advanced crypto advice
This commit is contained in:
+93
-9
@@ -4,6 +4,7 @@ from discord.ext import commands
|
|||||||
from urllib import request
|
from urllib import request
|
||||||
import json, requests
|
import json, requests
|
||||||
import time
|
import time
|
||||||
|
import random
|
||||||
|
|
||||||
class Cryptocoin(object):
|
class Cryptocoin(object):
|
||||||
"""Voor al uw crypto currency advies."""
|
"""Voor al uw crypto currency advies."""
|
||||||
@@ -45,26 +46,25 @@ class Cryptocoin(object):
|
|||||||
except:
|
except:
|
||||||
return -1
|
return -1
|
||||||
|
|
||||||
|
#dermines the expected growth of coin
|
||||||
def analyseCoin(self, coinId):
|
def analyseCoin(self, coinId):
|
||||||
N_DATAPOINTS = 12
|
N_DATAPOINTS = 12
|
||||||
TIME_BETWEEN_DATAPOINTS = 86400 * 7 #one week
|
TIME_BETWEEN_DATAPOINTS = 86400 * 7 #one week
|
||||||
|
|
||||||
|
#Get the price history:
|
||||||
history = []
|
history = []
|
||||||
for j in range(0, N_DATAPOINTS):
|
for j in range(0, N_DATAPOINTS):
|
||||||
history.append(self.getCoinPrice(coinId, "USD", int(time.time()) - (N_DATAPOINTS-j)*TIME_BETWEEN_DATAPOINTS))
|
history.append(self.getCoinPrice(coinId, "USD", int(time.time()) - (N_DATAPOINTS-j)*TIME_BETWEEN_DATAPOINTS))
|
||||||
|
|
||||||
#print(history)
|
#Check the growth. Do some linear regression
|
||||||
|
|
||||||
growFactorLongTerm, dummy = self.basic_linear_regression(range(0, N_DATAPOINTS), history)
|
growFactorLongTerm, dummy = self.basic_linear_regression(range(0, N_DATAPOINTS), history)
|
||||||
growFactorShortTerm, dummy = self.basic_linear_regression(range(0, 3),
|
growFactorShortTerm, dummy = self.basic_linear_regression(range(0, 3),
|
||||||
[ history[N_DATAPOINTS-3], history[N_DATAPOINTS-2], history[N_DATAPOINTS-1] ])
|
[ history[N_DATAPOINTS-3], history[N_DATAPOINTS-2], history[N_DATAPOINTS-1] ])
|
||||||
|
|
||||||
#print("long: ", growFactorLongTerm)
|
if (history[N_DATAPOINTS-1] == 0):
|
||||||
#print("short: ", growFactorShortTerm)
|
growPercentageLongTerm = 0
|
||||||
|
growPercentageShortTerm = 0
|
||||||
#print(growFactor)
|
else:
|
||||||
|
|
||||||
if (history[N_DATAPOINTS-1] != 0):
|
|
||||||
growPercentageLongTerm = growFactorLongTerm / history[N_DATAPOINTS-1]
|
growPercentageLongTerm = growFactorLongTerm / history[N_DATAPOINTS-1]
|
||||||
growPercentageShortTerm = growFactorShortTerm / history[N_DATAPOINTS-1]
|
growPercentageShortTerm = growFactorShortTerm / history[N_DATAPOINTS-1]
|
||||||
|
|
||||||
@@ -76,6 +76,83 @@ class Cryptocoin(object):
|
|||||||
# - https://en.wikipedia.org/wiki/Head_and_shoulders_(chart_pattern)
|
# - https://en.wikipedia.org/wiki/Head_and_shoulders_(chart_pattern)
|
||||||
# - neural networks???
|
# - neural networks???
|
||||||
|
|
||||||
|
|
||||||
|
#will return some random advice about a semi-random crypto coin
|
||||||
|
def getRandomCoinAdvice(self):
|
||||||
|
#get all the coins!
|
||||||
|
coinlistUrl = "https://min-api.cryptocompare.com/data/all/coinlist"
|
||||||
|
coinlistResponse = requests.get(coinlistUrl)
|
||||||
|
|
||||||
|
popularCoins = [
|
||||||
|
{"Symbol" : "BTC", "Name" : "BitCoin"},
|
||||||
|
{"Symbol" : "ETH", "Name" : "Ethereum"},
|
||||||
|
{"Symbol" : "ETC", "Name" : "Ethereum Classic"},
|
||||||
|
{"Symbol" : "LTC", "Name" : "LiteCoin"},
|
||||||
|
{"Symbol" : "XMR", "Name" : "Monero"},
|
||||||
|
{"Symbol" : "XRP", "Name" : "Ripple"},
|
||||||
|
{"Symbol" : "DOGE", "Name" : "Dogecoin"},
|
||||||
|
{"Symbol" : "NLG", "Name" : "Gulden"}
|
||||||
|
]
|
||||||
|
|
||||||
|
if (coinlistResponse.ok):
|
||||||
|
coinlistData = json.loads(coinlistResponse.content.decode('utf-8'))
|
||||||
|
coinlist = []
|
||||||
|
|
||||||
|
for coin in coinlistData["Data"]:
|
||||||
|
coinlist.append({
|
||||||
|
"Symbol" : coinlistData["Data"][coin]["Symbol"] ,
|
||||||
|
"Name" : coinlistData["Data"][coin]["CoinName"]
|
||||||
|
})
|
||||||
|
|
||||||
|
#Analyse until you've found something interesting
|
||||||
|
for i in range(0, 99):
|
||||||
|
|
||||||
|
#pick a random coin
|
||||||
|
if (random.randint(0, 4) == 4):
|
||||||
|
#kans van 1 op 5 dat we naar een populaire coin kijken
|
||||||
|
randIndex = random.randint(0, len(popularCoins)-1)
|
||||||
|
tempId = popularCoins[randIndex]["Symbol"]
|
||||||
|
tempName = popularCoins[randIndex]["Name"]
|
||||||
|
else:
|
||||||
|
randIndex = random.randint(0, len(coinlist)-1)
|
||||||
|
tempId = coinlist[randIndex]["Symbol"]
|
||||||
|
tempName = coinlist[randIndex]["Name"]
|
||||||
|
|
||||||
|
#analyse:
|
||||||
|
growPercentage, tempHistory = self.analyseCoin(tempId)
|
||||||
|
|
||||||
|
|
||||||
|
#For the first few iterations we're picky
|
||||||
|
if (growPercentage > 0.1):
|
||||||
|
return (tempName + " (" + tempId + ") gaat to the moon!")
|
||||||
|
if (growPercentage > 0.06):
|
||||||
|
return ("Ik zou zeker een paar " + tempName + " (" + tempId + ") kopen.")
|
||||||
|
|
||||||
|
if (i > 2):
|
||||||
|
#Later, negative advices are also acceptable...
|
||||||
|
if (growPercentage < -0.2):
|
||||||
|
return ("Ik zou zeker " + tempName + " (" + tempId + ") afraden!")
|
||||||
|
if (growPercentage > 0.015):
|
||||||
|
return ("Ken je " + tempName + " (" + tempId + ") al? Best leuk")
|
||||||
|
if(i > 4):
|
||||||
|
#After a while, we're happy to give less useful advice
|
||||||
|
if (growPercentage > 0.008):
|
||||||
|
return (tempName + " (" + tempId + ") kan interessant worden...")
|
||||||
|
if (growPercentage < -0.06):
|
||||||
|
return ("Als je toevallig " + tempName + " (" + tempId + ") hebt: verkopen.")
|
||||||
|
if(i > 5):
|
||||||
|
#Anything goes. We're desperate.
|
||||||
|
if (tempHistory[ len(tempHistory)-1 ] == 0):
|
||||||
|
return (tempId + " is echt niks waard...")
|
||||||
|
if (growPercentage > 0.005):
|
||||||
|
return (tempName + " (" + tempId + ") is een crypto currency. Wist je dat?")
|
||||||
|
|
||||||
|
time.sleep(0.1) #don't overload the API
|
||||||
|
|
||||||
|
return "Sorry. De crypto adviezen zijn uitverkocht vandaag."
|
||||||
|
else:
|
||||||
|
raise Exception("API error")
|
||||||
|
|
||||||
#user functions below
|
#user functions below
|
||||||
|
|
||||||
@commands.command(pass_context=True)
|
@commands.command(pass_context=True)
|
||||||
@@ -108,10 +185,17 @@ class Cryptocoin(object):
|
|||||||
@asyncio.coroutine
|
@asyncio.coroutine
|
||||||
def coinadvice(self, ctx, coinId: str=""):
|
def coinadvice(self, ctx, coinId: str=""):
|
||||||
"""Voor al uw adviezen in monopolygeld
|
"""Voor al uw adviezen in monopolygeld
|
||||||
|
Vraag Stroop's mening over een specifieke coin:
|
||||||
|
!coinadvice NLG
|
||||||
|
Of vraag gewoon advies in het algemeen:
|
||||||
|
!coinadvice
|
||||||
|
(Over deze laatste optie moet soms even nagedacht worden)
|
||||||
"""
|
"""
|
||||||
|
|
||||||
|
#Geen specieke coin? Doe random.
|
||||||
if(coinId == ""):
|
if(coinId == ""):
|
||||||
return #TODO
|
yield from ctx.channel.send( self.getRandomCoinAdvice() )
|
||||||
|
return
|
||||||
|
|
||||||
coinId = coinId.upper()
|
coinId = coinId.upper()
|
||||||
|
|
||||||
|
|||||||
Reference in New Issue
Block a user