From 7d7478da88dfe131b344e5b7082a52acade594ac Mon Sep 17 00:00:00 2001 From: Jack Young <59127086+JackRYoung@users.noreply.github.com> Date: Thu, 6 Oct 2022 23:09:11 -0400 Subject: [PATCH 1/3] Some changes to graphing, dummy strategy --- .idea/.gitignore | 3 + .idea/backtesting.iml | 12 + .idea/inspectionProfiles/Project_Default.xml | 12 + .../inspectionProfiles/profiles_settings.xml | 6 + .idea/misc.xml | 4 + .idea/modules.xml | 8 + .idea/vcs.xml | 6 + .../__pycache__/backtest.cpython-38.pyc | Bin 0 -> 6737 bytes backtest_v2/backtest.py | 47 +- backtest_v2/demo.py | 28 +- backtest_v2/log.csv | 52719 ++++++++++++++++ 11 files changed, 52813 insertions(+), 32 deletions(-) create mode 100644 .idea/.gitignore create mode 100644 .idea/backtesting.iml create mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 backtest_v2/__pycache__/backtest.cpython-38.pyc diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..26d3352 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,3 @@ +# Default ignored files +/shelf/ +/workspace.xml diff --git a/.idea/backtesting.iml b/.idea/backtesting.iml new file mode 100644 index 0000000..8a05c6e --- /dev/null +++ b/.idea/backtesting.iml @@ -0,0 +1,12 @@ + + + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 0000000..ff8b0cc --- /dev/null +++ b/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,12 @@ + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..d1e22ec --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..217d429 --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..94a25f7 --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/backtest_v2/__pycache__/backtest.cpython-38.pyc b/backtest_v2/__pycache__/backtest.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..4cad213603b0a7c4aaee81090a3e1bba9cf8d915 GIT binary patch literal 6737 zcmbVQTW=f372X@kB}GwJ+p^`@8>dOcz!q#bNdwn)>_*L{brd&toOC0HUF|HTm6u$4 zW+|D(@+C^!w1CkRMNps@KM`1cMzEGI4uh~_!3ap4$5v^%fV&)f$U1McdK{>sn$un<5Olk(U$$zwHEDE{%+T8XDJ;#Jk8miK(qI)z+EDbU-wi!3rp`Co7>WGLw~2 zmRN;Np)^^QO`|Nc8k<2`VY9$sE-Bq`-LTt^`hTxj_!+{T$8)2K1aZaTTiuq|j;>5B$Lc$@qD8w|Vbh|G z0Lu#e2VI|8t|PW5U~W6Y3ftDU(`FK`%s%v@E^mt~vO(}N^m7d83~m7=%0Cm8GSXW} z;+M#_lvrsfv5H)kbxr1atf9wCC*p*UlElWk`$cJ z!K(-&v7_#*Ouesh3w7;4M{W>vzf#*bqryRvX3+Q$`AKDJ|PkFP#SZclhQo-H$F~UKEW~K9;Mqzf^2_GYOXc)+sb2gU5Xo2M}3&6y+rNHcAA~V z+{C;ZIIT_QT)TqSKarGvZd_Ko9R}T8y$T_A0&xwMbn0WBlbG-lWn^id6(4?%R*(Yl z7e+PNBwYB*$Zk+&1zCM2(F3o|=cr=_SyFU5P)NpSsiCzyNnvl><6dF}zK9Z?g;7#u zUf@AdNe}rkny0s%4qv1u=|;WCm-Bj3OpSp(-QnS8;I$g=wjVI4s|RSX8%If1OzCkE z0EC51QETeFwg|m?1DaKZmVKr#$(pIYs#Vo~E!VVkp-W86KdKY`h;!l= zgP8V(8EIcCJ37p*G|FUlA8BjKJ|qM3P*|S;MIeYDbZ9}?k^R26vY`#sfff@W2n17> zl#@u~t!3qR+5-asRVh^{h|YCA(N-@ey3Zc+@1p%!O=&jbQ&PD~6nDc`=i2+Ur-7`9 zzyET6V91Nx052j(jEhgcD%&n8NaI;I_<2A`3J&K^FDZL%SU?WRlj!j8VJu~ZtVyYz z8r$F|p+J6uqV^Y_g1`i=amp)fXdM!!${auFHN>{VJKjgMMTXa6j@S5v3B*XPiH;JnTc|K~pysxBO}Td!?9>Ki zd7;}(JAvzzu4{}~u$8cpuu%Fk7=6FMR}R|)^}))6T1---r&c7Ty~e+fJyL!bB!81? z%X!#f+}UH{UYoy8!^D2LT2AkXD)4I<_zX!@ktw)a=GEi4V`kO<=%nM&CQeE$7@hPu z8iy_Q^8JV}4K`%~#(gjlp39sp=g`H>E$Llc;g;t+!*&0j(V z)CJwi2_lO>P+><=TZVIt`$v;jRZA)PJZ5hp;rrS3x|T{R8K%0PQ8Nl7CuqQyz;Uyu zIv#hk#t~X3rF4$i#cDx%tbmR+wLg=~Og6q=pQ4MNoQp;ysWcjJhPnaOtBuBkt`lS< zrAC8=Zll31fa0%GMpDavKp8QPU#IMclu6M&%%l}2-jM4k=s2conC2Ptv{}YqGb@}% zU8ISRh#JmkpEAqB_&T;TSI<>hol6v4G8$arNJMgX3mAU6D7f<-! 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z9zZxnShnFH9OLxFBO?`R`)&Rv+KJu?BDe_M%}x+T!ZxU|%fgEqksk$~U7_kj`9hl3 zdubg@I_V5!8*#mDz#-eKpGa!Ns%Yed*k~UG6~T z8hM5Bb;6u3Fk5$A*T%a6_ONyMbT&QKx}I$i6#gDfDW>uFSgdn{x@#1JK@RdT>^TXp z>2Cq%Ly_voE%b4DGn%ms^e9`y(d^Pk(6yd5t1+L2qOxP#zshtBKkf)BF#U CzH&hT literal 0 HcmV?d00001 diff --git a/backtest_v2/backtest.py b/backtest_v2/backtest.py index 6948c70..b048964 100644 --- a/backtest_v2/backtest.py +++ b/backtest_v2/backtest.py @@ -161,47 +161,50 @@ def read_data(price_location, view_location): def backtest(strat_function, starting_value, prices_location, views_location, log, log_name): prices, views, names = read_data(prices_location, views_location) + #print(prices) + #print(views) + #print(names) acc = Account(starting_value, log, names, log_name) strat = Strategy(strat_function) - for ind, (price, view) in enumerate(zip(prices, views)): + for ind, (price, view) in enumerate(zip(prices, views)): if ind == 0: prev_weights = list(np.zeros(len(prices[0]))) else: prev_weights = acc.weights[-1] - acc.update(strat.allocations(prices[0: ind + 1], views[0: ind + 1], prev_weights), price) + acc.update(strat.allocations(prices[0: ind + 1], views[0: ind + 1], prev_weights), price) sharpe = acc.daily_sharpe() max_drawdown = acc.max_drawdown() calmar = acc.calmar() total_return, percent_return = acc.returns() - + if acc.log: + with open(log_name, mode='a', encoding='utf-8', newline='') as f: + writer = csv.writer(f) + [writer.writerow([idx, trade["Value"], trade["Return"], trade["Weights"]]) for idx, trade in enumerate(acc.trades)] print(f'Sharpe: {sharpe}') print(f'Max Drawdon: {max_drawdown}') print(f'Total Return: {total_return}') print(f'Percent Return: {percent_return}') - plt.plot(acc.absolute_values) - plt.xlabel = "Time" - plt.ylabel = "Portfolio Value" - - plt.figure() - - - plt.plot(np.array(acc.absolute_values[1:])/np.array(acc.absolute_values[:-1])) - plt.xlabel = "Time" - plt.ylabel = "Returns" - - plt.figure() - - plt.hist(np.array(acc.absolute_values[1:])/np.array(acc.absolute_values[:-1]), bins=50) print(f'Max Tick Return: {np.amax(np.array(acc.absolute_values[1:])/np.array(acc.absolute_values[:-1])) - 1}') print(f'Min Tick Return: {np.amin(np.array(acc.absolute_values[1:])/np.array(acc.absolute_values[:-1])) - 1}') print(f'Average Tick Return: {np.average(np.array(acc.absolute_values[1:])/np.array(acc.absolute_values[:-1])) - 1}') - if acc.log: - with open(log_name, mode='a', encoding='utf-8', newline='') as f: - writer = csv.writer(f) - [writer.writerow([idx, trade["Value"], trade["Return"], trade["Weights"]]) for idx, trade in enumerate(acc.trades)] - + fig, axs = plt.subplots(3, 1, constrained_layout=True) + axs[0].plot(acc.absolute_values) + axs[0].set_title('Portfolio') + axs[0].set_xlabel('Time') + axs[0].set_ylabel('Portfolio Value') + fig.suptitle('Visual Representation of Strategy Performance', fontsize=16) + + axs[1].plot(np.array(acc.absolute_values[1:]) / np.array(acc.absolute_values[:-1])) + axs[1].set_xlabel('Time') + axs[1].set_title('Returns (side view)') + axs[1].set_ylabel('Returns') + + axs[2].hist(np.array(acc.absolute_values[1:]) / np.array(acc.absolute_values[:-1]), bins=50) + axs[2].set_xlabel('% Return') + axs[2].set_title('Returns (front view)') + axs[2].set_ylabel('Frequency') plt.show() \ No newline at end of file diff --git a/backtest_v2/demo.py b/backtest_v2/demo.py index 4165459..f1a8c31 100644 --- a/backtest_v2/demo.py +++ b/backtest_v2/demo.py @@ -1,5 +1,7 @@ from backtest import backtest import numpy as np +import random +import pandas as pd from scipy.optimize import minimize @@ -15,20 +17,26 @@ ''' def strat_function(preds, prices, last_weights): - + #print(last_weights) prices = np.array(prices) signal = prices[:, -1][-1] - if signal == -1: - return [0, 1, 0] - if signal == 1: - return [0, 0, 0] - if signal == 0: - return last_weights - - + #print(signal) + + return [random.uniform(-1, 1), + random.uniform(-1, 1), + random.uniform(-1, 1), + random.uniform(-1, 1), + random.uniform(-1, 1), + random.uniform(-1, 1), + random.uniform(-1, 1), + random.uniform(-1, 1), + random.uniform(-1, 1)] ''' Running the backtest - starting portfolio value of 10000, reading in data from these two locations. ''' -backtest(strat_function, 10000, '../test_datasets/SEDG-ENPH-Signal.csv', '../test_datasets/SEDG-ENPH-Signal.csv', True, "log.csv") +backtest(strat_function, 2000, +'C:/Users/jacky/OneDrive/Documents/GitHub/backtesting/test_datasets/Actual.csv', +'C:/Users/jacky/OneDrive/Documents/GitHub/backtesting/test_datasets/Actual.csv', + True, "log.csv") diff --git a/backtest_v2/log.csv b/backtest_v2/log.csv index d0fdb53..210d166 100644 --- a/backtest_v2/log.csv +++ b/backtest_v2/log.csv @@ -7013,3 +7013,52722 @@ Date,Value,Return,Weights 7011,53337.65559857673,-0.00023426784941890712,"[('Close_x', 0, 0.0007741070065220851), ('Close_y', 1, -0.00023426784941890712)]" 7012,53333.489523309196,-7.810758123466554e-05,"[('Close_x', 0, 0.000632841105701525), ('Close_y', 1, -7.810758123466554e-05)]" 7013,53333.489523309196,0.0,"[('Close_x', 0, 0.0), ('Close_y', 0, -0.00041663279488913526)]" +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +Date,Value,Return,Weights +0,10000.0,0.0,"[('A', 0, 0.02092543476877815), ('B', 0, 0.006756082080920676), ('C', 0, -0.010127535362625542), ('D', 0, 0.017515606790407742), ('E', 0, 0.03581496863308263), ('F', 0, 0.01895939840732482), ('G', 0, 0.02783789207128511), ('H', 0, 0.02691025244110036), ('I', 0, 0.003554131541921918)]" +1,10000.0,0.0,"[('A', 0, -0.0034390507739429583), ('B', 0, 0.029773155914532605), ('C', 0, 0.030719368098653287), ('D', 0, 0.0314416379489264), ('E', 0, -0.017809452935279437), ('F', 0, -0.002586121830672541), ('G', 0, 0.006026252926887042), ('H', 0, -0.002289445322802583), ('I', 0, 0.010375316175774068)]" +2,10000.0,0.0,"[('A', 0, -0.03740753889149799), ('B', 0, -0.013578437824036144), ('C', 0, -0.019351191996805264), ('D', 0, 0.028290292540403328), ('E', 0, 0.023141201258646386), ('F', 0, -0.034248818634510486), ('G', 0, -0.039703917974836904), ('H', 0, -0.01185562734146362), ('I', 0, -0.003716291778942287)]" +3,10000.0,0.0,"[('A', 0, 0.015678791470202562), ('B', 0, 0.007755555061076787), ('C', 0, 0.009506550832664266), ('D', 0, -0.04617560275552809), ('E', 0, -0.04026432737482998), ('F', 0, -0.017284638201182315), ('G', 0, 0.00946205634345599), ('H', 0, 0.04048876025563557), ('I', 0, 0.003934454744673795)]" +4,10000.0,0.0,"[('A', 0, -0.006718898382858267), ('B', 0, 0.0016766349125767895), ('C', 0, 0.00031018006232058756), ('D', 0, 0.0013648360088388272), ('E', 0, -0.021736077134183504), ('F', 0, 0.0004450176026157761), ('G', 0, 0.02876286848082305), ('H', 0, 0.03696774638005101), ('I', 0, -0.008497061799453788)]" +5,10000.0,0.0,"[('A', 0, -0.00020434080602684698), ('B', 0, 0.02483653572812389), ('C', 0, 0.016078459768256167), ('D', 0, -0.016473456214989416), ('E', 0, 0.019784045626944195), ('F', 0, -0.017293261893095033), ('G', 0, 0.0038559181080806463), ('H', 0, 0.03216550106122538), ('I', 0, 0.03394478737166959)]" +6,10000.0,0.0,"[('A', 0, -0.011634403924277672), ('B', 0, -0.03012483812124225), ('C', 0, 0.0012796869343659188), ('D', 0, 0.006873405226308828), ('E', 0, 0.02546919191030706), ('F', 0, 0.021935315368930116), ('G', 0, 0.031182130627821127), ('H', 0, 0.0039005461264508584), ('I', 0, 0.007495805542019871)]" +7,10000.0,0.0,"[('A', 0, -0.011774647289454968), ('B', 0, 0.006241678550715765), ('C', 0, -0.007834415270728971), ('D', 0, 0.013509363664901393), ('E', 0, 0.018777789451771106), ('F', 0, 0.013743546799378826), ('G', 0, -0.011827074301558419), ('H', 0, -0.02356200203167538), ('I', 0, -0.0076840022184305355)]" +8,10000.0,0.0,"[('A', 0, 0.021972635720666538), ('B', 0, 0.025896265111194413), ('C', 0, 0.05242126392500594), ('D', 0, -0.03236434241637063), ('E', 0, -0.020037025005511012), ('F', 0, -0.05921756543478168), ('G', 0, 0.022927214581801324), ('H', 0, 0.011348794994644073), ('I', 0, 0.0029599425127110703)]" +9,10000.0,0.0,"[('A', 0, 0.01280577965964774), ('B', 0, 0.023090098052507873), ('C', 0, -0.014044477176698331), ('D', 0, -0.02589344768004976), ('E', 0, -0.018787465206303342), ('F', 0, -0.00949996935366562), ('G', 0, 0.04417725310146803), ('H', 0, 0.025676324470385672), ('I', 0, 0.03298365321306644)]" +10,10000.0,0.0,"[('A', 0, -0.014363695199430239), ('B', 0, -0.009353925207311866), ('C', 0, -0.02063390645120596), ('D', 0, 0.014301543042530068), ('E', 0, 0.04344926932906676), ('F', 0, 0.031425662708408124), ('G', 0, -0.0173784165117834), ('H', 0, -0.0015276767771061125), ('I', 0, 0.005564289881968565)]" 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-0.8461376808719532, 0.010278926668948394), ('E', 0.7182747653553585, -0.015718733066389108), ('F', 0.8404646887218135, -0.033599241839287995), ('G', 0.6160520641102696, 0.01339612921432532), ('H', -0.32203151313821343, 0.05440890890029158), ('I', 0.31553225941629925, 0.002159176089230641)]" +2505,178.23188489061778,0.037135173657136596,"[('A', -0.5180988974877723, -0.001111344311130121), ('B', 0.4145870489391905, -0.009557353602209847), ('C', 0.1018776021111869, -0.0009074878022437232), ('D', 0.27885915648827053, -0.00522600687724231), ('E', 0.3386772916128107, -0.005248646351506597), ('F', -0.7515009162570263, -0.015228429021438365), ('G', 0.9776196981954319, 0.03695163012861695), ('H', -0.1644663747395807, -0.022837803772351763), ('I', -0.6296202643769464, 0.011873439867085141)]" +2506,171.85799163062188,-0.03576180134047059,"[('A', -0.38593386320102585, 0.0010278201708714648), ('B', -0.4163065512490294, 0.02574930943613673), ('C', 0.05777973101688061, 0.018636297923082194), ('D', 0.015829415976043038, 0.025402629021305155), ('E', 0.19747185767329078, 0.03431322934587232), ('F', -0.4120593264414061, 0.047101694551305986), ('G', -0.947919182807041, 0.03653075720152253), ('H', 0.8823941991176336, 0.022435508106696773), ('I', -0.02715354795456837, -0.04933444101406228)]" +2507,168.61262493477926,-0.018884002222125065,"[('A', 0.2995800381564029, -0.0002154180919314348), ('B', -0.30123042786138354, -0.011013362956949812), ('C', -0.07198982937853393, 0.021978554361116193), ('D', -0.8983340478899622, 0.002329920647135847), ('E', 0.6169072284792241, -0.010368889465383908), ('F', -0.4360465302897152, -0.01881888997005314), ('G', -0.42084682167592136, -0.004246320475344885), ('H', 0.693707298706643, -0.04346427678884995), ('I', 0.7457661110901672, 0.01085248948613877)]" From 2fc2e7600a559fc65990b929b1a422cfe6d7f9fb Mon Sep 17 00:00:00 2001 From: Jack Young <59127086+JackRYoung@users.noreply.github.com> Date: Fri, 21 Oct 2022 10:53:22 -0400 Subject: [PATCH 2/3] small edit --- backtest_v2/backtest.py | 2 +- backtest_v2/log.csv | 5018 +++++++++++++++++++++++++++++++++++++++ 2 files changed, 5019 insertions(+), 1 deletion(-) diff --git a/backtest_v2/backtest.py b/backtest_v2/backtest.py index b048964..d804771 100644 --- a/backtest_v2/backtest.py +++ b/backtest_v2/backtest.py @@ -183,7 +183,7 @@ def backtest(strat_function, starting_value, prices_location, views_location, lo [writer.writerow([idx, trade["Value"], trade["Return"], trade["Weights"]]) for idx, trade in enumerate(acc.trades)] print(f'Sharpe: {sharpe}') - print(f'Max Drawdon: {max_drawdown}') + print(f'Max Drawdown: {max_drawdown}') print(f'Total Return: {total_return}') print(f'Percent Return: {percent_return}') print(f'Max Tick Return: {np.amax(np.array(acc.absolute_values[1:])/np.array(acc.absolute_values[:-1])) - 1}') diff --git a/backtest_v2/log.csv b/backtest_v2/log.csv index 210d166..1928659 100644 --- a/backtest_v2/log.csv +++ b/backtest_v2/log.csv @@ -59732,3 +59732,5021 @@ Date,Value,Return,Weights 2505,178.23188489061778,0.037135173657136596,"[('A', -0.5180988974877723, -0.001111344311130121), ('B', 0.4145870489391905, -0.009557353602209847), ('C', 0.1018776021111869, -0.0009074878022437232), ('D', 0.27885915648827053, -0.00522600687724231), ('E', 0.3386772916128107, -0.005248646351506597), ('F', -0.7515009162570263, -0.015228429021438365), ('G', 0.9776196981954319, 0.03695163012861695), ('H', -0.1644663747395807, -0.022837803772351763), ('I', -0.6296202643769464, 0.011873439867085141)]" 2506,171.85799163062188,-0.03576180134047059,"[('A', -0.38593386320102585, 0.0010278201708714648), ('B', -0.4163065512490294, 0.02574930943613673), ('C', 0.05777973101688061, 0.018636297923082194), ('D', 0.015829415976043038, 0.025402629021305155), ('E', 0.19747185767329078, 0.03431322934587232), ('F', -0.4120593264414061, 0.047101694551305986), ('G', -0.947919182807041, 0.03653075720152253), ('H', 0.8823941991176336, 0.022435508106696773), ('I', -0.02715354795456837, -0.04933444101406228)]" 2507,168.61262493477926,-0.018884002222125065,"[('A', 0.2995800381564029, -0.0002154180919314348), ('B', -0.30123042786138354, -0.011013362956949812), ('C', -0.07198982937853393, 0.021978554361116193), ('D', -0.8983340478899622, 0.002329920647135847), ('E', 0.6169072284792241, -0.010368889465383908), ('F', -0.4360465302897152, -0.01881888997005314), ('G', -0.42084682167592136, -0.004246320475344885), ('H', 0.693707298706643, -0.04346427678884995), ('I', 0.7457661110901672, 0.01085248948613877)]" +Date,Value,Return,Weights +0,1978.1663372497949,-0.010916831375102555,"[('A', 0.5778058658162348, 0.02092543476877815), ('B', -0.4405176221687994, 0.006756082080920676), ('C', 0.8407080299237228, -0.010127535362625542), ('D', 0.4583356862397123, 0.017515606790407742), ('E', -0.5821751595768725, 0.03581496863308263), ('F', 0.38840556959230255, 0.01895939840732482), ('G', -0.5340016651296433, 0.02783789207128511), ('H', 0.37697305184043084, 0.02691025244110036), ('I', 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0.718736979516712, 0.021978554361116193), ('D', 0.9415666015597128, 0.002329920647135847), ('E', 0.6700259559225363, -0.010368889465383908), ('F', -0.5316503876861964, -0.01881888997005314), ('G', -0.4674569907957844, -0.004246320475344885), ('H', -0.35915061316927366, -0.04346427678884995), ('I', 0.023137383403617928, 0.01085248948613877)]" From 95c0057919aeebdff5d4a4902bdc9374c8dd5dc2 Mon Sep 17 00:00:00 2001 From: Jack Young <59127086+JackRYoung@users.noreply.github.com> Date: Fri, 21 Oct 2022 10:57:08 -0400 Subject: [PATCH 3/3] data gen time_series_data gets generated now, graph that csv in fluorish for PnL v Time --- .../__pycache__/backtest.cpython-38.pyc | Bin 6737 -> 6814 bytes backtest_v2/backtest.py | 6 + backtest_v2/log.csv | 2509 ++++++++++++++++ backtest_v2/time_series_data.csv | 2510 +++++++++++++++++ 4 files changed, 5025 insertions(+) create mode 100644 backtest_v2/time_series_data.csv diff --git a/backtest_v2/__pycache__/backtest.cpython-38.pyc b/backtest_v2/__pycache__/backtest.cpython-38.pyc index 4cad213603b0a7c4aaee81090a3e1bba9cf8d915..e16b4d3aad903dd71adf28d938d51090ea650f36 100644 GIT binary patch delta 208 zcmca;GS8GRl$V!_0SLZq3Q9It*~sTB#3updg2b4CxL9j*rjRhROo_?@)f&z$iG_@{ z;x*z6)KZidGBPrxFa$GbDo<__z0Jetn^>XXQj}Ppl3%_#L(G~{qDrJBGdDH9IJGD< zwKzT{u_RG1xwuSIeezQAn^HyIK*OUrU4Wu)MTxnoQEVmo@gQl5$qf=aSfZF*+$LK{ t$}t8^4wv*-;$Y@sE{Xu^&=k1Enpc`zP+6n{LJfkq(eo!~`Nh21iX6l