Biukop
/
SFM-loan-Rest-Api
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connective funder analyzed

master
sp 4 年之前
父節點
ee5415ef71
當前提交
bcb028d772
共有 3 個文件被更改，包括 272 次插入 和 191 次删除
分割檢視
Diff Options
Show Stats Download Patch File Download Diff File
  1. +20
    -15
      pay-in-decode.go
  2. +4
    -2
      pay-in-decode_test.go
  3. +248
    -174
      payin-connective.go

+ 20
- 15
pay-in-decode.go 查看文件

@@ -21,16 +21,9 @@ type AiDecodeIncome struct {
}

type DecodeIncomeDetails struct {
Lender loan.LenderType
AAA []PayInAAARow
Connective_ANZ []ConnectiveRow
Connective_BOC []ConnectiveRow
Connective_CHLAB []ConnectiveRow
Connective_HSL []ConnectiveRow
Connective_ING []ConnectiveRow
Connective_MEB []ConnectiveRow
Connective_SGB []ConnectiveRow
Connective_WPC []ConnectiveRow
Lender loan.LenderType
AAA []PayInAAARow
Connective []ConnectiveRow
}

type AiDecodeJson struct {
@@ -142,7 +135,11 @@ func (m *AiDecodeIncome) decodePdf() (e error) {
pi.IncomeType = "Trail"
m.PayIn = append(m.PayIn, pi)
}
log.Println("AAA final result", m.AAA)
// log.Println("AAA final result", m.AAA)
break
case loan.Lender_Connective:
m.Lender = loan.Lender_Connective
e = m.decodeConnectivePdf(out)
break
case loan.Lender_Unknown:
e = errors.New(loan.Lender_Unknown)
@@ -160,7 +157,9 @@ func (m *AiDecodeIncome) detectFunder(raw string) loan.LenderType {
if m.isAAA(raw) {
return loan.Lender_AAA
}

if m.isConnective(raw) {
return loan.Lender_Connective
}
return loan.Lender_Unknown
}

@@ -170,10 +169,16 @@ func (m *AiDecodeIncome) isAAA(raw string) bool {
return m.checkFunderKeyword(keyword, lines, 0, 3)
}

func (m *AiDecodeIncome) isConnective(raw string) bool {
keyword := "connective.com.au"
lines := strings.Split(raw, "\n")
return m.checkFunderKeyword(keyword, lines, 0, 3)
}

func (m *AiDecodeIncome) checkFunderKeyword(keyword string, lines []string, start int, end int) bool {
for idx, line := range lines {
// first 10 lines has Key word
if strings.Contains(line, keyword) && idx >= start && idx <= 10 {
for _, line := range lines {
// as long as it has it
if strings.Contains(line, keyword) {
return true
}
}

+ 4
- 2
pay-in-decode_test.go 查看文件

@@ -3,13 +3,15 @@ package main
import (
"biukop.com/sfm/loan"
log "github.com/sirupsen/logrus"
"github.com/stretchr/testify/assert"
"testing"
)

func TestDecodePayInMain(t *testing.T) {
ai := AiDecodeIncome{}
ul := loan.Uploads{}
ul.Read(30)
_ = ai.decodeUploadToPayIn(ul, false)
ul.Read(2)
e := ai.decodeUploadToPayIn(ul, false)
assert.Equal(t, e, nil, "should be no error")
log.Println(ai)
}

+ 248
- 174
payin-connective.go 查看文件

@@ -1,179 +1,253 @@
package main

//sample data
//9/25/2020 Commission Statement
//
//
//
//
//Commission Statement (Trail) - 01/08/2020 to 31/08/2020 - Super Finance Markets Pty Ltd
//
//
//Loan Account Name Settled Lender Loan Amount Balance Associate Comm Type % Paid GST Total
//Split
//
//
//
//ANZ
//687156246 DENG ASHLEY 25/08/2020 ANZ $200,000.00 $97,640.15 Bo Zhu $4.15 tc 100 % $4.15 $0.42 $4.57
//
//687156254 DENG ASHLEY 25/08/2020 ANZ $360,000.00 $360,000.00 Bo Zhu $10.35 tc 100 % $10.35 $1.04 $11.39
//
//687156262 DENG ASHLEY 25/08/2020 ANZ $500,000.00 $500,000.00 Bo Zhu $14.38 tc 100 % $14.38 $1.44 $15.82
//
//687109829 FU JINGYUN 18/08/2020 ANZ $170,000.00 $170,000.00 Bo Zhu $9.78 tc 100 % $9.78 $0.98 $10.76
//
//687109837 FU JINGYUN 18/08/2020 ANZ $245,000.00 $0.00 Bo Zhu $2.04 tc 100 % $2.04 $0.20 $2.24
//
//687145432 GU ZAC ZHEN 24/08/2020 ANZ $464,000.00 $464,000.00 Bo Zhu $15.25 tc 100 % $15.25 $1.53 $16.78
//
//686768902 HAO YANAN 01/07/2020 ANZ $470,000.00 $426,358.02 Bo Zhu $59.40 tc 100 % $59.40 $5.94 $65.34
//
//686766595 LAI JIAOLONG 01/07/2020 ANZ $188,000.00 $17,726.29 Bo Zhu $2.50 tc 100 % $2.50 $0.25 $2.75
//
//686766608 LAI JIAOLONG 01/07/2020 ANZ $180,000.00 $179,690.48 Bo Zhu $22.89 tc 100 % $22.89 $2.29 $25.18
//
//685061729 MENG SICHEN 02/09/2019 ANZ $105,000.00 $100,911.09 Bo Zhu $12.81 tc 100 % $12.81 $1.28 $14.09
//
//685061737 MENG SICHEN 02/09/2019 ANZ $399,000.00 $391,608.66 Bo Zhu $49.89 tc 100 % $49.89 $4.99 $54.88
//
//687008884 NERCESSIAN 05/08/2020 ANZ $158,031.59 $158,031.59 Bo Zhu $17.55 tc 100 % $17.55 $1.76 $19.31
//ALEX OSCAR
//
//685245413 WEN TAO 09/10/2019 ANZ $810,000.00 $463,149.89 Bo Zhu $59.72 tc 100 % $59.72 $5.97 $65.69
//
//686508297 XIA RENNAN 29/05/2020 ANZ $1,100,000.00 $736,349.83 Bo Zhu $95.95 tc 100 % $95.95 $9.60 $105.55
//
//686508318 XIA RENNAN 29/05/2020 ANZ $400,000.00 $398,130.00 Bo Zhu $50.80 tc 100 % $50.80 $5.08 $55.88
//Total (ANZ) $5,749,031.59 $4,463,596.00 $427.46 $427.46 $42.77 $470.23
//
//
//
//BOC
//100001403165615 YINGJIAO 18/02/2020 BOC $750,000.00 $0.00 Bo Zhu $42.64 tc 100 % $42.64 $4.26 $46.90
//ZHANG
//
//100001403165615 YINGJIAO 18/02/2020 BOC $750,000.00 $0.00 Bo Zhu $42.59 tc 100 % $42.59 $4.26 $46.85
//ZHANG
//
//https://m5.connective.com.au/api/comms/showCommList.jsp?id=b472e1c4-fec4-11ea-94e6-005056b5e136&comm_type=tc&lenderId=&associateId= 1/3
//9/25/2020 Commission Statement
//
//Loan Account Name Settled Lender Loan Amount Balance Associate Comm Type % Paid GST Total
//Split
//
//
//Total (BOC) $1,500,000.00 $0.00 $85.23 $85.23 $8.52 $93.75
//
//
//
//CHLAB
//0041914813 YX01 CHRISTOPHER 12/12/2019 CHLAB $411,775.00 $315,875.03 Ian Lloyd $40.13 tc 100 % $40.13 $4.01 $44.15
//JOSEPH
//PISANI
//
//0041914813 YX02 CHRISTOPHER 12/12/2019 CHLAB $85,000.00 $85,000.00 Ian Lloyd $10.80 tc 100 % $10.80 $1.08 $11.88
//JOSEPH
//PISANI
//Total (CHLAB) $496,775.00 $400,875.03 $50.93 $50.93 $5.09 $56.03
//
//
//
//HSL
//341960587 Huang T 19/09/2019 HSL $400,000.00 $391,801.03 Ian Lloyd $49.91 tc 100 % $49.91 $4.99 $54.90
//
//851874400 Huang T 03/12/2019 HSL $287,000.00 $149,019.02 Ian Lloyd $18.98 tc 100 % $18.98 $1.90 $20.88
//Total (HSL) $687,000.00 $540,820.05 $68.89 $68.89 $6.89 $75.78
//
//
//
//
//ING
//28446283 MR Dylan 01/02/2019 ING $100,431.54 $99,228.57 Ian Lloyd $12.59 tc 100 % $12.59 $1.26 $13.85
//Waring
//
//28446294 MR Dylan 01/02/2019 ING $326,000.00 $323,513.96 Ian Lloyd $41.08 tc 100 % $41.08 $4.11 $45.19
//Waring
//
//28915359 MS Emily 03/02/2020 ING $412,000.00 $409,509.47 Ian Lloyd $52.02 tc 100 % $52.02 $5.20 $57.22
//Jeoung
//
//28924374 MS Rhiannon 10/02/2020 ING $320,000.00 $316,427.48 Ian Lloyd $40.28 tc 100 % $40.28 $4.03 $44.31
//Lloyd
//
//29044457 MS ZDENKA 13/05/2020 ING $308,000.00 $306,270.89 Ian Lloyd $38.98 tc 100 % $38.98 $3.90 $42.88
//MARY
//ASHFIELD
//
//29044468 MS ZDENKA 13/05/2020 ING $57,000.00 $56,755.78 Ian Lloyd $7.21 tc 100 % $7.21 $0.72 $7.93
//MARY
//ASHFIELD
//
//29084842 MS Sharon Joy 11/06/2020 ING $375,000.00 $374,993.96 Ian Lloyd $47.68 tc 100 % $47.68 $4.77 $52.45
//McClelland
//
//29084853 MS Sharon Joy 11/06/2020 ING $75,000.00 $72,057.85 Ian Lloyd $9.17 tc 100 % $9.17 $0.92 $10.09
//McClelland
//Total (ING) $1,973,431.54 $1,958,757.96 $249.01 $249.01 $24.90 $273.91
//
//https://m5.connective.com.au/api/comms/showCommList.jsp?id=b472e1c4-fec4-11ea-94e6-005056b5e136&comm_type=tc&lenderId=&associateId= 2/3
//9/25/2020 Commission Statement
//
//Loan Account Name Settled Lender Loan Amount Balance Associate Comm Type % Paid GST Total
//Split
//
//
//
//
//MEB
//1676620 Ian Francis 03/02/2020 MEB $205,600.00 $203,280.20 Ian Lloyd $25.41 tc 100 % $25.41 $2.54 $27.95
//Lloyd
//
//823275 Reece Kenneth 24/07/2019 MEB $376,088.56 $368,253.20 Ian Lloyd $46.03 tc 100 % $46.03 $4.60 $50.63
//Godfrey and
//Sarah Anne
//Heyes
//Total (MEB) $581,688.56 $571,533.40 $71.44 $71.44 $7.14 $78.58
//
//
//
//
//SGB
//100212227685200 BILAL AKIL 21/02/2020 SGB $700,000.00 $692,515.82 Bo Zhu $86.56 TC 100 % $86.56 $8.66 $95.22
//JIAOYUE CAO
//Total (SGB) $700,000.00 $692,515.82 $86.56 $86.56 $8.66 $95.22
//
//
//
//WPC
//700183234270 Lin Feng 25/06/2020 WPC $370,000.00 $210,607.62 Bo Zhu $26.76 tc 100 % $26.76 $2.68 $29.44
//
//700183234297 Lin Feng 24/06/2020 WPC $250,000.00 -$19.98 Bo Zhu $0.00 tc 0% $0.00 $0.00 $0.00
//
//700183234238 Lin Feng 24/06/2020 WPC $280,000.00 $278,301.00 Bo Zhu $35.36 tc 100 % $35.36 $3.54 $38.90
//
//700183234254 Lin Feng 24/06/2020 WPC $600,593.00 $596,337.00 Bo Zhu $75.76 tc 100 % $75.76 $7.58 $83.34
//
//700183234131 Lin Feng 24/06/2020 WPC $370,000.00 $367,916.00 Bo Zhu $46.74 tc 100 % $46.74 $4.67 $51.41
//
//700183234174 Lin Feng 24/06/2020 WPC $260,000.00 $258,524.00 Bo Zhu $32.85 tc 100 % $32.85 $3.29 $36.14
//
//700183234094 Lin Feng 24/06/2020 WPC $393,666.00 $390,833.00 Bo Zhu $49.66 tc 100 % $49.66 $4.97 $54.63
//
//700183233972 Lin Feng 24/06/2020 WPC $410,000.00 $407,087.00 Bo Zhu $51.72 tc 100 % $51.72 $5.17 $56.89
//
//700183122084 Zhou Zeyu 01/04/2020 WPC $845,000.00 $309,335.07 Bo Zhu $39.30 tc 100 % $39.30 $3.93 $43.23
//Total (WPC) $3,779,259.00 $2,818,920.71 $358.15 $358.15 $35.83 $393.98
//
//
//
//Total (Overall) $15,467,185.69 $11,447,018.97 $1,397.67 $1,397.67 $139.81 $1,537.48
//
//
//
//
//https://m5.connective.com.au/api/comms/showCommList.jsp?id=b472e1c4-fec4-11ea-94e6-005056b5e136&comm_type=tc&lenderId=&associateId= 3/3
//
import (
log "github.com/sirupsen/logrus"
"regexp"
"strconv"
"strings"
"time"
)

var sample_data_connective = `
9/25/2020 Commission Statement




Commission Statement (Trail) - 01/08/2020 to 31/08/2020 - Super Finance Markets Pty Ltd


Loan Account Name Settled Lender Loan Amount Balance Associate Comm Type % Paid GST Total
Split



ANZ
687156246 DENG ASHLEY 25/08/2020 ANZ $200,000.00 $97,640.15 Bo Zhu $4.15 tc 100 % $4.15 $0.42 $4.57

687156254 DENG ASHLEY 25/08/2020 ANZ $360,000.00 $360,000.00 Bo Zhu $10.35 tc 100 % $10.35 $1.04 $11.39

687156262 DENG ASHLEY 25/08/2020 ANZ $500,000.00 $500,000.00 Bo Zhu $14.38 tc 100 % $14.38 $1.44 $15.82

687109829 FU JINGYUN 18/08/2020 ANZ $170,000.00 $170,000.00 Bo Zhu $9.78 tc 100 % $9.78 $0.98 $10.76

687109837 FU JINGYUN 18/08/2020 ANZ $245,000.00 $0.00 Bo Zhu $2.04 tc 100 % $2.04 $0.20 $2.24

687145432 GU ZAC ZHEN 24/08/2020 ANZ $464,000.00 $464,000.00 Bo Zhu $15.25 tc 100 % $15.25 $1.53 $16.78

686768902 HAO YANAN 01/07/2020 ANZ $470,000.00 $426,358.02 Bo Zhu $59.40 tc 100 % $59.40 $5.94 $65.34

686766595 LAI JIAOLONG 01/07/2020 ANZ $188,000.00 $17,726.29 Bo Zhu $2.50 tc 100 % $2.50 $0.25 $2.75

686766608 LAI JIAOLONG 01/07/2020 ANZ $180,000.00 $179,690.48 Bo Zhu $22.89 tc 100 % $22.89 $2.29 $25.18

685061729 MENG SICHEN 02/09/2019 ANZ $105,000.00 $100,911.09 Bo Zhu $12.81 tc 100 % $12.81 $1.28 $14.09

685061737 MENG SICHEN 02/09/2019 ANZ $399,000.00 $391,608.66 Bo Zhu $49.89 tc 100 % $49.89 $4.99 $54.88

687008884 NERCESSIAN 05/08/2020 ANZ $158,031.59 $158,031.59 Bo Zhu $17.55 tc 100 % $17.55 $1.76 $19.31
ALEX OSCAR

685245413 WEN TAO 09/10/2019 ANZ $810,000.00 $463,149.89 Bo Zhu $59.72 tc 100 % $59.72 $5.97 $65.69

686508297 XIA RENNAN 29/05/2020 ANZ $1,100,000.00 $736,349.83 Bo Zhu $95.95 tc 100 % $95.95 $9.60 $105.55

686508318 XIA RENNAN 29/05/2020 ANZ $400,000.00 $398,130.00 Bo Zhu $50.80 tc 100 % $50.80 $5.08 $55.88
Total (ANZ) $5,749,031.59 $4,463,596.00 $427.46 $427.46 $42.77 $470.23



BOC
100001403165615 YINGJIAO 18/02/2020 BOC $750,000.00 $0.00 Bo Zhu $42.64 tc 100 % $42.64 $4.26 $46.90
ZHANG

100001403165615 YINGJIAO 18/02/2020 BOC $750,000.00 $0.00 Bo Zhu $42.59 tc 100 % $42.59 $4.26 $46.85
ZHANG

https://m5.connective.com.au/api/comms/showCommList.jsp?id=b472e1c4-fec4-11ea-94e6-005056b5e136&comm_type=tc&lenderId=&associateId= 1/3
9/25/2020 Commission Statement

Loan Account Name Settled Lender Loan Amount Balance Associate Comm Type % Paid GST Total
Split


Total (BOC) $1,500,000.00 $0.00 $85.23 $85.23 $8.52 $93.75



CHLAB
0041914813 YX01 CHRISTOPHER 12/12/2019 CHLAB $411,775.00 $315,875.03 Ian Lloyd $40.13 tc 100 % $40.13 $4.01 $44.15
JOSEPH
PISANI

0041914813 YX02 CHRISTOPHER 12/12/2019 CHLAB $85,000.00 $85,000.00 Ian Lloyd $10.80 tc 100 % $10.80 $1.08 $11.88
JOSEPH
PISANI
Total (CHLAB) $496,775.00 $400,875.03 $50.93 $50.93 $5.09 $56.03



HSL
341960587 Huang T 19/09/2019 HSL $400,000.00 $391,801.03 Ian Lloyd $49.91 tc 100 % $49.91 $4.99 $54.90

851874400 Huang T 03/12/2019 HSL $287,000.00 $149,019.02 Ian Lloyd $18.98 tc 100 % $18.98 $1.90 $20.88
Total (HSL) $687,000.00 $540,820.05 $68.89 $68.89 $6.89 $75.78




ING
28446283 MR Dylan 01/02/2019 ING $100,431.54 $99,228.57 Ian Lloyd $12.59 tc 100 % $12.59 $1.26 $13.85
Waring

28446294 MR Dylan 01/02/2019 ING $326,000.00 $323,513.96 Ian Lloyd $41.08 tc 100 % $41.08 $4.11 $45.19
Waring

28915359 MS Emily 03/02/2020 ING $412,000.00 $409,509.47 Ian Lloyd $52.02 tc 100 % $52.02 $5.20 $57.22
Jeoung

28924374 MS Rhiannon 10/02/2020 ING $320,000.00 $316,427.48 Ian Lloyd $40.28 tc 100 % $40.28 $4.03 $44.31
Lloyd

29044457 MS ZDENKA 13/05/2020 ING $308,000.00 $306,270.89 Ian Lloyd $38.98 tc 100 % $38.98 $3.90 $42.88
MARY
ASHFIELD

29044468 MS ZDENKA 13/05/2020 ING $57,000.00 $56,755.78 Ian Lloyd $7.21 tc 100 % $7.21 $0.72 $7.93
MARY
ASHFIELD

29084842 MS Sharon Joy 11/06/2020 ING $375,000.00 $374,993.96 Ian Lloyd $47.68 tc 100 % $47.68 $4.77 $52.45
McClelland

29084853 MS Sharon Joy 11/06/2020 ING $75,000.00 $72,057.85 Ian Lloyd $9.17 tc 100 % $9.17 $0.92 $10.09
McClelland
Total (ING) $1,973,431.54 $1,958,757.96 $249.01 $249.01 $24.90 $273.91

https://m5.connective.com.au/api/comms/showCommList.jsp?id=b472e1c4-fec4-11ea-94e6-005056b5e136&comm_type=tc&lenderId=&associateId= 2/3
9/25/2020 Commission Statement

Loan Account Name Settled Lender Loan Amount Balance Associate Comm Type % Paid GST Total
Split




MEB
1676620 Ian Francis 03/02/2020 MEB $205,600.00 $203,280.20 Ian Lloyd $25.41 tc 100 % $25.41 $2.54 $27.95
Lloyd

823275 Reece Kenneth 24/07/2019 MEB $376,088.56 $368,253.20 Ian Lloyd $46.03 tc 100 % $46.03 $4.60 $50.63
Godfrey and
Sarah Anne
Heyes
Total (MEB) $581,688.56 $571,533.40 $71.44 $71.44 $7.14 $78.58




SGB
100212227685200 BILAL AKIL 21/02/2020 SGB $700,000.00 $692,515.82 Bo Zhu $86.56 TC 100 % $86.56 $8.66 $95.22
JIAOYUE CAO
Total (SGB) $700,000.00 $692,515.82 $86.56 $86.56 $8.66 $95.22



WPC
700183234270 Lin Feng 25/06/2020 WPC $370,000.00 $210,607.62 Bo Zhu $26.76 tc 100 % $26.76 $2.68 $29.44

700183234297 Lin Feng 24/06/2020 WPC $250,000.00 -$19.98 Bo Zhu $0.00 tc 0% $0.00 $0.00 $0.00

700183234238 Lin Feng 24/06/2020 WPC $280,000.00 $278,301.00 Bo Zhu $35.36 tc 100 % $35.36 $3.54 $38.90

700183234254 Lin Feng 24/06/2020 WPC $600,593.00 $596,337.00 Bo Zhu $75.76 tc 100 % $75.76 $7.58 $83.34

700183234131 Lin Feng 24/06/2020 WPC $370,000.00 $367,916.00 Bo Zhu $46.74 tc 100 % $46.74 $4.67 $51.41

700183234174 Lin Feng 24/06/2020 WPC $260,000.00 $258,524.00 Bo Zhu $32.85 tc 100 % $32.85 $3.29 $36.14

700183234094 Lin Feng 24/06/2020 WPC $393,666.00 $390,833.00 Bo Zhu $49.66 tc 100 % $49.66 $4.97 $54.63

700183233972 Lin Feng 24/06/2020 WPC $410,000.00 $407,087.00 Bo Zhu $51.72 tc 100 % $51.72 $5.17 $56.89

700183122084 Zhou Zeyu 01/04/2020 WPC $845,000.00 $309,335.07 Bo Zhu $39.30 tc 100 % $39.30 $3.93 $43.23
Total (WPC) $3,779,259.00 $2,818,920.71 $358.15 $358.15 $35.83 $393.98



Total (Overall) $15,467,185.69 $11,447,018.97 $1,397.67 $1,397.67 $139.81 $1,537.48




https://m5.connective.com.au/api/comms/showCommList.jsp?id=b472e1c4-fec4-11ea-94e6-005056b5e136&comm_type=tc&lenderId=&associateId= 3/3
`

type ConnectiveRow struct {
Period time.Time
LoanAccount string
Name string
Settled time.Time
Lender string
LoanAmount float64
Balance float64
Associate string
Comm float64
Type string
Percent float64
Paid float64
GST float64
Total float64
}

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`
pattern := `((?:\d{5,15} ?[\dA-Z]+){1,16}) +([A-Za-z]+(?: [ A-Za-z]){0,5}[A-Za-z]+) +((?:3[01]|[12][0-9]|0?[1-9])[/.-](?:1[0-2]|0?[1-9])[/.-][0-9]{4}) +([A-Z]+) +(\$[\d,.]+) +([ $][\d,.]+) +([ A-Za-z]+ ?[A-Za-z]+ ?[A-Za-z]+) +([ $][\d ]{1,3}(?:[ ,][\d ]{3})*(?:[ .][\d ]{2})?) +([A-Za-z]+) +(\d+)[ %]+ +(\$[\d ]{1,3}(?:,\d{1,3})*(?:\.\d{2})?) +(\$\d{1,3}(?:,\d{3})*(?:\.\d{2})?) +([ $][\d ]{1,3}(?:,\d{3})?(?:\.\d{2})?)`

periodLine, e := regexp.Compile(period)
if e != nil {
return
}
validLine, e := regexp.Compile(pattern) // error if regexp invalid
if e != nil {
return
}

periods := periodLine.FindSubmatch(raw)
CurrentPeriod, _ := time.Parse("02/01/2006", string(periods[1]))

matches := validLine.FindAllSubmatch(raw, -1)
if matches == nil {
log.Warn("connective decode found nothing no matches", raw)
return
}

for _, v := range matches {
cr := ConnectiveRow{Period: CurrentPeriod}
cr.LoanAccount = string(v[1])
cr.Name = string(v[2])
cr.Settled, _ = time.Parse("02/01/2006", string(v[3]))
cr.Lender = string(v[4])
cr.LoanAmount = m.currencyToFloat64(string(v[5]))
cr.Balance = m.currencyToFloat64(string(v[6]))
cr.Associate = string(v[7])
cr.Comm = m.currencyToFloat64(string(v[8]))
cr.Type = string(v[9])
percentInt, _ := strconv.Atoi(string(v[10]))
cr.Percent = float64(percentInt) / 100
cr.Paid = m.currencyToFloat64(string(v[11]))
cr.GST = m.currencyToFloat64(string(v[12]))
cr.Total = m.currencyToFloat64(string(v[13]))
m.Connective = append(m.Connective, cr)
}
return
}

func (m *AiDecodeIncome) currencyToFloat64(cur string) (ret float64) {
cur = strings.ReplaceAll(cur, " ", "") //remove space
cur = strings.ReplaceAll(cur, "$", "") //remove $
cur = strings.ReplaceAll(cur, ",", "") //remove ,
ret, _ = strconv.ParseFloat(cur, 64)
return ret
}

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