vlad-ds

pip install spotipy
pip install requests
pip install pandas

vlad-ds

import ast
from typing import List
from os import listdir
def get_streamings(path: str = 'MyData') -> List[dict]:
    
    files = ['MyData/' + x for x in listdir(path)
             if x.split('.')[0][:-1] == 'StreamingHistory']
    
    all_streamings = []
    

vlad-ds

import spotipy.util as util

username = 'your-spotify-username'
client_id ='your-client-id'
client_secret = 'your-client-secret'
redirect_uri = 'http://localhost:7777/callback'
scope = 'user-read-recently-played'

token = util.prompt_for_user_token(username=username, 
                                   scope=scope, 

vlad-ds

print(token)
>> T2_wi8XsUpJrbD0BHQH4vX0BrSuYV0D88sVrQ_wMgApU9hP3g17MFIGBJwy6VJAB BwJKttS11Egej9RzGDuN4U4UUTLCECxVBWSrmrTT0iomaUtuapPkMgWa_uTjYijhnHI2czgPCZItzO4KAD

vlad-ds

{"access_token": some-string, 
"token_type": "Bearer", 
"expires_in": 3600, 
"refresh_token": another-string, 
"scope": "user-read-recently-played", 
"expires_at": 1580462935}

vlad-ds

import requests
def get_id(track_name: str, token: str) -> str:
     headers = {
    'Accept': 'application/json',
    'Content-Type': 'application/json',
    'Authorization': f'Bearer ' + token,
    }
    params = [
    ('q', track_name),
    ('type', 'track'),

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lucy_id = get_id('Lucy', token, artist = 'The Beatles')
print(lucy_id)
>> '25yQPHgC35WNnnOUqFhgVR'

vlad-ds

def get_features(track_id: str, token: str) -> dict:
    sp = spotipy.Spotify(auth=token)
    try:
        features = sp.audio_features([track_id])
        return features[0]
    except:
        return None

vlad-ds

lucy_features = get_features(lucy_id, token)
print(lucy_features)
>> {'danceability': 0.311,
    'energy': 0.325,
    'key': 2,
    'loudness': -9.042,
    'mode': 1,
    'speechiness': 0.0283
     ...}

vlad-ds

streamings = get_streamings()
unique_tracks = list(set([streaming['trackName'] 
                for streaming in streamings]))

all_features = {}
for track in unique_tracks:
    track_id = get_id(track, token)
    features = get_features(track_id, token)
    if features:
        all_features[track] = features