298 lines
8.6 KiB
Python
298 lines
8.6 KiB
Python
import csv
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import json
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import datetime
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import functools
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# 1.NFT总量 （宝箱+赠送+open宝箱）
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# 2.NFT mint数量 （卖出的宝箱+赠送）
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# 3.NFT宝箱已开和未开数量（总数即可)
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# 4.NFT持有人数量排序 (已购的宝箱+赠送)
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mintTable = []
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nftTable = []
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nftTransferTable = []
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contracts = lambda : json.load(open('contract.json', 'r'))
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stat = {
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'nft_total': 0,
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'nft_mint': 0,
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'blindBox': {
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'user_hold': 0,
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'open': 0,
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'total': 0,
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'merchant_hold': 0
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},
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'nft_rank': [
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],
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'nft_hero_box_rank': [
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]
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}
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EMPTY_ADDRESS = '0x0000000000000000000000000000000000000000'.lower()
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MERCHANT_ADDRESS = '0x14ea40648fc8c1781d19363f5b9cc9a877ac2469'.lower()
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merchant_box = {}
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def exportMintTable():
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rows = []
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with open('mint.raw.csv', 'w', newline='') as f:
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writer = csv.writer(f)
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writer.writerows(rows)
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def exportNftTable():
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rows = []
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with open('nft.raw.csv', 'w', newline='') as f:
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writer = csv.writer(f)
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writer.writerows(rows)
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def exportNftTransferTable():
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rows = []
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with open('nft_transfer.raw.csv', 'w', newline='') as f:
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writer = csv.writer(f)
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writer.writerows(rows)
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def exportNftSumTable():
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rows = []
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for nft in nftTable:
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rows.push(
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(
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nft['token_id'],
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nft['token_type'],
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nft['creator_address'],
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nft['owner_address'],
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nft['tags'],
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datetime.datetime.fromtimestamp(nft['modifytime'])
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)
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)
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with open('nft.sum.csv', 'w', newline='') as f:
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writer = csv.writer(f)
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writer.writerows(rows)
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def statData():
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userNftNums = {}
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boxUser = {}
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for row in nftTransferTable:
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rawData = json.loads(row['raw_data'])
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if rawData['address'].lower() == '0x8444404bD78089A5a6d5Cc57f7Df8924f2DdACB4'.lower() and \
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rawData['event'] == 'Transfer':
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fromAddress = rawData['returnValues']['from'].lower()
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toAddress = rawData['returnValues']['to'].lower()
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tokenId = rawData['returnValues']['tokenId'].lower()
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if fromAddress == EMPTY_ADDRESS:
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stat['nft_total'] += 1
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stat['blindBox']['total'] += 1
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boxUser[tokenId] = toAddress
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if toAddress == EMPTY_ADDRESS:
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stat['blindBox']['open'] += 1
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del boxUser[tokenId]
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else:
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boxUser[tokenId] = toAddress
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if toAddress == MERCHANT_ADDRESS:
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merchant_box[rawData['returnValues']['tokenId']] = 1
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if fromAddress == MERCHANT_ADDRESS:
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del merchant_box[rawData['returnValues']['tokenId']]
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#end for
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assert(len(boxUser) == stat['blindBox']['total'] - stat['blindBox']['open'])
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stat['blindBox']['merchant_hold'] = len(merchant_box)
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stat['blindBox']['user_hold'] = stat['blindBox']['total'] - stat['blindBox']['open'] - stat['blindBox']['merchant_hold']
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for key, value in boxUser.copy().items():
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if value == MERCHANT_ADDRESS:
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del boxUser[key]
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assert(len(boxUser) == stat['blindBox']['user_hold'])
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userHoldNums = {}
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userHoldHeroBoxNums = {}
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for key, value in boxUser.items():
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userHoldNums[value] = 1
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for row in nftTable:
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ownerAddress = row['owner_address'].lower()
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if ownerAddress != EMPTY_ADDRESS and ownerAddress != '':
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if row['token_type'] != '4':
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stat['nft_total'] += 1
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stat['nft_mint'] += 1
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if ownerAddress not in userHoldNums:
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userHoldNums[ownerAddress] = 1
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else:
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userHoldNums[ownerAddress] += 1
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if row['token_type'] == '1':
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if ownerAddress not in userHoldHeroBoxNums:
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userHoldHeroBoxNums[ownerAddress] = {
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'hero': 1,
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'box': 0,
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'nftNum': 1
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}
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else:
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userHoldHeroBoxNums[ownerAddress]['hero'] += 1
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userHoldHeroBoxNums[ownerAddress]['nftNum'] += 1
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if row['token_type'] == '4':
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if ownerAddress not in userHoldHeroBoxNums:
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userHoldHeroBoxNums[ownerAddress] = {
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'hero': 0,
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'box': 1,
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'nftNum': 1
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}
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else:
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userHoldHeroBoxNums[ownerAddress]['box'] += 1
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userHoldHeroBoxNums[ownerAddress]['nftNum'] += 1
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#end for
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userHoldList = []
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for key, value in userHoldNums.items():
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if value > 1:
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userHoldList.append(
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{
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'address': key,
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'nftNum': value
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}
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)
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#end for
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def cmpFunc(a, b):
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if a['nftNum'] > b['nftNum']:
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return -1
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elif a['nftNum'] < b['nftNum']:
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return 1
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else:
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return 0
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stat['nft_rank'] = sorted(userHoldList, key=functools.cmp_to_key(cmpFunc))
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for i in range(len(stat['nft_rank'])):
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stat['nft_rank'][i]['rank'] = i + 1
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stat['nft_mint'] += stat['blindBox']['merchant_hold']
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rankList = [
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(
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'address',
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'nftNum',
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'rank'
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)
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]
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for item in stat['nft_rank']:
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rankList.append(
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(
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item['address'],
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item['nftNum'],
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item['rank']
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)
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)
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with open('nft_rank.csv', 'w', newline='') as f:
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writer = csv.writer(f)
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writer.writerows(rankList)
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#
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userHoldHeroBoxList = []
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for key, value in userHoldHeroBoxNums.items():
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if value['nftNum'] > 1:
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userHoldHeroBoxList.append(
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{
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'address': key,
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'hero': value['hero'],
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'box': value['box'],
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'nftNum': value['nftNum']
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}
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)
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#end for
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def cmpFunc(a, b):
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if a['nftNum'] > b['nftNum']:
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return -1
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elif a['nftNum'] < b['nftNum']:
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return 1
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else:
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return 0
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stat['nft_hero_box_rank'] = sorted(userHoldHeroBoxList, key=functools.cmp_to_key(cmpFunc))
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for i in range(len(stat['nft_hero_box_rank'])):
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stat['nft_hero_box_rank'][i]['rank'] = i + 1
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rankList = [
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(
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'address',
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'hero',
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'box',
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'nftNum',
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'rank'
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)
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]
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for item in stat['nft_hero_box_rank']:
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rankList.append(
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(
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item['address'],
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item['hero'],
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item['box'],
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item['nftNum'],
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item['rank']
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)
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)
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with open('nft_hero_box_rank.csv', 'w', newline='') as f:
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writer = csv.writer(f)
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writer.writerows(rankList)
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print(json.dumps(stat, indent=4))
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def loadData():
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def rowToObj(row, fields):
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#print(row)
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#print(len(row), len(fields))
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assert(len(row) == len(fields))
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obj = {}
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for idx in range(len(fields)):
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obj[fields[idx]] = row[idx]
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return obj
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def loadCsv(data, fileName, fields):
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print(fileName)
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with open(fileName, "r", encoding="utf-8") as f:
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reader = csv.reader(f, delimiter='#')
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for row in reader:
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data.append(rowToObj(row, fields))
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loadCsv(mintTable, 't_mint.txt', [
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'idx',
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'unikey',
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'account',
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'game_id',
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'ignore',
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'bc_minted',
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'bc_mint_txhash',
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'bc_mint_itemid',
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'bc_mint_tokenid',
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'bc_mint_token_type',
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'bc_mint_tags',
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'bc_mint_count',
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'bc_mint_time',
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'bc_mint_prepare_block_number',
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'bc_mint_success_block_number',
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'bc_mint_confirm_time',
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'suspend',
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'suspend_reason',
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'done',
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'createtime',
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'modifytime'
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])
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loadCsv(nftTable, 't_nft.txt', [
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'idx',
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'owner_address',
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'creator_address',
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'token_id',
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'token_type',
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'token_state',
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'game_id',
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'item_id',
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'deleted',
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'opened',
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'confirm_count',
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'confirm_block_number',
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'rand_attr',
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'tags',
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'createtime',
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'modifytime'
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])
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loadCsv(nftTransferTable, 't_nft_transfer.txt', [
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'idx',
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'token_id',
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'txhash',
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'block_number',
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'log_index',
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'_from',
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'_to',
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'raw_data',
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'owner_confirmed',
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'createtime',
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'modifytime'
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])
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loadData()
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statData()
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