From cff38fbaa90196b7c8d1ffb4445f0c88558a6f9a Mon Sep 17 00:00:00 2001
From: Xevion <xevioni@yandex.com>
Date: Sun, 27 Oct 2019 15:28:22 -0500
Subject: [PATCH] plotting work

---
 process.py | 40 ++++++++++++++++++++++++++++++----------
 1 file changed, 30 insertions(+), 10 deletions(-)

diff --git a/process.py b/process.py
index 08903af..2e78e30 100644
--- a/process.py
+++ b/process.py
@@ -1,8 +1,11 @@
 import os
 import sys
 import json
-import dateutil.parser
 import logging
+import collections
+import numpy as np
+import dateutil.parser
+import matplotlib.pyplot as plt
 
 def get_files():
     folder = os.path.join(sys.path[0], 'tracks')
@@ -20,18 +23,35 @@ def combine_files(files):
         items.extend(file['items'])
     return items
 
-def process(data):
+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
-        ))
+        print('[{}] {} "{}" by {}'.format(date, explicit, track_name, artists))
+
+def process_data(data):
+    explicit = collections.defaultdict(int)
+    safe = collections.defaultdict(int)
+    for item in data:
+        date = dateutil.parser.parse(item['added_at'])
+        date = date.strftime('%b %Y')
+        if item['track']['explicit']:
+            explicit[date] += 1
+        else:
+            safe[date] += 1
+    times = [dateutil.parser.parse(item['added_at']) for item in data]
+    sort_func = lambda x : dateutil.parser.parse(x[0]).epoch
+    
+
+    n = len(data)
+    ind = np.arange(n)
+    width = 0.35
+    plt.ylabel('Month')
+    plt.xlabel('Song by Type')
+    plt.xticks(ind, )
+    # plt.show()
 
 def main():
     logging.basicConfig(level=logging.INFO)
@@ -41,6 +61,6 @@ def main():
     logging.info("Combining into single track file for ease of access")
     data = combine_files(files)
     logging.info(f'File combined with {len(data)} items')
-    logging.info('Prcessing file...')
-    process(data)
+    logging.info('Processing file...')
+    process_data(data)
 main()
\ No newline at end of file