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Merge pull request #188 from mablue/DEVIL

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fixing #185
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Matthias
2021-05-30 16:29:25 +01:00
committed by GitHub
parent a39f839472 4392635ad6
commit 8e038352f5
1 changed files with 107 additions and 61 deletions
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user_data/strategies/DevilStra.py
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@@ -1,14 +1,24 @@
# DevilStra Strategy
# 𝔇𝔢𝔳𝔦𝔩 𝔦𝔰 𝔞𝔩𝔴𝔞𝔶𝔰 𝔰𝔱𝔯𝔬𝔫𝔤𝔢𝔯 𝔱𝔥𝔞𝔫 𝔊𝔬𝔡.
# 𝔅𝔲𝔱 𝔱𝔥𝔢 𝔬𝔫𝔩𝔶 𝔬𝔫𝔢 𝔴𝔥𝔬 𝔥𝔞𝔰 𝔱𝔥𝔢 𝔞𝔟𝔦𝔩𝔦𝔱𝔶
# 𝔱𝔬 𝔠𝔯𝔢𝔞𝔱𝔢 𝔫𝔢𝔴 𝔠𝔯𝔢𝔞𝔱𝔲𝔯𝔢𝔰 𝔦𝔰 𝔊𝔬𝔡.
# 𝔄𝔫𝔡 𝔱𝔥𝔢 𝔡𝔢𝔳𝔦𝔩 𝔪𝔞𝔨𝔢𝔰 𝔭𝔬𝔴𝔢𝔯𝔣𝔲𝔩 𝔰𝔭𝔢𝔩𝔩𝔰
# 𝔣𝔯𝔬𝔪 𝔱𝔥𝔦𝔰 𝔰𝔪𝔞𝔩𝔩 𝔠𝔯𝔢𝔞𝔱𝔲𝔯𝔢𝔰 (𝔩𝔦𝔨𝔢 𝔣𝔯𝔬𝔤𝔰, 𝔢𝔱𝔠.)
# 𝔱𝔬 𝔪𝔞𝔨𝔢 𝔥𝔦𝔰 𝔰𝔭𝔢𝔩𝔩𝔰 𝔴𝔦𝔱𝔥 𝔉𝔯𝔞𝔤𝔪𝔢𝔫𝔱𝔞𝔱𝔦𝔬𝔫 𝔞𝔫𝔡 𝔪𝔦𝔵𝔦𝔫𝔤 𝔱𝔥𝔢𝔪.
# 𝔇𝔢𝔳𝔦𝔩 𝔦𝔰 𝔞𝔩𝔴𝔞𝔶𝔰 𝔰𝔱𝔯𝔬𝔫𝔤𝔢𝔯 𝔱𝔥𝔞𝔫 𝔊𝔬𝔡.
# 𝔅𝔲𝔱 𝔱𝔥𝔢 𝔬𝔫𝔩𝔶 𝔬𝔫𝔢 𝔴𝔥𝔬 𝔥𝔞𝔰 𝔱𝔥𝔢 𝔞𝔟𝔦𝔩𝔦𝔱𝔶
# 𝔗𝔬 𝔠𝔯𝔢𝔞𝔱𝔢 𝔫𝔢𝔴 𝔠𝔯𝔢𝔞𝔱𝔲𝔯𝔢𝔰 𝔦𝔰 𝔊𝔬𝔡.
# 𝔄𝔫𝔡 𝔱𝔥𝔢 𝔇𝔢𝔳𝔦𝔩 𝔪𝔞𝔨𝔢𝔰 𝔭𝔬𝔴𝔢𝔯𝔣𝔲𝔩 𝔰𝔭𝔢𝔩𝔩𝔰
# 𝔉𝔯𝔬𝔪 𝔱𝔥𝔦𝔰 𝔰𝔪𝔞𝔩𝔩 𝔠𝔯𝔢𝔞𝔱𝔲𝔯𝔢𝔰 (𝔩𝔦𝔨𝔢 𝔣𝔯𝔬𝔤𝔰, 𝔢𝔱𝔠.)
# 𝔚𝔦𝔱𝔥 𝔣𝔯𝔞𝔤𝔪𝔢𝔫𝔱𝔞𝔱𝔦𝔬𝔫 𝔞𝔫𝔡 𝔪𝔦𝔵𝔦𝔫𝔤 𝔱𝔥𝔢𝔪.
# Author: @Mablue (Masoud Azizi)
# github: https://github.com/mablue/
# freqtrade hyperopt --hyperopt-loss SharpeHyperOptLoss --spaces buy sell --strategy GodStraNew
# * IMPORTANT: You Need An "STATIC" Pairlist On Your Config.json !
# * IMPORTANT: First set PAIR_LIST_LENGHT={pair_whitelist size}
# * And re-hyperopt the Sell strategy And paste result in exact
# * place(lines 535~564)
# freqtrade hyperopt --hyperopt-loss SharpeHyperOptLoss --spaces buy sell -s 𝕯𝖊𝖛𝖎𝖑𝕾𝖙𝖗𝖆
# --- Do not remove these libs ---
import numpy as np
from functools import reduce
import freqtrade.vendor.qtpylib.indicators as qtpylib
import talib.abstract as ta
import random
from freqtrade.strategy.hyper import CategoricalParameter, DecimalParameter, IntParameter
@@ -16,37 +26,29 @@ from numpy.lib import math
from freqtrade.strategy.interface import IStrategy
from pandas import DataFrame
# --------------------------------
# Add your lib to import here
# TODO: talib is fast but have not more indicators
import talib.abstract as ta
import freqtrade.vendor.qtpylib.indicators as qtpylib
from functools import reduce
import numpy as np
# TODO: this gene is removed 'MAVP' cuz or error on periods
########################### SETTINGS ##############################
# you can find exact value of is inside GodStra
# ########################## SETTINGS ##############################
# pairlist lenght(use exact count of pairs you used in whitelist size+1):
PAIR_LIST_LENGHT = 269
# you can find exact value of this inside GodStraNew
TREND_CHECK_CANDLES = 4
# Set the pain range of devil(2~infinite)
PAIN_RANGE = 30000
# Add GodStra Generated Results As spells inside SPELLS.
# Set the pain range of devil(2~9999)
PAIN_RANGE = 1000
# Add "GodStraNew" Generated Results As spells inside SPELLS.
# Set them unic phonemes like 'Zi' 'Gu' or 'Lu'!
# * Use below replacement on GodStra results to
# * Use below replacement on GodStraNew results to
# * Change God Generated Creatures to Spells:
# +--------------------------+----------------------+
# | GodStra Hyperopt Results | DevilStra Spells |
# +--------------------------+----------------------+
# | | "phonem" : { |
# | buy_params = { | "buy_params" : { |
# | ... | ... |
# | } | }, |
# | sell_params = { | "sell_params" : { |
# | ... | ... |
# | } | } |
# | | }, |
# +--------------------------+----------------------+
# +-----------------------------+----------------------+
# | GodStraNew Hyperopt Results | DevilStra Spells |
# +-----------------------------+----------------------+
# | | "phonem" : { |
# | buy_params = { | "buy_params" : { |
# | ... | ... |
# | } | }, |
# | sell_params = { | "sell_params" : { |
# | ... | ... |
# | } | } |
# | | }, |
# +-----------------------------+----------------------+
SPELLS = {
"Zi": {
"buy_params": {
@@ -138,7 +140,7 @@ SPELLS = {
"sell_real_num2": 0.8467,
}
},
"A": {
"La": {
"buy_params": {
"buy_crossed_indicator0": "WMA-14",
"buy_crossed_indicator1": "MAMA-1-14",
@@ -319,7 +321,7 @@ SPELLS = {
}
}
}
######################### END SETTINGS ############################
# ######################## END SETTINGS ############################
def spell_finder(index, space):
@@ -406,11 +408,13 @@ def condition_generator(dataframe, operator, indicator, crossed_indicator, real_
# TODO : it ill callculated in populate indicators.
dataframe[indicator] = gene_calculator(dataframe, indicator)
dataframe[crossed_indicator] = gene_calculator(dataframe, crossed_indicator)
dataframe[crossed_indicator] = gene_calculator(
dataframe, crossed_indicator)
indicator_trend_sma = f"{indicator}-SMA-{TREND_CHECK_CANDLES}"
if operator in ["UT", "DT", "OT", "CUT", "CDT", "COT"]:
dataframe[indicator_trend_sma] = gene_calculator(dataframe, indicator_trend_sma)
dataframe[indicator_trend_sma] = gene_calculator(
dataframe, indicator_trend_sma)
if operator == ">":
condition = (
@@ -427,11 +431,13 @@ def condition_generator(dataframe, operator, indicator, crossed_indicator, real_
elif operator == "C":
condition = (
(qtpylib.crossed_below(dataframe[indicator], dataframe[crossed_indicator])) |
(qtpylib.crossed_above(dataframe[indicator], dataframe[crossed_indicator]))
(qtpylib.crossed_above(
dataframe[indicator], dataframe[crossed_indicator]))
)
elif operator == "CA":
condition = (
qtpylib.crossed_above(dataframe[indicator], dataframe[crossed_indicator])
qtpylib.crossed_above(
dataframe[indicator], dataframe[crossed_indicator])
)
elif operator == "CB":
condition = (
@@ -456,7 +462,8 @@ def condition_generator(dataframe, operator, indicator, crossed_indicator, real_
)
elif operator == "/=R":
condition = (
np.isclose(dataframe[indicator].div(dataframe[crossed_indicator]), real_num)
np.isclose(dataframe[indicator].div(
dataframe[crossed_indicator]), real_num)
)
elif operator == "/<R":
condition = (
@@ -527,45 +534,72 @@ def condition_generator(dataframe, operator, indicator, crossed_indicator, real_
class DevilStra(IStrategy):
# #################### RESULTS PASTE PLACE ####################
# * 11/1000: 123 trades. 80/0/43 Wins/Draws/Losses. Avg profit 18.06%. Median profit 7.08%. Total profit 0.02199610 BTC ( 22.00Σ%). Avg duration 22 days, 18:28:00 min. Objective: -36.39438
# #################### RESULT PASTE PLACE ####################
# 16/16: 108 trades. 75/18/15 Wins/Draws/Losses. Avg profit 7.77%. Median profit 8.89%. Total profit 0.08404983 BTC ( 84.05Σ%). Avg duration 3 days, 6:49:00 min. Objective: -11.22849
# Buy hyperspace params:
buy_params = {
"buy_spell": ('Lu', 'Lu', 'Si', 'Pa', 'Zi', 'Si', 'Gu', 'Zi', 'Si', 'Gu', 'Ra', 'Lu', 'Gu', 'A', 'Pa', 'A', 'Zi', 'De', 'Cu', 'Gu', 'Cu', 'Ra', 'Cu', 'Pa', 'Lu', 'Gu', 'Cu', 'Zi', 'Si', 'Zi', 'Cu', 'A', 'Ra', 'De', 'Si', 'Zi', 'A', 'Ra', 'Gu', 'De', 'De', 'Lu', 'Si', 'Gu', 'Gu', 'Pa', 'De', 'Lu', 'Si', 'Zi', 'Pa', 'Si', 'Gu', 'Zi', 'De', 'Cu', 'Gu', 'Si', 'Pa', 'Pa', 'Si', 'A', 'Zi', 'De', 'Ra', 'Si', 'Gu', 'Si', 'De', 'Gu', 'Pa', 'De', 'A', 'Si', 'De', 'Pa', 'Ra', 'Zi', 'De', 'Pa', 'Zi', 'Ra', 'A', 'Cu', 'Pa', 'Pa', 'Lu', 'Pa', 'De', 'Gu', 'Gu', 'Ra', 'Lu', 'De', 'Cu', 'Ra', 'Zi', 'Si', 'Ra', 'Lu', 'De', 'A', 'Zi', 'Cu', 'Gu', 'Pa', 'De', 'Ra', 'Pa', 'Pa', 'A', 'Si', 'Ra', 'Cu', 'De', 'Gu', 'Si', 'Gu', 'Zi', 'Cu', 'A', 'Lu', 'Lu', 'A', 'Si', 'Pa', 'Zi', 'Zi', 'Cu', 'Ra', 'Lu', 'Ra', 'De', 'De', 'A', 'Si', 'Pa', 'De', 'Lu', 'Pa', 'De', 'Ra', 'Ra', 'Pa', 'Pa', 'Gu', 'Gu', 'Ra', 'Gu', 'Ra', 'Pa', 'Lu', 'A', 'Zi', 'Gu', 'Lu', 'Lu', 'Zi', 'Gu', 'A', 'Ra', 'Gu', 'Zi', 'Si', 'A', 'Cu', 'Pa', 'De', 'Lu', 'Cu', 'A', 'Zi', 'A', 'Lu', 'Lu', 'Gu', 'Pa', 'Gu', 'A', 'Gu', 'Gu', 'Cu', 'Si', 'Lu', 'Zi', 'De', 'Gu', 'Zi', 'Si', 'Ra', 'De', 'Pa', 'Gu', 'Gu', 'Zi', 'Lu', 'Zi', 'Lu', 'Si', 'Zi', 'Gu', 'Si', 'Ra', 'Lu', 'Pa', 'A', 'A', 'Lu', 'Pa', 'De', 'De', 'Cu', 'Ra', 'Lu', 'De', 'Si', 'Cu', 'Si', 'Si', 'Zi', 'De', 'Si', 'Si', 'Cu', 'Gu', 'Si', 'Ra', 'Si', 'Cu', 'A', 'Zi', 'De', 'Gu', 'Pa', 'Lu', 'Cu', 'Cu', 'Pa', 'Cu', 'A', 'Si', 'Zi', 'Cu', 'Zi', 'Ra', 'Si', 'Lu', 'Lu', 'De', 'Cu', 'Cu', 'Lu', 'Pa', 'Ra', 'Cu', 'Lu', 'Ra', 'Zi', 'Gu', 'Ra', 'Cu', 'A', 'De', 'Cu', 'Ra', 'Ra', 'De', 'Zi', 'De', 'De', 'A', 'Pa', 'A', 'Gu', 'Lu', 'De', 'De', 'A', 'Pa', 'Gu', 'Gu', 'De', 'Gu', 'Cu', 'Zi', 'Si', 'Gu', 'Ra', 'Pa', 'Gu', 'Lu', 'A', 'Lu', 'A', 'Si', 'Si', 'Pa', 'Ra', 'Cu', 'Lu'),
"buy_spell": "Zi,Lu,Ra,Ra,La,Si,Pa,Si,Cu,La,De,Lu,De,La,Zi,Zi,Zi,Zi,Zi,Lu,Lu,Lu,Si,La,Ra,Pa,La,Zi,Zi,Gu,Ra,De,Gu,Zi,Ra,Ra,Ra,Cu,Pa,De,De,La,Lu,Lu,Lu,La,Zi,Cu,Ra,Gu,Pa,La,Zi,Zi,Si,Lu,Ra,Cu,Cu,Pa,Si,Gu,De,De,Lu,Gu,Zi,Pa,Lu,Pa,Ra,Gu,Cu,La,Pa,Lu,Zi,La,Zi,Gu,Zi,De,Cu,Ra,Lu,Ra,Gu,Si,Ra,La,La,Lu,Gu,Zi,Si,La,Pa,Pa,Cu,Cu,Zi,Gu,Pa,Zi,Pa,Cu,Lu,Pa,Si,De,Gu,Lu,Lu,Cu,Ra,Si,Pa,Gu,Si,Cu,Pa,Zi,Pa,Zi,Gu,Lu,Ra,Pa,Ra,De,Ra,Pa,Zi,La,Pa,De,Pa,Cu,Gu,De,Lu,La,Ra,Zi,Si,Zi,Zi,Cu,Cu,De,Pa,Pa,Zi,De,Ra,La,Lu,De,Lu,Gu,Cu,Cu,La,De,Gu,Lu,Ra,Pa,Lu,Cu,Pa,Pa,De,Si,Zi,Cu,De,De,De,Lu,Si,Zi,Gu,Si,Si,Ra,Pa,Si,La,La,Lu,Lu,De,Gu,Gu,Zi,Ra,La,Lu,Lu,La,Si,Zi,Si,Zi,Si,Lu,Cu,Zi,Lu,De,La,Ra,Ra,Lu,De,Pa,Zi,Gu,Cu,Zi,Pa,De,Si,Lu,De,Cu,De,Zi,Ra,Gu,De,Si,Lu,Lu,Ra,De,Gu,Cu,Gu,La,De,Lu,Lu,Si,Cu,Lu,Zi,Lu,Cu,Gu,Lu,Lu,Ra,Si,Ra,Pa,Lu,De,Ra,Zi,Gu,Gu,Zi,Lu,Cu,Cu,Cu,Lu",
}
# Sell hyperspace params:
sell_params = {
"sell_spell": ('A', 'Lu', 'Lu', 'Cu', 'De', 'Zi', 'Si', 'Lu', 'Cu', 'A', 'A', 'Pa', 'Si', 'Pa', 'Si', 'Zi', 'Si', 'Zi', 'Pa', 'Cu', 'Zi', 'A', 'De', 'Si', 'A', 'Gu', 'Gu', 'Pa', 'Lu', 'Ra', 'De', 'Gu', 'Pa', 'Gu', 'Ra', 'Gu', 'Gu', 'Zi', 'Lu', 'Gu', 'Ra', 'Si', 'Lu', 'Ra', 'Zi', 'De', 'Gu', 'Ra', 'Si', 'Ra', 'De', 'Si', 'Ra', 'Cu', 'Lu', 'Lu', 'Ra', 'Cu', 'A', 'De', 'Pa', 'Cu', 'Pa', 'Pa', 'A', 'Zi', 'Lu', 'Zi', 'Lu', 'Si', 'A', 'Lu', 'Zi', 'Pa', 'Gu', 'Ra', 'Zi', 'De', 'Cu', 'A', 'Si', 'Gu', 'De', 'Cu', 'De', 'Ra', 'Cu', 'Si', 'Gu', 'De', 'Cu', 'Pa', 'Si', 'Zi', 'Cu', 'Lu', 'Lu', 'Si', 'Cu', 'Zi', 'A', 'Pa', 'De', 'Zi', 'Si', 'Si', 'Cu', 'Pa', 'Zi', 'Si', 'Si', 'Lu', 'Pa', 'Lu', 'De', 'Si', 'Cu', 'Cu', 'Zi', 'Gu', 'Si', 'Ra', 'Pa', 'Gu', 'Gu', 'Lu', 'Pa', 'Cu', 'Zi', 'Pa', 'Si', 'Ra', 'A', 'Gu', 'Pa', 'A', 'A', 'A', 'A', 'Si', 'Cu', 'Gu', 'De', 'Pa', 'De', 'Cu', 'Zi', 'Pa', 'A', 'Cu', 'Zi', 'Gu', 'Gu', 'Lu', 'Zi', 'A', 'Gu', 'Pa', 'Lu', 'Si', 'Zi', 'A', 'A', 'Pa', 'Gu', 'Zi', 'De', 'Ra', 'De', 'Cu', 'Ra', 'Pa', 'Pa', 'Lu', 'Zi', 'Si', 'Gu', 'Zi', 'Ra', 'De', 'Cu', 'Zi', 'Cu', 'Gu', 'De', 'Lu', 'A', 'A', 'Si', 'De', 'Si', 'Zi', 'Gu', 'Si', 'Cu', 'Ra', 'Lu', 'Lu', 'De', 'Gu', 'Cu', 'Pa', 'Ra', 'Lu', 'Si', 'Ra', 'Gu', 'Cu', 'De', 'Si', 'Pa', 'Gu', 'Zi', 'Si', 'A', 'Cu', 'Lu', 'Si', 'Si', 'Zi', 'Si', 'Gu', 'A', 'Cu', 'A', 'Gu', 'A', 'Zi', 'Ra', 'Zi', 'Zi', 'Zi', 'Ra', 'Gu', 'De', 'Zi', 'Ra', 'Zi', 'A', 'De', 'De', 'Ra', 'A', 'Gu', 'De', 'Lu', 'Cu', 'Gu', 'Si', 'A', 'Cu', 'Lu', 'Cu', 'A', 'Zi', 'De', 'Gu', 'Si', 'Zi', 'Gu', 'Pa', 'Si', 'Gu', 'Lu', 'Cu', 'Gu', 'De', 'Cu', 'Cu', 'Ra', 'Gu', 'Pa', 'Cu', 'De', 'De', 'Zi', 'Pa', 'A', 'Cu', 'Zi', 'A', 'Zi', 'De', 'Lu', 'Cu', 'Cu', 'De', 'Cu', 'Ra', 'Ra', 'Zi', 'Si', 'Cu', 'Ra', 'De', 'Cu', 'Gu', 'Lu', 'Pa', 'Gu'),
"sell_spell": "La,Pa,De,De,La,Si,Si,La,La,La,Si,Pa,Pa,Lu,De,Cu,Cu,Gu,Lu,Ra,Lu,Si,Ra,De,La,Cu,La,La,Gu,La,De,Ra,Ra,Ra,Gu,Lu,Si,Si,Zi,Zi,La,Pa,Pa,Zi,Cu,Gu,Gu,Pa,Gu,Cu,Si,Ra,Ra,La,Gu,De,Si,La,Ra,Pa,Si,Lu,Pa,De,Zi,De,Lu,Si,Gu,De,Lu,De,Ra,Ra,Zi,De,Cu,Zi,Gu,Pa,Ra,De,Pa,De,Pa,Ra,Si,Si,Zi,Cu,Lu,Zi,Ra,De,Ra,Zi,Zi,Pa,Lu,Zi,Cu,Pa,Gu,Pa,Cu,De,Zi,De,De,Pa,Pa,Zi,Lu,Ra,Pa,Ra,Lu,Zi,Gu,Zi,Si,Lu,Ra,Ra,Zi,Lu,Pa,Lu,Si,Pa,Pa,Pa,Si,Zi,La,La,Lu,De,Zi,Gu,Ra,Ra,Ra,Zi,Pa,Zi,Cu,Lu,Gu,Cu,De,Lu,Gu,Lu,Gu,Si,Pa,Pa,Si,La,Gu,Ra,Pa,Si,Si,Si,Cu,Cu,Cu,Si,De,Lu,Gu,Gu,Lu,De,Ra,Gu,Gu,Gu,Cu,La,De,Cu,Zi,Pa,Si,De,Pa,Pa,Pa,La,De,Gu,Zi,La,De,Cu,La,Pa,Ra,Si,Si,Zi,Cu,Ra,Pa,Gu,Pa,Ra,Zi,De,Zi,Gu,Gu,Pa,Cu,Lu,Gu,De,Si,Pa,La,Cu,Zi,Gu,De,Gu,La,Cu,Gu,De,Cu,Cu,Gu,Ra,Lu,Zi,De,La,Ra,Pa,Pa,Si,La,Lu,La,De,De,Ra,De,La,La,Pa,Cu,Lu,Pa,Ra,Pa,Pa,Cu,Zi,Gu,Cu,Gu,La,Si,Ra,Pa",
}
# ROI table:
minimal_roi = {
"0": 0.574,
"1757": 0.158,
"3804": 0.089,
"6585": 0
}
# Stoploss:
stoploss = -0.28
# #################### END OF RESULT PLACE ####################
# 𝖂𝖔𝖗𝖘𝖙, 𝖀𝖓𝖎𝖉𝖊𝖆𝖑, 𝕾𝖚𝖇𝖔𝖕𝖙𝖎𝖒𝖆𝖑, 𝕸𝖆𝖑𝖆𝖕𝖗𝖔𝖕𝖔𝖘 𝕬𝖓𝖉 𝕯𝖎𝖘𝖒𝖆𝖑 𝖙𝖎𝖒𝖊𝖋𝖗𝖆𝖒𝖊 𝖋𝖔𝖗 𝖙𝖍𝖎𝖘 𝖘𝖙𝖗𝖆𝖙𝖊𝖌𝖞:
timeframe = '4h'
spell_pot = [
tuple(
random.choices(
list(SPELLS.keys()),
# TODO: k will be change to len(pairlist)
k=300
",".join(
tuple(
random.choices(
list(SPELLS.keys()),
# TODO: k will be change to len(pairlist)
k=PAIR_LIST_LENGHT
)
)
)for i in range(PAIN_RANGE)
]
buy_spell = CategoricalParameter(spell_pot, default=spell_pot[0], space='buy')
sell_spell = CategoricalParameter(spell_pot, default=spell_pot[0], space='sell')
# Stoploss:
stoploss = -0.1
# Buy hypers
timeframe = '1h'
buy_spell = CategoricalParameter(
spell_pot, default=spell_pot[0], space='buy')
sell_spell = CategoricalParameter(
spell_pot, default=spell_pot[0], space='sell')
def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
return dataframe
def populate_buy_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
pairs = self.dp.current_whitelist()
pairs_len = len(pairs)
pair_index = pairs.index(metadata['pair'])
buy_params_index = self.buy_spell.value[pair_index]
buy_spells = self.buy_spell.value.split(",")
buy_spells_len = len(buy_spells)
if pairs_len > buy_spells_len:
print(
f"First set PAIR_LIST_LENGHT={pairs_len + 1} And re-hyperopt the")
print("Buy strategy And paste result in exact place(lines 535~564)")
print("IMPORTANT: You Need An 'STATIC' Pairlist On Your Config.json !!!")
exit()
buy_params_index = buy_spells[pair_index]
params = spell_finder(buy_params_index, 'buy')
conditions = list()
@@ -613,7 +647,7 @@ class DevilStra(IStrategy):
if conditions:
dataframe.loc[
reduce(lambda x, y: x & y, conditions),
'buy'] = 1
'buy']=1
# print(len(dataframe.keys()))
@@ -622,8 +656,20 @@ class DevilStra(IStrategy):
def populate_sell_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
pairs = self.dp.current_whitelist()
pairs_len = len(pairs)
pair_index = pairs.index(metadata['pair'])
sell_params_index = self.sell_spell.value[pair_index]
sell_spells = self.sell_spell.value.split(",")
sell_spells_len = len(sell_spells)
if pairs_len > sell_spells_len:
print(
f"First set PAIR_LIST_LENGHT={pairs_len + 1} And re-hyperopt the")
print("Sell strategy And paste result in exact place(lines 535~564)")
print("IMPORTANT: You Need An 'STATIC' Pairlist On Your Config.json !!!")
exit()
sell_params_index = sell_spells[pair_index]
params = spell_finder(sell_params_index, 'sell')