From dea64611730c84a59c711c61f7f80948f82bcd31 Mon Sep 17 00:00:00 2001
From: Edmond Yoo <hj3yoo@uwaterloo.ca>
Date: Fri, 12 Oct 2018 20:12:47 +0000
Subject: [PATCH] Commit before removing YOLO
---
fetch_data.py | 139 ++++++++++++++++++++++++++++++++++++++++++++--
1 files changed, 132 insertions(+), 7 deletions(-)
diff --git a/fetch_data.py b/fetch_data.py
index 190dd14..db7d30c 100644
--- a/fetch_data.py
+++ b/fetch_data.py
@@ -1,11 +1,136 @@
-from urllib import request
+from urllib import request, error
+import ast
+import json
+import pandas as pd
+import re
+import os
+import transform_data
+import time
-def fetch_all_cards_text(url='https://archive.scryfall.com/json/scryfall-all-cards.json', out_file='all_cards.json'):
- request.urlretrieve(url, out_file)
+# Core & expansion sets with 2003 frame
+set_2003_list = ['mrd', 'dst', '5dn', 'chk', 'bok', 'sok', 'rav', 'gpt', 'dis', 'csp', 'tsp', 'plc', 'fut', '10e',
+ 'lrw', 'mor', 'shm', 'eve', 'ala', 'con', 'arb', 'm10', 'zen', 'wwk', 'roe', 'm11', 'som', 'mbs',
+ 'nph', 'm12', 'isd', 'dka', 'avr', 'm13', 'rtr', 'gtc', 'dgm', 'm14', 'ths', 'bng', 'jou']
+# Core & expansion sets with 2015 frame
+set_2015_list = ['m15', 'ktk', 'frf', 'dtk', 'bfz', 'ogw', 'soi', 'emn', 'kld', 'aer', 'akh', 'hou', 'xln', 'rix', 'dom']
+
+# Box sets
+set_box_list = ['evg', 'drb', 'dd2', 'ddc', 'td0', 'v09', 'ddd', 'h09', 'dde', 'dpa', 'v10', 'ddf', 'td0', 'pd2', 'ddg',
+ 'cmd', 'v11', 'ddh', 'pd3', 'ddi', 'v12', 'ddj', 'cm1', 'td2', 'ddk', 'v13', 'ddl', 'c13', 'ddm', 'md1',
+ 'v14', 'ddn', 'c14', 'ddo', 'v15', 'ddp', 'c15', 'ddq', 'v16', 'ddr', 'c16', 'pca', 'dds', 'cma', 'c17',
+ 'ddt', 'v17', 'ddu', 'cm2', 'ss1', 'gs1', 'c18']
+
+# Supplemental sets
+set_sup_list = ['hop', 'arc', 'pc2', 'cns', 'cn2', 'e01', 'e02', 'bbd']
+
+all_set_list = set_2003_list
+
+
+def fetch_all_cards_text(url='https://api.scryfall.com/cards/search?q=layout:normal+format:modern+lang:en+frame:2003',
+ csv_name=''):
+ has_more = True
+ cards = []
+ # get cards dataset as a json from the query
+ while has_more:
+ res_file_dir, http_message = request.urlretrieve(url)
+ with open(res_file_dir, 'r') as res_file:
+ res_json = json.loads(res_file.read())
+ cards += res_json['data']
+ has_more = res_json['has_more']
+ if has_more:
+ url = res_json['next_page']
+ print(len(cards))
+
+ # Convert them into a dataframe, and truncate unnecessary columns
+ df = pd.DataFrame.from_dict(cards)
+
+ if csv_name != '':
+ #df = df[['artist', 'border_color', 'collector_number', 'color_identity', 'colors', 'flavor_text', 'image_uris',
+ # 'mana_cost', 'legalities', 'name', 'oracle_text', 'rarity', 'type_line', 'set', 'set_name', 'power',
+ # 'toughness']]
+ #df.to_json(csv_name)
+ df.to_csv(csv_name, sep=';') # Comma doesn't work, since some columns are saved as a dict
+
+ return df
+
+
+def load_all_cards_text(csv_name):
+ #with open(csv_name, 'r') as json_file:
+ # cards = json.loads(json_file.read())
+ #df = pd.DataFrame.from_dict(cards)
+ df = pd.read_csv(csv_name, sep=';')
+ return df
+
+
+# Pulled from Django framework (https://github.com/django/django/blob/master/django/utils/text.py)
+def get_valid_filename(s):
+ """
+ Return the given string converted to a string that can be used for a clean
+ filename. Remove leading and trailing spaces; convert other spaces to
+ underscores; and remove anything that is not an alphanumeric, dash,
+ underscore, or dot.
+ >>> get_valid_filename("john's portrait in 2004.jpg")
+ 'johns_portrait_in_2004.jpg'
+ """
+ s = str(s).strip().replace(' ', '_')
+ return re.sub(r'(?u)[^-\w.]', '', s)
+
+
+def fetch_all_cards_image(df, out_dir='', size='png'):
+ if isinstance(df, pd.Series):
+ fetch_card_image(df, out_dir, size)
+ else:
+ for ind, row in df.iterrows():
+ fetch_card_image(row, out_dir, size)
+
+
+def fetch_card_image(row, out_dir='', size='png'):
+ if out_dir == '':
+ out_dir = '%s/card_img/%s/%s' % (transform_data.data_dir, size, row['set'])
+ if not os.path.exists(out_dir):
+ os.makedirs(out_dir)
+
+ png_urls = []
+ card_names = []
+ if row['layout'] == 'transform' or row['layout'] == 'double_faced_token':
+ if isinstance(row['card_faces'], str): # For some reason, dict isn't being parsed in the previous step
+ card_faces = ast.literal_eval(row['card_faces'])
+ else:
+ card_faces = row['card_faces']
+ for i in range(len(card_faces)):
+ png_urls.append(card_faces[i]['image_uris'][size])
+ card_names.append(get_valid_filename(card_faces[i]['name']))
+ else: #if row['layout'] == 'normal':
+ if isinstance(row['image_uris'], str): # For some reason, dict isn't being parsed in the previous step
+ png_urls.append(ast.literal_eval(row['image_uris'])[size])
+ else:
+ png_urls.append(row['image_uris'][size])
+ card_names.append(get_valid_filename(row['name']))
+
+ for i in range(len(png_urls)):
+ img_name = '%s/%s_%s.png' % (out_dir, row['collector_number'], card_names[i])
+ if not os.path.isfile(img_name):
+ request.urlretrieve(png_urls[i], filename=img_name)
+ print(img_name)
+
+
+def main():
+ for set_name in all_set_list:
+ csv_name = '%s/csv/%s.csv' % (transform_data.data_dir, set_name)
+ print(csv_name)
+ if not os.path.isfile(csv_name):
+ df = fetch_all_cards_text(url='https://api.scryfall.com/cards/search?q=set:%s+lang:en'
+ % set_name, csv_name=csv_name)
+ else:
+ df = load_all_cards_text(csv_name)
+ df.sort_values('collector_number')
+ fetch_all_cards_image(df, out_dir='%s/card_img/png/%s' % (transform_data.data_dir, set_name))
+ #df = fetch_all_cards_text(url='https://api.scryfall.com/cards/search?q=layout:normal+lang:en+frame:2003',
+ # csv_name='data/csv/all.csv')
pass
-def fetch_cards_image(cards_json, out_dir, size='large'):
- for card in cards_json:
- request.urlretrieve(card['image_uris'][size], '%s\%s' % (out_dir, card['name']))
- pass
\ No newline at end of file
+
+if __name__ == '__main__':
+ main()
+ pass
--
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