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gocryptotrader/backtester/report/tpl.gohtml
Scott 46f71952f9 Feature: GoCryptoTrader Backtester (#622) 
* Backtester: event handler completed, basic back tester support is working

* Backtester: support for ticker data added, general code clean up, start of risk & size manageR

* Backtester: WIP

* Me: I am going to write tests and comment as I go this time, also me: doesn't write any tests or comments as i go

* Backtester: work on orderbook system to track orders, increased test coverage

* Backtester: further test coverage, output json, start of js chart output

* Backtester: test coverage, output strat name

* Backtester: WIP

* WIP backtest charts

* WIP on template

* Backtester: further test coverage added

* Backtester: WIP

* backtester: attempting easier to read template for backtesting output

* comments, and tests

* Backtester: end of day WIP started work on risk management for handling leveraged positions

* Backtester: WIP

* Backtester: started heavy documentation phase for handover

* Backtester: started heavy documentation phase for handover

* Backtester: further comments, also work on making chart solution modular to allow for usage outside backtester (e.g OHCLV data)

* Backtester: CHART LIBRARY

* Backtester: move backtester over to new chart library

* Backtester: removed old chart templates, template updates

* Chart: add advancedintervaldata, convert from stats -> chart

* Chart: gctscript hookup to generate chart from OHLCV data

* Chart: reworked template to load from generated data if no template path is set

* chart: template wip

* correclty generate backtester readme, readme generation for charts, chart data generation

* Removed old read file methods

* Removed chart library from backtest as its now standalone

* Remove reference to unfinish TA code. Removes value calculation from order signal. It belongs with portfolio signal

* regen

* Re-jiggles everything around to not have import cycle issues and makes it look like a normal application

* End of day commit creates a new function to setup a backtester from a settings struct. Doesn't work though lol

* Builds up more backtest work to allow to be run from the command line

* Regen RPC

* End of day mind mine field of RSI calculation5

* Finishes basic main.go application

* Minor updates while theorising

* Rearranging things like the size and data types. Adds portfolio setup like a normal human. Allows positions to be decimal based since this is for CRYPTOCURRENCIES :o

* Moves code around to related positions. Adds compatibility to ordermanager to handle order submission. Fails to do things

* End of day commit. Adding config based loading for indiviual strats. Attempting to allow for multiple cps per strategy as well as loading fees

* End of day commit. Expanding config definition and loading implementation. Attempting to setup backtester wide multi currency support in a strategy.

* Moves risk, attempts to revert multi currency, but also supports more in depth multi currency for later...... in the portfolio

* End of day commit for realsies. Updates the strat and sets the invalid backtester

* No more panics. Finishes config loading. Renames buyandhold to dollarcostaverage

* Extends strategy to include a reason why its performing an action. Adds 420blazeit.strat. Expands statistics output. Moves folders around some more. Reduces amount of processing when "DO NOTHING" is the direction

* Commit before home time. Looks to expand the order manager to cater to the backtester. Fleshes out risk manager to think about leverage and holdings in other currencies

* Some basic expanding of strategy definitions. Changes weird package naming.

* Expands size and risk validations. Expands config settings for the validation. Starts looking at loading from live data source

* Merge branch 'master' into backscratcher

* Work towards having backtester load data

* Adds support and tests for all data source loading except for LIVE

* Some basic additions looking to append to data streams instead of load all at once, for the purpose of live data analysis

* End of day commit where I broke functions

* Adds live backtesting

* Adds FANCY MATHS to correctly size orders before  slippage. Rearranges minmaxing in config and strats

* Prints out initial settings. Creates a lame slippage calculator. Ensures that order price/amounts respect OHLCV data. Adds customisable config variables that can influence a strategy

* Fixes minor issues with rendering. Fixes portfolio buying and selling now

* ALL OVER THE PLACE END OF DAY COMMIT! In order to expand stats, thing must be tracked appropriately, which they arent. Here we add the addition of a compliance.go to track orders specifically. This will allow for the holdings manager to keep track of base stats such as how much we hold versus whats in use along with profits Compliance holds snapshots of every tick and what orders were there across exchanges. Also added a random slippage calculator which will allow a user to set their own slippage rates

* Another fun end of day commit where nothing works. In order to have accurate stats, you need accurate positions, to have accurate positions you need to break things down to individual levels and store them. This is part of that process of ensuring that we can have multiple settings and everything processed appropriately.

* Finalises multi currency config and support at most levels with exception to data loading.
Simplifies some struct property definitions by removing redundancy
Allows tracking of entire portfolio snapshots after each interval to track the entire process
Lowercases use of exchange names

* Sets the different prices to track across time. Attempts to sort out compliance snapshots

* end of day commit. Moving compliance to the portfolio to manager and track all transactions at each interval.

* Moves compliance calculation to portfolio.go. Adds a nice little decorator on the compliance manager orders to keep track of slippage, cost basis, volume adjusted price and close price. Moves "positions" to "hodlings" to be more accurate. Ensures exchange value calculations are accurate. Begins looking at Statistics and hodlings

* Moves statistics to eventhandlers. Removes ticker work as not needed. Redefines hodler properties

* hodlings are actually part of the portfolio

* Renamed 420blazeit.strat file. Renamed hodlings to holdings. Moved Datahandler to data_types.go. Expanded holdings calculations, doesn't work, but we're getting somewhere. Renamed bad var names in backtest.go. Added new order side types to highlight lack of action reasons

* Adds tests for holdings to ensure that holding snapshot calculation is accurate for the length of a strategy. Removes portfolio.Funds because its now handled via the holdings snapshots. Adds helper functions to Holding snapshots to retrieve relevant holdings. Updates sizing calculation to properly handle sell events. Expands holdings definitions to allow for comparison. Expands risk calculations to include holding snapshots so as to analyse all positions simultaneously

* Changing the statistics results to consider all datas, with the ultimate goal to replace the current statistics package with this multi currency output

* Made "Why" more generic. Expands statistics output. Removes time tying to stats map. Moves order event to correct location. Removes some debug lines.

* Adds some raw funky drawdown statistics 🎉

* End of day commit. experimentation leaves little code changes

* An attempt at expanding statistics. Need to have ones dedicated to exchange, asset, pair. Early work for having global map to track all the asset things to minimise all the maps throughout the application

* 🎉 ADDS MULTI CURRENCY SUPPORT TO FOR THE BACKTESTER 🎉 Can either execute strategies by assessing multiple currencies individually, or as a group and make strategic decisions on what currency to signal in. Adds new strat files to demonstrate

* End of day shenanigans. Moving codes around, making more fun stats. Expanding DCA strat to check if DCA is better than the market longer term

* Adds sharpe ratio and total stats for final output if more than one currency is considered

* Adds sortino ratio and test for validation

* Adds information ratio

* Adds calmar ratio

* Adds CAGR

* Slims down the statistics file to only include my work. Updates everything to use interfaces rather than direct code references to make it easier to swap out codes. Begins looking at serialising statistics for reports

* More neatening. Removal of old FAKE tests. Can now output a report in JSON

* End of day commit. Creation of reporting. Uses tradingview charting library and some basic bootstrap CDN to render content nicely. Will be updating everything to have a special kline item to annotate chart results

* Minor formatting changes before all the reviews

* End of day commit. Expands reporting to have an enhanced candle. These candles contain metadata on whether an order has been placed and to mark charts appropriately. This will be expanded to have all the stats and make it pretty

* Extra code I forgot to commit!

* Fixes an issue where data cannot render above 1,100 candles by stopping it from rendering more than that..

* End of day commit. There is no inclusivity with candle requests and I cant figure it out right now.

* Fixes issue with missing data by adding events when data isnt present and classifying it. Adds new way for klines to verify data with a bit more clarity

* Completes report generation

* Improves cagr. removes butts. Replaces old kline function with new supercalc

* Adds readme templates and files across whole backtester. Renames 420rsi to more appropriate name. Moves interfaces to common

* Some extra documentation

* New header

* Adds some nice coverage to backtest.go. Updats readmes to use new backtester header template

* End of day crappy test commit

* Adds report coverage... Somewhat. Adds template path and output path to allow custom properties and easier testing. Fixes interface duplication

* Adds some lame tests.

* Fixes test

* Adds coverage to the exchange event handler

* Minor test changes

* Fixes slippage calculations based on buying and selling. Adds more tests to compliance and holdings

* Rejiggles risk assessment to properly consider leverage if it were ever to be implemented fully. Removes bot dependency and adds coverage to the risk package

* Expands coverage to sizing

* Rejiggles code to add coverage for the portfolio package and its compatriots.

* Adds additional testing to the backtester along with some data gathering tests

* Tried and failed attempt to expand testing for the database.

* Adds testing for kline, data, statistics

* into the 70%s of coverage! Adds tests for base, DCA, statistics

* Adds test coverage of strategies

* Adds test coerage to statistics. updates template generation to not require CurrencyStatistics to have EAP. Removes EAP from currencystatistics

* Adds coverage to currencystatistics.go BUT ITS NOT COMPLETE

* 86% coverage wow. Fixes 2 tests

* Fixes data races due to engine dependency craziness. Changes order manager to not have a global dependency

* Completes currencystatistics test coverage

* Some linting fixes

* Adds new documentation to the bakctester config. Updates how risk leverage/ratios work with a single map.

* Minor documentation changes. Its difficult to describe how it all works

* Redefines strats and strat tests. Adds some really light documentation

* Updates some basic documentation.

* Fixes lazy bugs

* Fixes bug in fill event processing. Fixes bug in statistics crashing. Fixes report generation. Fixes multi-currency processing to still process non-errored signals

* More documentation.

* Fixes ALL LINTING ISSUES

* Cuts off unnecessary limbs/interface functions. linting. Adding comments to all functions. Adding ability to use whalebomb to calculate slippage for live orders. Adds testing for it too. Simplifies adding events to statistics.

* Removes a weird overlap of holding features that made no sense and the writer of those functions should be ASHAMED. Adds additional documentation

* Fixes issue with data being outside ranges. Adds some extra validation to areas where people can mess around. Makes generating configs easier with consistent dates. Adds more documentation. Cleans up okex/okcoin implementation to some functions since people aren't understanding that they share a based okgroup and that anything that is the same between two functions only needs to be written once...................... Also fixes some bad gct script code

* Updated image and slight change to readme

* Removes unused code. Fixes up verbose and removes old comment

* Fixes issues with data validation for other data sources. Fixes bad reference in template

* Fixes missing data problem for last candle considered missing. Fixes issue where fill order crashes when sizing error occurs. Adds documentation

* Fixes issue with drawdown calculations. Fixes live data usage

* Adds some comments for good measure

* Default strat fix

* Fixes surprise linting issues

* gofmt

* New linting issue with every commit

* Fixes testing. Adds new config setting to set a custom gocryptotrader config path. Updates config tests to use dryrun. Results now include the nickname in the file for easier identification

* Fixes live testing bitstamp. Fixes some template issues. Adds comments.

* Updates max drawdown calculation to go peak vs trough. Fixes minor return issue. Removes unnecessary Data implementations. Removes weird verbose false. Fixes holdings calculations for boughtvalue. Removes Swingholder and just uses Swing. Fixes time calculation issue in kline

* End of day commit that breaks things. Fixes issue with documentation generation only going one space deep. Adds exchange name to warnings of missing candle data. Renames missing candle data function. Adds some testing to kline functions. Adds new ability to size modified orders to portfolio allowance. Addresses defer close and other small nits. Fixes slow loop

* End of day commit. There are too many mini changes to list. DateType to int. Default switch case. Returning earlier. Nil returns instead of ok. High low price in data, now used in max drop down. Missing data shown in the report.

* End of day commit moving things from stats to maths.

* Move the rest to math package and add testing

* Ammends slippage calculations for live. Adds sizing funds to order event. Improves CAGR calculation

* Mini fix commit for test

* End of day mini change for documentation

* Fixes in documentation and expanded error messages. Pretties up the report

* minor adjustments to sharpe ratio and other ratio calculations

* Fixes test by taking it out back. linting

* Fixes tests

* Fixes some tests, addresses some poor nits

* More test and lint fixes

* Fixes binance translation issue

* Further craziness into reducing the concurrent test issues

* lint

* Mini fix

* Geometric average added and tested. Adjusts application to support it. End of day experiementation with negative geometric mean. Fixes typo in currencystatistics package name

* Fixes geometric calculation. Adds sweet CMD logo

* fixes geometric mean 😆 can now disable logo output if you hate everything good in life

* lint

* Should fix test in appveyor by not being nil

* Fixes chance of getting no trades error. Maybe making nil events in the test will stop this poorly formed appveyor error

* Forgotten Y tail

* Check-ch-check-check-check-ch-check it out, minimising stutter is what its all about... Also provides more verbose error messages

* de-ooopsies the whoopsie

* Attempts to further address race issues when using global logs during start stop process

* Includes a copy of the logger itself when logging so that no log.Debug action can create a data race upon being changed globally

* Reduces bot usage further

* Removes sharpie from b-acktester

* comments, renames and bears, oh my!

* Fixes git merge issues/tests. Splits average calculation into their own functions. Clarifies math function and sell position comments. Removes taker fee from final report. Adds warning when maker and taker aren't appropriately set. Fixes config testing issue where the config was saved when running exchange_template tests. Adds new test to ensure the testconfig isn't changed unnecessarily

* More why to reason

* Remove test due to hash discrepancy.

* Updates maths to use errors. Updates tests to support it.

* Fixes error handling for some packages. Uses position value instead of position size. Fixes leverage ratio work. Removes extra binance windows

* Removes references to "multi currency" to shiny new verbiage "simultaneous processing"

* Fixes issue with extra data be appended and then declared missing

* Removes redundant code via code removal

* Does a larger transition to using error types. Addresses math related nits

* eat a mint while you lint

* Completes err definition sweep

* replaces over 80 instances of the same typo!

* Renames more properties with Maximum ratios. Adds examples to config readme. Updates config maker takers. Adds cool kline error

* Adds 'InclusiveEndDate' config property to API and Database datas. Adds testing for it. Updates readme for it

* splint

* Minor naming fix. Minor drawdown fix. Attempts to lower the bot usage when heaps of candles are requested.

* Large data set processing improvements

* Speeds up backtesting processing. Ensures rate limits are set

Processing of most events is done in a linear fashion. So functions that
relied on checking an events time for example, will now check the latest
before processing every interval. The functions will still work normally
in the event that someone wishes to use them out of order, but for
general backtesting, it greatly speeds up all processing.

Further, rather than comparing times all the time, I've introduced
offsets for comparisons of ints for events and with candle data tests

* Fixes build issue

* Adds committed funds stat. Adds config goal

Committed funds are calculated as the total amount of money currently in position
It allows for a strategist to get the maximum returns for the smallest funds

The goal function is to allow a strategist to set a goal description

* Fixes data race

* Adds unfinished config builder application

* End of day broken commit

I focussed on too many things at once and there are many things left to resolve

* Fixees panics

* Finishes config builder

* Fixes order manager start/stop. Improves config manager

* Fixes writefile reference

* Adds some extra readme

* Makes a more user friendly config builder. Fixes initial nil. Adds more order size reasons

* lint

* Adds warnings for when data is missing and ratios will be skewed

* bodMISSED bodmas

* Does not consider initial entry in performance calculations

Adds strategy description field
Adds cost basis to chart
Fixes time rendering on default configs

* Fixes bug in ratio calculations

* saveConfig := !(!false != !true) == true

* lint

* Fixes start end single day drawdowns. Expands cmd drawdown explanation

* Comment on rounding, updated report rounding

* Addresses readme link issues

* Actually fixes readme references

* Should truly solve readme links....

* Includes filename for report log

* Fixes panics, reduces csv trade candle size, no more science

* Removes more science

* test123

* Adds extra config validation

* Fixes the date validation

* Shows smaller fees

* Changes perfectly cromulent error message to start >= end

Co-authored-by: Andrew Jackson <andrew@disvelop.net>
2021-03-22 09:26:17 +11:00

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431.6213 210.96092 432.58189 211.15183 433.05078 211.25 C 433.51967 211.34812 434.47831 211.54471 435.18164 211.68555 C 437.14662 212.07905 438.23941 212.53518 438.79492 213.19531 C 439.73807 214.31619 439.72276 214.67705 438.48633 220.73438 C 438.39071 221.20326 438.10256 222.73783 437.8457 224.14453 C 437.58907 225.55125 437.30025 227.08577 437.20508 227.55469 C 437.10983 228.02358 436.91808 228.98414 436.7793 229.6875 C 436.64021 230.39084 436.44842 231.34946 436.35352 231.81836 C 436.25827 232.28726 435.97174 233.82181 435.71484 235.22852 C 435.45821 236.63522 435.16939 238.16977 435.07422 238.63867 C 434.97897 239.10757 434.78722 240.06617 434.64844 240.76953 C 434.50935 241.47287 434.31756 242.43344 434.22266 242.90234 C 434.12741 243.37124 433.83889 244.9058 433.58203 246.3125 C 433.3254 247.7192 433.03853 249.25375 432.94336 249.72266 C 432.84812 250.19156 432.65636 251.15018 432.51758 251.85352 C 432.37849 252.55688 432.1867 253.51547 432.0918 253.98438 C 431.99655 254.45327 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258.80739 401.18555 259.09961 C 400.77524 259.3918 400.10363 259.8721 399.69336 260.16602 C 399.28305 260.45991 398.61339 260.93826 398.20312 261.23047 C 397.79283 261.52266 397.15661 261.978 396.79102 262.24219 C 396.42554 262.50638 395.4295 263.20293 394.57812 263.78906 C 393.72668 264.37519 392.73079 265.07175 392.36523 265.33594 C 391.99975 265.60013 391.36535 266.0535 390.95508 266.3457 C 390.54481 266.63794 389.8732 267.11819 389.46289 267.41211 C 389.05259 267.70601 388.38101 268.18629 387.9707 268.47852 C 387.5604 268.77071 386.89074 269.24905 386.48047 269.54297 C 386.07016 269.83686 385.39855 270.31715 384.98828 270.60938 C 384.57798 270.90156 383.90636 271.38185 383.49609 271.67578 C 383.08579 271.96968 382.41417 272.44803 382.00391 272.74023 C 381.5936 273.03243 380.92202 273.51271 380.51172 273.80664 C 380.10145 274.10054 379.4298 274.58083 379.01953 274.87305 C 378.60923 275.16524 377.97497 275.61863 377.60938 275.88281 C 377.24389 276.147 376.24789 276.84356 375.39648 277.42969 C 374.54506 278.01582 373.54914 278.71238 373.18359 278.97656 C 372.818 279.24075 372.18372 279.69606 371.77344 279.98828 C 371.36314 280.28051 370.69154 280.75883 370.28125 281.05273 C 369.87095 281.34663 369.19935 281.82694 368.78906 282.11914 C 368.37878 282.41134 367.70716 282.88967 367.29688 283.18359 C 366.88659 283.47749 366.21497 283.9578 365.80469 284.25 C 365.3944 284.5422 364.72279 285.02248 364.3125 285.31641 C 363.90221 285.6103 363.23255 286.08864 362.82227 286.38086 C 362.41198 286.67309 361.77572 287.1284 361.41016 287.39258 C 361.0446 287.65677 360.04868 288.35333 359.19727 288.93945 C 358.34584 289.52559 357.35188 290.22019 356.98633 290.48438 C 356.62073 290.74855 355.98451 291.20387 355.57422 291.49609 C 355.16392 291.78829 354.49231 292.26859 354.08203 292.5625 C 353.67174 292.8564 353.00013 293.3367 352.58984 293.62891 C 352.17956 293.9211 351.5099 294.39943 351.09961 294.69336 C 347.07321 297.57766 346.37546 297.99805 345.61133 297.99805 C 344.23404 297.99805 344.34496 298.10181 334.6875 287.65039 C 332.8705 285.684 330.47301 283.09998 329.35938 281.9082 C 328.24575 280.71641 325.94392 278.22084 324.24414 276.36328 C 322.54439 274.50573 320.24255 272.01257 319.12891 270.82227 C 318.01528 269.63195 315.71345 267.1388 314.01367 265.28125 C 306.70509 257.29423 305.97933 256.63926 304.79102 256.9375 C 304.51556 257.00674 298.32552 261.02232 291.03516 265.86133 C 278.37552 274.26419 258.46652 287.44051 245.32617 296.11328 C 239.68248 299.83818 239.10682 300.16869 238.08008 300.25781 C 237.38972 300.31779 236.78768 300.25045 236.50195 300.08203 C 235.58577 299.54135 235.07031 298.63089 235.07031 297.55664 C 235.07031 296.20864 235.20818 296.0514 242.92383 288.51367 C 246.40359 285.11412 260.93556 270.72727 275.2168 256.54297 C 289.49804 242.35869 303.9666 228.04405 307.36914 224.73242 C 313.42906 218.83449 313.57311 218.71094 314.42773 218.71094 C 315.62228 218.71094 316.61649 219.38775 318.38672 221.40625 C 319.19394 222.32666 320.91422 224.19007 322.20898 225.54688 C 323.50373 226.90367 326.14584 229.72366 328.08008 231.81445 C 330.0143 233.90522 332.69879 236.78577 334.04688 238.21484 C 335.39497 239.64393 338.17707 242.61692 340.22852 244.82227 C 348.70674 253.93647 349.2689 254.42525 350.52148 253.77539 C 351.04476 253.50391 351.94975 252.95924 366.44531 244.17969 C 370.95851 241.44619 378.24661 237.0364 382.64258 234.37891 C 394.90552 226.96546 394.15234 227.48837 394.15234 226.375 C 394.15234 225.89723 391.66581 221.92177 389.35742 218.70898 C 388.48012 217.48791 380.98623 206.22236 380.75391 205.77539 C 380.08221 204.48301 380.85066 202.65859 382.29883 202.10742 C 382.50716 202.02814 382.76362 201.97581 383.07617 201.95117 C 383.31058 201.9327 383.57589 201.93055 383.875 201.94336 z "
transform="matrix(0.26458333,0,0,0.26458333,0,164.70834)" id="path12" />
</g>
<g inkscape:groupmode="layer" id="layer2" inkscape:label="G" />
<g inkscape:groupmode="layer" id="layer3" inkscape:label="gocryptotrader" />
<g inkscape:groupmode="layer" id="layer4" inkscape:label="uparrow" style="display:inline" />
<g style="display:inline" inkscape:label="uparrow copy" id="g5342" inkscape:groupmode="layer" />
</svg>
<strong>GoCryptoTrader Backtester Report</strong></a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent"
aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav nav-flex-icons">
<li class="nav-item">
<a href="https://join.slack.com/t/gocryptotrader/shared_invite/enQtNTQ5NDAxMjA2Mjc5LTc5ZDE1ZTNiOGM3ZGMyMmY1NTAxYWZhODE0MWM5N2JlZDk1NDU0YTViYzk4NTk3OTRiMDQzNGQ1YTc4YmRlMTk" target="_blank" class="nav-link">
<i class="fab fa-slack"></i>
</a>
</li>
<li class="nav-item">
<a href="https://github.com/thrasher-corp/gocryptotrader/" target="_blank" class="nav-link"><i class="fab fa-github"></i></a>
</li>
</ul>
</div>
</nav>
</header>
<div class="container" style="max-width: 90%">
<div >
<h1>{{.Statistics.StrategyName}}</h1>
<h2 >{{.Config.Nickname }}</h2>
<h3>Results</h3>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-dark">
<h2 class="px-4 card-header-title white-text">Executive Summary</h2>
</div>
<div class="card-body card-body-cascade">
<h4>Goal</h4>
<p>{{.Config.Goal}}</p>
<h5>Strategy Description</h5>
<p>{{.Statistics.StrategyDescription}}</p>
{{ if or .Config.DataSettings.APIData .Config.DataSettings.DatabaseData }}
<table class="table table-hover table-bordered table-striped">
<tbody>
{{ if .Config.DataSettings.APIData}}
<tr>
<td><b>Start Date</b></td>
<td>
{{.Config.DataSettings.APIData.StartDate}}
</td>
</tr>
<tr>
<td ><b>End Date</b></td>
<td>
{{.Config.DataSettings.APIData.EndDate}}
</td>
</tr>
<tr>
<td ><b>Interval</b></td>
<td>
{{.Config.DataSettings.Interval}}
</td>
</tr>
{{end}}
{{ if .Config.DataSettings.DatabaseData}}
<tr>
<td ><b>Start Date</b></td>
<td>
{{.Config.DataSettings.DatabaseData.StartDate}}
</td>
</tr>
<tr>
<td ><b>End Date</b></td>
<td>
{{.Config.DataSettings.DatabaseData.EndDate}}
</td>
</tr>
<tr>
<td ><b>Interval</b></td>
<td>
{{.Config.DataSettings.Interval}}
</td>
</tr>
{{if .Statistics.WasAnyDataMissing}}
<tr>
<td ><b>Was any data missing?</b></td>
<td class="bg-warn" >{{ .Statistics.WasAnyDataMissing}}</td>
</tr>
{{end}}
{{end}}
</tr>
</tbody>
</table>
{{ end }}
{{ if or .Config.DataSettings.CSVData .Config.DataSettings.LiveData }}
<table class="table table-hover table-bordered table-striped">
<tbody>
<tr>
<td ><b>Interval</b></td>
<td>
{{.Config.DataSettings.Interval}}
</td>
</tr>
</tbody>
</table>
{{ end }}
<table class="table table-hover table-bordered table-striped">
<thead>
<th>Exchange</th>
<th>Asset</th>
<th>Currency</th>
<th>Starting funds</th>
<th>Resulting funds</th>
<th>Did it make profit?</th>
<th>Did it beat the market?</th>
<th>Strategy Movement</th>
<th>Market Movement</th>
</thead>
<tbody>
{{ range $exchange, $unused := .Statistics.ExchangeAssetPairStatistics}}
{{ range $asset, $unused := .}}
{{ range $pair, $unused := .}}
<tr>
<td>{{ $exchange}}</td>
<td>{{ $asset}}</td>
<td>{{ $pair}}</td>
<td>${{ printf "%.8f" .FinalHoldings.InitialFunds }} {{.FinalHoldings.Pair.Quote}}</td>
<td>${{ printf "%.8f" .FinalHoldings.TotalValue }} {{ .FinalHoldings.Pair.Quote}}</td>
<td>{{ gt .FinalHoldings.TotalValue .FinalHoldings.InitialFunds }}</td>
<td> {{ gt .StrategyMovement .MarketMovement }}</td>
<td>{{ printf "%.2f" .StrategyMovement }}%</td>
<td>{{ printf "%.2f" .MarketMovement }}%</td>
</tr>
{{end}}
{{end}}
{{end}}
</tbody>
</table>
</div>
</div>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-primary">
<h2 class="px-4 card-header-title white-text">Config</h2>
</div>
</div>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-secondary">
<h2 class="px-4 card-header-title white-text">Strategy Settings</h2>
</div>
<div class="card-body card-body-cascade ">
<table class="table table-hover table-bordered table-striped">
<tbody>
<tr>
<td><b>Strategy name</b></td>
<td>{{.Config.StrategySettings.Name}}</td>
</tr>
<tr>
<td><b>Is multi currency</b></td>
<td>{{.Config.StrategySettings.SimultaneousSignalProcessing}}</td>
</tr>
<tr>
<td><b>Custom settings</b></td>
<td>{{.Config.StrategySettings.CustomSettings}}</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-info">
<h2 class="px-4 card-header-title white-text">Currency Settings</h2>
</div>
<div class="card-body card-body-cascade ">
<table class="table table-hover table-bordered table-striped">
<thead>
<th>Exchange Name</th>
<th>Asset</th>
<th>Currency Base</th>
<th>Currency Quote</th>
<th>Initial Funds</th>
<th>Buy side Min Amount</th>
<th>Buy side Max Amount</th>
<th>Buy side Max Total</th>
<th>Sell side Min Amount</th>
<th>Sell side Max Amount</th>
<th>Sell side Max Total</th>
<th>Min Slippage Percent</th>
<th>Max Slippage Percent</th>
<th>Taker Fee</th>
<th>Maximum Holdings Ratio</th>
</thead>
<tbody>
{{ range .Config.CurrencySettings}}
<tr>
<td>{{.ExchangeName}}</td>
<td>{{.Asset}}</td>
<td>{{.Base}}</td>
<td>{{.Quote}}</td>
<td>{{ printf "$%.8f" .InitialFunds}} {{.Quote}}</td>
<td>{{.BuySide.MinimumSize}} {{.Base}}</td>
<td>{{.BuySide.MaximumSize}} {{.Base}}</td>
<td>${{printf "%.8f" .BuySide.MaximumTotal}} {{.Quote}}</td>
<td>{{.SellSide.MinimumSize}} {{.Base}}</td>
<td>{{.SellSide.MaximumSize}} {{.Base}}</td>
<td>${{printf "%.8f" .SellSide.MaximumTotal}} {{.Quote}}</td>
<td>{{.MinimumSlippagePercent}}%</td>
<td>{{.MaximumSlippagePercent}}%</td>
<td>{{.TakerFee}}</td>
<td>{{.MaximumHoldingsRatio}}</td>
</tr>
{{end}}
</tbody>
</table>
</div>
</div>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-secondary">
<h2 class="px-4 card-header-title white-text">Portfolio Settings</h2>
</div>
<div class="card-body card-body-cascade ">
<table class="table table-hover table-bordered table-striped">
<thead>
<th>Can Use Leverage</th>
<th>Max Leverage Rate</th>
<th>Max Orders With Leverage Ratio</th>
<th>Buy side Min Amount</th>
<th>Buy side Max Amount</th>
<th>Buy side Max Total</th>
<th>Sell side Min Amount</th>
<th>Sell side Max Amount</th>
<th>Sell side Max Total</th>
</thead>
<tbody>
<tr>
<td>{{.Config.PortfolioSettings.Leverage.CanUseLeverage}}</td>
<td>{{.Config.PortfolioSettings.Leverage.MaximumLeverageRate}}</td>
<td>{{.Config.PortfolioSettings.Leverage.MaximumOrdersWithLeverageRatio}}</td>
<td>{{.Config.PortfolioSettings.BuySide.MinimumSize}}</td>
<td>{{.Config.PortfolioSettings.BuySide.MaximumSize}}</td>
<td>${{printf "%.8f" .Config.PortfolioSettings.BuySide.MaximumTotal}}</td>
<td>{{.Config.PortfolioSettings.SellSide.MinimumSize}}</td>
<td>{{.Config.PortfolioSettings.SellSide.MaximumSize}}</td>
<td>${{printf "%.8f" .Config.PortfolioSettings.SellSide.MaximumTotal}}</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-info">
<h2 class="px-4 card-header-title white-text">Statistics Settings</h2>
</div>
<div class="card-body card-body-cascade ">
<table class="table table-hover table-bordered table-striped">
<thead>
<th>Risk-Free Rate</th>
</thead>
<tbody>
<tr>
<td>{{.Config.StatisticSettings.RiskFreeRate}}</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div>
<div class="card card-cascade narrower">
<div class="view view-cascade bg-success">
<h2 class="px-4 card-header-title white-text">Charts</h2>
</div>
<div class="card-body card-body-cascade ">
{{ range .EnhancedCandles}}
{{ if .IsOverLimit}}
<p>Note: Number of candles processed is higher than chart can render. Only showing the first 1,100</p>
{{end}}
<div id="{{.Exchange}}{{.Asset}}{{.Pair}}" >
<h3>{{.Exchange}} {{.Asset}} {{.Pair}}</h3>
<script>
var chart = LightweightCharts.createChart(document.getElementById("{{.Exchange}}{{.Asset}}{{.Pair}}"), {
width: 1200,
height: 800,
layout: {
backgroundColor: '#000',
textColor: 'rgba(255, 255, 255, 0.9)',
},
grid: {
vertLines: {
color: 'rgba(197, 203, 206, 0)',
},
horzLines: {
color: 'rgba(197, 203, 206, 0)',
},
},
crosshair: {
mode: LightweightCharts.CrosshairMode.Normal,
},
rightPriceScale: {
borderColor: 'rgba(197, 203, 206, 0.8)',
},
timeScale: {
borderColor: 'rgba(197, 203, 206, 0.8)',
timeVisible: true,
},
watermark: {
color: 'rgba(11, 94, 29, 0.4)',
visible: true,
text: {{.Watermark}},
fontSize: 72,
horzAlign: 'center',
vertAlign: 'center',
},
priceScale: {
autoScale: true,
}
});
var candleSeries = chart.addCandlestickSeries({
upColor: 'rgba(47, 194, 27, 0)',
downColor: 'rgba(252, 3, 3, 1)',
borderDownColor: 'rgba(252, 3, 3, 1)',
borderUpColor: 'rgba(47, 194, 27, 1)',
wickDownColor: 'rgba(252, 3, 3, 1)',
wickUpColor: 'rgba(47, 194, 27, 1)',
});
candleSeries.setData([
{{ range .Candles}}
{ time: {{.Time }}, open: {{.Open}}, high: {{.High}}, low: {{.Low}}, close: {{.Close}} },
{{ end }}
])
candleSeries.setMarkers([
{{ range .Candles}}
{ time: {{.Time }}, position: {{printf "%s" .Position }}, color: {{printf "%s" .Colour }}, shape: {{printf "%s" .Shape }}, text: {{printf "%s" .Text }} },
{{end}}
])
var volumeSeries = chart.addHistogramSeries({
priceFormat: {
type: 'volume',
},
priceScaleId: '',
scaleMargins: {
top: 0.8,
bottom: 0,
}})
volumeSeries.setData([
{{ range .Candles}}
{ time: {{.Time }}, value: {{.Volume}}, color: {{printf "%s" .VolumeColour}} },
{{end}}
])
chart.timeScale().fitContent();
</script>
</div>
{{end}}
</div>
</div>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-primary">
<h2 class="px-4 card-header-title white-text">Statistics</h2>
</div>
<div class="card-body card-body-cascade ">
<table class="table table-hover table-bordered table-striped">
<tbody>
<tr>
<td><b>Strategy Name</b></td>
<td>{{.Statistics.StrategyName}}</td>
</tr>
<tr>
<td><b>Risk Free Rate</b></td>
<td>{{.Statistics.RiskFreeRate}}%</td>
</tr>
<tr>
<td><b>Total Buy Orders</b></td>
<td>{{.Statistics.TotalBuyOrders}}</td>
</tr>
<tr>
<td><b>Total Sell Orders</b></td>
<td>{{.Statistics.TotalSellOrders}}</td>
</tr>
<tr>
<td><b>Total Orders</b></td>
<td>{{.Statistics.TotalOrders}}</td>
</tr>
{{ if .Statistics.BiggestDrawdown}}
<tr>
<td><b>Biggest Drawdown</b></td>
<td><b>Start:</b> {{.Statistics.BiggestDrawdown.MaxDrawdown.Highest.Time }} <b>End:</b> {{.Statistics.BiggestDrawdown.MaxDrawdown.Lowest.Time }} <b>Drop:</b> {{.Statistics.BiggestDrawdown.MaxDrawdown.DrawdownPercent}}%</td>
</tr>
{{end}}
{{ if .Statistics.BestMarketMovement}}
<tr>
<td><b>Best performing market movement</b></td>
<td>{{.Statistics.BestMarketMovement.Exchange }} {{.Statistics.BestMarketMovement.Asset}} {{.Statistics.BestMarketMovement.Pair}} {{.Statistics.BestMarketMovement.MarketMovement}}%</td>
</tr>
{{end}}
{{ if .Statistics.BestStrategyResults}}
<tr>
<td><b>Best performing strategy movement</b></td>
<td>{{.Statistics.BestStrategyResults.Exchange }} {{.Statistics.BestStrategyResults.Asset}} {{.Statistics.BestStrategyResults.Pair}} {{.Statistics.BestStrategyResults.StrategyMovement}}%</td>
</tr>
{{ end}}
</tbody>
</table>
</div>
</div>
{{ range $exchange, $unused := .Statistics.ExchangeAssetPairStatistics}}
{{ range $asset, $unused := .}}
{{ range $pair, $val := .}}
<div class="card card-cascade narrower">
<div class="view view-cascade bg-info">
<h2 class="px-4 card-header-title white-text">Statistics for {{$exchange}} {{ $asset}} {{ $pair}}</h2>
</div>
<div class="card-body card-body-cascade ">
<table class="table table-hover table-bordered table-striped">
<tbody>
<tr>
<td><b>Initial Funds</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.InitialFunds}} {{$val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Buy Orders</b></td>
<td>{{$val.BuyOrders}}</td>
</tr>
<tr>
<td><b>Buy Value</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.BoughtValue}} {{$val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Buy Amount</b></td>
<td>{{printf "%.8f" $val.FinalHoldings.BoughtAmount}} {{$val.FinalHoldings.Pair.Base}} </td>
</tr>
<tr>
<td><b>Sell Orders</b></td>
<td>{{$val.SellOrders}}</td>
</tr>
<tr>
<td><b>Sell Value</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.SoldValue}} {{$val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Sell Amount</b></td>
<td>{{printf "%.8f" $val.FinalHoldings.SoldAmount}} {{$val.FinalHoldings.Pair.Base}}</td>
</tr>
<tr>
<td><b>Total Orders</b></td>
<td>{{$val.TotalOrders}}</td>
</tr>
{{ if gt $val.MaxDrawdown.Highest.Price 0.0 }}
<tr>
<td><b>Biggest Drawdown</b></td>
<td><b>Start:</b> {{ $val.MaxDrawdown.Highest.Time }} <b>End:</b> {{ $val.MaxDrawdown.Lowest.Time }} <b>Drop:</b> {{printf "%.2f" $val.MaxDrawdown.DrawdownPercent}}%</td>
</tr>
{{ end }}
<tr>
<td><b>Starting Close Price</b></td>
<td>${{printf "%.8f" $val.StartingClosePrice}} {{$val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Ending Close Price</b></td>
<td>${{printf "%.8f" $val.EndingClosePrice}} {{ $val.FinalHoldings.Pair.Quote }}</td>
</tr>
<tr>
<td><b>Lowest Close Price</b></td>
<td>${{printf "%.8f" $val.LowestClosePrice}} {{$val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Highest Close Price</b></td>
<td>${{printf "%.8f" $val.HighestClosePrice}} {{ $val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Highest Committed Funds</b></td>
<td>${{printf "%.8f" $val.HighestCommittedFunds.Value}} at {{ $val.HighestCommittedFunds.Time}}</td>
</tr>
<tr>
<td><b>Market Movement</b></td>
<td>{{printf "%.2f" $val.MarketMovement}}%</td>
</tr>
<tr>
<td><b>Strategy Movement</b></td>
<td>{{ printf "%.2f" $val.StrategyMovement}}%</td>
</tr>
<tr>
<td><b>Did it beat the market?</b></td>
<td>{{ gt .StrategyMovement $val.MarketMovement}}</td>
</tr>
<tr>
<td><b>Total Value Lost to Volume Sizing</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.TotalValueLostToVolumeSizing}} {{$val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Total Value Lost to Slippage</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.TotalValueLostToSlippage}} {{ $val.FinalHoldings.Pair.Quote }}</td>
</tr>
<tr>
<td><b>Total Value Lost</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.TotalValueLost}} {{$val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Total Fees</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.TotalFees}} {{ $val.FinalHoldings.Pair.Quote }}</td>
</tr>
<tr>
<td><b>Final Funds</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.RemainingFunds}} {{ $val.FinalHoldings.Pair.Quote}}</td>
</tr>
<tr>
<td><b>Final Holdings</b></td>
<td>{{printf "%.8f" $val.FinalHoldings.PositionsSize}} {{$val.FinalHoldings.Pair.Base}}</td>
</tr>
<tr>
<td><b>Final Holdings Value</b></td>
<td>${{printf "%.8f" $val.FinalHoldings.PositionsValue}} {{ $val.FinalHoldings.Pair.Quote }}</td>
</tr>
<tr>
<td><b>Total Value</b></td>
<td><b>${{printf "%.8f" $val.FinalHoldings.TotalValue}} {{ $val.FinalHoldings.Pair.Quote}}</b></td>
</tr>
</tbody>
</table>
Rates
<table class="table table-hover table-bordered table-striped">
<tbody>
<tr>
<td><b>Risk Free Rate</b></td>
<td>{{$val.RiskFreeRate}}%</td>
</tr>
<tr>
<td><b>Compound Annual Growth Rate</b></td>
<td>{{$val.CompoundAnnualGrowthRate}}%</td>
</tr>
</tbody>
</table>
{{if $val.ShowMissingDataWarning}}
<h3 class="bg-warning">Missing data was detected during this backtesting run<br />
Ratio calculations will be skewed</h3>
{{end}}
Arithmetic Ratios
<table class="table table-hover table-bordered table-striped">
<tbody>
<tr>
<td><b>Sharpe Ratio</b></td>
<td>{{$val.ArithmeticRatios.SharpeRatio}}</td>
</tr>
<tr>
<td><b>Sortino Ratio</b></td>
<td>{{$val.ArithmeticRatios.SortinoRatio}}</td>
</tr>
<tr>
<td><b>Information Ratio</b></td>
<td>{{$val.ArithmeticRatios.InformationRatio}}</td>
</tr>
<tr>
<td><b>Calmar Ratio</b></td>
<td>{{$val.ArithmeticRatios.CalmarRatio}}</td>
</tr>
</tbody>
</table>
Geometric Ratios
<table class="table table-hover table-bordered table-striped">
<tbody>
<tr>
<td><b>Sharpe Ratio</b></td>
<td>{{$val.GeometricRatios.SharpeRatio}}</td>
</tr>
<tr>
<td><b>Sortino Ratio</b></td>
<td>{{$val.GeometricRatios.SortinoRatio}}</td>
</tr>
<tr>
<td><b>Information Ratio</b></td>
<td>{{$val.GeometricRatios.InformationRatio}}</td>
</tr>
<tr>
<td><b>Calmar Ratio</b></td>
<td>{{$val.GeometricRatios.CalmarRatio}}</td>
</tr>
</tbody>
</table>
</div>
</div>
{{end}}
{{end}}
{{end}}
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-danger">
<h2 class="px-4 card-header-title white-text">Orders</h2>
</div>
<div class="card-body card-body-cascade ">
{{ range $exchange, $unused := .Statistics.ExchangeAssetPairStatistics}}
{{ range $asset, $unused := .}}
{{ range $pair, $val := .}}
<div >
<h3>{{$exchange}} {{$asset}} {{ $pair }}</h3>
</div>
<div >
<table class="table table-hover table-bordered table-striped">
<thead>
<th>Date</th>
<th>Close Price</th>
<th>Side</th>
<th>Purchase Price</th>
<th>Slippage Rate</th>
<th>Amount</th>
<th>Fees</th>
<th>Cost Basis</th>
</thead>
<tbody >
{{range $val.FinalOrders.Orders}}
<tr>
<td>{{ .Detail.Date }}</td>
<td>${{ .ClosePrice}} {{$pair.Quote}}</td>
<td>{{ .Detail.Side }}</td>
<td>${{ .Detail.Price }} {{$pair.Quote}}</td>
<td>{{ .SlippageRate }}%</td>
<td>{{printf "%.8f" .Detail.Amount }} {{$pair.Base}}</td>
<td>${{printf "%.8f" .Detail.Fee }} {{$pair.Quote}}</td>
<td>${{printf "%.8f" .CostBasis }} {{$pair.Quote}}</td>
</tr>
{{end}}
</tbody>
</table>
</div>
{{end}}
{{end}}
{{end}}
</div>
</div>
</div>
<div >
<div class="card card-cascade narrower">
<div class="view view-cascade bg-warning">
<h2 class="px-4 card-header-title white-text">Events</h2>
</div>
<div class="card-body card-body-cascade ">
{{ range $exchange, $unused := .Statistics.ExchangeAssetPairStatistics}}
{{ range $asset, $unused :=.}}
{{ range $pair, $data := .}}
<div >
<h3>{{$exchange}} {{$asset}} {{ $pair }}</h3>
</div>
<div >
<table class="table table-hover table-bordered table-striped">
<thead>
<th>Date</th>
<th>Price</th>
<th>Action</th>
<th>Why</th>
<th>Committed Funds</th>
</thead>
<tbody >
{{range $ev := $data.Events}}
<tr>
{{ if ne $ev.FillEvent nil }}
<td><b>{{$ev.FillEvent.GetTime}}</b></td>
<td>${{$ev.FillEvent.GetClosePrice}} {{$pair.Quote}}</td>
<td>{{$ev.FillEvent.GetDirection}}</td>
<td>{{$ev.FillEvent.GetReason}}</td>
{{ else if ne $ev.SignalEvent nil}}
<td>{{$ev.SignalEvent.GetTime}}</td>
<td>${{ printf "%f" $ev.SignalEvent.Price}} {{$pair.Quote}}</td>
<td>{{$ev.SignalEvent.GetDirection}}</td>
<td>{{$ev.SignalEvent.GetReason}}</td>
{{ end }}
<td>${{printf "%.8f" $ev.Holdings.CommittedFunds}} {{$pair.Quote}}</td>
</tr>
{{end}}
</tbody>
</table>
</div>
{{end}}
{{end}}
{{end}}
</div>
</div>
</div>
</div>
</body>
</html>
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