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IG Index Fully Automated Trading for Small Cap and FTSE250 Stocks
Raw
FTSE250SmallCap.py
import numpy
import pandas
import matplotlib.pyplot as plt
import matplotlib.dates as mdates
from scipy import stats
import math
import requests
import json
import time
import random
from time import localtime, strftime
import datetime
import calendar
from random import shuffle
import pytz
#####################################
# Error Handling
import traceback
import sys
set(pytz.all_timezones_set)
YEAR_var = 2018
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND
# NON-INFRINGEMENT. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR ANYONE
# DISTRIBUTING THE SOFTWARE BE LIABLE FOR ANY DAMAGES OR OTHER LIABILITY,
# WHETHER IN CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
# ALL EPICS
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'KA.D.INTQ.DAILY.IP',
'KA.D.IPF.DAILY.IP',
'KA.D.ICP.DAILY.IP',
'KA.D.ISAT.DAILY.IP',
'KA.D.TFILN.DAILY.IP',
'KA.D.INDI.DAILY.IP',
'KA.D.INCH.DAILY.IP',
'KA.D.JRGLN.DAILY.IP',
'KA.D.JELN.DAILY.IP',
'KA.D.FSC.DAILY.IP',
'KA.D.JPGLN.DAILY.IP',
'KA.D.JUP.DAILY.IP',
'KA.D.JEO.DAILY.IP',
'KA.D.MATELN.DAILY.IP',
'KA.D.JPR.DAILY.IP',
'KA.D.JSG.DAILY.IP',
'KA.D.JMAT.DAILY.IP',
'KA.D.WG.DAILY.IP',
'KA.D.MNZS.DAILY.IP',
'KA.D.JLIFLN.DAILY.IP',
'KA.D.JLGLN.DAILY.IP',
'KA.D.JLENLN.DAILY.IP',
'KA.D.CHOOLN.DAILY.IP',
'KA.D.JARLN.DAILY.IP',
'KA.D.JLT.DAILY.IP',
'KA.D.JHD.DAILY.IP',
'KA.D.FSJ.DAILY.IP',
'KA.D.JPJLN.DAILY.IP',
'KA.D.TBCGLN.DAILY.IP',
'KA.D.JPSSLN.DAILY.IP',
'KA.D.JPS.DAILY.IP',
'KA.D.JPU.DAILY.IP',
'KA.D.JMI.DAILY.IP',
'KA.D.JPSLLN.DAILY.IP',
'KA.D.JRSLN.DAILY.IP',
'KA.D.JMF.DAILY.IP',
'KA.D.JFJ.DAILY.IP',
'KA.D.JMO.DAILY.IP',
'KA.D.JGCILN.DAILY.IP',
'KA.D.JETI.DAILY.IP',
'KA.D.JETG.DAILY.IP',
'KA.D.JFF.DAILY.IP',
'KA.D.JCH.DAILY.IP',
'KA.D.JMC.DAILY.IP',
'KA.D.JAILN.DAILY.IP',
'KA.D.JAM.DAILY.IP',
'KA.D.JII.DAILY.IP',
'KA.D.JDW.DAILY.IP',
'KA.D.JD.DAILY.IP',
'KA.D.KGHLN.DAILY.IP',
'KA.D.KSK.DAILY.IP',
'KA.D.KCOM.DAILY.IP',
'KA.D.KAZ.DAILY.IP',
'KC.D.KAKULN.DAILY.IP',
'KA.D.KLR.DAILY.IP',
'KA.D.KMRLN.DAILY.IP',
'KA.D.KWELN.DAILY.IP',
'KA.D.KIT.DAILY.IP',
'KA.D.KIE.DAILY.IP',
'KA.D.KGF.DAILY.IP',
'KC.D.KAYLN.DAILY.IP',
'KA.D.KNOSLN.DAILY.IP',
'KC.D.KATLN.DAILY.IP',
'KA.D.KOSLN.DAILY.IP',
'KA.D.LXBLN.DAILY.IP',
'KA.D.LMSLN.DAILY.IP',
'KA.D.LSL.DAILY.IP',
'KA.D.LRD.DAILY.IP',
'KA.D.LAM.DAILY.IP',
'KA.D.LRE.DAILY.IP',
'KA.D.LAND.DAILY.IP',
'KA.D.LWDB.DAILY.IP',
'KA.D.LDP.DAILY.IP',
'KA.D.LLOY.DAILY.IP',
'KA.D.LSE.DAILY.IP',
'KA.D.LVD.DAILY.IP',
'KA.D.LGEN.DAILY.IP',
'KA.D.LMI.DAILY.IP',
'KA.D.LEKLN.DAILY.IP',
'KA.D.LIO.DAILY.IP',
'KA.D.LIVNLN.DAILY.IP',
'KA.D.LIV.DAILY.IP',
'KA.D.LSPLN.DAILY.IP',
'KA.D.LOOK.DAILY.IP',
'KA.D.LWB.DAILY.IP',
'KA.D.LWI.DAILY.IP',
'KA.D.LXILN.DAILY.IP',
'KA.D.LADLN.DAILY.IP',
'KA.D.LAKELN.DAILY.IP',
'KA.D.ALY.DAILY.IP',
'KA.D.LSLILN.DAILY.IP',
'KA.D.LUCELN.DAILY.IP',
'KA.D.LSRLN.DAILY.IP',
'KA.D.MAB.DAILY.IP',
'KA.D.MIDWLN.DAILY.IP',
'KA.D.MCRO.DAILY.IP',
'KA.D.MTROLN.DAILY.IP',
'KA.D.MPI.DAILY.IP',
'KA.D.MTO.DAILY.IP',
'KA.D.MLDLN.DAILY.IP',
'KA.D.MLC.DAILY.IP',
'KA.D.MCTLN.DAILY.IP',
'KA.D.MERLLN.DAILY.IP',
'KA.D.JFM.DAILY.IP',
'KA.D.MROLN.DAILY.IP',
'KA.D.MGPLN.DAILY.IP',
'KA.D.MXFLN.DAILY.IP',
'KA.D.MERLN.DAILY.IP',
'KA.D.MGGT.DAILY.IP',
'KA.D.MRCH.DAILY.IP',
'KA.D.MUT.DAILY.IP',
'KA.D.MYTLN.DAILY.IP',
'KA.D.MYSLLN.DAILY.IP',
'KA.D.MUL.DAILY.IP',
'KA.D.MTFBLN.DAILY.IP',
'KA.D.MTC.DAILY.IP',
'KA.D.MTELN.DAILY.IP',
'KA.D.MGCR.DAILY.IP',
'KA.D.MOTRLN.DAILY.IP',
'KA.D.MAB1LN.DAILY.IP',
'KA.D.MGNS.DAILY.IP',
'KA.D.MCLLN.DAILY.IP',
'KA.D.MONILN.DAILY.IP',
'KA.D.MONY.DAILY.IP',
'KA.D.MOSB.DAILY.IP',
'KA.D.MPE.DAILY.IP',
'KA.D.MKLW.DAILY.IP',
'KA.D.MTVWLN.DAILY.IP',
'KA.D.MRW.DAILY.IP',
'KA.D.MNKS.DAILY.IP',
'KA.D.MNDI.DAILY.IP',
'KA.D.GLE.DAILY.IP',
'KA.D.MTU.DAILY.IP',
'KC.D.MKALN.DAILY.IP',
'KA.D.MYI.DAILY.IP',
'KA.D.NUM.DAILY.IP',
'KA.D.NVA.DAILY.IP',
'KA.D.NOGLN.DAILY.IP',
'KA.D.NTG.DAILY.IP',
'KA.D.NAS.DAILY.IP',
'KA.D.EUS.DAILY.IP',
'KA.D.NXR.DAILY.IP',
'KA.D.HAWKLN.DAILY.IP',
'KA.D.NICL.DAILY.IP',
'KA.D.NESFLN.DAILY.IP',
'KA.D.NXT.DAILY.IP',
'KA.D.NWR.DAILY.IP',
'KA.D.NGT.DAILY.IP',
'KA.D.NEX.DAILY.IP',
'KA.D.NMC.DAILY.IP',
'KA.D.NXGLN.DAILY.IP',
'KA.D.NCCLN.DAILY.IP',
'KA.D.NBLSLN.DAILY.IP',
'KA.D.NAHLN.DAILY.IP',
'KA.D.BWNG.DAILY.IP',
'KA.D.NII.DAILY.IP',
'KA.D.NCYF.DAILY.IP',
'KA.D.NBLULN.DAILY.IP',
'KA.D.EVCLN.DAILY.IP',
'KA.D.NBPELN.DAILY.IP',
'KA.D.OMULN.DAILY.IP',
'KA.D.OXS.DAILY.IP',
'KA.D.OXB.DAILY.IP',
'KA.D.OSBLN.DAILY.IP',
'KA.D.OML.DAILY.IP',
'KA.D.OPHR.DAILY.IP',
'KA.D.OXIG.DAILY.IP',
'KA.D.OCDO.DAILY.IP',
'KA.D.OBDLN.DAILY.IP',
'KA.D.OXASLN.DAILY.IP',
'KA.D.OTBLN.DAILY.IP',
'KA.D.OLOTLN.DAILY.IP',
'KA.D.IRET.DAILY.IP',
'KA.D.PLUSLN.DAILY.IP',
'KA.D.POS.DAILY.IP',
'KA.D.PTEC.DAILY.IP',
'KA.D.PHTM.DAILY.IP',
'KA.D.PHNXLN.DAILY.IP',
'KA.D.PHC.DAILY.IP',
'KA.D.PETSLN.DAILY.IP',
'KA.D.POG.DAILY.IP',
'KA.D.PMGLN.DAILY.IP',
'KA.D.PCI.DAILY.IP',
'KA.D.PAY.DAILY.IP',
'KA.D.PNLLN.DAILY.IP',
'KA.D.PSN.DAILY.IP',
'KA.D.PLI.DAILY.IP',
'KA.D.PKGLN.DAILY.IP',
'KA.D.PNN.DAILY.IP',
'KA.D.PDL.DAILY.IP',
'KA.D.PDG.DAILY.IP',
'KA.D.PSON.DAILY.IP',
'KA.D.PAG.DAILY.IP',
'KA.D.PRGLN.DAILY.IP',
'KA.D.PANR.DAILY.IP',
'KA.D.PFC.DAILY.IP',
'KA.D.PHI.DAILY.IP',
'KA.D.PAC.DAILY.IP',
'KA.D.PAF.DAILY.IP',
'KA.D.IL0ALN.DAILY.IP',
'KA.D.PSHLN.DAILY.IP',
'KA.D.CAKELN.DAILY.IP',
'KA.D.PWS.DAILY.IP',
'KA.D.NLR.DAILY.IP',
'KA.D.PPBLN.DAILY.IP',
'KA.D.PIN.DAILY.IP',
'KA.D.PFG.DAILY.IP',
'KA.D.PEYLN.DAILY.IP',
'KA.D.AKT.DAILY.IP',
'KA.D.PURE.DAILY.IP',
'KA.D.PRTCLN.DAILY.IP',
'KA.D.PRU.DAILY.IP',
'KA.D.PRV.DAILY.IP',
'KA.D.PRM.DAILY.IP',
'KA.D.PXOGLN.DAILY.IP',
'KA.D.PRW.DAILY.IP',
'KA.D.PHP.DAILY.IP',
'KA.D.PPCLN.DAILY.IP',
'KA.D.PFD.DAILY.IP',
'KA.D.PFL.DAILY.IP',
'KA.D.POWR.DAILY.IP',
'KA.D.PLNDLN.DAILY.IP',
'KA.D.PCGHLN.DAILY.IP',
'KA.D.PMO.DAILY.IP',
'KA.D.PLPLN.DAILY.IP',
'KA.D.POLY.DAILY.IP',
'KA.D.PRL.DAILY.IP',
'KA.D.PCT.DAILY.IP',
'KA.D.POLR.DAILY.IP',
'KA.D.PXS.DAILY.IP',
'KA.D.PZC.DAILY.IP',
'KA.D.PUBLN.DAILY.IP',
'KA.D.PVCS.DAILY.IP',
'KA.D.PURPLN.DAILY.IP',
'KA.D.PCFTLN.DAILY.IP',
'KA.D.RELNPF.DAILY.IP',
'KA.D.RGU.DAILY.IP',
'KA.D.RELN.DAILY.IP',
'KA.D.RRLLN.DAILY.IP',
'KA.D.RNK.DAILY.IP',
'KA.D.RAT.DAILY.IP',
'KA.D.RBGLN.DAILY.IP',
'KA.D.RECILN.DAILY.IP',
'KA.D.REC.DAILY.IP',
'KA.D.RB.DAILY.IP',
'KA.D.RMP.DAILY.IP',
'KA.D.RPT.DAILY.IP',
'KA.D.RCNLN.DAILY.IP',
'KA.D.RDW.DAILY.IP',
'KA.D.REL.DAILY.IP',
'KA.D.RRS.DAILY.IP',
'KA.D.RGLLN.DAILY.IP',
'KA.D.TRIGLN.DAILY.IP',
'KA.D.RSW.DAILY.IP',
'KA.D.RTO.DAILY.IP',
'KA.D.RNOLN.DAILY.IP',
'KA.D.RTNLN.DAILY.IP',
'KA.D.REX.DAILY.IP',
'KA.D.WICH.DAILY.IP',
'KA.D.RDLLN.DAILY.IP',
'KA.D.RHMLNN.DAILY.IP',
'KA.D.RCILN.DAILY.IP',
'KA.D.RUSLN.DAILY.IP',
'KA.D.HHR.DAILY.IP',
'KA.D.RESILN.DAILY.IP',
'KA.D.RVGLN.DAILY.IP',
'KA.D.RNWH.DAILY.IP',
'KA.D.RRELN.DAILY.IP',
'KA.D.RHIMLN.DAILY.IP',
'KA.D.RICA.DAILY.IP',
'KA.D.RMGLN.DAILY.IP',
'KA.D.RDSA.DAILY.IP',
'KA.D.RCDO.DAILY.IP',
'KA.D.RDSB.DAILY.IP',
'KA.D.RBS.DAILY.IP',
'KA.D.RKHLN.DAILY.IP',
'KA.D.RWA.DAILY.IP',
'KA.D.RIVLN.DAILY.IP',
'KA.D.RIO.DAILY.IP',
'KA.D.ROR.DAILY.IP',
'KA.D.RSA.DAILY.IP',
'KA.D.RR.DAILY.IP',
'KA.D.RMV.DAILY.IP',
'KA.D.RWS.DAILY.IP',
'KA.D.RPOLN.DAILY.IP',
'KA.D.RPS.DAILY.IP',
'KA.D.RPC.DAILY.IP',
'KA.D.RM.DAILY.IP',
'KA.D.RCP.DAILY.IP',
'KA.D.RSELN.DAILY.IP',
'KA.D.BLNX.DAILY.IP',
'KA.D.SHRS.DAILY.IP',
'KA.D.SHP.DAILY.IP',
'KA.D.SDRC.DAILY.IP',
'KA.D.SHB.DAILY.IP',
'KA.D.SDU.DAILY.IP',
'KA.D.SVT.DAILY.IP',
'KA.D.SOILN.DAILY.IP',
'KA.D.SERVLN.DAILY.IP',
'KA.D.SRP.DAILY.IP',
'KA.D.SEQILN.DAILY.IP',
'KA.D.SNR.DAILY.IP',
'KA.D.STS.DAILY.IP',
'KA.D.SITLN.DAILY.IP',
'KA.D.SST.DAILY.IP',
'KA.D.SMT.DAILY.IP',
'KA.D.SCAM.DAILY.IP',
'KA.D.SCF.DAILY.IP',
'KA.D.STBLN.DAILY.IP',
'KA.D.SEPU.DAILY.IP',
'KA.D.SGROLN.DAILY.IP',
'KA.D.SDR.DAILY.IP',
'KA.D.SJG.DAILY.IP',
'KA.D.SCIN.DAILY.IP',
'KA.D.SCP.DAILY.IP',
'KA.D.IFD.DAILY.IP',
'KA.D.SQZ.DAILY.IP',
'KA.D.IGRE.DAILY.IP',
'KA.D.SERELN.DAILY.IP',
'KA.D.SDP.DAILY.IP',
'KA.D.SCSLN.DAILY.IP',
'KA.D.SDL.DAILY.IP',
'KA.D.SCPA.DAILY.IP',
'KA.D.SEPLLN.DAILY.IP',
'KA.D.SVS.DAILY.IP',
'KA.D.0VGMLN.DAILY.IP',
'KA.D.SLELN.DAILY.IP',
'KA.D.SBRY.DAILY.IP',
'KA.D.SGE.DAILY.IP',
'KA.D.SAGALN.DAILY.IP',
'KA.D.SAFE.DAILY.IP',
'KA.D.SAB.DAILY.IP',
'KA.D.SFELN.DAILY.IP',
'KA.D.SBRELN.DAILY.IP',
'KA.D.SAA.DAILY.IP',
'KA.D.SKS.DAILY.IP',
'KA.D.SNNLN.DAILY.IP',
'KA.D.SFR.DAILY.IP',
'KA.D.ASM.DAILY.IP',
'KA.D.SHI.DAILY.IP',
'KA.D.SLNLN.DAILY.IP',
'KA.D.SKP.DAILY.IP',
'KA.D.SIA.DAILY.IP',
'KA.D.SIG.DAILY.IP',
'KA.D.SPH.DAILY.IP',
'KA.D.SXXLN.DAILY.IP',
'KA.D.SMSLN.DAILY.IP',
'KA.D.SN.DAILY.IP',
'KA.D.SPX.DAILY.IP',
'KA.D.SMIN.DAILY.IP',
'KA.D.SXS.DAILY.IP',
'KA.D.SDY.DAILY.IP',
'KA.D.SPIR.DAILY.IP',
'KA.D.SPT.DAILY.IP',
'KA.D.SPO.DAILY.IP',
'KA.D.SPD.DAILY.IP',
'KA.D.S32LN.DAILY.IP',
'KA.D.BSY.DAILY.IP',
'KA.D.SKGPLN.DAILY.IP',
'KA.D.SCTLN.DAILY.IP',
'KA.D.SOPHLN.DAILY.IP',
'KA.D.STPLN.DAILY.IP',
'KA.D.STELN.DAILY.IP',
'KA.D.SUMOLN.DAILY.IP',
'KA.D.SLLN.DAILY.IP',
'KA.D.SVI.DAILY.IP',
'KA.D.KETLLN.DAILY.IP',
'KA.D.YULC.DAILY.IP',
'KA.D.SIHL.DAILY.IP',
'KA.D.SECLN.DAILY.IP',
'KA.D.STCKLN.DAILY.IP',
'KA.D.STOB.DAILY.IP',
'KA.D.SWEFLN.DAILY.IP',
'KA.D.STHR.DAILY.IP',
'KA.D.SEY.DAILY.IP',
'KA.D.SLS.DAILY.IP',
'KA.D.SLI.DAILY.IP',
'KA.D.SEPLN.DAILY.IP',
'KA.D.STAN.DAILY.IP',
'KA.D.SGC.DAILY.IP',
'KA.D.STAF.DAILY.IP',
'KA.D.SMP.DAILY.IP',
'KA.D.STJ.DAILY.IP',
'KA.D.SIV.DAILY.IP',
'KA.D.SMG.DAILY.IP',
'KA.D.SSPGLN.DAILY.IP',
'KA.D.SSE.DAILY.IP',
'KA.D.SUSLN.DAILY.IP',
'KA.D.SGPLN.DAILY.IP',
'KA.D.SQNXLN.DAILY.IP',
'KA.D.SQNLN.DAILY.IP',
'KA.D.SLET.DAILY.IP',
'KA.D.THRLN.DAILY.IP',
'KA.D.TCGLN.DAILY.IP',
'KA.D.TPOULN.DAILY.IP',
'KA.D.SBIZLN.DAILY.IP',
'KA.D.TSCO.DAILY.IP',
'KA.D.3LEG.DAILY.IP',
'KA.D.WTRLN.DAILY.IP',
'KA.D.TENGLN.DAILY.IP',
'KA.D.TEGLN.DAILY.IP',
'KA.D.TMPL.DAILY.IP',
'KA.D.TEFLN.DAILY.IP',
'KA.D.TCMLN.DAILY.IP',
'KA.D.TATE.DAILY.IP',
'KA.D.TEP.DAILY.IP',
'KA.D.TBK.DAILY.IP',
'KA.D.TWLN.DAILY.IP',
'KA.D.TAMLN.DAILY.IP',
'KA.D.TRS.DAILY.IP',
'KA.D.THRG.DAILY.IP',
'KA.D.TANLN.DAILY.IP',
'KA.D.TALK.DAILY.IP',
'KA.D.TFW.DAILY.IP',
'KA.D.CTO.DAILY.IP',
'KA.D.TTR.DAILY.IP',
'KA.D.TNI.DAILY.IP',
'KA.D.TUILN.DAILY.IP',
'KA.D.TIFSLN.DAILY.IP',
'KA.D.TRG.DAILY.IP',
'KA.D.TLW.DAILY.IP',
'KA.D.TRY.DAILY.IP',
'KA.D.TTG.DAILY.IP',
'KA.D.TRE.DAILY.IP',
'KA.D.TILSLN.DAILY.IP',
'KA.D.TOMLN.DAILY.IP',
'KA.D.TPT.DAILY.IP',
'KA.D.TRK.DAILY.IP',
'KA.D.TPK.DAILY.IP',
'KA.D.TCSC.DAILY.IP',
'KA.D.TRBLN.DAILY.IP',
'KA.D.TRI.DAILY.IP',
'KA.D.TFIFLN.DAILY.IP',
'KA.D.TPV1LN.DAILY.IP',
'KA.D.TMTLN.DAILY.IP',
'KA.D.TLPR.DAILY.IP',
'KA.D.BEHLN.DAILY.IP',
'KA.D.SMIFLN.DAILY.IP',
'KA.D.TUNGLN.DAILY.IP',
'KA.D.LUP.DAILY.IP',
'KA.D.SOHOLN.DAILY.IP',
'KA.D.BBOXLN.DAILY.IP',
'KA.D.GLS.DAILY.IP',
'KA.D.UTV.DAILY.IP',
'KA.D.UPGSLN.DAILY.IP',
'KA.D.UCP.DAILY.IP',
'KA.D.UU.DAILY.IP',
'KA.D.UTWLN.DAILY.IP',
'KA.D.ULVR.DAILY.IP',
'KA.D.ULE.DAILY.IP',
'KA.D.UKRLN.DAILY.IP',
'KA.D.ULSLN.DAILY.IP',
'KA.D.UKMLLN.DAILY.IP',
'KA.D.BPG.DAILY.IP',
'KA.D.UKCM.DAILY.IP',
'KA.D.THG.DAILY.IP',
'KA.D.UTG.DAILY.IP',
'KA.D.UBM.DAILY.IP',
'KA.D.DSCLN.DAILY.IP',
'KA.D.UDG.DAILY.IP',
'KA.D.VVOLN.DAILY.IP',
'KA.D.VCT.DAILY.IP',
'KA.D.VTC.DAILY.IP',
'KA.D.FANLN.DAILY.IP',
'KA.D.VP.DAILY.IP',
'KA.D.VEILLN.DAILY.IP',
'KA.D.VLX.DAILY.IP',
'KA.D.VTU.DAILY.IP',
'KA.D.VED.DAILY.IP',
'KA.D.VER.DAILY.IP',
'KA.D.OCG.DAILY.IP',
'KA.D.VOG.DAILY.IP',
'KA.D.VEC.DAILY.IP',
'KA.D.VIN.DAILY.IP',
'KA.D.VOD.DAILY.IP',
'KA.D.VMLN.DAILY.IP',
'KA.D.VSLLN.DAILY.IP',
'KA.D.CKSN.DAILY.IP',
'KA.D.VZCLN.DAILY.IP',
'KA.D.FWP.DAILY.IP',
'KA.D.WPYLN.DAILY.IP',
'KA.D.WAN2LN.DAILY.IP',
'KA.D.WOS.DAILY.IP',
'KA.D.WPGLN.DAILY.IP',
'KA.D.WKP.DAILY.IP',
'KA.D.WPCTLN.DAILY.IP',
'KA.D.WIZZLN.DAILY.IP',
'KA.D.WTB.DAILY.IP',
'KA.D.WPC.DAILY.IP',
'KA.D.WTAN.DAILY.IP',
'KA.D.WPP.DAILY.IP',
'KA.D.WIN.DAILY.IP',
'KA.D.WIL.DAILY.IP',
'KA.D.WMH.DAILY.IP',
'KA.D.WEIR.DAILY.IP',
'KA.D.QPP.DAILY.IP',
'KA.D.SMWH.DAILY.IP',
'KA.D.XSGLN.DAILY.IP',
'KA.D.XAFLN.DAILY.IP',
'KA.D.XAR.DAILY.IP',
'KA.D.XELLN.DAILY.IP',
'KA.D.XCH.DAILY.IP',
'KA.D.XPP.DAILY.IP']
# ALL EPICS
# TESTING
# main_epic_ids = [
# 'KA.D.CAMLN.DAILY.IP',
# 'KA.D.EVRLN.DAILY.IP',
# 'KA.D.SCSLN.DAILY.IP',
# 'KA.D.RIO.DAILY.IP',
# 'KA.D.PSN.DAILY.IP',
# 'KA.D.BMY.DAILY.IP',
# 'KA.D.KLR.DAILY.IP',
# 'KA.D.BKGLN.DAILY.IP',
# 'KA.D.HSTN.DAILY.IP',
# 'KA.D.RMGLN.DAILY.IP',
# 'KA.D.AAL.DAILY.IP',
# 'KA.D.PLUSLN.DAILY.IP',
# 'KA.D.INCH.DAILY.IP',
# 'KA.D.ETI.DAILY.IP',
# 'KA.D.EZJ.DAILY.IP',
# 'KA.D.CMCXLN.DAILY.IP',
# 'KA.D.IGAS.DAILY.IP',
# 'KA.D.IGLNLN.DAILY.IP',
# 'KA.D.IGLOLN.DAILY.IP',
# 'KA.D.IGCCLN.DAILY.IP',
# 'KA.D.IGSDLN.DAILY.IP',
# 'KA.D.IGSGLN.DAILY.IP',
# 'KA.D.IGSULN.DAILY.IP',
# 'KA.D.IGEALN.DAILY.IP',
# 'KA.D.IGHYLN.DAILY.IP',
# 'KA.D.BP.DAILY.IP',
# 'KA.D.XX300021E.DAILY.IP',
# 'KA.D.CMS.DAILY.IP',
# 'KA.D.RM.DAILY.IP',
# 'KA.D.RMGLN.DAILY.IP',
# 'KA.D.BLT.DAILY.IP',
# 'KA.D.TWLN.DAILY.IP',
# 'KA.D.NUM.DAILY.IP',
# 'KA.D.CLIG.DAILY.IP',
# 'KA.D.CTY.DAILY.IP',
# 'KA.D.ANTO.DAILY.IP',
# 'KA.D.CKSN.DAILY.IP',
# 'KA.D.GOG.DAILY.IP',
# 'KA.D.BA.DAILY.IP',
# 'KA.D.RWA.DAILY.IP',
# 'KA.D.MGNS.DAILY.IP',
# 'KA.D.BVS.DAILY.IP',
# 'KA.D.BAY.DAILY.IP',
# 'KA.D.TATE.DAILY.IP',
# 'KA.D.GSK.DAILY.IP',
# 'KA.D.DLNLN.DAILY.IP',
# 'KA.D.CLIG.DAILY.IP',
# 'KA.D.CTY.DAILY.IP',
# 'KA.D.LSE.DAILY.IP',
# 'KA.D.LSPLN.DAILY.IP',
# 'KA.D.LSLILN.DAILY.IP',
# 'KA.D.CCC.DAILY.IP',
# 'KA.D.CAMLN.DAILY.IP',
# 'KA.D.HVPELN.DAILY.IP',
# 'KA.D.HPRDLN.DAILY.IP',
# 'KA.D.HPROLN.DAILY.IP',
# 'KA.D.IPF.DAILY.IP',
# 'KA.D.COSTLN.DAILY.IP',
# 'KA.D.NXT.DAILY.IP',
# 'KA.D.NESFLN.DAILY.IP',
# 'KA.D.NJXELN.DAILY.IP',
# 'KA.D.NXKULN.DAILY.IP',
# 'KA.D.SPT.DAILY.IP',
# 'KA.D.POLR.DAILY.IP',
# 'KA.D.GAW.DAILY.IP',
# 'KA.D.WMH.DAILY.IP',
# 'KA.D.WIZZLN.DAILY.IP',
# 'KA.D.QQ.DAILY.IP',
# 'KA.D.HVN.DAILY.IP',
# 'KA.D.MNDI.DAILY.IP',
# 'KA.D.FXPO.DAILY.IP',
# 'KA.D.FORTLN.DAILY.IP',
# 'KA.D.FLOL.DAILY.IP',
# 'KA.D.STHR.DAILY.IP',
# 'KA.D.FDL.DAILY.IP',
# 'KA.D.SBRY.DAILY.IP',
# 'KA.D.POG.DAILY.IP']
b_REAL = True
if b_REAL:
REAL_OR_NO_REAL = 'https://api.ig.com/gateway/deal'
API_ENDPOINT = "https://api.ig.com/gateway/deal/session"
API_KEY = 'Your API Key Here'
data = {"identifier": "Your Username Here", "password": "Your Password Here"}
else:
REAL_OR_NO_REAL = 'https://demo-api.ig.com/gateway/deal'
API_ENDPOINT = "https://demo-api.ig.com/gateway/deal/session"
API_KEY = 'Your API Key Here'
data = {"identifier": "Your Username Here", "password": "Your Password Here"}
headers = {'Content-Type': 'application/json; charset=utf-8',
'Accept': 'application/json; charset=utf-8',
'X-IG-API-KEY': API_KEY,
'Version': '2'
}
r = requests.post(API_ENDPOINT, data=json.dumps(data), headers=headers)
headers_json = dict(r.headers)
CST_token = headers_json["CST"]
print(R"CST : " + CST_token)
x_sec_token = headers_json["X-SECURITY-TOKEN"]
print(R"X-SECURITY-TOKEN : " + x_sec_token)
# GET ACCOUNTS
base_url = REAL_OR_NO_REAL + '/accounts'
authenticated_headers = {'Content-Type': 'application/json; charset=utf-8',
'Accept': 'application/json; charset=utf-8',
'X-IG-API-KEY': API_KEY,
'CST': CST_token,
'X-SECURITY-TOKEN': x_sec_token}
auth_r = requests.get(base_url, headers=authenticated_headers)
d = json.loads(auth_r.text)
base_url = REAL_OR_NO_REAL + '/session'
data = {"accountId": "Your Account ID Here", "defaultAccount": "True"} # Main Demo acc
# data = {"accountId": "Your Account ID Here", "defaultAccount": "True"} # Main Live acc
auth_r = requests.put(
base_url,
data=json.dumps(data),
headers=authenticated_headers)
# print("-----------------DEBUG-----------------")
# print("#################DEBUG#################")
# print(auth_r.status_code)
# print(auth_r.reason)
# print(auth_r.text)
# print("-----------------DEBUG-----------------")
# print("#################DEBUG#################")
##########################################################################
##########################END OF LOGIN CODE###############################
##########################END OF LOGIN CODE###############################
##########################END OF LOGIN CODE###############################
##########################END OF LOGIN CODE###############################
##########################################################################
# PROGRAMMABLE VALUES
# SET INITIAL VARIABLES, Hacky for now!
orderType_value = "MARKET"
size_value = "1"
expiry_value = "DFB"
guaranteedStop_value = True
currencyCode_value = "GBP"
forceOpen_value = True
stop_loss_multiplier = 3
ESMA_new_margin = 20 # (20% for stocks)
too_high_margin = 100
def is_between(time, time_range):
if time_range[1] < time_range[0]:
return time >= time_range[0] or time <= time_range[1]
return time_range[0] <= time <= time_range[1]
def midpoint(p1, p2):
return (p1 + p2) / 2
def percentage(part, whole):
return 100 * float(part) / float(whole)
def percentage_of(percent, whole):
# percent should always be 20 for stocks
# ESMA regulations calculating min stop loss (20% for stocks)
return (percent * whole) / 100.0
def humanize_time(secs):
mins, secs = divmod(secs, 60)
hours, mins = divmod(mins, 60)
return '%02d:%02d:%02d' % (hours, mins, secs)
def idTooMuchPositions(key, positionMap):
if((key in positionMap) and (int(positionMap[key]) >= 2)):
return True
else:
return False
def find_good_epics():
spreads_and_epics = []
pick_from_epics = []
i_count = 0
b_TRADE_OK = True
for epic_id in main_epic_ids:
tmp_lst = []
base_url = REAL_OR_NO_REAL + '/markets/' + epic_id
auth_r = requests.get(base_url, headers=authenticated_headers)
d = json.loads(auth_r.text)
time.sleep(1)
i_count += 1
try:
if b_TRADE_OK:
current_bid = d['snapshot']['bid']
ask_price = d['snapshot']['offer']
spread = float(current_bid) - float(ask_price)
if float(spread) >= -1:
print("!!DEBUG!!...FOUND GOOD EPIC..." +
str(i_count) + "/" + str(len(main_epic_ids)))
time.sleep(1)
esma_new_margin_req = int(
percentage_of(
ESMA_new_margin,
current_bid))
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print(
"!!DEBUG!!...New ESMA Margin Requirements in Pips is ...:" +
str(esma_new_margin_req))
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
###################LONDON############################
###################LONDON############################
###################LONDON############################
tz = pytz.timezone('Europe/London')
now_time = datetime.datetime.now(tz=tz).strftime('%H:%M')
if is_between(str(now_time), ("17:30", "06:59")):
print(
"!!DEBUG!!....!!!!MARKET CLOSED!!!!:" +
str(now_time))
else:
# break
pick_from_epics.append(epic_id)
else:
print(
"!!DEBUG!!...skipping, NO GOOD EPIC....Checking next epic spreads..." +
str(i_count) +
"/" +
str(
len(main_epic_ids)))
time.sleep(1)
continue
except Exception as e:
# print(e)
print("!!!DEBUG!!!...No Data returned...Moving on!!")
pass
# sorted_list = sorted(spreads_and_epics, key=operator.itemgetter(1))
# for i in range(len(sorted_list)):
# print(sorted_list[i])
# print (max(sorted_list, key=lambda x: x[1]))
# lowest_epic = max(sorted_list, key=lambda x: x[1])
# return (str(lowest_epic[0]))
return (pick_from_epics)
def are_we_going_to_trade(epic_id, trade_direction, limit, stop_pips):
if trade_direction == "NONE":
return None
key = epic_id + '-' + trade_direction
# print(str(key) + " has position of " + str(positionMap[key]))
if idTooMuchPositions(key, positionMap):
print(str(key) +
" has position of " +
str(positionMap[key]) +
", hence should not trade")
return None
limitDistance_value = str(limit) # Limit
stopDistance_value = str(stop_pips) # Stop
##########################################################################
print(
"Order will be a " +
str(trade_direction) +
" Order, With a limit of: " +
str(limitDistance_value))
print(
"stopDistance_value for " +
str(epic_id) +
" will bet set at " +
str(stopDistance_value))
##########################################################################
# MAKE AN ORDER
base_url = REAL_OR_NO_REAL + '/positions/otc'
data = {
"direction": trade_direction,
"epic": epic_id,
"limitDistance": limitDistance_value,
"orderType": orderType_value,
"size": size_value,
"expiry": expiry_value,
"guaranteedStop": guaranteedStop_value,
"currencyCode": currencyCode_value,
"forceOpen": forceOpen_value,
"stopDistance": stopDistance_value}
r = requests.post(
base_url,
data=json.dumps(data),
headers=authenticated_headers)
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print(r.status_code)
print(r.reason)
print(r.text)
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
d = json.loads(r.text)
deal_ref = d['dealReference']
time.sleep(1)
# CONFIRM MARKET ORDER
base_url = REAL_OR_NO_REAL + '/confirms/' + deal_ref
auth_r = requests.get(base_url, headers=authenticated_headers)
d = json.loads(auth_r.text)
DEAL_ID = d['dealId']
print("DEAL ID : " + str(d['dealId']))
print(d['dealStatus'])
print(d['reason'])
if str(d['reason']) != "SUCCESS":
print("!!DEBUG!!...!!some thing occurred ERROR!!")
time.sleep(10)
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!!DEBUG!!!...Resuming...")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
else:
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Yay, ORDER OPEN")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
time.sleep(3)
def Chandelier_Exit_formula(TRADE_DIR, ATR, Price):
# Chandelier Exit (long) = 22-day High - ATR(22) x 3
# Chandelier Exit (short) = 22-day Low + ATR(22) x 3
if TRADE_DIR == "BUY":
return float(Price) - float(ATR) * 3
elif TRADE_DIR == "SELL":
return float(Price) + float(ATR) * 3
def calculate_stop_loss(d):
price_ranges = []
closing_prices = []
first_time_round_loop = True
TR_prices = []
price_compare = "bid"
for i in d['prices']:
if first_time_round_loop:
###########################################
# First time round loop cannot get previous
###########################################
closePrice = i['closePrice'][price_compare]
closing_prices.append(closePrice)
high_price = i['highPrice'][price_compare]
low_price = i['lowPrice'][price_compare]
price_range = float(high_price - closePrice)
price_ranges.append(price_range)
first_time_round_loop = False
else:
prev_close = closing_prices[-1]
###########################################
closePrice = i['closePrice'][price_compare]
closing_prices.append(closePrice)
high_price = i['highPrice'][price_compare]
low_price = i['lowPrice'][price_compare]
price_range = float(high_price - closePrice)
price_ranges.append(price_range)
TR = max(high_price - low_price,
abs(high_price - prev_close),
abs(low_price - prev_close))
TR_prices.append(TR)
return str(int(float(max(TR_prices))))
if __name__ == '__main__':
while True:
try:
base_url = REAL_OR_NO_REAL + "/accounts"
auth_r = requests.get(base_url, headers=authenticated_headers)
d = json.loads(auth_r.text)
print("--------------Account Info-------------")
print("#################DEBUG#################")
print(auth_r.status_code)
print(auth_r.reason)
print(auth_r.text)
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
for i in d['accounts']:
if str(i['accountType']) == "SPREADBET":
balance = i['balance']['balance']
deposit = i['balance']['deposit']
percent_used = percentage(deposit, balance)
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print(
"!!DEBUG!!...Percent of account used ..." +
str(percent_used))
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
if float(percent_used) > 70:
print("!!DEBUG!!...Don't trade, Too much margin used up already")
time.sleep(60)
continue
else:
print("!!DEBUG!!...OK to trade, Account balance OK!!")
positionMap = {}
position_base_url = REAL_OR_NO_REAL + "/positions"
position_auth_r = requests.get(
position_base_url, headers=authenticated_headers)
position_json = json.loads(position_auth_r.text)
# print("-------------Position Info-------------")
# print("#################DEBUG#################")
# print(position_auth_r.status_code)
# print(position_auth_r.reason)
# print(position_auth_r.text)
# print("-----------------DEBUG-----------------")
# print("#################DEBUG#################")
for item in position_json['positions']:
direction = item['position']['direction']
dealSize = item['position']['dealSize']
ccypair = item['market']['epic']
key = ccypair + '-' + direction
if(key in positionMap):
positionMap[key] = dealSize + positionMap[key]
else:
positionMap[key] = dealSize
print('current position summary:')
print(positionMap)
tradeable_epic_ids = find_good_epics()
shuffle(tradeable_epic_ids)
except Exception as e:
print(e)
print("!!DEBUG!!...No Suitable Epics...Yet!!, Try again!!")
continue
for epic_id in tradeable_epic_ids:
try:
base_url = REAL_OR_NO_REAL + "/prices/" + epic_id + "/DAY/5"
# Price resolution (MINUTE, MINUTE_2, MINUTE_3, MINUTE_5,
# MINUTE_10, MINUTE_15, MINUTE_30, HOUR, HOUR_2, HOUR_3,
# HOUR_4, DAY, WEEK, MONTH)
auth_r = requests.get(base_url, headers=authenticated_headers)
d = json.loads(auth_r.text)
# print("-----------------DEBUG-----------------")
# print("#################DEBUG#################")
# print(auth_r.status_code)
# print(auth_r.reason)
# print(auth_r.text)
# print("-----------------DEBUG-----------------")
# print("#################DEBUG#################")
high_prices = []
low_prices = []
mid_prices = []
close_prices = []
ATR = calculate_stop_loss(d)
remaining_allowance = d['allowance']['remainingAllowance']
reset_time = humanize_time(
int(d['allowance']['allowanceExpiry']))
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("Remaining API Calls left: " + str(remaining_allowance))
print("Time to API Key reset: " + str(reset_time))
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
for i in d['prices']:
if i['highPrice']['bid'] is not None:
highPrice = i['highPrice']['bid']
high_prices.append(highPrice)
########################################
if i['lowPrice']['bid'] is not None:
lowPrice = i['lowPrice']['bid']
low_prices.append(lowPrice)
########################################
if i['closePrice']['bid'] is not None:
closePrice = i['lowPrice']['bid']
close_prices.append(closePrice)
########################################
mid_prices.append(float(midpoint(highPrice, lowPrice)))
close_prices = numpy.asarray(close_prices)
low_prices = numpy.asarray(low_prices)
high_prices = numpy.asarray(high_prices)
mid_prices = numpy.asarray(mid_prices)
xi = numpy.arange(0, len(low_prices))
# close_prices_slope, close_prices_intercept, close_prices_r_value, close_prices_p_value, close_prices_std_err = stats.linregress(
# xi, close_prices)
# low_prices_slope, low_prices_intercept, low_prices_r_value, low_prices_p_value, low_prices_std_err = stats.linregress(
# xi, low_prices)
# high_prices_slope, high_prices_intercept, high_prices_r_value, high_prices_p_value, high_prices_std_err = stats.linregress(
# xi, high_prices)
# mid_prices_slope, mid_prices_intercept, mid_prices_r_value, mid_prices_p_value, mid_prices_std_err = stats.linregress(
# xi, mid_prices)
close_prices_slope, close_prices_intercept, close_prices_lo_slope, close_prices_hi_slope = stats.theilslopes(
close_prices, xi, 0.99)
low_prices_slope, low_prices_intercept, low_prices_lo_slope, low_prices_hi_slope = stats.theilslopes(
low_prices, xi, 0.99)
high_prices_slope, high_prices_intercept, high_prices_lo_slope, high_prices_hi_slope = stats.theilslopes(
high_prices, xi, 0.99)
mid_prices_slope, mid_prices_intercept, mid_prices_lo_slope, mid_prices_hi_slope = stats.theilslopes(
mid_prices, xi, 0.99)
# print ("#####################################################")
# print ("#####################################################")
# print
# ("#####################################################")
# print ("Please uncomment this to enable graphs for debugging")
# print ("#####################################################")
# print ("#####################################################")
# print
# ("#####################################################")
# close_prices_line = close_prices_slope * xi + close_prices_intercept
# low_prices_line = low_prices_slope * xi + low_prices_intercept
# high_prices_line = high_prices_slope * xi + high_prices_intercept
# mid_prices_line = mid_prices_slope * xi + mid_prices_intercept
# plt.plot(
# xi,
# low_prices_line,
# xi,
# high_prices_line,
# xi,
# close_prices,
# 'g--',
# xi,
# mid_prices_line)
# plt.fill_between(
# xi,
# low_prices_line,
# high_prices_line,
# facecolor='green',
# alpha=0.5)
# plt.xlabel('X Axis')
# plt.ylabel('Y Axis')
# plt.show()
# plt.clf()
# print ("#####################################################")
# print ("#####################################################")
# print
# ("#####################################################")
# print ("Please uncomment this to enable graphs for debugging")
# print ("#####################################################")
# print ("#####################################################")
# print
# ("#####################################################")
base_url = REAL_OR_NO_REAL + '/markets/' + epic_id
auth_r = requests.get(
base_url, headers=authenticated_headers)
d = json.loads(auth_r.text)
# print("-----------------DEBUG-----------------")
# print("#################DEBUG#################")
# print(auth_r.status_code)
# print(auth_r.reason)
# print(auth_r.text)
# print("-----------------DEBUG-----------------")
# print("#################DEBUG#################")
current_bid = d['snapshot']['bid']
# 1 Standard Deviation
std_dev_1_MID_HIGH = float(mid_prices_intercept +
(abs(numpy.std(mid_prices) * 1)))
# 1 Standard Deviation
std_dev_1_MID_LOW = float(mid_prices_intercept -
(abs(numpy.std(mid_prices) * 1)))
# 2 Standard Deviation
std_dev_2_MID_HIGH = float(mid_prices_intercept +
(abs(numpy.std(mid_prices) * 2)))
# 2 Standard Deviation
std_dev_2_MID_LOW = float(mid_prices_intercept -
(abs(numpy.std(mid_prices) * 2)))
# 4 Standard Deviation, Most trades exist within 2/3 Standard Deviations
# This is a check for this, Potential trade reversal (Need to
# check)
OutOfBounds_LOW = float(mid_prices_intercept -
(abs(numpy.std(mid_prices) * 3)))
# 4 Standard Deviation
OutOfBounds_HIGH = float(mid_prices_intercept +
(abs(numpy.std(mid_prices) * 3)))
if float(current_bid) > float(std_dev_2_MID_HIGH):
trade_direction = "SELL"
elif float(current_bid) < float(std_dev_2_MID_LOW):
trade_direction = "BUY"
elif float(current_bid) > float(std_dev_1_MID_HIGH):
trade_direction = "SELL"
elif float(current_bid) < float(std_dev_1_MID_LOW):
trade_direction = "BUY"
elif float(current_bid) < float(OutOfBounds_LOW):
pip_limit = 9999999 # Junk Data
stop_pips = "999999" # Junk Data
trade_direction = "NONE"
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Potential Trend Reversal....!!!!DOWN!!!!")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
elif float(current_bid) > float(OutOfBounds_HIGH):
pip_limit = 9999999 # Junk Data
stop_pips = "999999" # Junk Data
trade_direction = "NONE"
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Potential Trend Reversal....!!!UP!!!")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
else:
pip_limit = 9999999 # Junk Data
stop_pips = "999999" # Junk Data
trade_direction = "NONE"
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Within trading range...Leave!!")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
if trade_direction == "BUY":
pip_limit = int(abs(float(max(mid_prices)) -
float(current_bid)) / stop_loss_multiplier)
ce_stop = Chandelier_Exit_formula(
trade_direction, ATR, min(low_prices))
stop_pips = str(int(abs(float(current_bid) - (ce_stop))))
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...BUY!!")
print(str(epic_id))
print(
"!!DEBUG!!...Take Profit@...." +
str(pip_limit) +
" pips")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
elif trade_direction == "SELL":
pip_limit = int(abs(float(min(mid_prices)) -
float(current_bid)) / stop_loss_multiplier)
ce_stop = Chandelier_Exit_formula(
trade_direction, ATR, max(high_prices))
stop_pips = str(int(abs(float(current_bid) - (ce_stop))))
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...SELL!!")
print(str(epic_id))
print(
"!!DEBUG!!...Take Profit@...." +
str(pip_limit) +
" pips")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
elif trade_direction == "NONE":
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Trade direction is NONE")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
# Sanity Checks
esma_new_margin_req = int(
percentage_of(
ESMA_new_margin,
current_bid))
if int(esma_new_margin_req) > int(stop_pips):
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!! :- ESMA Readjustment....")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
stop_pips = int(esma_new_margin_req)
if int(pip_limit) == 0:
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Pip limit 0!!")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
trade_direction = "NONE"
if int(pip_limit) == 1:
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Pip limit 1!!")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
trade_direction = "NONE"
if int(stop_pips) > int(too_high_margin):
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("!!DEBUG!!...Stop over high margin limit, No trade!!")
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
trade_direction = "NONE"
except Exception as e:
#print(e)
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print(
"!!!DEBUG!!!...Something fucked up with the Pricing or whatever!!, IGNORE THIS!!")
#print(traceback.format_exc())
#print(sys.exc_info()[0])
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
time.sleep(10)
continue
try:
are_we_going_to_trade(
epic_id, trade_direction, pip_limit, stop_pips)
except Exception as e:
print(e)
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
print("Something fucked up with the Order!!, IGNORE THIS!!")
#print(traceback.format_exc())
#print(sys.exc_info()[0])
print("-----------------DEBUG-----------------")
print("#################DEBUG#################")
time.sleep(10)
continue
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