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| import sys
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| _csv_string = '''"proxy `stoploss distance, lotsize, and margins with leverages` covering a betsize of 1 cash, commissions, swaps, spread, and more",,,,,,,,,,,,,,,,,,,,,,,,,,,,
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| ASSET,category,true_decimal_digits,proxy_stoploss_distance_covering_1_cash,proxy_lotsize_covering_1_cash,true_contract_size,true_contract_type,proxy_margin_with_leverage_50_covering_1_cash,proxy_margin_with_leverage_100_covering_1_cash,proxy_margin_with_leverage_200_covering_1_cash,proxy_margin_with_leverage_1000_covering_1_cash,,true_tick_size,proxy_bid_price,proxy_ask_price,proxy_spread_in_ticks,proxy_spread_in_pips,,proxy_long_swap_in_pips_for_standard_accounts,proxy_short_swap_in_pips_for_standard_accounts,proxy_commission_per_lot_per_side_for_pro_accounts,proxy_long_swap_in_pips_for_pro_accounts,proxy_short_swap_in_pips_for_pro_accounts,proxy_commission_per_lot_per_side_for_zero_accounts,proxy_long_swap_in_pips_for_zero_accounts,proxy_short_swap_in_pips_for_zero_accounts,proxy_commission_per_lot_per_side_for_rawspread_accounts,proxy_long_swap_in_pips_for_rawspread_accounts,proxy_short_swap_in_pips_for_rawspread_accounts
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| AUDCADc,minors,5,0.00071,0.02,1000,AUD,39.38,19.69,9.85,1.97,,0.00001,0.98406,0.98434,0.00028,28,,0,−0.86,0,0,−0.86,$4.13,0,−0.86,$3.50,0,−0.86
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| AUDCHFc,minors,5,0.00027,0.03,1000,AUD,33.64,16.82,8.41,1.68,,0.00001,0.57127,0.57136,0.00009,9,,0,−0.83,0,0,−0.83,$3.63,0,−0.83,$3.50,0,−0.83
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| AUDJPYc,minors,3,0.162,0.01,1000,AUD,2247.74,1123.87,561.94,112.39,,0.001,114.391,114.438,0.047,47,,0,−0.23,0,−0.01,−0.23,$3.75,−0.01,−0.23,$3.50,−0.01,−0.23
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| AUDNZDc,minors,5,0.00087,0.02,1000,AUD,48.18,24.09,12.05,2.41,,0.00001,1.20605,1.20635,0.00030,30,,0,−0.93,0,0,−0.93,$3.63,0,−0.93,$3.50,0,−0.93
|
| AUDUSDc,majors,5,0.0005,0.02,1000,AUD,27.78,13.89,6.95,1.39,,0.00001,0.69822,0.69831,0.00009,9,,0,−0.19,0,0,−0.19,$3,0,−0.19,$2.50,0,−0.19
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| CADJPYc,minors,3,0.162,0.01,1000,CAD,2285.34,1142.67,571.34,114.27,,0.001,116.251,116.262,0.011,11,,0,−0.56,0,0,−0.56,$3.50,0,−0.56,$3.50,0,−0.56
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| CHFJPYc,minors,3,0.054,0.03,1000,CHF,12032.70,6016.35,3008.18,601.64,,0.001,200.237,200.307,0.070,70,,−0.76,0,0,−0.76,0,$4.13,−0.76,0,$3.50,−0.76,0
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| EURAUDc,minors,5,0.00072,0.02,1000,EUR,65.83,32.92,16.46,3.29,,0.00001,1.62838,1.62855,0.00017,17,,−1.24,0,0,−1.24,0,$3.75,1.24,0,$3.50,−1.24,0
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| EURCADc,minors,5,0.00071,0.02,1000,EUR,64.75,32.38,16.19,3.24,,0.00001,1.60260,1.60282,0.00022,22,,−0.14,−0.21,0,−0.14,−0.21,$3.50,−0.14,−0.21,$3.50,−0.14,−0.21
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| EURCHFc,minors,5,0.0004,0.02,1000,EUR,36.89,18.45,9.22,1.84,,0.00001,0.93027,0.93043,0.00016,16,,0,−0.75,0,0,−0.75,$6.50,0,−0.75,$3.50,0,−0.75
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| EURGBPc,minors,5,0.00037,0.02,1000,EUR,34.06,17.03,8.51,1.70,,0.00001,0.85331,0.85367,0.00036,36,,−0.45,0,0,−0.45,0,$5.50,−0.45,0,$3.50,−0.45,0
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| EURJPYc,minors,3,0.162,0.01,1000,EUR,3700.12,1850.06,925.03,185.01,,0.001,186.304,186.350,0.046,46,,0,−0.95,0,0,−0.95,$3.50,0,−0.95,$3.50,0,−0.95
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| EURNZDc,minors,5,0.00148,0.01,1000,EUR,39.62,19.81,9.91,1.98,,0.00001,1.96415,1.96437,0.00022,22,,0.46,−0.09,0,−0.46,−0.09,$4,−0.46,−0.09,$3.50,−0.46,−0.09
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| EURUSDc,minors,5,0.0005,0.02,1000,EUR,45.73,22.86,11.43,2.29,,0.00001,1.13710,1.13718,0.00008,8,,−0.6,0,0,−0.6,0,$2.50,−0.6,0,$2.50,−0.6,0
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| GBPAUDc,minors,5,0.00072,0.02,1000,GBP,77.26,38.63,19.32,3.86,,0.00001,1.90782,1.90816,0.00034,34,,−0.55,0,0,−0.55,0,$4.63,−0.55,0,$3.50,−0.55,0
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| GBPCADc,minors,5,0.00142,0.01,1000,GBP,37.99,19.00,9.50,1.90,,0.00001,1.87760,1.87803,0.00043,43,,0,−1.04,0,0,−1.04,$4.13,0,−1.04,$3.50,0,−1.04
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| GBPCHFc,minors,5,0.00027,0.03,1000,GBP,65.02,32.51,16.26,3.25,,0.00001,1.08989,1.09025,0.00036,36,,0,−1.37,0,0,−1.37,$6,0,−1.37,$3.50,0,−1.37
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| GBPJPYc,minors,3,0.081,0.02,1000,GBP,8686.24,4343.12,2171.56,434.31,,0.001,218.269,218.351,0.082,82,,0,−2.05,0,0,−2.05,$4.38,0,−2.05,$3.50,0,−2.05
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| GBPNZDc,minors,5,0.00058,0.03,1000,GBP,139.53,69.76,34.88,6.98,,0.00001,2.30129,2.30167,0.00038,38,,−0.19,−1.25,0,0,−1.11,$4.38,0,−1.11,$3.50,0,−1.11
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| GBPUSDc,majors,5,0.00021,0.04,1000,GBP,107.03,53.52,26.76,5.35,,0.00001,1.33238,1.33248,0.00010,10,,−0.13,−0.13,0,−0.13,−0.13,$3.13,−0.13,−0.13,$2.50,−0.13,−0.13
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| NZDJPYc,minors,3,0.041,0.04,1000,NZD,7473.12,3736.56,1868.28,373.66,,0.001,94.835,94.878,0.043,43,,0,−0.71,0,0,−0.71,$3.50,0,−0.71,$3.50,,−0.71
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| NZDUSDc,minors,5,0.00033,0.03,1000,NZD,34.54,17.27,8.63,1.73,,0.00001,0.57896,0.5791,0.00014,14,,−0.3,0,0,−0.3,0,$4.50,−0.3,0,$3.50,−0.3,0
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| USDCADc,minors,5,0.00035,0.04,1000,USD,113.30,56.65,28.32,5.66,,0.00001,1.40929,1.40952,0.00023,23,,0,−0.8,0,0,−0.8,$3.50,0,−0.8,$3.50,0,−0.8
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| USDCHFc,majors,5,0.00027,0.03,1000,USD,48.61,24.31,12.15,2.43,,0.00001,0.81807,0.8182,0.00013,13,,0,−0.95,0,0,−0.95,$5.25,0,−0.95,$3.50,0,−0.95
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| USDJPYc,majors,3,0.054,0.03,1000,USD,9741.18,4870.59,2435.30,487.06,,0.001,163.842,163.86,0.018,18,,0,−1.46,0,0,−1.46,$2.50,0,−1.46,$2.50,0,−1.46
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| XAGUSDc,metals,3,0.02,0.01,50,XAG,57.90,28.95,14.48,2.90,,0.001,58.210,58.24,0.030,30,,-7.6,0,null,null,null,null,null,null,null,null,null
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| XAUUSDc,metals,3,0.999,0.01,1,XAU,81.01,40.50,20.25,4.05,,0.001,4052.772,4053.012,0.240,240,,-48.28,0,null,null,null,null,null,null,null,null,null'''
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| lines = _csv_string.strip().splitlines()
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| header = lines[1].split(',')
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| data_rows = [dict(zip(header, line.split(','))) for line in lines[2:]]
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| data = {row['ASSET']: row for row in data_rows}
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| columns = header
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| class Proxy:
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| def __getattr__(self, name):
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| if name not in columns:
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| raise AttributeError(
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| f"'{name}' is not a valid column. Available: {', '.join(columns[:5])}..."
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| )
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| def lookup(asset):
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| if asset not in data:
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| raise KeyError(
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| f"Asset '{asset}' not found. Available: {', '.join(list(data.keys())[:5])}..."
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| )
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| return data[asset][name]
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| return lookup
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| sys.modules[__name__] = Proxy()
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| """
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| # Function call exampple format: `pxy.column('ASSET')`
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| import pxy
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| # Examples
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| stoploss_distance = pxy.proxy_stoploss_distance_covering_1_cash('NZDJPYc')
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| print(stoploss_distance) # 0.041
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| dec_of_AUDJPYc = pxy.true_decimal_digits('AUDJPYc')
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| print(dec_of_AUDJPYc) # 3
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| margin_100 = pxy.proxy_margin_with_leverage_1000_covering_1_cash('EURUSDc')
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| print(margin_100) # 22.86
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| """
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| """
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| AUDCADc
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| AUDCHFc
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| AUDJPYc
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| AUDNZDc
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| AUDUSDc
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| CADJPYc
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| CHFJPYc
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| EURAUDc
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| EURCADc
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| EURCHFc
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| EURGBPc
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| EURJPYc
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| EURNZDc
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| EURUSDc
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| GBPAUDc
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| GBPCADc
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| GBPCHFc
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| GBPJPYc
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| GBPNZDc
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| GBPUSDc
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| NZDJPYc
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| NZDUSDc
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| USDCADc
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| USDCHFc
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| USDJPYc
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| XAGUSDc
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| XAUUSDc
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| """
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| """
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| category
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| true_decimal_digits
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| proxy_stoploss_distance_covering_1_cash
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| proxy_lotsize_covering_1_cash
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| true_contract_size
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| true_contract_type
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| proxy_margin_with_leverage_50_covering_1_cash
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| proxy_margin_with_leverage_100_covering_1_cash
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| proxy_margin_with_leverage_200_covering_1_cash
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| proxy_margin_with_leverage_1000_covering_1_cash
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| true_tick_size
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| proxy_bid_price
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| proxy_ask_price
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| proxy_spread_in_ticks
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| proxy_spread_in_pips
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| proxy_long_swap_in_pips_for_standard_accounts
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| proxy_short_swap_in_pips_for_standard_accounts
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| proxy_commission_per_lot_per_side_for_pro_accounts
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| proxy_long_swap_in_pips_for_pro_accounts
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| proxy_short_swap_in_pips_for_pro_accounts
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| proxy_commission_per_lot_per_side_for_zero_accounts
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| proxy_long_swap_in_pips_for_zero_accounts
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| proxy_short_swap_in_pips_for_zero_accounts
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| proxy_commission_per_lot_per_side_for_rawspread_accounts
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| proxy_long_swap_in_pips_for_rawspread_accounts
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| proxy_short_swap_in_pips_for_rawspread_accounts
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| """
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