Card now has flexible input from encoded formats. Data mining code updated.
Unfortunately, python does not do import in a nice way without using the full bore module system, I'll deal with that another day.
This commit is contained in:
Bill Zorn
parent
31877972c2
commit
40fc695826
395
datamine.py
395
datamine.py
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@ -1,395 +0,0 @@
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import re
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import codecs
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import sys
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import random
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import lib.utils as utils
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from lib.card import Card
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from lib.mana import Manacost
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# Format a list of rows of data into nice columns.
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# Note that it's the columns that are nice, not this code.
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def padrows(l):
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# get length for each field
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lens = []
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for ll in l:
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for i, field in enumerate(ll):
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if i < len(lens):
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lens[i] = max(len(str(field)), lens[i])
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else:
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lens += [len(str(field))]
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# now pad out to that length
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padded = []
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for ll in l:
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padded += ['']
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for i, field in enumerate(ll):
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s = str(field)
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pad = ' ' * (lens[i] - len(s))
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padded[-1] += (s + pad + ' ')
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return padded
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def printrows(l):
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for row in l:
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print row
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# global card pools
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unparsed_cards = []
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invalid_cards = []
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cards = []
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allcards = []
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# global indices
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by_name = {}
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by_type = {}
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by_type_inclusive = {}
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by_supertype = {}
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by_supertype_inclusive = {}
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by_subtype = {}
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by_subtype_inclusive = {}
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by_color = {}
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by_color_inclusive = {}
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by_color_count = {}
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by_cmc = {}
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by_cost = {}
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by_power = {}
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by_toughness = {}
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by_pt = {}
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by_loyalty = {}
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by_textlines = {}
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by_textlen = {}
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indices = {
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'by_name' : by_name,
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'by_type' : by_type,
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'by_type_inclusive' : by_type_inclusive,
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'by_supertype' : by_supertype,
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'by_supertype_inclusive' : by_supertype_inclusive,
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'by_subtype' : by_subtype,
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'by_subtype_inclusive' : by_subtype_inclusive,
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'by_color' : by_color,
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'by_color_inclusive' : by_color_inclusive,
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'by_color_count' : by_color_count,
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'by_cmc' : by_cmc,
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'by_cost' : by_cost,
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'by_power' : by_power,
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'by_toughness' : by_toughness,
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'by_pt' : by_pt,
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'by_loyalty' : by_loyalty,
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'by_textlines' : by_textlines,
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'by_textlen' : by_textlen,
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}
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def index_size(d):
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return sum(map(lambda k: len(d[k]), d))
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def inc(d, k, obj):
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if k or k == 0:
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if k in d:
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d[k] += obj
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else:
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d[k] = obj
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# build the global indices
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def analyze(cardtexts):
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global unparsed_cards, invalid_cards, cards, allcards
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for cardtext in cardtexts:
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# the empty card is not interesting
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if not cardtext:
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continue
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card = Card(cardtext)
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if card._valid:
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cards += [card]
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allcards += [card]
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elif card._parsed:
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invalid_cards += [card]
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allcards += [card]
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else:
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unparsed_cards += [card]
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if card._parsed:
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inc(by_name, card.name, [card])
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inc(by_type, ' '.join(card.types), [card])
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for t in card.types:
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inc(by_type_inclusive, t, [card])
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inc(by_supertype, ' '.join(card.supertypes), [card])
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for t in card.supertypes:
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inc(by_supertype_inclusive, t, [card])
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inc(by_subtype, ' '.join(card.subtypes), [card])
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for t in card.subtypes:
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inc(by_subtype_inclusive, t, [card])
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if card.cost.colors:
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inc(by_color, card.cost.colors, [card])
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for c in card.cost.colors:
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inc(by_color_inclusive, c, [card])
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inc(by_color_count, len(card.cost.colors), [card])
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else:
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# colorless, still want to include in these tables
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inc(by_color, 'A', [card])
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inc(by_color_inclusive, 'A', [card])
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inc(by_color_count, 0, [card])
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inc(by_cmc, card.cost.cmc, [card])
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inc(by_cost, card.cost.reencode() if card.cost.reencode() else 'none', [card])
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inc(by_power, card.power, [card])
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inc(by_toughness, card.toughness, [card])
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inc(by_pt, card.pt, [card])
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inc(by_loyalty, card.loyalty, [card])
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inc(by_textlines, len(card.text_lines), [card])
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inc(by_textlen, len(card.text), [card])
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# summarize the indices
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# Yes, this printing code is pretty terrible.
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def summarize(hsize = 10, vsize = 10, cmcsize = 20):
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print '===================='
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print str(len(cards)) + ' valid cards, ' + str(len(invalid_cards)) + ' invalid cards.'
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print str(len(allcards)) + ' cards parsed, ' + str(len(unparsed_cards)) + ' failed to parse'
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print '--------------------'
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print str(len(by_name)) + ' unique card names'
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print '--------------------'
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print (str(len(by_color_inclusive)) + ' represented colors (including colorless as \'A\'), '
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+ str(len(by_color)) + ' combinations')
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print 'Breakdown by color:'
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rows = [by_color_inclusive.keys()]
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rows += [[len(by_color_inclusive[k]) for k in rows[0]]]
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printrows(padrows(rows))
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print 'Breakdown by number of colors:'
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rows = [by_color_count.keys()]
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rows += [[len(by_color_count[k]) for k in rows[0]]]
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printrows(padrows(rows))
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print '--------------------'
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print str(len(by_type_inclusive)) + ' unique card types, ' + str(len(by_type)) + ' combinations'
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print 'Breakdown by type:'
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d = sorted(by_type_inclusive,
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lambda x,y: cmp(len(by_type_inclusive[x]), len(by_type_inclusive[y])),
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reverse = True)
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rows = [[k for k in d[:hsize]]]
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rows += [[len(by_type_inclusive[k]) for k in rows[0]]]
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printrows(padrows(rows))
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print '--------------------'
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print (str(len(by_subtype_inclusive)) + ' unique subtypes, '
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+ str(len(by_subtype)) + ' combinations')
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print '-- Popular subtypes: --'
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d = sorted(by_subtype_inclusive,
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lambda x,y: cmp(len(by_subtype_inclusive[x]), len(by_subtype_inclusive[y])),
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reverse = True)
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rows = []
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for k in d[0:vsize]:
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rows += [[k, len(by_subtype_inclusive[k])]]
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printrows(padrows(rows))
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print '-- Top combinations: --'
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d = sorted(by_subtype,
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lambda x,y: cmp(len(by_subtype[x]), len(by_subtype[y])),
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reverse = True)
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rows = []
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for k in d[0:vsize]:
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rows += [[k, len(by_subtype[k])]]
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printrows(padrows(rows))
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print '--------------------'
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print (str(len(by_supertype_inclusive)) + ' unique supertypes, '
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+ str(len(by_supertype)) + ' combinations')
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print 'Breakdown by supertype:'
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d = sorted(by_supertype_inclusive,
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lambda x,y: cmp(len(by_supertype_inclusive[x]),len(by_supertype_inclusive[y])),
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reverse = True)
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rows = [[k for k in d[:hsize]]]
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rows += [[len(by_supertype_inclusive[k]) for k in rows[0]]]
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printrows(padrows(rows))
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print '--------------------'
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print str(len(by_cmc)) + ' different CMCs, ' + str(len(by_cost)) + ' unique mana costs'
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print 'Breakdown by CMC:'
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d = sorted(by_cmc, reverse = False)
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rows = [[k for k in d[:cmcsize]]]
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rows += [[len(by_cmc[k]) for k in rows[0]]]
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printrows(padrows(rows))
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print '-- Popular mana costs: --'
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d = sorted(by_cost,
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lambda x,y: cmp(len(by_cost[x]), len(by_cost[y])),
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reverse = True)
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rows = []
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for k in d[0:vsize]:
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rows += [[utils.from_mana(k), len(by_cost[k])]]
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printrows(padrows(rows))
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print '--------------------'
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print str(len(by_pt)) + ' unique p/t combinations'
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print ('Largest power: ' + str(max(map(len, by_power)) - 1) +
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', largest toughness: ' + str(max(map(len, by_toughness)) - 1))
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print '-- Popular p/t values: --'
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d = sorted(by_pt,
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lambda x,y: cmp(len(by_pt[x]), len(by_pt[y])),
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reverse = True)
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rows = []
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for k in d[0:vsize]:
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rows += [[utils.from_unary(k), len(by_pt[k])]]
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printrows(padrows(rows))
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print '--------------------'
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print 'Loyalty values:'
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d = sorted(by_loyalty,
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lambda x,y: cmp(len(by_loyalty[x]), len(by_loyalty[y])),
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reverse = True)
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rows = []
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for k in d[0:vsize]:
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rows += [[utils.from_unary(k), len(by_loyalty[k])]]
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printrows(padrows(rows))
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print '--------------------'
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print('Card text ranges from ' + str(min(by_textlen)) + ' to '
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+ str(max(by_textlen)) + ' characters in length')
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print('Card text ranges from ' + str(min(by_textlines)) + ' to '
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+ str(max(by_textlines)) + ' lines')
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print '-- Line counts by frequency: --'
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d = sorted(by_textlines,
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lambda x,y: cmp(len(by_textlines[x]), len(by_textlines[y])),
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reverse = True)
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rows = []
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for k in d[0:vsize]:
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rows += [[k, len(by_textlines[k])]]
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printrows(padrows(rows))
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print '===================='
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# describe outliers in the indices
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def outliers(hsize = 10, vsize = 10, dump_invalid = False):
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print '********************'
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print 'Overview of indices:'
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rows = [['Index Name', 'Keys', 'Total Members']]
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for index in indices:
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rows += [[index, len(indices[index]), index_size(indices[index])]]
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printrows(padrows(rows))
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print '********************'
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if len(by_name) > 0:
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scardname = sorted(by_name,
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lambda x,y: cmp(len(x), len(y)),
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reverse = False)[0]
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print 'Shortest Cardname: (' + str(len(scardname)) + ')'
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print ' ' + scardname
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lcardname = sorted(by_name,
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lambda x,y: cmp(len(x), len(y)),
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reverse = True)[0]
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print 'Longest Cardname: (' + str(len(lcardname)) + ')'
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print ' ' + lcardname
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d = sorted(by_name,
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lambda x,y: cmp(len(by_name[x]), len(by_name[y])),
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reverse = True)
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rows = []
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for k in d[0:vsize]:
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if len(by_name[k]) > 1:
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rows += [[k, len(by_name[k])]]
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if rows == []:
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print('No duplicated cardnames')
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else:
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print '-- Most duplicated names: --'
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printrows(padrows(rows))
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else:
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print 'No cards indexed by name?'
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print '--------------------'
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if len(by_type) > 0:
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ltypes = sorted(by_type,
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lambda x,y: cmp(len(x), len(y)),
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reverse = True)[0]
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print 'Longest card type: (' + str(len(ltypes)) + ')'
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print ' ' + ltypes
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else:
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print 'No cards indexed by type?'
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if len(by_subtype) > 0:
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lsubtypes = sorted(by_subtype,
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lambda x,y: cmp(len(x), len(y)),
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reverse = True)[0]
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print 'Longest subtype: (' + str(len(lsubtypes)) + ')'
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print ' ' + lsubtypes
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else:
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print 'No cards indexed by subtype?'
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if len(by_supertype) > 0:
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lsupertypes = sorted(by_supertype,
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lambda x,y: cmp(len(x), len(y)),
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reverse = True)[0]
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print 'Longest supertype: (' + str(len(lsupertypes)) + ')'
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print ' ' + lsupertypes
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else:
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print 'No cards indexed by supertype?'
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print '--------------------'
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if len(by_cost) > 0:
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lcost = sorted(by_cost,
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lambda x,y: cmp(len(x), len(y)),
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reverse = True)[0]
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print 'Longest mana cost: (' + str(len(lcost)) + ')'
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print ' ' + utils.from_mana(lcost)
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print '\n' + by_cost[lcost][0].reencode() + '\n'
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else:
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print 'No cards indexed by cost?'
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if len(by_cmc) > 0:
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lcmc = sorted(by_cmc, reverse = True)[0]
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print 'Largest cmc: (' + str(lcmc) + ')'
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print ' ' + str(by_cmc[lcmc][0].cost)
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print '\n' + by_cmc[lcmc][0].reencode()
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else:
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print 'No cards indexed by cmc?'
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print '--------------------'
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if len(by_power) > 0:
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lpower = sorted(by_power,
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lambda x,y: cmp(len(x), len(y)),
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reverse = True)[0]
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print 'Largest creature power: ' + utils.from_unary(lpower)
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print '\n' + by_power[lpower][0].reencode() + '\n'
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else:
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print 'No cards indexed by power?'
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if len(by_toughness) > 0:
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ltoughness = sorted(by_toughness,
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lambda x,y: cmp(len(x), len(y)),
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reverse = True)[0]
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print 'Largest creature toughness: ' + utils.from_unary(ltoughness)
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print '\n' + by_toughness[ltoughness][0].reencode()
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else:
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print 'No cards indexed by toughness?'
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print '--------------------'
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if len(by_textlines) > 0:
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llines = sorted(by_textlines, reverse = True)[0]
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print 'Most lines of text in a card: ' + str(llines)
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print '\n' + by_textlines[llines][0].reencode() + '\n'
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else:
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print 'No cards indexed by line count?'
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if len(by_textlen) > 0:
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ltext = sorted(by_textlen, reverse = True)[0]
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print 'Most chars in a card text: ' + str(ltext)
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print '\n' + by_textlen[ltext][0].reencode()
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else:
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print 'No cards indexed by char count?'
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print '--------------------'
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print 'There were ' + str(len(invalid_cards)) + ' invalid cards.'
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if dump_invalid:
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for card in invalid_cards:
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print '\n' + card.raw
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elif len(invalid_cards) > 0:
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print 'Not summarizing.'
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print '--------------------'
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print 'There were ' + str(len(unparsed_cards)) + ' unparsed cards.'
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if dump_invalid:
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for card in unparsed_cards:
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print '\n' + card.raw
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elif len(unparsed_cards) > 0:
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print 'Not summarizing.'
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print '===================='
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def main(fname, oname = None, verbose = False):
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if verbose:
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print 'Opening encoded card file: ' + fname
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with open(fname, 'rt') as f:
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text = f.read()
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cardtexts = text.split(utils.cardsep)
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analyze(cardtexts)
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summarize()
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outliers(dump_invalid = False)
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if __name__ == '__main__':
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import sys
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if len(sys.argv) == 2:
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main(sys.argv[1])
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elif len(sys.argv) == 3:
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main(sys.argv[1], oname = sys.argv[2])
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else:
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print 'Usage: ' + sys.argv[0] + ' ' + '<encoded file> [output filename]'
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exit(1)
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@ -202,9 +202,74 @@ def fields_from_json(src_json):
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# we don't need to worry about bsides because we handle that in the constructor
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return parsed, valid and fields_check_valid(fields), fields
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def fields_from_format(src_text, fmt_ordered, fmt_labeled, fieldsep):
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pass
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def fields_from_format(src_text, fmt_ordered, fmt_labeled, fieldsep):
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parsed = True
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valid = True
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fields = {}
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if fmt_labeled:
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labels = {fmt_labeled[k] : k for k in fmt_labeled}
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field_label_regex = '[' + ''.join(labels.keys()) + ']'
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def addf(fields, fkey, fval):
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if fkey in fields:
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fields[fkey] += [fval]
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else:
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fields[fkey] = [fval]
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textfields = src_text.split(fieldsep)
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idx = 0
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true_idx = 0
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for textfield in textfields:
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# ignore leading or trailing empty fields due to seps
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if textfield == '':
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if true_idx == 0 or true_idx == len(textfields) - 1:
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true_idx += 1
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continue
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# count the field index for other empty fields but don't add them
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else:
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idx += 1
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true_idx += 1
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continue
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lab = None
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if fmt_labeled:
|
||||
labs = re.findall(field_label_regex, textfield)
|
||||
# use the first label if we saw any at all
|
||||
if len(labs) > 0:
|
||||
lab = labs[0]
|
||||
# try to use the field label if we got one
|
||||
if lab and lab in labels:
|
||||
fname = labels[lab]
|
||||
# fall back to the field order specified
|
||||
elif idx < len(fmt_ordered):
|
||||
fname = fmt_ordered[idx]
|
||||
# we don't know what to do with this field: call it other
|
||||
else:
|
||||
fname = field_other
|
||||
parsed = False
|
||||
valid = False
|
||||
|
||||
# specialized handling
|
||||
if fname in [field_cost]:
|
||||
fval = Manacost(textfield)
|
||||
parsed = parsed and fval.parsed
|
||||
valid = valid and fval.valid
|
||||
addf(fields, fname, (idx, fval))
|
||||
elif fname in [field_text]:
|
||||
fval = Manatext(textfield)
|
||||
valid = valid and fval.valid
|
||||
addf(fields, fname, (idx, fval))
|
||||
elif fname in [field_supertypes, field_types, field_subtypes]:
|
||||
addf(fields, fname, (idx, textfield.split()))
|
||||
else:
|
||||
addf(fields, fname, (idx, textfield))
|
||||
|
||||
idx += 1
|
||||
true_idx += 1
|
||||
|
||||
# again, bsides are handled by the constructor
|
||||
return parsed, valid and fields_check_valid(fields), fields
|
||||
|
||||
# Here's the actual Card class that other files should use.
|
||||
|
||||
|
|
@ -272,8 +337,8 @@ class Card:
|
|||
if self.fields:
|
||||
for field in self.fields:
|
||||
# look for a specialized set function
|
||||
if '_set_' + field in self.__dict__:
|
||||
self.__dict__['_set_' + field](self.fields[field])
|
||||
if hasattr(self, '_set_' + field):
|
||||
getattr(self, '_set_' + field)(self.fields[field])
|
||||
# otherwise use the default one
|
||||
elif field in self.__dict__:
|
||||
self.set_field_default(field, self.fields[field])
|
||||
|
|
@ -330,16 +395,16 @@ class Card:
|
|||
break # only use the first one...
|
||||
|
||||
def _set_text(self, values):
|
||||
mtext = ''
|
||||
for idx, value in values:
|
||||
mtext = value
|
||||
self.__dict__[field_text] = mtext
|
||||
fulltext = mtext.encode()
|
||||
if fulltext:
|
||||
self.__dict__[field_text + '_lines'] = map(Manatext, fulltext.split(utils.newline))
|
||||
self.__dict__[field_text + '_words'] = re.sub(utils.unletters_regex,
|
||||
' ',
|
||||
fulltext).split()
|
||||
self.__dict__[field_text] = mtext
|
||||
fulltext = mtext.encode()
|
||||
if fulltext:
|
||||
self.__dict__[field_text + '_lines'] = map(Manatext, fulltext.split(utils.newline))
|
||||
self.__dict__[field_text + '_words'] = re.sub(utils.unletters_regex,
|
||||
' ',
|
||||
fulltext).split()
|
||||
break # only use the first one...
|
||||
|
||||
def _set_other(self, values):
|
||||
# just record these, we could do somthing unset valid if we really wanted
|
||||
|
|
@ -358,8 +423,8 @@ class Card:
|
|||
|
||||
for field in fmt_ordered:
|
||||
if field in self.__dict__:
|
||||
if self.__dict__[field]:
|
||||
outfield = self.__dict__[field]
|
||||
outfield = self.__dict__[field]
|
||||
if outfield:
|
||||
# specialized field handling for the ones that aren't strings (sigh)
|
||||
if isinstance(outfield, list):
|
||||
outfield_str = ' '.join(outfield)
|
||||
|
|
|
|||
|
|
@ -0,0 +1,380 @@
|
|||
import re
|
||||
import sys
|
||||
|
||||
import utils
|
||||
from cardlib import Card
|
||||
|
||||
# Format a list of rows of data into nice columns.
|
||||
# Note that it's the columns that are nice, not this code.
|
||||
def padrows(l):
|
||||
# get length for each field
|
||||
lens = []
|
||||
for ll in l:
|
||||
for i, field in enumerate(ll):
|
||||
if i < len(lens):
|
||||
lens[i] = max(len(str(field)), lens[i])
|
||||
else:
|
||||
lens += [len(str(field))]
|
||||
# now pad out to that length
|
||||
padded = []
|
||||
for ll in l:
|
||||
padded += ['']
|
||||
for i, field in enumerate(ll):
|
||||
s = str(field)
|
||||
pad = ' ' * (lens[i] - len(s))
|
||||
padded[-1] += (s + pad + ' ')
|
||||
return padded
|
||||
def printrows(l):
|
||||
for row in l:
|
||||
print row
|
||||
|
||||
# index management helpers
|
||||
def index_size(d):
|
||||
return sum(map(lambda k: len(d[k]), d))
|
||||
|
||||
def inc(d, k, obj):
|
||||
if k or k == 0:
|
||||
if k in d:
|
||||
d[k] += obj
|
||||
else:
|
||||
d[k] = obj
|
||||
|
||||
# thanks gleemax
|
||||
def plimit(s, mlen = 1000):
|
||||
if len(s) > mlen:
|
||||
return s[:1000] + '[...]'
|
||||
else:
|
||||
return s
|
||||
|
||||
class Datamine:
|
||||
# build the global indices
|
||||
def __init__(self, card_srcs):
|
||||
# global card pools
|
||||
self.unparsed_cards = []
|
||||
self.invalid_cards = []
|
||||
self.cards = []
|
||||
self.allcards = []
|
||||
|
||||
# global indices
|
||||
self.by_name = {}
|
||||
self.by_type = {}
|
||||
self.by_type_inclusive = {}
|
||||
self.by_supertype = {}
|
||||
self.by_supertype_inclusive = {}
|
||||
self.by_subtype = {}
|
||||
self.by_subtype_inclusive = {}
|
||||
self.by_color = {}
|
||||
self.by_color_inclusive = {}
|
||||
self.by_color_count = {}
|
||||
self.by_cmc = {}
|
||||
self.by_cost = {}
|
||||
self.by_power = {}
|
||||
self.by_toughness = {}
|
||||
self.by_pt = {}
|
||||
self.by_loyalty = {}
|
||||
self.by_textlines = {}
|
||||
self.by_textlen = {}
|
||||
|
||||
self.indices = {
|
||||
'by_name' : self.by_name,
|
||||
'by_type' : self.by_type,
|
||||
'by_type_inclusive' : self.by_type_inclusive,
|
||||
'by_supertype' : self.by_supertype,
|
||||
'by_supertype_inclusive' : self.by_supertype_inclusive,
|
||||
'by_subtype' : self.by_subtype,
|
||||
'by_subtype_inclusive' : self.by_subtype_inclusive,
|
||||
'by_color' : self.by_color,
|
||||
'by_color_inclusive' : self.by_color_inclusive,
|
||||
'by_color_count' : self.by_color_count,
|
||||
'by_cmc' : self.by_cmc,
|
||||
'by_cost' : self.by_cost,
|
||||
'by_power' : self.by_power,
|
||||
'by_toughness' : self.by_toughness,
|
||||
'by_pt' : self.by_pt,
|
||||
'by_loyalty' : self.by_loyalty,
|
||||
'by_textlines' : self.by_textlines,
|
||||
'by_textlen' : self.by_textlen,
|
||||
}
|
||||
|
||||
for card_src in card_srcs:
|
||||
# the empty card is not interesting
|
||||
if not card_src:
|
||||
continue
|
||||
card = Card(card_src)
|
||||
if card.valid:
|
||||
self.cards += [card]
|
||||
self.allcards += [card]
|
||||
elif card.parsed:
|
||||
self.invalid_cards += [card]
|
||||
self.allcards += [card]
|
||||
else:
|
||||
self.unparsed_cards += [card]
|
||||
|
||||
if card.parsed:
|
||||
inc(self.by_name, card.name, [card])
|
||||
|
||||
inc(self.by_type, ' '.join(card.types), [card])
|
||||
for t in card.types:
|
||||
inc(self.by_type_inclusive, t, [card])
|
||||
inc(self.by_supertype, ' '.join(card.supertypes), [card])
|
||||
for t in card.supertypes:
|
||||
inc(self.by_supertype_inclusive, t, [card])
|
||||
inc(self.by_subtype, ' '.join(card.subtypes), [card])
|
||||
for t in card.subtypes:
|
||||
inc(self.by_subtype_inclusive, t, [card])
|
||||
|
||||
if card.cost.colors:
|
||||
inc(self.by_color, card.cost.colors, [card])
|
||||
for c in card.cost.colors:
|
||||
inc(self.by_color_inclusive, c, [card])
|
||||
inc(self.by_color_count, len(card.cost.colors), [card])
|
||||
else:
|
||||
# colorless, still want to include in these tables
|
||||
inc(self.by_color, 'A', [card])
|
||||
inc(self.by_color_inclusive, 'A', [card])
|
||||
inc(self.by_color_count, 0, [card])
|
||||
|
||||
inc(self.by_cmc, card.cost.cmc, [card])
|
||||
inc(self.by_cost, card.cost.encode() if card.cost.encode() else 'none', [card])
|
||||
|
||||
inc(self.by_power, card.pt_p, [card])
|
||||
inc(self.by_toughness, card.pt_t, [card])
|
||||
inc(self.by_pt, card.pt, [card])
|
||||
|
||||
inc(self.by_loyalty, card.loyalty, [card])
|
||||
|
||||
inc(self.by_textlines, len(card.text_lines), [card])
|
||||
inc(self.by_textlen, len(card.text.encode()), [card])
|
||||
|
||||
# summarize the indices
|
||||
# Yes, this printing code is pretty terrible.
|
||||
def summarize(self, hsize = 10, vsize = 10, cmcsize = 20):
|
||||
print '===================='
|
||||
print str(len(self.cards)) + ' valid cards, ' + str(len(self.invalid_cards)) + ' invalid cards.'
|
||||
print str(len(self.allcards)) + ' cards parsed, ' + str(len(self.unparsed_cards)) + ' failed to parse'
|
||||
print '--------------------'
|
||||
print str(len(self.by_name)) + ' unique card names'
|
||||
print '--------------------'
|
||||
print (str(len(self.by_color_inclusive)) + ' represented colors (including colorless as \'A\'), '
|
||||
+ str(len(self.by_color)) + ' combinations')
|
||||
print 'Breakdown by color:'
|
||||
rows = [self.by_color_inclusive.keys()]
|
||||
rows += [[len(self.by_color_inclusive[k]) for k in rows[0]]]
|
||||
printrows(padrows(rows))
|
||||
print 'Breakdown by number of colors:'
|
||||
rows = [self.by_color_count.keys()]
|
||||
rows += [[len(self.by_color_count[k]) for k in rows[0]]]
|
||||
printrows(padrows(rows))
|
||||
print '--------------------'
|
||||
print str(len(self.by_type_inclusive)) + ' unique card types, ' + str(len(self.by_type)) + ' combinations'
|
||||
print 'Breakdown by type:'
|
||||
d = sorted(self.by_type_inclusive,
|
||||
lambda x,y: cmp(len(self.by_type_inclusive[x]), len(self.by_type_inclusive[y])),
|
||||
reverse = True)
|
||||
rows = [[k for k in d[:hsize]]]
|
||||
rows += [[len(self.by_type_inclusive[k]) for k in rows[0]]]
|
||||
printrows(padrows(rows))
|
||||
print '--------------------'
|
||||
print (str(len(self.by_subtype_inclusive)) + ' unique subtypes, '
|
||||
+ str(len(self.by_subtype)) + ' combinations')
|
||||
print '-- Popular subtypes: --'
|
||||
d = sorted(self.by_subtype_inclusive,
|
||||
lambda x,y: cmp(len(self.by_subtype_inclusive[x]), len(self.by_subtype_inclusive[y])),
|
||||
reverse = True)
|
||||
rows = []
|
||||
for k in d[0:vsize]:
|
||||
rows += [[k, len(self.by_subtype_inclusive[k])]]
|
||||
printrows(padrows(rows))
|
||||
print '-- Top combinations: --'
|
||||
d = sorted(self.by_subtype,
|
||||
lambda x,y: cmp(len(self.by_subtype[x]), len(self.by_subtype[y])),
|
||||
reverse = True)
|
||||
rows = []
|
||||
for k in d[0:vsize]:
|
||||
rows += [[k, len(self.by_subtype[k])]]
|
||||
printrows(padrows(rows))
|
||||
print '--------------------'
|
||||
print (str(len(self.by_supertype_inclusive)) + ' unique supertypes, '
|
||||
+ str(len(self.by_supertype)) + ' combinations')
|
||||
print 'Breakdown by supertype:'
|
||||
d = sorted(self.by_supertype_inclusive,
|
||||
lambda x,y: cmp(len(self.by_supertype_inclusive[x]),len(self.by_supertype_inclusive[y])),
|
||||
reverse = True)
|
||||
rows = [[k for k in d[:hsize]]]
|
||||
rows += [[len(self.by_supertype_inclusive[k]) for k in rows[0]]]
|
||||
printrows(padrows(rows))
|
||||
print '--------------------'
|
||||
print str(len(self.by_cmc)) + ' different CMCs, ' + str(len(self.by_cost)) + ' unique mana costs'
|
||||
print 'Breakdown by CMC:'
|
||||
d = sorted(self.by_cmc, reverse = False)
|
||||
rows = [[k for k in d[:cmcsize]]]
|
||||
rows += [[len(self.by_cmc[k]) for k in rows[0]]]
|
||||
printrows(padrows(rows))
|
||||
print '-- Popular mana costs: --'
|
||||
d = sorted(self.by_cost,
|
||||
lambda x,y: cmp(len(self.by_cost[x]), len(self.by_cost[y])),
|
||||
reverse = True)
|
||||
rows = []
|
||||
for k in d[0:vsize]:
|
||||
rows += [[utils.from_mana(k), len(self.by_cost[k])]]
|
||||
printrows(padrows(rows))
|
||||
print '--------------------'
|
||||
print str(len(self.by_pt)) + ' unique p/t combinations'
|
||||
if len(self.by_power) > 0 and len(self.by_toughness) > 0:
|
||||
print ('Largest power: ' + str(max(map(len, self.by_power)) - 1) +
|
||||
', largest toughness: ' + str(max(map(len, self.by_toughness)) - 1))
|
||||
print '-- Popular p/t values: --'
|
||||
d = sorted(self.by_pt,
|
||||
lambda x,y: cmp(len(self.by_pt[x]), len(self.by_pt[y])),
|
||||
reverse = True)
|
||||
rows = []
|
||||
for k in d[0:vsize]:
|
||||
rows += [[utils.from_unary(k), len(self.by_pt[k])]]
|
||||
printrows(padrows(rows))
|
||||
print '--------------------'
|
||||
print 'Loyalty values:'
|
||||
d = sorted(self.by_loyalty,
|
||||
lambda x,y: cmp(len(self.by_loyalty[x]), len(self.by_loyalty[y])),
|
||||
reverse = True)
|
||||
rows = []
|
||||
for k in d[0:vsize]:
|
||||
rows += [[utils.from_unary(k), len(self.by_loyalty[k])]]
|
||||
printrows(padrows(rows))
|
||||
print '--------------------'
|
||||
if len(self.by_textlen) > 0 and len(self.by_textlines) > 0:
|
||||
print('Card text ranges from ' + str(min(self.by_textlen)) + ' to '
|
||||
+ str(max(self.by_textlen)) + ' characters in length')
|
||||
print('Card text ranges from ' + str(min(self.by_textlines)) + ' to '
|
||||
+ str(max(self.by_textlines)) + ' lines')
|
||||
print '-- Line counts by frequency: --'
|
||||
d = sorted(self.by_textlines,
|
||||
lambda x,y: cmp(len(self.by_textlines[x]), len(self.by_textlines[y])),
|
||||
reverse = True)
|
||||
rows = []
|
||||
for k in d[0:vsize]:
|
||||
rows += [[k, len(self.by_textlines[k])]]
|
||||
printrows(padrows(rows))
|
||||
print '===================='
|
||||
|
||||
|
||||
# describe outliers in the indices
|
||||
def outliers(self, hsize = 10, vsize = 10, dump_invalid = False):
|
||||
print '********************'
|
||||
print 'Overview of indices:'
|
||||
rows = [['Index Name', 'Keys', 'Total Members']]
|
||||
for index in self.indices:
|
||||
rows += [[index, len(self.indices[index]), index_size(self.indices[index])]]
|
||||
printrows(padrows(rows))
|
||||
print '********************'
|
||||
if len(self.by_name) > 0:
|
||||
scardname = sorted(self.by_name,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = False)[0]
|
||||
print 'Shortest Cardname: (' + str(len(scardname)) + ')'
|
||||
print ' ' + scardname
|
||||
lcardname = sorted(self.by_name,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = True)[0]
|
||||
print 'Longest Cardname: (' + str(len(lcardname)) + ')'
|
||||
print ' ' + lcardname
|
||||
d = sorted(self.by_name,
|
||||
lambda x,y: cmp(len(self.by_name[x]), len(self.by_name[y])),
|
||||
reverse = True)
|
||||
rows = []
|
||||
for k in d[0:vsize]:
|
||||
if len(self.by_name[k]) > 1:
|
||||
rows += [[k, len(self.by_name[k])]]
|
||||
if rows == []:
|
||||
print('No duplicated cardnames')
|
||||
else:
|
||||
print '-- Most duplicated names: --'
|
||||
printrows(padrows(rows))
|
||||
else:
|
||||
print 'No cards indexed by name?'
|
||||
print '--------------------'
|
||||
if len(self.by_type) > 0:
|
||||
ltypes = sorted(self.by_type,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = True)[0]
|
||||
print 'Longest card type: (' + str(len(ltypes)) + ')'
|
||||
print ' ' + ltypes
|
||||
else:
|
||||
print 'No cards indexed by type?'
|
||||
if len(self.by_subtype) > 0:
|
||||
lsubtypes = sorted(self.by_subtype,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = True)[0]
|
||||
print 'Longest subtype: (' + str(len(lsubtypes)) + ')'
|
||||
print ' ' + lsubtypes
|
||||
else:
|
||||
print 'No cards indexed by subtype?'
|
||||
if len(self.by_supertype) > 0:
|
||||
lsupertypes = sorted(self.by_supertype,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = True)[0]
|
||||
print 'Longest supertype: (' + str(len(lsupertypes)) + ')'
|
||||
print ' ' + lsupertypes
|
||||
else:
|
||||
print 'No cards indexed by supertype?'
|
||||
print '--------------------'
|
||||
if len(self.by_cost) > 0:
|
||||
lcost = sorted(self.by_cost,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = True)[0]
|
||||
print 'Longest mana cost: (' + str(len(lcost)) + ')'
|
||||
print ' ' + utils.from_mana(lcost)
|
||||
print '\n' + plimit(self.by_cost[lcost][0].encode()) + '\n'
|
||||
else:
|
||||
print 'No cards indexed by cost?'
|
||||
if len(self.by_cmc) > 0:
|
||||
lcmc = sorted(self.by_cmc, reverse = True)[0]
|
||||
print 'Largest cmc: (' + str(lcmc) + ')'
|
||||
print ' ' + str(self.by_cmc[lcmc][0].cost)
|
||||
print '\n' + plimit(self.by_cmc[lcmc][0].encode())
|
||||
else:
|
||||
print 'No cards indexed by cmc?'
|
||||
print '--------------------'
|
||||
if len(self.by_power) > 0:
|
||||
lpower = sorted(self.by_power,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = True)[0]
|
||||
print 'Largest creature power: ' + utils.from_unary(lpower)
|
||||
print '\n' + plimit(self.by_power[lpower][0].encode()) + '\n'
|
||||
else:
|
||||
print 'No cards indexed by power?'
|
||||
if len(self.by_toughness) > 0:
|
||||
ltoughness = sorted(self.by_toughness,
|
||||
lambda x,y: cmp(len(x), len(y)),
|
||||
reverse = True)[0]
|
||||
print 'Largest creature toughness: ' + utils.from_unary(ltoughness)
|
||||
print '\n' + plimit(self.by_toughness[ltoughness][0].encode())
|
||||
else:
|
||||
print 'No cards indexed by toughness?'
|
||||
print '--------------------'
|
||||
if len(self.by_textlines) > 0:
|
||||
llines = sorted(self.by_textlines, reverse = True)[0]
|
||||
print 'Most lines of text in a card: ' + str(llines)
|
||||
print '\n' + plimit(self.by_textlines[llines][0].encode()) + '\n'
|
||||
else:
|
||||
print 'No cards indexed by line count?'
|
||||
if len(self.by_textlen) > 0:
|
||||
ltext = sorted(self.by_textlen, reverse = True)[0]
|
||||
print 'Most chars in a card text: ' + str(ltext)
|
||||
print '\n' + plimit(self.by_textlen[ltext][0].encode())
|
||||
else:
|
||||
print 'No cards indexed by char count?'
|
||||
print '--------------------'
|
||||
print 'There were ' + str(len(self.invalid_cards)) + ' invalid cards.'
|
||||
if dump_invalid:
|
||||
for card in self.invalid_cards:
|
||||
print '\n' + repr(card.fields)
|
||||
elif len(self.invalid_cards) > 0:
|
||||
print 'Not summarizing.'
|
||||
print '--------------------'
|
||||
print 'There were ' + str(len(self.unparsed_cards)) + ' unparsed cards.'
|
||||
if dump_invalid:
|
||||
for card in self.unparsed_cards:
|
||||
print '\n' + repr(card.fields)
|
||||
elif len(self.unparsed_cards) > 0:
|
||||
print 'Not summarizing.'
|
||||
print '===================='
|
||||
|
|
@ -0,0 +1,33 @@
|
|||
import sys
|
||||
|
||||
import lib.utils as utils
|
||||
import lib.jdecode as jdecode
|
||||
from lib.datalib import Datamine
|
||||
|
||||
def main(fname, verbose = True):
|
||||
if fname[-5:] == '.json':
|
||||
if verbose:
|
||||
print 'This looks like a json file: ' + fname
|
||||
json_srcs = jdecode.mtg_open_json(fname, verbose)
|
||||
card_srcs = []
|
||||
for json_cardname in json_srcs:
|
||||
if len(json_srcs[json_cardname]) > 0:
|
||||
card_srcs += [json_srcs[json_cardname][0]]
|
||||
else:
|
||||
if verbose:
|
||||
print 'Opening encoded card file: ' + fname
|
||||
with open(fname, 'rt') as f:
|
||||
text = f.read()
|
||||
card_srcs = text.split(utils.cardsep)
|
||||
|
||||
mine = Datamine(card_srcs)
|
||||
mine.summarize()
|
||||
mine.outliers(dump_invalid = False)
|
||||
|
||||
if __name__ == '__main__':
|
||||
import sys
|
||||
if len(sys.argv) == 2:
|
||||
main(sys.argv[1])
|
||||
else:
|
||||
print 'Usage: ' + sys.argv[0] + ' ' + '<encoded file>'
|
||||
exit(1)
|
||||
Loading…
Reference in New Issue