except User.DoesNotExist: except User.DoesNotExist:
user = User(user_id=user_data_response['id'], user_secret=generate_random_string(30))
# Python docs recommends 32 bytes of randomness against brute force attacks
user = User(user_id=user_data_response['id'], user_secret=secrets.token_urlsafe(32))
request.session['user_secret'] = user.user_secret
user.save() user.save()
# }}} create user obj # # }}} create user obj #
context = { context = {
'id': user_data_response['id'],
'user_secret': user.user_secret, 'user_secret': user.user_secret,
} }
parse_library(headers, TRACKS_TO_QUERY, user) parse_library(headers, TRACKS_TO_QUERY, user)
return render(request, 'spotifyvis/user_data.html', context)
return render(request, 'spotifyvis/logged_in.html', context)
# }}} user_data # # }}} user_data #
@ -173,8 +175,8 @@ def test_db(request):
"""TODO """TODO
""" """
user_id = "polarbier" user_id = "polarbier"
# user_id = "chrisshyi13"
user_obj = User.objects.get(user_id=user_id) user_obj = User.objects.get(user_id=user_id)
# user_id = "35kxo00qqo9pd1comj6ylxjq7"
context = { context = {
'user_secret': user_obj.user_secret, 'user_secret': user_obj.user_secret,
} }
@ -197,6 +199,14 @@ def get_artist_data(request, user_secret):
# }}} get_artist_data # # }}} get_artist_data #
def audio_features(request, client_secret):
user = User.objects.get(user_secret=client_secret)
context = {
'user_id': user.user_id,
'user_secret': client_secret,
}
return render(request, "spotifyvis/audio_features.html", context)
# get_audio_feature_data {{{ # # get_audio_feature_data {{{ #
def get_audio_feature_data(request, audio_feature, client_secret): def get_audio_feature_data(request, audio_feature, client_secret):

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