pepper decode both upfront and trailer works.

payIn-AAA.go → pay-In-AAA.go

 	InTrail      float64
 }
 
+func (m *AiDecodeIncome) isAAA(raw string) bool {
+	keyword := "AAA Financial Trail Report"
+	lines := strings.Split(raw, "\n")
+	return m.isKeywordExist(keyword, lines)
+}
+
 func (m *AiDecodeIncome) decodeAAAPdf(raw string) (e error) {
 	m.AAA = make([]PayInAAARow, 0, 10)
 	lines := strings.Split(raw, "\n")

pay-in-decode.go

 	Connective []ConnectiveRow
 	ResimacXls []ResimacRow
 	ResimacPdf []ResimacPdf
+	Pepper     []PepperRow
 }
 
 type AiDecodeJson struct {
 		m.Lender = loan.Lender_Resimac
 		e = m.decodeResimacXls(m.ul.tmp)
 		break
+	case loan.Lender_Pepper:
+		m.Lender = loan.Lender_Pepper
+		e = m.decodePepperXls(m.ul.tmp)
+		break
 	case loan.Lender_Unknown:
 		e = errors.New(loan.Lender_Unknown)
 		break // not able to detect Funder
 	if m.isResimacPdf(raw) {
 		return loan.Lender_Resimac
 	}
-	return loan.Lender_Unknown
-}
-
-func (m *AiDecodeIncome) isAAA(raw string) bool {
-	keyword := "AAA Financial Trail Report"
-	lines := strings.Split(raw, "\n")
-	return m.checkFunderKeyword(keyword, lines)
-}
-
-func (m *AiDecodeIncome) isConnective(raw string) bool {
-	keyword := "connective.com.au"
-	lines := strings.Split(raw, "\n")
-	return m.checkFunderKeyword(keyword, lines)
-}
-
-func (m *AiDecodeIncome) isResimacXls(raw string) bool {
-	keyword := "TRSTCD,ORGNTR,LOANNO,PORTNO,BRNAMX,LNAMT,INTRTE,DELRTE,MARGIN,SETLDX,LNBAL,MANFEE,RSINCP,RSSACT,RSSACP,SACAMT,MOFEE,MANTOT,NEWLON,REFADJ,NETNEW,FIXED,LNFORT,ORGNAM,LNEOM"
-	lines := strings.Split(raw, "\n")
-	//remove all spaces
-	for i := 0; i < len(lines); i++ {
-		lines[i] = strings.ReplaceAll(lines[i], " ", "") // remove all spaces
-	}
-	return m.checkFunderKeyword(keyword, lines)
-}
-
-func (m *AiDecodeIncome) isResimacPdf(raw string) bool {
-	keyword := "SuperFinanceMarketsPtyLtd-8779"
-	lines := strings.Split(raw, "\n")
-	//remove all spaces
-	for i := 0; i < len(lines); i++ {
-		lines[i] = strings.ReplaceAll(lines[i], " ", "") // remove all spaces
+	if m.isPepperXls(raw) {
+		return loan.Lender_Pepper
 	}
-	return m.checkFunderKeyword(keyword, lines)
+	return loan.Lender_Unknown
 }
 
-func (m *AiDecodeIncome) checkFunderKeyword(keyword string, lines []string) bool {
+func (m *AiDecodeIncome) isKeywordExist(keyword string, lines []string) bool {
 	for _, line := range lines {
 		if strings.Contains(line, keyword) {
 			return true

pay-in-pepper.go

+package main
+
+import (
+	log "github.com/sirupsen/logrus"
+	"regexp"
+	"strings"
+	"time"
+)
+
+type PepperRow struct {
+	// Common
+	InvoiceDate time.Time
+
+	// Shared Fields for both upfront and Trailer
+	LoanNumber        string
+	Customer          string
+	PrimaryIntroducer string
+	NextGenNumber     string
+	Settlement        time.Time
+	NetAmount         float64
+	GST               float64
+	GrossAmount       float64
+
+	//Trailer Only
+	Period           time.Time
+	Balance          float64
+	SettlementAmount float64
+	TrailerMargin    float64
+
+	// Upfront only
+	UpfrontRate float64
+
+	// Derived
+	IncomeType   string
+	IncomeAmount float64
+}
+
+func (m *AiDecodeIncome) isPepperXls(raw string) bool {
+	keyword := "ABN86092110079"
+	lines := strings.Split(raw, "\n")
+	for i := 0; i < len(lines); i++ {
+		lines[i] = strings.ReplaceAll(lines[i], " ", "") // remove space
+		lines[i] = strings.ReplaceAll(lines[i], ",", "") // remove ,
+		lines[i] = strings.ReplaceAll(lines[i], ":", "") // remove :
+	}
+	return m.isKeywordExist(keyword, lines)
+}
+
+func (m *AiDecodeIncome) decodePepperXls(raw []byte) (e error) {
+	m.Pepper = make([]PepperRow, 0, 30)
+
+	if m.decodePepperIsUpfront(string(raw)) {
+		e = m.decodePepperXlsUpfront(raw)
+	} else {
+		e = m.decodePepperXlsTrailer(raw)
+	}
+	return
+}
+
+func (m *AiDecodeIncome) decodePepperIsUpfront(raw string) bool {
+	keyword := "upfrontcommissions"
+	lines := strings.Split(raw, "\n")
+	for i := 0; i < len(lines); i++ {
+		lines[i] = strings.ReplaceAll(lines[i], " ", "") //remove space
+		lines[i] = strings.ReplaceAll(lines[i], ",", "") //remove ,
+		lines[i] = strings.ToLower(lines[i])             //to lower case
+	}
+	return m.isKeywordExist(keyword, lines)
+}
+
+func (m *AiDecodeIncome) decodePepperXlsTrailer(raw []byte) (e error) {
+	patternTrailer := `,([0-9]+),([ A-Za-z]+)[ ,]([ A-Za-z]+),(\d+),((?:(?:[12][0-9]|0[1-9])[/.-]02|(?:30|[12][0-9]|0[1-9])[/.-](?:0[469]|11)|(?:3[01]|[12][0-9]|0[1-9])[/.-](?:0[13578]|1[02]))[/.-][0-9]{4}),(\d+(?:\.\d{1,2})?),(\d+(?:\.\d{1,2})?),(\d+(?:\.\d{1,2})?),(\d+(?:\.\d{1,2})?),\d+\.?\d{1,2},\d+(?:\.\d{1,2})?,(\d+(?:\.\d{1,2})?),\d+(?:\.\d{1,2})?,(\d+(?:\.\d{1,2})?),\d+(?:\.\d{1,2})?,\d+(?:\.\d{1,2})?,\d+(?:\.\d{1,2})?`
+
+	IncomeType := "Trail"
+	InvoiceDate := m.decodePepperXlsGetInvoiceDate(raw)
+	CurrentPeriod := m.decodePepperXlsGetTrailerPeriod(raw)
+
+	validLine, e := regexp.Compile(patternTrailer) // error if regexp invalid
+	if e != nil {
+		return
+	}
+
+	matches := validLine.FindAllSubmatch(raw, -1)
+	if matches == nil {
+		log.Warn("pepper decode trailer found nothing no matches", IncomeType, string(raw))
+		return
+	}
+
+	for _, v := range matches {
+		pp := PepperRow{Period: CurrentPeriod, IncomeType: IncomeType}
+		pp.LoanNumber = string(v[1])
+		pp.Customer = string(v[2])
+		pp.PrimaryIntroducer = string(v[3])
+		pp.NextGenNumber = string(v[4])
+		pp.Settlement, _ = time.Parse("02/01/2006", string(v[5]))
+		pp.Balance = m.currencyToFloat64(string(v[6]))
+		pp.SettlementAmount = m.currencyToFloat64(string(v[7]))
+		pp.TrailerMargin = m.currencyToFloat64(string(v[8]))
+		pp.NetAmount = m.currencyToFloat64(string(v[9]))
+		pp.GST = m.currencyToFloat64(string(v[10]))
+		pp.GrossAmount = m.currencyToFloat64(string(v[11]))
+		pp.IncomeAmount = pp.NetAmount
+		pp.InvoiceDate = InvoiceDate
+		m.Pepper = append(m.Pepper, pp)
+	}
+
+	return
+}
+func (m *AiDecodeIncome) decodePepperXlsUpfront(raw []byte) (e error) {
+	patternUpfront := `,(\d+),([ A-Za-z]+),([ A-Za-z]+),(\d+),((?:02[/.-](?:[12][0-9]|0[1-9])|(?:0[469]|11)[/.-](?:30|[12][0-9]|0[1-9])|(?:0[13578]|1[02])[/.-](?:3[01]|[12][0-9]|0[1-9]))[/.-][0-9]{4}),"(\d{1,3}(?:,\d{3})*(?:\.\d{1,2})?)",(\d+(?:\.\d{1,2})?),-?\d+(?:\.\d{1,2})?,(-?\d+(?:\.\d{1,2})?),-?\d+(?:\.\d{1,2})?,(-?\d+(?:\.\d{1,2})?),-?\d+(?:\.\d{1,2})?,(-?\d+(?:\.\d{1,2})?)`
+	IncomeType := "Upfront"
+
+	InvoiceDate := m.decodePepperXlsGetInvoiceDate(raw)
+
+	validLine, e := regexp.Compile(patternUpfront) // error if regexp invalid
+	if e != nil {
+		return
+	}
+
+	matches := validLine.FindAllSubmatch(raw, -1)
+	if matches == nil {
+		log.Warn("pepper decode upfront found nothing no matches", IncomeType, string(raw))
+		return
+	}
+
+	for _, v := range matches {
+		pp := PepperRow{IncomeType: IncomeType}
+		pp.LoanNumber = string(v[1])
+		pp.Customer = string(v[2])
+		pp.PrimaryIntroducer = string(v[3])
+		pp.NextGenNumber = string(v[4])
+		pp.Settlement, _ = time.Parse("01/02/2006", string(v[5]))
+		pp.Balance = m.currencyToFloat64(string(v[6]))
+		pp.UpfrontRate = m.currencyToFloat64(string(v[7]))
+		pp.NetAmount = m.currencyToFloat64(string(v[8]))
+		pp.GST = m.currencyToFloat64(string(v[9]))
+		pp.GrossAmount = m.currencyToFloat64(string(v[10]))
+		pp.IncomeAmount = pp.NetAmount
+		pp.InvoiceDate = InvoiceDate
+		m.Pepper = append(m.Pepper, pp)
+	}
+	return
+}
+
+func (m *AiDecodeIncome) decodePepperXlsGetInvoiceDate(raw []byte) (ret time.Time) {
+	invoiceDatePattern := `(?i)Date *:+ *((?:(?:[12][0-9]|0?[1-9])[/.-]0?2|(?:30|[12][0-9]|0?[1-9])[/.-](?:0?[469]|11)|(?:3[01]|[12][0-9]|0?[1-9])[/.-](?:0?[13578]|1[02]))[/.-][0-9]{4}|(?:(?:[12][0-9]|0?[1-9])-(?:Jan|January|Feb|February|Mar|March|Apr|April|May|May|Jun|June|Jul|July|Aug|August|Sep|September|Oct|October|Nov|November|Dec|December)|(?:30|[12][0-9]|0?[1-9])-(?:Jan|January|Feb|February|Mar|March|Apr|April|May|May|Jun|June|Jul|July|Aug|August|Sep|September|Oct|October|Nov|November|Dec|December)|(?:3[01]|[12][0-9]|0?[1-9])-(?:Jan|January|Feb|February|Mar|March|Apr|April|May|May|Jun|June|Jul|July|Aug|August|Sep|September|Oct|October|Nov|November|Dec|December))-[0-9]{4})`
+	invoiceDateLine, e := regexp.Compile(invoiceDatePattern)
+	if e != nil {
+		return
+	}
+	matches := invoiceDateLine.FindSubmatch(raw)
+	ret, _ = time.Parse("02-Jan-2006", string(matches[1]))
+	return
+}
+
+func (m *AiDecodeIncome) decodePepperXlsGetTrailerPeriod(raw []byte) (ret time.Time) {
+	period := `(?i)Trailer *Commissions[ ,]+Trail +((?:Jan|January|Feb|February|Mar|March|Apr|April|May|May|Jun|June|Jul|July|Aug|August|Sep|September|Oct|October|Nov|November|Dec|December)[\t ]+[0-9]{4})`
+
+	periodLine, e := regexp.Compile(period)
+	if e != nil {
+		return
+	}
+	periods := periodLine.FindSubmatch(raw)
+	if periods == nil {
+		log.Error("pepper Trailer cannot find Period", string(raw), m)
+		return
+	}
+	ret, _ = time.Parse("January 2006", string(periods[1]))
+	return
+}
+
+var sample_pepper_trailer = `
+FORMAT XLONE REPORT,DefnSheetName=_defntmp_,,,,,,,,,,,,,,,,,,,,
+SET,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,RECIPIENT CREATED TAX INVOICE,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,Date: 15-Jul-2020,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,Pepper Homeloans Pty Limited ,,,,,,,,,,,,,,,,
+*,,,,,ABN:    86 092 110 079,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,To:,Super Finance Markets,,,,,,,,,,,,,,,
+*,,,,,,ABN: 68 620 533 333,,,,,,,,,,,,,,,
+*,,,,,,"International Tower One, Suite 2304, Level 23 100 Barangaroo Avenue, ",,,,,,,,,,,,,,,
+*,,,,,,Barangaroo NSW 2000,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,Trailer Commissions,TRAIL JUNE 2020,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,Account Number,Email Address,Description,UploadDate,Loan Number,Customer,Primary Introducer,Franchisee \ Next Gen Number \ Notes,Settlement Date,Balance as at end of month,Settlement Amount,Trailer Comm Margin,Net Amount,Net Amount,GST,GST*,Gross Amount,Gross Amount,,,
+h.*,,,,,,,,,,,,,,,,,,,,,
+h.REPEAT,,,,,,,,,,,,,,,,,,,,,
+h.COLUMNS,,,,,,,,,,,,,,,,,,,,,
+h.REPEAT,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1239633,Benny Youbin He,LAW ANDREW,720478,25/07/2019,1497907.3,1500000,0.25,307.79,307.79,30.78,30.78,307.79,338.57,1497907.3,1500000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1244928,Yingjiao Zhang,LAW ANDREW,729657,05/02/2020,636177.21,739200,0.25,130.72,130.72,13.07,13.07,130.72,143.79,636177.21,739200,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1245619,Darren Julian Cantrill,LAW ANDREW,730570,03/03/2020,650690.27,656900,0.25,133.7,133.7,13.37,13.37,133.7,147.07,650690.27,656900,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1246270,Khanh Huyen Nguyen Cung,LAW ANDREW,731134,30/03/2020,344808.41,423000,0.25,70.85,70.85,7.09,7.09,70.85,77.94,344808.41,423000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247301,Phuong Moc Luu,LAW ANDREW,731481,07/05/2020,1198547.28,1200000,0.25,246.28,246.28,24.63,24.63,246.28,270.91,1198547.28,1200000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1246232,Monica Cao,LAW ANDREW,731538,25/03/2020,647250.56,650000,0.25,133,133,13.3,13.3,133,146.3,647250.56,650000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1245878,Teresa Thach Thao Le Nguyen,LAW ANDREW,731751,06/03/2020,256162.15,260000,0.25,52.64,52.64,5.26,5.26,52.64,57.9,256162.15,260000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1245983,Nuam Thiha,LAW ANDREW,731906,13/03/2020,597299.23,600000,0.25,122.73,122.73,12.27,12.27,122.73,135,597299.23,600000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247828,Diep Thi Ngoc Truong,LAW ANDREW,731951,16/06/2020,520000,520000,0.25,106.85,106.85,10.69,10.69,106.85,117.54,520000,520000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1246826,Thi Kim Lan Vo,CHEN LIN,732745,05/05/2020,449125.63,450000,0.25,92.29,92.29,9.23,9.23,92.29,101.52,449125.63,450000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247293,Vu Thuy Dung Phan,CHEN LIN,733940,04/05/2020,487267.77,488000,0.25,100.12,100.12,10.01,10.01,100.12,110.13,487267.77,488000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247314,Ngoc Dung Tran,CHEN LIN,734192,08/05/2020,612228.65,613000,0.25,125.8,125.8,12.58,12.58,125.8,138.38,612228.65,613000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247541,Trung Thuy Bui,CHEN LIN,734279,18/05/2020,361345.39,624000,0.25,74.25,74.25,7.43,7.43,74.25,81.68,361345.39,624000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247774,Kim Son Dang,CHEN LIN,734307,03/06/2020,364000,364000,0.25,74.79,74.79,7.48,7.48,74.79,82.27,364000,364000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247775,Kim Son Dang,CHEN LIN,734308,03/06/2020,616000,616000,0.25,126.57,126.57,12.66,12.66,126.57,139.23,616000,616000,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247677,Helen Nguyen,CHEN LIN,734315,26/05/2020,417034.11,417506.4,0.25,85.69,85.69,8.57,8.57,85.69,94.26,417034.11,417506.4,0.25
+LIST,1002621011000000000000,,PHL             Trail Commissio LenLMOgGG       NA              Not Applicable                  Cost of Sales,07/15/2020,1247977,Trieu Hong Nhung Nguyen,CHEN LIN,734403,23/06/2020,416000,416000,0.25,85.48,85.48,8.55,8.55,85.48,94.03,416000,416000,0.25
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+h.REPEAT END,,,,,,,,,,,,,,,,,,,,,
+h.*,,,,,,,,,,,,,,,,,,,,,
+h.*,,,,,,,,,,,,,,,,,,,,,
+h.REPEAT END,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,2069.55,2069.55,206.97,206.97,2069.55,2276.52,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,* The GST shown above is payable by the Supplier,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,Remittance Advice:,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,Payment has been directly credited to your bank account as follows:,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,Account Name:,Super Finance Markets,,,,,,,,,,,,,,,
+*,,,,,Bank:,&COLUMNDEFN1.F1CHA_BANKNAME,,,,,,,,,,,,,,,
+*,,,,,BSB:,082-401,,,,,,,,,,,,,,,
+*,,,,,Account Number:,267602721,,,,,,,,,,,,,,,
+*,,,,,Amount:,2276.52,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,,,,,
+`
+
+var sample_pepper_upfront = `
+FORMAT XLONE REPORT,DefnSheetName=_defntmp_,,,,,,,,,,,,,,,,
+SET,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,RECIPIENT CREATED TAX INVOICE
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,Date: 30-Jun-2020
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,Pepper Homeloans Pty Limited,,,,,,,,,,,,
+*,,,,,ABN:    86 092 110 079,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,To:,Super Finance Markets,,,,,,,,,,,
+*,,,,,,ABN: 68 620 533 333,,,,,,,,,,,
+*,,,,,,"International Tower One, Suite 2304, Level 23 100 Barangaroo Avenue, ",,,,,,,,,,,
+*,,,,,,Barangaroo NSW 2000,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,Upfront Commissions,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,Account Number,Email,Description,UploadDate,Loan Number,Customer,Primary Introducer,Notes\Next Gen Number,Settlement Date,Settlement Amount less Offset & Redraw,Upfront Rate,Net Amount,Net Amount,GST,GST*,Gross Amount,Gross Amount
+*,,,,,,,,,,,,,,,,,
+LIST,SUFMARCOM,andrew@supercredit.com.au,Super Finance Markets,06/30/2020,1247977,Trieu Hong Nhung Nguyen,CHEN LIN,734403,06/22/2020,"416,000.00",1.00,-4160,4160,-416,416,-4576,4576
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,-4160,4160,-416,416,-4576,4576
+*,,,,,,,,,,,,,,,,,
+*,,,,,* The GST shown above is payable by the Supplier,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,Remittance Advice:,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,Payment has been directly credited to your bank account as follows:,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,Account Name:,Super Finance Markets,,,,,,,,,,,
+*,,,,,BSB:,082-401,,,,,,,,,,,
+*,,,,,Account Number:,267602721,,,,,,,,,,,
+*,,,,,Amount:,4576,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+*,,,,,,,,,,,,,,,,,
+`

pay-in-resimac.go

 	IncomeAmount  float64
 }
 
+func (m *AiDecodeIncome) isResimacXls(raw string) bool {
+	keyword := "TRSTCD,ORGNTR,LOANNO,PORTNO,BRNAMX,LNAMT,INTRTE,DELRTE,MARGIN,SETLDX,LNBAL,MANFEE,RSINCP,RSSACT,RSSACP,SACAMT,MOFEE,MANTOT,NEWLON,REFADJ,NETNEW,FIXED,LNFORT,ORGNAM,LNEOM"
+	lines := strings.Split(raw, "\n")
+	//remove all spaces
+	for i := 0; i < len(lines); i++ {
+		lines[i] = strings.ReplaceAll(lines[i], " ", "") // remove all spaces
+	}
+	return m.isKeywordExist(keyword, lines)
+}
+
+func (m *AiDecodeIncome) isResimacPdf(raw string) bool {
+	keyword := "SuperFinanceMarketsPtyLtd-8779"
+	lines := strings.Split(raw, "\n")
+	//remove all spaces
+	for i := 0; i < len(lines); i++ {
+		lines[i] = strings.ReplaceAll(lines[i], " ", "") // remove all spaces
+	}
+	return m.isKeywordExist(keyword, lines)
+}
+
 func (m *AiDecodeIncome) decodeResimacXls(raw []byte) (e error) {
 	m.ResimacXls = make([]ResimacRow, 0, 100)
 	lines := strings.Split(string(raw), "\n")

payin-connective.go

 	Total       float64
 }
 
+func (m *AiDecodeIncome) isConnective(raw string) bool {
+	keyword := "connective.com.au"
+	lines := strings.Split(raw, "\n")
+	return m.isKeywordExist(keyword, lines)
+}
+
 func (m *AiDecodeIncome) decodeConnectivePdf(raw []byte) (e error) {
 	m.Connective = make([]ConnectiveRow, 0, 30)
 	period := `(?i)Commission +Statement {0}[ ()a-z-]*((?:(?:[12][0-9]|0?[1-9])[/.-]0?2|(?:30|[12][0-9]|0?[1-9])[/.-](?:0?[469]|11)|(?:3[01]|[12][0-9]|0?[1-9])[/.-](?:0?[13578]|1[02]))[/.-][0-9]{4}) +to +((?:(?:[12][0-9]|0?[1-9])[/.-]0?2|(?:30|[12][0-9]|0?[1-9])[/.-](?:0?[469]|11)|(?:3[01]|[12][0-9]|0?[1-9])[/.-](?:0?[13578]|1[02]))[/.-][0-9]{4})[ -]+Super Finance Markets Pty Ltd`
 
 	matches := validLine.FindAllSubmatch(raw, -1)
 	if matches == nil {
-		log.Warn("connective decode found nothing no matches", raw)
+		log.Warn("connective decode found nothing no matches", string(raw))
 		return
 	}