Files
gocryptotrader/backtester/config/configbuilder/main.go
Scott 197ef2df21 Feature: Data history manager engine subsystem (#693)
* Adds lovely initial concept for historical data doer

* Adds ability to save tasks. Adds config. Adds startStop to engine

* Has a database microservice without use of globals! Further infrastructure design. Adds readme

* Commentary to help design

* Adds migrations for database

* readme and adds database models

* Some modelling that doesn't work end of day

* Completes datahistoryjob sql.Begins datahistoryjobresult

* Adds datahistoryjob functions to retreive job results. Adapts subsystem

* Adds process for upserting jobs and job results to the database

* Broken end of day weird sqlboiler crap

* Fixes issue with SQL generation.

* RPC generation and addition of basic upsert command

* Renames types

* Adds rpc functions

* quick commit before context swithc. Exchanges aren't being populated

* Begin the tests!

* complete sql tests. stop failed jobs. CLI command creation

* Defines rpc commands

* Fleshes out RPC implementation

* Expands testing

* Expands testing, removes double remove

* Adds coverage of data history subsystem, expands errors and nil checks

* Minor logic improvement

* streamlines datahistory test setup

* End of day minor linting

* Lint, convert simplify, rpc expansion, type expansion, readme expansion

* Documentation update

* Renames for consistency

* Completes RPC server commands

* Fixes tests

* Speeds up testing by reducing unnecessary actions. Adds maxjobspercycle config

* Comments for everything

* Adds missing result string. checks interval supported. default start end cli

* Fixes ID problem. Improves binance trade fetch. job ranges are processed

* adds dbservice coverage. adds rpcserver coverage

* docs regen, uses dbcon interface, reverts binance, fixes races, toggle manager

* Speed up tests, remove bad global usage, fix uuid check

* Adds verbose. Updates docs. Fixes postgres

* Minor changes to logging and start stop

* Fixes postgres db tests, fixes postgres column typo

* Fixes old string typo,removes constraint,error parsing for nonreaders

* prevents dhm running when table doesn't exist. Adds prereq documentation

* Adds parallel, rmlines, err fix, comment fix, minor param fixes

* doc regen, common time range check and test updating

* Fixes job validation issues. Updates candle range checker.

* Ensures test cannot fail due to time.Now() shenanigans

* Fixes oopsie, adds documentation and a warn

* Fixes another time test, adjusts copy

* Drastically speeds up data history manager tests via function overrides

* Fixes summary bug and better logs

* Fixes local time test, fixes websocket tests

* removes defaults and comment,updates error messages,sets cli command args

* Fixes FTX trade processing

* Fixes issue where jobs got stuck if data wasn't returned but retrieval was successful

* Improves test speed. Simplifies trade verification SQL. Adds command help

* Fixes the oopsies

* Fixes use of query within transaction. Fixes trade err

* oopsie, not needed

* Adds missing data status. Properly ends job even when data is missing

* errors are more verbose and so have more words to describe them

* Doc regen for new status

* tiny test tinkering

* str := string("Removes .String()").String()

* Merge fixups

* Fixes a data race discovered during github actions

* Allows websocket test to pass consistently

* Fixes merge issue preventing datahistorymanager from starting via config

* Niterinos cmd defaults and explanations

* fixes default oopsie

* Fixes lack of nil protection

* Additional oopsie

* More detailed error for validating job exchange
2021-07-01 16:21:48 +10:00

663 lines
20 KiB
Go

package main
import (
"bufio"
"encoding/json"
"errors"
"fmt"
"io/ioutil"
"log"
"os"
"path/filepath"
"strconv"
"strings"
"time"
"github.com/thrasher-corp/gocryptotrader/backtester/common"
"github.com/thrasher-corp/gocryptotrader/backtester/config"
"github.com/thrasher-corp/gocryptotrader/backtester/eventhandlers/strategies"
gctcommon "github.com/thrasher-corp/gocryptotrader/common"
gctconfig "github.com/thrasher-corp/gocryptotrader/config"
"github.com/thrasher-corp/gocryptotrader/database"
dbPSQL "github.com/thrasher-corp/gocryptotrader/database/drivers/postgres"
dbsqlite3 "github.com/thrasher-corp/gocryptotrader/database/drivers/sqlite3"
"github.com/thrasher-corp/gocryptotrader/exchanges/asset"
gctkline "github.com/thrasher-corp/gocryptotrader/exchanges/kline"
)
const (
yes = "yes"
y = "y"
)
var dataOptions = []string{
"API",
"CSV",
"Database",
"Live",
}
func main() {
fmt.Print(common.ASCIILogo)
fmt.Println("Welcome to the config generator!")
reader := bufio.NewReader(os.Stdin)
cfg := config.Config{
StrategySettings: config.StrategySettings{
Name: "",
SimultaneousSignalProcessing: false,
CustomSettings: nil,
},
CurrencySettings: []config.CurrencySettings{},
DataSettings: config.DataSettings{
Interval: 0,
DataType: "",
APIData: nil,
DatabaseData: nil,
LiveData: nil,
CSVData: nil,
},
PortfolioSettings: config.PortfolioSettings{
Leverage: config.Leverage{},
BuySide: config.MinMax{},
SellSide: config.MinMax{},
},
StatisticSettings: config.StatisticSettings{},
GoCryptoTraderConfigPath: "",
}
fmt.Println("-----Strategy Settings-----")
var err error
var strats []strategies.Handler
firstRun := true
for err != nil || firstRun {
firstRun = false
strats, err = parseStrategySettings(&cfg, reader)
if err != nil {
log.Println(err)
}
}
fmt.Println("-----Exchange Settings-----")
firstRun = true
for err != nil || firstRun {
firstRun = false
err = parseExchangeSettings(reader, &cfg, strats)
if err != nil {
log.Println(err)
}
}
fmt.Println("-----Portfolio Settings-----")
firstRun = true
for err != nil || firstRun {
firstRun = false
err = parsePortfolioSettings(reader, &cfg)
if err != nil {
log.Println(err)
}
}
fmt.Println("-----Data Settings-----")
firstRun = true
for err != nil || firstRun {
firstRun = false
err = parseDataSettings(&cfg, reader)
if err != nil {
log.Println(err)
}
}
fmt.Println("-----Statistics Settings-----")
firstRun = true
for err != nil || firstRun {
firstRun = false
err = parseStatisticsSettings(&cfg, reader)
if err != nil {
log.Println(err)
}
}
fmt.Println("-----GoCryptoTrader config Settings-----")
firstRun = true
for err != nil || firstRun {
firstRun = false
fmt.Printf("Enter the path to the GoCryptoTrader config you wish to use. Leave blank to use \"%v\"\n", gctconfig.DefaultFilePath())
path := quickParse(reader)
if path != "" {
cfg.GoCryptoTraderConfigPath = path
} else {
cfg.GoCryptoTraderConfigPath = gctconfig.DefaultFilePath()
}
_, err = os.Stat(cfg.GoCryptoTraderConfigPath)
if err != nil {
log.Println(err)
}
}
var resp []byte
resp, err = json.MarshalIndent(cfg, "", " ")
if err != nil {
log.Fatal(err)
}
fmt.Println("Write strategy config to file? If no, the output will be on screen y/n")
yn := quickParse(reader)
if yn == y || yn == yes {
var wd string
wd, err = os.Getwd()
if err != nil {
log.Fatal(err)
}
fn := cfg.StrategySettings.Name
if cfg.Nickname != "" {
fn += "-" + cfg.Nickname
}
fn += ".strat" // nolint:misspell // its shorthand for strategy
wd = filepath.Join(wd, fn)
fmt.Printf("Enter output file. If blank, will output to \"%v\"\n", wd)
path := quickParse(reader)
if path == "" {
path = wd
}
err = ioutil.WriteFile(path, resp, 0770)
if err != nil {
log.Fatal(err)
}
} else {
log.Print(string(resp))
}
log.Println("Config creation complete!")
}
func parseStatisticsSettings(cfg *config.Config, reader *bufio.Reader) error {
fmt.Println("Enter the risk free rate. eg 0.03")
var err error
cfg.StatisticSettings.RiskFreeRate, err = strconv.ParseFloat(quickParse(reader), 64)
return err
}
func parseDataSettings(cfg *config.Config, reader *bufio.Reader) error {
var err error
fmt.Println("Will you be using \"candle\" or \"trade\" data?")
cfg.DataSettings.DataType = quickParse(reader)
if cfg.DataSettings.DataType == common.TradeStr {
fmt.Println("Trade data will be converted into candles")
}
fmt.Println("What candle time interval will you use?")
cfg.DataSettings.Interval, err = parseKlineInterval(reader)
if err != nil {
return err
}
fmt.Println("Where will this data be sourced?")
var choice string
choice, err = parseDataChoice(reader, len(cfg.CurrencySettings) > 1)
if err != nil {
return err
}
switch choice {
case "API":
err = parseAPI(reader, cfg)
case "Database":
err = parseDatabase(reader, cfg)
case "CSV":
parseCSV(reader, cfg)
case "Live":
parseLive(reader, cfg)
}
return err
}
func parsePortfolioSettings(reader *bufio.Reader, cfg *config.Config) error {
var err error
fmt.Println("Will there be global portfolio buy-side limits? y/n")
yn := quickParse(reader)
if yn == y || yn == yes {
cfg.PortfolioSettings.BuySide, err = minMaxParse("buy", reader)
if err != nil {
return err
}
}
fmt.Println("Will there be global portfolio sell-side limits? y/n")
yn = quickParse(reader)
if yn == y || yn == yes {
cfg.PortfolioSettings.SellSide, err = minMaxParse("sell", reader)
if err != nil {
return err
}
}
return nil
}
func parseExchangeSettings(reader *bufio.Reader, cfg *config.Config, strats []strategies.Handler) error {
var err error
addCurrency := y
for strings.Contains(addCurrency, y) {
var currencySetting *config.CurrencySettings
currencySetting, err = addCurrencySetting(reader)
if err != nil {
return err
}
cfg.CurrencySettings = append(cfg.CurrencySettings, *currencySetting)
fmt.Println("Add another exchange currency setting? y/n")
addCurrency = quickParse(reader)
}
if len(cfg.CurrencySettings) > 1 {
for i := range strats {
if strats[i].Name() == cfg.StrategySettings.Name &&
strats[i].SupportsSimultaneousProcessing() {
fmt.Println("Will this strategy use simultaneous processing? y/n")
yn := quickParse(reader)
if yn == y || yn == yes {
cfg.StrategySettings.SimultaneousSignalProcessing = true
}
break
}
}
}
return nil
}
func parseStrategySettings(cfg *config.Config, reader *bufio.Reader) ([]strategies.Handler, error) {
fmt.Println("Firstly, please select which strategy you wish to use")
strats := strategies.GetStrategies()
var strategiesToUse []string
for i := range strats {
fmt.Printf("%v. %s\n", i+1, strats[i].Name())
strategiesToUse = append(strategiesToUse, strats[i].Name())
}
var err error
cfg.StrategySettings.Name, err = parseStratName(quickParse(reader), strategiesToUse)
if err != nil {
return nil, err
}
fmt.Println("What is the goal of your strategy?")
cfg.Goal = quickParse(reader)
fmt.Println("Enter a nickname, it can help distinguish between different configs using the same strategy")
cfg.Nickname = quickParse(reader)
fmt.Println("Does this strategy have custom settings? y/n")
customSettings := quickParse(reader)
if strings.Contains(customSettings, y) {
cfg.StrategySettings.CustomSettings = customSettingsLoop(reader)
}
return strats, nil
}
func parseAPI(reader *bufio.Reader, cfg *config.Config) error {
cfg.DataSettings.APIData = &config.APIData{}
var startDate, endDate, inclusive string
var err error
defaultStart := time.Now().Add(-time.Hour * 24 * 365)
defaultEnd := time.Now()
fmt.Printf("What is the start date? Leave blank for \"%v\"\n", defaultStart.Format(gctcommon.SimpleTimeFormat))
startDate = quickParse(reader)
if startDate != "" {
cfg.DataSettings.APIData.StartDate, err = time.Parse(startDate, gctcommon.SimpleTimeFormat)
if err != nil {
return err
}
} else {
cfg.DataSettings.APIData.StartDate = defaultStart
}
fmt.Printf("What is the end date? Leave blank for \"%v\"\n", defaultStart.Format(gctcommon.SimpleTimeFormat))
endDate = quickParse(reader)
if endDate != "" {
cfg.DataSettings.APIData.EndDate, err = time.Parse(endDate, gctcommon.SimpleTimeFormat)
if err != nil {
return err
}
} else {
cfg.DataSettings.APIData.EndDate = defaultEnd
}
fmt.Println("Is the end date inclusive? y/n")
inclusive = quickParse(reader)
cfg.DataSettings.APIData.InclusiveEndDate = inclusive == y || inclusive == yes
return nil
}
func parseCSV(reader *bufio.Reader, cfg *config.Config) {
cfg.DataSettings.CSVData = &config.CSVData{}
fmt.Println("What is path of the CSV file to read?")
cfg.DataSettings.CSVData.FullPath = quickParse(reader)
}
func parseDatabase(reader *bufio.Reader, cfg *config.Config) error {
cfg.DataSettings.DatabaseData = &config.DatabaseData{}
var input string
var err error
defaultStart := time.Now().Add(-time.Hour * 24 * 365)
defaultEnd := time.Now()
fmt.Printf("What is the start date? Leave blank for \"%v\"\n", defaultStart.Format(gctcommon.SimpleTimeFormat))
startDate := quickParse(reader)
if startDate != "" {
cfg.DataSettings.DatabaseData.StartDate, err = time.Parse(startDate, gctcommon.SimpleTimeFormat)
if err != nil {
return err
}
} else {
cfg.DataSettings.DatabaseData.StartDate = defaultStart
}
fmt.Printf("What is the end date? Leave blank for \"%v\"\n", defaultStart.Format(gctcommon.SimpleTimeFormat))
endDate := quickParse(reader)
if endDate != "" {
cfg.DataSettings.DatabaseData.EndDate, err = time.Parse(endDate, gctcommon.SimpleTimeFormat)
if err != nil {
return err
}
} else {
cfg.DataSettings.DatabaseData.EndDate = defaultEnd
}
fmt.Println("Is the end date inclusive? y/n")
input = quickParse(reader)
cfg.DataSettings.DatabaseData.InclusiveEndDate = input == y || input == yes
fmt.Println("Do you wish to override GoCryptoTrader's database config? y/n")
input = quickParse(reader)
if input == y || input == yes {
cfg.DataSettings.DatabaseData.ConfigOverride = &database.Config{
Enabled: true,
}
fmt.Println("Do you want database verbose output? y/n")
input = quickParse(reader)
cfg.DataSettings.DatabaseData.ConfigOverride.Verbose = input == y || input == yes
fmt.Printf("What database driver to use? %v %v or %v\n", database.DBPostgreSQL, database.DBSQLite, database.DBSQLite3)
cfg.DataSettings.DatabaseData.ConfigOverride.Driver = quickParse(reader)
fmt.Println("What is the database host?")
cfg.DataSettings.DatabaseData.ConfigOverride.Host = quickParse(reader)
fmt.Println("What is the database username?")
cfg.DataSettings.DatabaseData.ConfigOverride.Username = quickParse(reader)
fmt.Println("What is the database password? eg 1234")
cfg.DataSettings.DatabaseData.ConfigOverride.Password = quickParse(reader)
fmt.Println("What is the database? eg database.db")
cfg.DataSettings.DatabaseData.ConfigOverride.Database = quickParse(reader)
if cfg.DataSettings.DatabaseData.ConfigOverride.Driver == database.DBPostgreSQL {
fmt.Println("What is the database SSLMode? eg disable")
cfg.DataSettings.DatabaseData.ConfigOverride.SSLMode = quickParse(reader)
}
fmt.Println("What is the database Port? eg 1337")
input = quickParse(reader)
var port float64
if input != "" {
port, err = strconv.ParseFloat(input, 64)
if err != nil {
return err
}
}
cfg.DataSettings.DatabaseData.ConfigOverride.Port = uint16(port)
err = database.DB.SetConfig(cfg.DataSettings.DatabaseData.ConfigOverride)
if err != nil {
return fmt.Errorf("database failed to set config: %w", err)
}
if cfg.DataSettings.DatabaseData.ConfigOverride.Driver == database.DBPostgreSQL {
_, err = dbPSQL.Connect(cfg.DataSettings.DatabaseData.ConfigOverride)
if err != nil {
return fmt.Errorf("database failed to connect: %v", err)
}
} else if cfg.DataSettings.DatabaseData.ConfigOverride.Driver == database.DBSQLite ||
cfg.DataSettings.DatabaseData.ConfigOverride.Driver == database.DBSQLite3 {
_, err = dbsqlite3.Connect(cfg.DataSettings.DatabaseData.ConfigOverride.Database)
if err != nil {
return fmt.Errorf("database failed to connect: %v", err)
}
}
}
return nil
}
func parseLive(reader *bufio.Reader, cfg *config.Config) {
cfg.DataSettings.LiveData = &config.LiveData{}
fmt.Println("Do you wish to use live trading? It's highly recommended that you do not. y/n")
input := quickParse(reader)
cfg.DataSettings.LiveData.RealOrders = input == y || input == yes
if cfg.DataSettings.LiveData.RealOrders {
fmt.Printf("Do you want to override GoCryptoTrader's API credentials for %s? y/n\n", cfg.CurrencySettings[0].ExchangeName)
input = quickParse(reader)
if input == y || input == yes {
fmt.Println("What is the API key?")
cfg.DataSettings.LiveData.APIKeyOverride = quickParse(reader)
fmt.Println("What is the API secret?")
cfg.DataSettings.LiveData.APISecretOverride = quickParse(reader)
fmt.Println("What is the Client ID?")
cfg.DataSettings.LiveData.APIClientIDOverride = quickParse(reader)
fmt.Println("What is the 2FA seed?")
cfg.DataSettings.LiveData.API2FAOverride = quickParse(reader)
fmt.Println("What is the subaccount to use?")
cfg.DataSettings.LiveData.APISubaccountOverride = quickParse(reader)
}
}
}
func parseDataChoice(reader *bufio.Reader, multiCurrency bool) (string, error) {
if multiCurrency {
// live trading does not support multiple currencies
dataOptions = dataOptions[:3]
}
for i := range dataOptions {
fmt.Printf("%v. %s\n", i+1, dataOptions[i])
}
response := quickParse(reader)
num, err := strconv.ParseFloat(response, 64)
if err == nil {
intNum := int(num)
if intNum > len(dataOptions) || intNum <= 0 {
return "", errors.New("unknown option")
}
return dataOptions[intNum-1], nil
}
for i := range dataOptions {
if strings.EqualFold(response, dataOptions[i]) {
return dataOptions[i], nil
}
}
return "", errors.New("unrecognised data option")
}
func parseKlineInterval(reader *bufio.Reader) (time.Duration, error) {
allCandles := gctkline.SupportedIntervals
for i := range allCandles {
fmt.Printf("%v. %s\n", i+1, allCandles[i].Word())
}
response := quickParse(reader)
num, err := strconv.ParseFloat(response, 64)
if err == nil {
intNum := int(num)
if intNum > len(allCandles) || intNum <= 0 {
return 0, errors.New("unknown option")
}
return allCandles[intNum-1].Duration(), nil
}
for i := range allCandles {
if strings.EqualFold(response, allCandles[i].Word()) {
return allCandles[i].Duration(), nil
}
}
return 0, errors.New("unrecognised interval")
}
func parseStratName(name string, strategiesToUse []string) (string, error) {
num, err := strconv.ParseFloat(name, 64)
if err == nil {
intNum := int(num)
if intNum > len(strategiesToUse) || intNum <= 0 {
return "", errors.New("unknown option")
}
return strategiesToUse[intNum-1], nil
}
for i := range strategiesToUse {
if strings.EqualFold(name, strategiesToUse[i]) {
return strategiesToUse[i], nil
}
}
return "", errors.New("unrecognised strategy")
}
func customSettingsLoop(reader *bufio.Reader) map[string]interface{} {
resp := make(map[string]interface{})
customSettingField := "loopTime!"
for customSettingField != "" {
fmt.Println("Enter a custom setting name. Enter nothing to stop")
customSettingField = quickParse(reader)
if customSettingField != "" {
fmt.Println("Enter a custom setting value")
resp[customSettingField] = quickParse(reader)
}
}
return resp
}
func addCurrencySetting(reader *bufio.Reader) (*config.CurrencySettings, error) {
setting := config.CurrencySettings{
BuySide: config.MinMax{},
SellSide: config.MinMax{},
}
fmt.Println("Enter the exchange name. eg Binance")
setting.ExchangeName = quickParse(reader)
fmt.Println("Please select an asset")
supported := asset.Supported()
for i := range supported {
fmt.Printf("%v. %s\n", i+1, supported[i])
}
response := quickParse(reader)
num, err := strconv.ParseFloat(response, 64)
if err == nil {
intNum := int(num)
if intNum > len(supported) || intNum <= 0 {
return nil, errors.New("unknown option")
}
setting.Asset = supported[intNum-1].String()
}
for i := range supported {
if strings.EqualFold(response, supported[i].String()) {
setting.Asset = supported[i].String()
}
}
fmt.Println("Enter the currency base. eg BTC")
setting.Base = quickParse(reader)
fmt.Println("Enter the currency quote. eg USDT")
setting.Quote = quickParse(reader)
fmt.Println("Enter the initial funds. eg 10000")
parseNum := quickParse(reader)
if parseNum != "" {
setting.InitialFunds, err = strconv.ParseFloat(parseNum, 64)
if err != nil {
return nil, err
}
}
fmt.Println("Enter the maker-fee. eg 0.001")
parseNum = quickParse(reader)
if parseNum != "" {
setting.MakerFee, err = strconv.ParseFloat(parseNum, 64)
if err != nil {
return nil, err
}
}
fmt.Println("Enter the taker-fee. eg 0.01")
parseNum = quickParse(reader)
if parseNum != "" {
setting.TakerFee, err = strconv.ParseFloat(parseNum, 64)
if err != nil {
return nil, err
}
}
fmt.Println("Will there be buy-side limits? y/n")
yn := quickParse(reader)
if yn == y || yn == yes {
setting.BuySide, err = minMaxParse("buy", reader)
if err != nil {
return nil, err
}
}
fmt.Println("Will there be sell-side limits? y/n")
yn = quickParse(reader)
if yn == y || yn == yes {
setting.SellSide, err = minMaxParse("sell", reader)
if err != nil {
return nil, err
}
}
fmt.Println("Will the in-sample data amounts conform to current exchange defined order execution limits? i.e. If amount is 1337.001345 and the step size is 0.01 order amount will be re-adjusted to 1337. y/n")
yn = quickParse(reader)
if yn == y || yn == yes {
setting.CanUseExchangeLimits = true
}
fmt.Println("Do you wish to include slippage? y/n")
yn = quickParse(reader)
if yn == y || yn == yes {
fmt.Println("Slippage is randomly determined between the lower and upper bounds.")
fmt.Println("If the lower bound is 80, then the price can change up to 80% of itself. eg if the price is 100 and the lower bound is 80, then the lowest slipped price is $80")
fmt.Println("If the upper bound is 100, then the price can be unaffected. A minimum of 80 and a maximum of 100 means that the price will randomly be set between those bounds as a way of emulating slippage")
fmt.Println("What is the lower bounds of slippage? eg 80")
setting.MinimumSlippagePercent, err = strconv.ParseFloat(quickParse(reader), 64)
if err != nil {
return nil, err
}
fmt.Println("What is the upper bounds of slippage? eg 100")
setting.MaximumSlippagePercent, err = strconv.ParseFloat(quickParse(reader), 64)
if err != nil {
return nil, err
}
}
return &setting, nil
}
func minMaxParse(buySell string, reader *bufio.Reader) (config.MinMax, error) {
resp := config.MinMax{}
var err error
fmt.Printf("What is the maximum %s size? eg 1\n", buySell)
parseNum := quickParse(reader)
if parseNum != "" {
resp.MaximumSize, err = strconv.ParseFloat(parseNum, 64)
if err != nil {
return resp, err
}
}
fmt.Printf("What is the minimum %s size? eg 0.1\n", buySell)
parseNum = quickParse(reader)
if parseNum != "" {
resp.MinimumSize, err = strconv.ParseFloat(parseNum, 64)
if err != nil {
return resp, err
}
}
fmt.Printf("What is the maximum spend %s buy? eg 12000\n", buySell)
parseNum = quickParse(reader)
if parseNum != "" {
resp.MaximumTotal, err = strconv.ParseFloat(parseNum, 64)
if err != nil {
return resp, err
}
}
return resp, nil
}
func quickParse(reader *bufio.Reader) string {
customSettingField, err := reader.ReadString('\n')
if err != nil {
log.Fatal(err)
}
customSettingField = strings.Replace(customSettingField, "\r", "", -1)
return strings.Replace(customSettingField, "\n", "", -1)
}