diff --git a/app/spotify_explicit b/app/spotify_explicit deleted file mode 160000 index 9bd5b0c..0000000 --- a/app/spotify_explicit +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 9bd5b0c7897ae1214d982c751c7e5e32e1678a21 diff --git a/app/spotify_explicit/.gitignore b/app/spotify_explicit/.gitignore new file mode 100644 index 0000000..b04e522 --- /dev/null +++ b/app/spotify_explicit/.gitignore @@ -0,0 +1,111 @@ +__pycache__/** +tracks/** +cache_xevioni/** +.cache-* +auth.json +export/** + +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# pyenv +.python-version + +# celery beat schedule file +celerybeat-schedule + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ diff --git a/app/spotify_explicit/LICENSE b/app/spotify_explicit/LICENSE new file mode 100644 index 0000000..f288702 --- /dev/null +++ b/app/spotify_explicit/LICENSE @@ -0,0 +1,674 @@ + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. 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Interpretation of Sections 15 and 16. + + If the disclaimer of warranty and limitation of liability provided +above cannot be given local legal effect according to their terms, +reviewing courts shall apply local law that most closely approximates +an absolute waiver of all civil liability in connection with the +Program, unless a warranty or assumption of liability accompanies a +copy of the Program in return for a fee. + + END OF TERMS AND CONDITIONS + + How to Apply These Terms to Your New Programs + + If you develop a new program, and you want it to be of the greatest +possible use to the public, the best way to achieve this is to make it +free software which everyone can redistribute and change under these terms. + + To do so, attach the following notices to the program. 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If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. diff --git a/app/spotify_explicit/README.md b/app/spotify_explicit/README.md new file mode 100644 index 0000000..154ba8d --- /dev/null +++ b/app/spotify_explicit/README.md @@ -0,0 +1,100 @@ +# spotify-explicit + +## About + +The purpose of this repository/project is to capture my liked songs from my Spotify account, and then create a stacked bar graph representing my explicit vs "clean" songs. + +Yes, the project is super simple and doesn't have that much usefulness, but it's the first time I've genuinely used `matplotlib` or `logger` in a serious context and it was definitely interesting. + +## Demonstration + +![Output Matplotlib Stacked Bar-graph](./graph.png) + +--- + +```css +> python main.py +INFO:root:Pulling data from Spotify +INFO:root:Authorizing with Spotify via Spotipy +WARNING:root:May require User Interaction to authenticate properly! +INFO:root:Authorized with Spotify via Spotipy +WARNING:root:Clearing all files in tracks folder for new files +INFO:root:Cleared folder, ready to download new track files +INFO:root:Requesting 0 to 50 +INFO:root:Received 0 to 50 +INFO:root:Saved at "\tracks\saved-tracks-0-50.json" (150K) +INFO:root:Requesting 50 to 100 +INFO:root:Received 50 to 100 +INFO:root:Saved at "\tracks\saved-tracks-50-100.json" (151K) +INFO:root:Requesting 100 to 150 +INFO:root:Received 100 to 150 +INFO:root:Saved at "\tracks\saved-tracks-100-150.json" (146K) +INFO:root:Requesting 150 to 200 +INFO:root:Received 150 to 200 +INFO:root:Saved at "\tracks\saved-tracks-150-200.json" (147K) +INFO:root:Requesting 200 to 250 +INFO:root:Received 200 to 250 +INFO:root:Saved at "\tracks\saved-tracks-200-250.json" (146K) +INFO:root:Requesting 250 to 300 +INFO:root:Received 250 to 300 +INFO:root:Saved at "\tracks\saved-tracks-250-300.json" (137K) +INFO:root:Requesting 300 to 350 +INFO:root:Received 300 to 350 +INFO:root:Saved at "\tracks\saved-tracks-300-350.json" (140K) +INFO:root:Requesting 350 to 400 +INFO:root:Received 350 to 400 +INFO:root:Saved at "\tracks\saved-tracks-350-400.json" (149K) +INFO:root:Requesting 400 to 450 +INFO:root:Received 400 to 450 +INFO:root:Saved at "\tracks\saved-tracks-400-450.json" (140K) +INFO:root:Requesting 450 to 500 +INFO:root:Received 450 to 500 +INFO:root:Saved at "\tracks\saved-tracks-450-500.json" (149K) +INFO:root:Requesting 500 to 550 +INFO:root:Received 500 to 550 +INFO:root:Saved at "\tracks\saved-tracks-500-550.json" (137K) +INFO:root:Requesting 550 to 600 +INFO:root:Received 550 to 600 +INFO:root:Saved at "\tracks\saved-tracks-550-600.json" (137K) +INFO:root:Requesting 600 to 650 +INFO:root:Received 600 to 650 +INFO:root:Saved at "\tracks\saved-tracks-600-650.json" (135K) +INFO:root:Requesting 650 to 700 +INFO:root:Received 650 to 700 +INFO:root:Saved at "\tracks\saved-tracks-650-700.json" (140K) +INFO:root:Requesting 700 to 750 +INFO:root:Received 700 to 750 +INFO:root:Saved at "\tracks\saved-tracks-700-750.json" (134K) +INFO:root:Requesting 750 to 800 +INFO:root:Received 750 to 800 +INFO:root:Saved at "\tracks\saved-tracks-750-800.json" (137K) +INFO:root:Requesting 800 to 850 +INFO:root:Received 800 to 850 +INFO:root:Saved at "\tracks\saved-tracks-800-850.json" (132K) +INFO:root:Requesting 850 to 900 +INFO:root:Received 850 to 900 +INFO:root:Saved at "\tracks\saved-tracks-850-900.json" (143K) +INFO:root:Requesting 900 to 950 +INFO:root:Received 900 to 919 +INFO:root:Saved at "\tracks\saved-tracks-900-919.json" (55K) +INFO:root:Requested and saved 919 tracks split over 19 files (2 MB) +INFO:root:Reading track files +INFO:root:Read and parse 19 track files +INFO:root:Combining into single track file for ease of access +INFO:root:File combined with 919 items +INFO:root:Processing file... +INFO:root:Processed data, creating plot from data +INFO:root:Saving the figure to the 'export' folder +INFO:root:Showing plot to User +> +``` + +# Requirements + +The requirements for this project are outlined in the [requirements.txt](requirements.txt) file. + +You can use the `pip` tool to instantly download and install all required modules via `pip install -r requirements.txt`. + +## License + +This project uses the GNU General Public License, see the [LICENSE](./LICENSE) file for more information. \ No newline at end of file diff --git a/app/spotify_explicit/auth.py b/app/spotify_explicit/auth.py new file mode 100644 index 0000000..994ef6c --- /dev/null +++ b/app/spotify_explicit/auth.py @@ -0,0 +1,34 @@ +import logging, sys, os, json + +# Path to API Credentials file +PATH = os.path.join(sys.path[0], 'auth.json') + +# Ensure the file exists, if not, generate one and error with a reason +if not os.path.exists(PATH): + with open(PATH, 'w') as file: + # Dump a pretty-printed dictionary with default values + json.dump( + { + 'USERNAME' : 'Your Username Here', + 'CLIENT_ID' : 'Your Client ID Here', + 'CLIENT_SECRET' : 'Your Client Secret Here', + 'REDIRECT_URI' : 'Your Redirect URI Callback Here', + 'SCOPE' : ['Your Scopes Here'] + }, + file, + indent=3 + ) + # Error critically, then exit + logging.critical("No \'auth.json\' file detected, one has been created for you") + logging.critical("Please fill out with your Spotify credentials, and then restart the program") + sys.exit() + +# Open and parse file +FILE = json.load(open(PATH, 'r')) + +# Load all configuration variables +USERNAME = FILE['USERNAME'] +CLIENT_ID = FILE['CLIENT_ID'] +CLIENT_SECRET = FILE['CLIENT_SECRET'] +REDIRECT_URI = FILE['REDIRECT_URI'] +SCOPE = ' '.join(FILE['SCOPE']) \ No newline at end of file diff --git a/app/spotify_explicit/graph.png b/app/spotify_explicit/graph.png new file mode 100644 index 0000000..20d6645 Binary files /dev/null and b/app/spotify_explicit/graph.png differ diff --git a/app/spotify_explicit/main.py b/app/spotify_explicit/main.py new file mode 100644 index 0000000..bba6f25 --- /dev/null +++ b/app/spotify_explicit/main.py @@ -0,0 +1,31 @@ +import os +import sys +import time +import json +import auth +import pull +import process +import logging + + +def main(): + logging.basicConfig(level=logging.INFO) + logging.info('Pulling data from Spotify') + refresh() + process.main() + +# Refreshes tracks from files if the token from Spotipy has expired, +# thus keeping us up to date in most cases while keeping rate limits +def refresh(): + file_path = os.path.join(sys.path[0], f'.cache-{auth.USERNAME}') + if os.path.exists(file_path): + cache = json.load(open(file_path, 'r')) + if True or time.time() > cache['expires_at']: + logging.info('Refreshing Spotify data by pulling tracks, this may take a moment.') + pull.main() + else: + logging.info('Spotify data deemed to be recent enough (under {} seconds old)'.format(cache['expires_in'])) + else: + pull.main() + +main() \ No newline at end of file diff --git a/app/spotify_explicit/process.py b/app/spotify_explicit/process.py new file mode 100644 index 0000000..2d7c2d5 --- /dev/null +++ b/app/spotify_explicit/process.py @@ -0,0 +1,117 @@ +import os +import sys +import json +import logging +import datetime +import collections +import numpy as np +import dateutil.parser +import PIL.Image as Image +import matplotlib.pyplot as plt + +# Gets all files in tracks folder, returns them in parsed JSON +def get_files(): + folder = os.path.join(sys.path[0], 'tracks') + files = [] + for file in os.listdir(folder): + with open(os.path.join(os.path.join(folder, file))) as file: + files.append( + json.load(file) + ) + return files + +# Simple function to combine a bunch of items from different files +def combine_files(files): + items = [] + for file in files: + items.extend(file['items']) + return items + +# Prints the data in a interesting format +def print_data(data): + for i, item in enumerate(data): + date = dateutil.parser.parse(item['added_at']) + explicit = '!' if item['track']['explicit'] else ' ' + track_name = item['track']['name'] + artists = ' & '.join(artist['name'] for artist in item['track']['artists']) + print('[{}] {} "{}" by {}'.format(date, explicit, track_name, artists)) + +def process_data(data): + # Process the data by Month/Year, then by Clean/Explicit + scores = {} + for item in data: + date = dateutil.parser.parse(item['added_at']).strftime('%b %Y') + if date not in scores.keys(): + scores[date] = [0, 0] + scores[date][1 if item['track']['explicit'] else 0] += 1 + + # Create simplified arrays for each piece of data + months = list(scores.keys())[::-1] + clean, explicit = [], [] + for item in list(scores.values())[::-1]: + clean.append(item[0]) + explicit.append(item[1]) + + # Done processing date properly, start plotting work + logging.info('Processed data, creating plot from data') + # Weird numpy stuff + n = len(scores.values()) + ind = np.arange(n) + width = 0.55 + # Resizer figuresize to be 2.0 wider + plt.figure(figsize=(10.0, 6.0)) + # Stacked Bars + p1 = plt.bar(ind, explicit, width) + p2 = plt.bar(ind, clean, width, bottom=explicit) # bottom= just has the bar sit on top of the explicit + # Plot labeling + plt.title('Song Count by Clean/Explicit') + plt.ylabel('Song Count') + plt.xlabel('Month') + plt.xticks(ind, months, rotation=270) # Rotation 90 will have the + plt.legend((p1[0], p2[0]), ('Explicit', 'Clean')) + fig = plt.gcf() # Magic to save to image and then show + + # Save the figure, overwriting anything in your way + logging.info('Saving the figure to the \'export\' folder') + export_folder = os.path.join(sys.path[0], 'export') + if not os.path.exists(export_folder): + os.makedirs(export_folder) + plt.tight_layout() + fig.savefig( + os.path.join( + export_folder, + 'export' + # datetime.datetime.now().strftime('%Y-%m-%d %H-%M-%S') + ), + dpi=100, + quality=95 + ) + + # Finally show the figure to + logging.info('Showing plot to User') + # plt.show() + + # Copy the figure to your clipboard to paste in Excel + # logging.info('Copying the plot data to clipboard') + # copy(months, clean, explicit) + +# Simple method for exporting data to a table like format +# Will paste into Excel very easily +def copy(months, clean, explicit): + from pyperclip import copy + top = 'Period\tClean\tExplicit\n' + copy(top + '\n'.join([ + f'{item[0]}\t{item[1]}\t{item[2]}' for item in zip(months, clean, explicit) + ])) + +def main(): + # logging.basicConfig(level=logging.INFO) + logging.info("Reading track files") + files = get_files() + logging.info(f"Read and parse {len(files)} track files") + logging.info("Combining into single track file for ease of access") + data = combine_files(files) + data.sort(key=lambda item : dateutil.parser.parse(item['added_at']).timestamp(), reverse=True) + logging.info(f'File combined with {len(data)} items') + logging.info('Processing file...') + process_data(data) \ No newline at end of file diff --git a/app/spotify_explicit/pull.py b/app/spotify_explicit/pull.py new file mode 100644 index 0000000..da4e202 --- /dev/null +++ b/app/spotify_explicit/pull.py @@ -0,0 +1,65 @@ +import os +import sys +import auth +import json +import shutil +import pprint +import spotipy +import logging +from hurry.filesize import size, alternative +import spotipy.util as util + +def main(): + # Get Authorization + logging.basicConfig(level=logging.INFO) + logging.info('Authorizing with Spotify via Spotipy') + logging.warning('May require User Interaction to authenticate properly!') + token = util.prompt_for_user_token( + username=auth.USERNAME, + scope=auth.SCOPE, + client_id=auth.CLIENT_ID, + client_secret=auth.CLIENT_SECRET, + redirect_uri=auth.REDIRECT_URI + ) + sp = spotipy.Spotify(auth=token) + logging.info('Authorized with Spotify via Spotipy') + + tracks_folder = os.path.join(sys.path[0], 'tracks') + logging.warning('Clearing all files in tracks folder for new files') + if os.path.exists(tracks_folder): + shutil.rmtree(tracks_folder) # Delete folder and all contents (old track files) + os.makedirs(tracks_folder) # Recreate the folder just deleted + logging.info('Cleared folder, ready to download new track files') + + curoffset, curlimit = 0, 50 + while curoffset >= 0: + # Request and identify what was received + logging.info('Requesting {} to {}'.format(curoffset, curoffset + curlimit)) + response = sp.current_user_saved_tracks(limit=curlimit, offset=curoffset) + received = len(response['items']) + logging.info('Received {} to {}'.format(curoffset, curoffset + received)) + # Create path/filename + filename = f'saved-tracks-{curoffset}-{curoffset + received}.json' + filepath = os.path.join(tracks_folder, filename) + # Save track file + with open(filepath, 'w+') as file: + json.dump(response, file) + logging.info('Saved at "{}" ({})'.format( + f'\\tracks\\{filename}', + size(os.path.getsize(filepath))) + ) + # Decide whether we have received all possible tracks + if received < curlimit: + logging.info('Requested and saved {} tracks split over {} files ({})'.format( + curoffset + received, + len(os.listdir(tracks_folder)), + size( + sum( + os.path.getsize(os.path.join(tracks_folder, file)) for file in os.listdir(tracks_folder) + ), + system=alternative + ) + )) + break + # Continuing, so increment offset + curoffset += curlimit \ No newline at end of file diff --git a/app/spotify_explicit/recent.json b/app/spotify_explicit/recent.json new file mode 100644 index 0000000..bf7a4cf --- /dev/null +++ b/app/spotify_explicit/recent.json @@ -0,0 +1 @@ +{"last_generated": 1572327849} \ No newline at end of file diff --git a/app/spotify_explicit/requirements.txt b/app/spotify_explicit/requirements.txt new file mode 100644 index 0000000..09af153 --- /dev/null +++ b/app/spotify_explicit/requirements.txt @@ -0,0 +1,8 @@ +hurry.filesize +pyperclip +numpy +spotipy +matplotlib +Pillow +python_dateutil +hurry \ No newline at end of file