Add implemented new OrderBook statistical functions

This commit is contained in:
Lev
2021-05-27 01:27:36 -05:00
parent 2aa60d7c4c
commit 8d8b9766e7
11 changed files with 4114 additions and 0 deletions

File diff suppressed because it is too large Load Diff

View File

@ -0,0 +1,85 @@
#include "CSVReader.h"
#include <iostream>
#include <fstream>
CSVReader::CSVReader()
{
}
std::vector<OrderBookEntry> CSVReader::readCSV(std::string csvFilename)
{
std::vector<OrderBookEntry> entries;
unsigned int errors = 0;
std::ifstream csvFile{csvFilename};
std::string line;
std::cout << "Loading data..." << std::endl;
if (csvFile.is_open())
{
while(std::getline(csvFile, line))
{
try
{
OrderBookEntry obe = stringsToOBE(tokenise(line, ','));
entries.push_back(obe);
}
catch(const std::exception& e)
{
++errors;
}
}// end of while
std::cout << "Success! " << entries.size() << " entries found." << std::endl;
if(errors > 0)
std::cout << errors << " errors found." << std::endl;
}
return entries;
}
std::vector<std::string> CSVReader::tokenise(std::string csvLine, char separator)
{
std::vector<std::string> tokens;
signed int start, end;
std::string token;
start = csvLine.find_first_not_of(separator, 0);
do{
end = csvLine.find_first_of(separator, start);
if (start == csvLine.length() || start == end) break;
if (end >= 0) token = csvLine.substr(start, end - start);
else token = csvLine.substr(start, csvLine.length() - start);
tokens.push_back(token);
start = end + 1;
}
while(end > 0);
return tokens;
}
OrderBookEntry CSVReader::stringsToOBE(std::vector<std::string> tokens)
{
double price, amount;
if (tokens.size() != 5) // bad
{
//std::cout << "Bad line " << std::endl;
throw std::exception{};
}
// we have 5 tokens
try
{
price = std::stod(tokens[3]);
amount = std::stod(tokens[4]);
}
catch(const std::exception& e)
{
throw;
}
OrderBookEntry obe{price,
amount,
tokens[0],
tokens[1],
OrderBookEntry::stringToOrderBookType(tokens[2])};
return obe;
}

View File

@ -0,0 +1,18 @@
#pragma once
#include "OrderBookEntry.h"
#include <vector>
#include <string>
class CSVReader
{
public:
CSVReader();
static std::vector<OrderBookEntry> readCSV(std::string csvFile);
private:
static std::vector<std::string> tokenise(std::string csvLine, char separator);
static OrderBookEntry stringsToOBE(std::vector<std::string> strings);
};

View File

@ -0,0 +1,175 @@
#include "MerkelMain.h"
#include <iostream>
#include <vector>
#include "OrderBookEntry.h"
#include "CSVReader.h"
#include <iomanip>
MerkelMain::MerkelMain()
{
std::cout << "================================================================================" << std::endl;
}
void MerkelMain::init()
{
//if(orderBook.orders.size() == 0)
if(! orderBook.getBookSize() > 0)
{
std::cout << "No entries found! Exiting program :(" << std::endl;
return;
}
int input;
currentTime = orderBook.getEarliestTime();
while(true)
{
printMenu();
input = getUserOption();
processUserOption(input);
}
}
void MerkelMain::printMenu()
{
std::cout << "MENU" << std::endl;
// 1 print help
std::cout << "1: Print help " << std::endl;
// 2 print exchange stats
std::cout << "2: Print exchange stats" << std::endl;
// 3 make an offer
std::cout << "3: Make an offer " << std::endl;
// 4 make a bid
std::cout << "4: Make a bid " << std::endl;
// 5 print wallet
std::cout << "5: Print wallet " << std::endl;
// 6 continue
std::cout << "6: Continue " << std::endl;
std::cout << "====================================================================================================" << std::endl;
std::cout << "Current Time: " << currentTime << std::endl;
}
void MerkelMain::printHelp()
{
std::cout << "Help - your aim is to make money. Analyse the market and make bids and offers. " << std::endl;
}
// void setw(int w)
// {
// std::cout.width(w);
// return;
// }
void MerkelMain::printMarketStats()
{
/*
for(std::string const p : orderBook.getKnownProducts())
{
std::cout << "Product: " << p << std::endl;
std::vector<OrderBookEntry> entries = orderBook.getOrders(OrderBookType::ask, p, currentTime);
std::cout << "Asks for product " << p << " are " << entries.size() << std::endl;
std::cout << "Max ask for " << p << " is " << orderBook.getHighPrice(entries) << std::endl;
std::cout << "Min ask for " << p << " is " << orderBook.getLowPrice(entries) << std::endl;
}
*/
std::string separator = "====================================================================================================";
std::cout << separator << std::endl;
std::cout << "Current Time: " << currentTime << std::endl;
std::cout << separator << std::endl;
//std::cout << "PRODUCT LAST CHANGE% CHANGE HIGH LOW MEAN " << std::endl;
std::cout << std::left
<< std::setw(12) << "PRODUCT" << std::right
<< std::setw(12) << "LAST"
<< std::setw(12) << "CHANGE%"
<< std::setw(12) << "CHANGE"
<< std::setw(12) << "HIGH"
<< std::setw(12) << "LOW"
<< std::setw(12) << "AVERAGE"
<< std::setw(12) << "SPREAD" << std::endl;
std::cout << "----------------------------------------------------------------------------------------------------" << std::endl;
for(std::string const p : orderBook.getKnownProducts())
{
//std::cout.precision(5);
std::vector<OrderBookEntry> askEntries = orderBook.getOrders(OrderBookType::ask, p, currentTime);
std::vector<OrderBookEntry> bidEntries = orderBook.getOrders(OrderBookType::bid, p, currentTime);
//std::cout << p << fluff << std::cout.width(4) << orderBook.getHighPrice(askEntries) << std::endl;
std::cout.left;
std::streamsize pres = std::cout.precision();
std::cout << std::left << std::setw(12) << p
<< std::right << std::fixed << std::setw(12) << orderBook.getLastPrice(askEntries)
<< std::right << std::fixed << std::setw(12) << orderBook.getChangePercent(askEntries)
<< std::right << std::fixed << std::setw(12) << orderBook.getChangeNumber(askEntries)
<< std::right << std::fixed << std::setw(12) << orderBook.getHighPrice(askEntries)
<< std::right << std::fixed << std::setw(12) << orderBook.getLowPrice(askEntries)
<< std::right << std::fixed << std::setw(12) << orderBook.getAverage(askEntries)
<< std::right << std::fixed << std::setw(12) << orderBook.getSpread(bidEntries, askEntries)
<< std::endl;
}
std::cout << separator << std::endl;
}
void MerkelMain::enterOffer()
{
std::cout << "Mark and offer - enter the amount " << std::endl;
}
void MerkelMain::enterBid()
{
std::cout << "Make a bid - enter the amount" << std::endl;
}
void MerkelMain::printWallet()
{
std::cout << "Your wallet is empty. " << std::endl;
}
void MerkelMain::gotoNextTimeframe()
{
std::cout << "Going to next time frame. " << std::endl;
currentTime = orderBook.getNextTime(currentTime);
}
int MerkelMain::getUserOption()
{
int userOption;
std::cout << "To select, type in 1-6:" << std::endl;
std::cin >> userOption;
std::cout << "You chose: " << userOption << std::endl;
return userOption;
}
void MerkelMain::processUserOption(int userOption)
{
if (userOption == 0) // bad input
{
std::cout << "Invalid choice. Choose 1-6" << std::endl;
}
if (userOption == 1)
{
printHelp();
}
if (userOption == 2)
{
printMarketStats();
}
if (userOption == 3)
{
enterOffer();
}
if (userOption == 4)
{
enterBid();
}
if (userOption == 5)
{
printWallet();
}
if (userOption == 6)
{
gotoNextTimeframe();
}
}

View File

@ -0,0 +1,26 @@
#pragma once
#include <vector>
#include "OrderBookEntry.h"
#include "OrderBook.h"
class MerkelMain
{
public:
MerkelMain();
/** Call this to start the sim */
void init();
private:
void loadOrderBook();
void printMenu();
void printHelp();
void printMarketStats();
void enterOffer();
void enterBid();
void printWallet();
void gotoNextTimeframe();
int getUserOption();
void processUserOption(int userOption);
std::string currentTime;
OrderBook orderBook{"20200317.csv"};
};

View File

@ -0,0 +1,156 @@
#include "OrderBook.h"
#include "CSVReader.h"
#include <map>
#include <iostream>
/* Construct, reading a csv data file */
OrderBook::OrderBook(std::string filename)
{
orders = CSVReader::readCSV(filename);
}
/* return vector of all known products in the dataset */
std::vector<std::string> OrderBook::getKnownProducts()
{
std::vector<std::string> products;
std::map<std::string, bool> productMap;
for(OrderBookEntry& entry : orders)
{
productMap[entry.product] = true;
}
for(auto const&entry : productMap)
{
products.push_back(entry.first);
}
return products;
}
unsigned int OrderBook::getBookSize()
{
return orders.size();
}
/* return vector of Orders according to the sent filters */
std::vector<OrderBookEntry> OrderBook::getOrders(OrderBookType type, std::string product, std::string timestamp)
{
std::vector<OrderBookEntry> order_selection;
for(OrderBookEntry& entry : orders)
{
if(entry.orderType == type && entry.product == product && entry.timestamp == timestamp)
{
order_selection.push_back(entry);
}
}
return order_selection;
}
double OrderBook::getHighPrice(std::vector<OrderBookEntry>& orderList)
{
double max = orderList[0].price;
for(OrderBookEntry& entry : orderList)
{
if(entry.price > max)
max = entry.price;
}
return max;
}
double OrderBook::getLowPrice(std::vector<OrderBookEntry>& orderList)
{
double min = orderList[0].price;
for(OrderBookEntry& entry : orderList)
{
if(entry.price < min)
min = entry.price;
}
return min;
}
std::string OrderBook::getEarliestTime()
{
return orders[0].timestamp;
}
std::string OrderBook::getNextTime(std::string timestamp)
{
std::string prev_timestamp = "";
for(OrderBookEntry& entry : orders)
{
if(entry.timestamp > timestamp)
{
prev_timestamp = entry.timestamp;
break;
}
}
if(prev_timestamp == "")
{
prev_timestamp = orders[0].timestamp;
}
return prev_timestamp;
}
double OrderBook::getLastPrice(std::vector<OrderBookEntry>& orderList)
{
//std::cout << std::endl << std::to_string(orderList[orderList.size()-1].price) << std::endl;
return orderList[orderList.size()-1].price;
}
double OrderBook::getAverage(std::vector<OrderBookEntry>& orderList)
{
double sum{};
for (const OrderBookEntry& entry : orderList)
{
sum += entry.price;
}
return sum/orderList.size();
}
double OrderBook::getSpread(std::vector<OrderBookEntry>& bids, std::vector<OrderBookEntry>& asks)
{
return getAverage(bids) - getAverage(asks);
}
double OrderBook::getChangePercent(std::vector<OrderBookEntry>& orderList)
{
std::string prevTime = getPrevTime(orderList[0].timestamp);
if(orderList[0].timestamp == prevTime)
return 0.0;
std::vector<OrderBookEntry> lastList = getOrders(orderList[0].orderType, orderList[0].product, prevTime);
double lastAverage = getAverage(lastList);
double thisAverage = getAverage(orderList);
return ((lastAverage - thisAverage) / lastAverage) * 100;
}
double OrderBook::getChangeNumber(std::vector<OrderBookEntry>& orderList)
{
std::string prevTime = getPrevTime(orderList[0].timestamp);
if(orderList[0].timestamp == prevTime)
return 0.0;
std::vector<OrderBookEntry> lastList = getOrders(orderList[0].orderType, orderList[0].product, prevTime);
double lastAverage = getAverage(lastList);
double thisAverage = getAverage(orderList);
return lastAverage - thisAverage;
}
std::string OrderBook::getPrevTime(std::string timestamp)
{
std::string prev_timestamp = "";
for(OrderBookEntry& entry : orders)
{
if(entry.timestamp == timestamp)
{
break;
}
prev_timestamp = entry.timestamp;
}
if(prev_timestamp == "")
{
prev_timestamp = orders[0].timestamp;
}
return prev_timestamp;
}

View File

@ -0,0 +1,43 @@
#pragma once
#include "OrderBookEntry.h"
#include "CSVReader.h"
#include <string>
#include <vector>
class OrderBook
{
public:
/* Construct, reading a csv data file */
OrderBook(std::string filename);
/* return vector of all known products in the dataset */
std::vector<std::string> getKnownProducts();
/* return vector of Orders according to the sent filters */
std::vector<OrderBookEntry> getOrders(OrderBookType type, std::string product, std::string timestamp);
/** returns earliest time in the order book */
std::string getEarliestTime();
/** returns the next time after the sent time in the orderbook
* If no next timestamp is found, wraps to the start */
std::string getNextTime(std::string timestamp);
std::string getPrevTime(std::string timestamp);
unsigned int getBookSize();
static double getHighPrice(std::vector<OrderBookEntry>& orderList);
static double getLowPrice(std::vector<OrderBookEntry>& orderList);
static double getLastPrice(std::vector<OrderBookEntry>& orderList);
static double getAverage(std::vector<OrderBookEntry>& orderList);
static double getSpread(std::vector<OrderBookEntry>& bids, std::vector<OrderBookEntry>& asks);
double getChangePercent(std::vector<OrderBookEntry>& orderList);
double getChangeNumber(std::vector<OrderBookEntry>& orderList);
private:
std::vector<OrderBookEntry> orders;
};
/*
About the Spread
https://www.forex.com/en/markets/forex/
https://www.ig.com/en/trading-strategies/what-is-the-spread-in-forex-and-how-do-you-calculate-it-201126
Percentage variance
https://www.tradingview.com/markets/currencies/rates-major/
*/

View File

@ -0,0 +1,29 @@
#include "OrderBookEntry.h"
OrderBookEntry::OrderBookEntry( double _price,
double _amount,
std::string _timestamp,
std::string _product,
OrderBookType _orderType)
: price(_price),
amount(_amount),
timestamp(_timestamp),
product(_product),
orderType(_orderType)
{
}
OrderBookType OrderBookEntry::stringToOrderBookType(std::string s)
{
if (s == "ask")
{
return OrderBookType::ask;
}
if (s == "bid")
{
return OrderBookType::bid;
}
return OrderBookType::unknown;
}

View File

@ -0,0 +1,25 @@
#pragma once
#include <string>
enum class OrderBookType{bid, ask, unknown};
class OrderBookEntry
{
public:
OrderBookEntry( double _price,
double _amount,
std::string _timestamp,
std::string _product,
OrderBookType _orderType);
static OrderBookType stringToOrderBookType(std::string s);
double price;
double amount;
std::string timestamp;
std::string product;
OrderBookType orderType;
};

Binary file not shown.

View File

@ -0,0 +1,13 @@
#include <iostream>
#include <string>
#include <vector>
#include "OrderBookEntry.h"
#include "MerkelMain.h"
#include "CSVReader.h"
int main()
{
MerkelMain app{};
app.init();
return 0;
}