SAS EG выдает следующие ошибки:
ОШИБКА: выражение с использованием неравных (^ =) содержит компоненты разных типов данных.
ОШИБКА: выражение с использованием равных (= ) имеет компоненты разных типов данных.
для этой строки:
on I.app_id = v.appl_id
proc contents в обоих полях: Type= Char, Len = 15, Format =$15.00 , Informat=$15.00.
Я унаследовал этот проект, и я очень новичок в SAS. Любая помощь с благодарностью.
The CONTENTS Procedure
Data Set Name TEMP7D.DFS_VER_PANEL Observations 8953153
Alphabetic List of Variables and Attributes
# Variable Type Len Format Informat
1 APPL_ID Char 15 $15.00 $15.00
2 VER_MAKE_NAME Char 36 $36.00 $36.00
3 VER_MODEL_NAME Char 50 $50.00 $50.00
6 cash_down Num 8 13.2 13.2
4 cash_price Num 8 13.2 13.2
15 collat_val Num 8 13.2 13.2
12 dealer_adds Num 8 13.2 13.2
16 gap_fee Num 8
18 gapi_fee Num 8
17 gapw_fee Num 8
9 net_trade_in Num 8 13.2 13.2
8 owing_on_trade Num 8 13.2 13.2
5 rebate Num 8 13.2 13.2
13 sales_tax_fees Num 8 13.2 13.2
19 tot_be_wgap Num 8
10 tot_down_pmt Num 8 13.2 13.2
14 total_amt_financed Num 8 13.2 13.2
7 trade_in Num 8 13.2 13.2
11 unpaid_cash_bal Num 8 13.2 13.2
The CONTENTS Procedure
Data Set Name TEMP7D.INFILE_1 Observations 1852630
Alphabetic List of Variables and Attributes
# Variable Type Len Format Informat
63 AMT_APP_VER_FINANCED Num 8 13.2 13.2
62 AMT_APRV Num 8 13.2 13.2
61 AMT_APRV_FINCD Num 8 13.2 13.2
65 AMT_APRV_PMT Num 8 11.2 11.2
73 AMT_COLLAT Num 8 13.2 13.2
41 AMT_DLR_RESV Num 8
66 AMT_INC_TOT Num 8 15.2 15.2
15 AMT_ORIG_NOTE Num 8
64 AMT_RQSTD Num 8 13.2 13.2
11 AMT_TOT_ANN_INC Num 8
37 AMT_VER_RATE Num 8 9.3 9.3
2 APP_ID Char 15 $15.00 $15.00
14 CDE_ACCT_STAT Char 2 $2.00 $2.00
74 CDE_ACL_NEW_USED Char 1 $1.00 $1.00
75 CDE_ACL_YEAR Num 8 3 3
43 CDE_ADJ_USER_CUR Char 8 $8.00 $8.00
29 CDE_CREDIT_ANALYST Char 6 $6.00 $6.00
54 CDE_DIST_PLAN Num 8
44 CDE_LOCATION Char 6 $6.00 $6.00
69 CDE_NEW_USED_COLL Char 3 $3.00 $3.00
27 CDE_OFFICER_APRV Char 6 $6.00 $6.00
28 CDE_OFFICER_CUR Char 6 $6.00 $6.00
55 CDE_PAYOFF_CHARGEBACK Char 3 $3.00 $3.00
25 CDE_PROD_APRV Char 5 $5.00 $5.00
26 CDE_PROD_RQSTD Char 5 $5.00 $5.00
70 COLL_MAKE Char 100 $100.00 $100.00
71 COLL_MODEL Char 100 $100.00 $100.00
72 COLL_YR Char 4 $4.00 $4.00
110 CRS Num 8
56 CURR_UW Char 30 $30.00 $30.00
9 CUSTOM_SCORE Num 8
87 CompareVar Num 8
45 DEALER_CODE Char 5 $5.00 $5.00
48 DEALER_NAME Char 30 $30.00 $30.00
52 DLRACTIVE Char 1 $1.00 $1.00
51 DLRMSA Char 5 $5.00 $5.00
49 DLRSTATE Char 2 $2.00 $2.00
50 DLRZIP Char 9 $9.00 $9.00
13 DLR_NUM_KEY_1 Char 30 $30.00 $30.00
60 DRAG_REDUCTION Num 8
40 DTE_ENTERED Num 8 DATETIME20. DATETIME20.
5 DTE_ORIG_PROCESS Num 8 DATETIME20. DATETIME20.
1 DW_ACCT_KEY Num 8
93 DlrZipClean Char 5
81 FCTR Num 8
20 FTP_RATE Num 8
102 FicoBand Num 8
19 GLAdjBal Num 8
39 ID_PROMOTIONAL Char 18 $18.00 $18.00
42 IND_DLR_FLAT_FEE Char 1 $1.00 $1.00
21 IND_SOLD Char 1 $1.00 $1.00
12 LTV Num 8
53 MARKET_REP_NAME Char 50 $50.00 $50.00
34 MAXCUSTSCOR Num 8
58 NME_DLR_GROUP Char 50 $50.00 $50.00
32 NUM_ACL_MILEAGE Num 8 7 7
10 NUM_ORIG_TERM Num 8
22 NUM_POOL Char 4 $4.00 $4.00
24 NUM_TERM Num 8 6 6
6 ORIGDATEEOM Num 8 DATETIME20. DATETIME20.
7 ORIG_CR_SCORE Num 8
88 OrigDate Num 8 DATE9.
33 PAYMENT Num 8
59 PAYOFF_PERIOD Num 8
35 PCT_APP_RECOMMEND_RATE Num 8 9.3 9.3
16 PCT_APR_RTE Num 8 13.7 13.7
36 PCT_BANK_BUY_RATE Num 8 9.3 9.3
30 PCT_BUY_DOWN_RATE Num 8 8.3 8.3
31 PCT_DLR_FLAT_FEE_RATE Num 8 8.3 8.3
18 PCT_DLR_RATE Num 8
8 PCT_ORIG_DTI Num 8
17 PCT_RATE Num 8
23 PMT_TO_INCOME Num 8 16.3 16.3
4 PROD_KEY_2 Char 20 $20.00 $20.00
46 REC_RATE Num 8
38 RO_OVERRIDE_CODE Char 2 $2.00 $2.00
3 SRC_SYS_ACCT_KEY Char 20 $20.00 $20.00
68 TFLFlg Num 8
57 TXT_CENTER Char 15 $15.00 $15.00
103 TermBand Num 8
76 VEHICLE_TYPE Char 120 $120.00 $120.00
47 VER_RATE Num 8 9.3 9.3
94 VehYr4 Char 7
89 Vintage Num 8
90 VintageHalf Char 6 $6.00
92 VintageMon Char 7 $7.00
91 VintageQtr Char 6 $6.00
95 amt Num 8 10.2
107 aprround Num 8 10.3
101 back_end_exc Num 8
106 bkround Num 8 10.3
99 cs_exceptions Num 8
85 cust_scr Num 8
105 dlrsplit Num 8 10.3
79 docst_fee Num 8
83 estdrl1 Num 8
67 exception Num 8
80 fchg_fee Num 8
100 hd Char 3
108 ltv_PreBE Num 8 10.2
96 new_used Num 8
104 oac Char 1
86 orig_cr_scoreAdj Num 8
82 pct_bk_rate Num 8
98 price_except Num 8
109 pti_PreBE Num 8 10.2
97 region Num 8
77 segment Char 29
84 term Num 8
78 total_backend_fees Num 8
/* CREATE TABLE TEMP7D.InFile_2 AS*/
SELECT DISTINCT
I.*,
D.pp AS PP_bkround,
D2.pp AS PP_aprround,
PEL.new AS PelNew,
PEL.used AS PelUsed,
ELA.Add_ON AS ElaAddOnHist,
ELA_LTV.Factor AS ELAFactor_LTV,
ELA_OAC.Factor AS ELAFactor_OAC,
ELA_Term.Factor AS ELAFactor_Term,
ELAF.NEW AS ElafNew,
ELAF.USED AS ElafUsed,
ELAL.ADD_ON AS ElalAddOn,
PCS.Points AS CSPoints,
PFICO.Points AS FicoPoints,
PLTV.Points AS LTVPoints,
PPMT.Points AS PMTPoints,
PPTI.Points AS PTIPoints,
COALESCE(FIP.FIP,FIP2.FIP) AS FIP,
COALESCE(FIP.MSA,FIP2.MSA) AS MSA,
ADJ.ELGeoAdj,
CASE
WHEN F.src_sys_acct_key NE ''
THEN 1
ELSE 0
END AS FraudFlg,
CASE
WHEN S.src_sys_acct_key NE ''
THEN 1
ELSE 0
END AS SoldFlg,
CASE
WHEN S2.src_sys_acct_key NE ''
THEN 1
ELSE 0
END AS SecureFlg,
(-1*ND.value) AS Net_Drag_2,
v.ver_make_name,
PD1.Factor AS LTVFactor,
PD2.Factor AS PTIFactor,
PD3.Factor As TermFactor,
EAD.Factor AS EADFactor,
case
when year(datepart(dte_entered)) LT 2013
then coalesce(C.CreditSeg,4)
else coalesce(C.CreditSeg,999)
end AS CreditSeg,
case
when year(datepart(dte_entered)) LT 2013
then coalesce(C.CreditSource,2)
else C.CreditSource
end format CredSrcFmt. As CreditSource
FROM TEMP7D.InFile_1 AS I
/*
The Sandbox.DFSDrag table was updated in Dec. 2018 with new prepayment
rates. APR was no longer part of the criteria so I set this
variable = 9999 to indicate the new prepayment data. FICO and
TERM bands have changed as well. The previous prepayment data
is still stored in this table as well and can be identified
where APR <> 9999.
*/
LEFT JOIN Sandbox.DFSDrag AS D
ON I.New_used = d.New_used
AND I.orig_cr_score BETWEEN D.fico_start AND D.fico_end
AND I.num_term BETWEEN D.term_start AND D.term_end
AND D.apr = 9999
LEFT JOIN Sandbox.DFSDrag AS D2
ON I.New_used = d2.New_used
AND I.orig_cr_score BETWEEN D2.fico_start AND D2.fico_end
AND I.num_term BETWEEN D2.term_start AND D2.term_end
AND D2.apr = 9999
/*These two tables were updated based on changes to the EL model.
The original table was kept (Version = 0).
Factors effective November 2016 (Version 1)
Factors effective September 2017 (Version 2)*/
LEFT JOIN Sandbox.DFS_EL_PEL AS PEL
ON I.dte_entered BETWEEN PEL.el_sm AND PEL.el_em
AND COALESCE(I.orig_cr_score, 0) BETWEEN PEL.fsmin AND PEL.fsmax
AND COALESCE(I.custom_score, COALESCE(I.cust_scr, 0)) BETWEEN PEL.csmin AND PEL.csmax
AND PEL.Version = 2
LEFT JOIN Sandbox.DFS_EL_ELA2 AS ELA
ON I.dte_entered BETWEEN ELA.el_sm AND ELA.el_em
AND ELA.hd = I.hd
AND ELA.oac = I.oac
AND I.num_term BETWEEN ELA.term_min AND ELA.term_max
AND I.ltv BETWEEN ELA.ltv_min AND ELA.ltv_max
AND ELA.new_used = I.new_used
AND ELA.CRS = I.CRS
AND ELA.Version = 2
AND datepart(ELA.EL_EM) NE '31Dec9999'd
LEFT JOIN Sandbox.DFS_EL_ELA3 AS ELA_LTV
ON datepart(I.dte_entered) BETWEEN ELA_LTV.StartDate and ELA_LTV.EndDate
AND I.Cust_Scr BETWEEN ELA_LTV.CustScore_Min and ELA_LTV.CustScor_Max
AND I.num_term BETWEEN ELA_LTV.Term_Min AND ELA_LTV.Term_Max
AND I.LTV BETWEEN ELA_LTV.LTV_Min AND ELA_LTV.LTV_Max
AND I.New_Used = ELA_LTV.New_Used
AND ELA_LTV.Metric EQ 'LTV'
LEFT JOIN Sandbox.DFS_EL_ELA3 AS ELA_OAC
ON datepart(I.dte_entered) BETWEEN ELA_OAC.StartDate and ELA_OAC.EndDate
AND I.New_Used = ELA_OAC.New_Used
AND I.oac = ELA_OAC.oac
AND I.Cust_Scr BETWEEN ELA_OAC.CustScore_Min and ELA_OAC.CustScor_Max
AND I.num_term BETWEEN ELA_OAC.Term_Min AND ELA_OAC.Term_Max
AND I.LTV BETWEEN ELA_OAC.LTV_Min AND ELA_OAC.LTV_Max
AND ELA_OAC.Metric EQ 'OAC'
LEFT JOIN Sandbox.DFS_EL_ELA3 AS ELA_Term
ON datepart(I.dte_entered) BETWEEN ELA_Term.StartDate and ELA_Term.EndDate
AND I.New_Used = ELA_Term.New_Used
AND I.Cust_Scr BETWEEN ELA_Term.CustScore_Min and ELA_Term.CustScor_Max
AND I.num_term BETWEEN ELA_Term.Term_Min AND ELA_Term.Term_Max
AND I.LTV BETWEEN ELA_Term.LTV_Min AND ELA_Term.LTV_Max
AND ELA_Term.Metric EQ 'Term'
LEFT JOIN Sandbox.dfs_el_adj_factor As ELAF
ON I.num_term BETWEEN ELAF.term_min AND ELAF.term_max
AND I.ltv BETWEEN ELAF.ltv_min AND ELAF.ltv_max
LEFT JOIN Sandbox.dfs_el_ltv_adj_mar2016 As ELAL
ON ELAL.new_used = I.new_used
AND I.ltv BETWEEN ELAL.ltv_min AND ELAL.ltv_max
LEFT JOIN Sandbox.DFS_Points PCS
ON PCS.JoinVar = COALESCE(I.custom_score, COALESCE(I.cust_scr, 0))
AND PCS.PointType EQ 'CustomScorePoints'
LEFT JOIN Sandbox.DFS_Points PFICO
ON PFICO.JoinVar = COALESCE(I.orig_cr_score, 0)
AND PFICO.PointType EQ 'FicoPoints'
LEFT JOIN Sandbox.DFS_Points PLTV
ON PLTV.JoinVar = INT(I.ltv)
AND PLTV.PointType EQ 'LTVPoints'
LEFT JOIN Sandbox.DFS_Points PPMT
ON PPMT.JoinVar = FLOOR(I.payment)
AND PPMT.PointType = 'PMTPoints'
LEFT JOIN Sandbox.DFS_Points PPTI
ON INT(PPTI.JoinVar*10)/10 = INT(I.pmt_to_income*10)/10
AND PPTI.PointType = 'PTIPoints'
LEFT JOIN decan1.zipfip_201904 AS FIP
ON I.DlrZipClean = FIP.Zip2
LEFT JOIN (SELECT DISTINCT FIP,MSA
FROM decan1.zipfip_201904) AS FIP2
ON strip(I.DlrMSA) = strip(FIP2.FIP)
LEFT JOIN Sandbox.DFSELGeoAdjust AS ADJ
ON DATEPART(I.dte_entered) BETWEEN ADJ.StartDate AND ADJ.EndDate
AND I.DlrState = ADJ.DlrState
AND COALESCE(FIP.FIP,FIP2.FIP) = ADJ.FIP
LEFT JOIN FraudAccts AS F
ON I.src_sys_acct_key = F.src_sys_acct_key
LEFT JOIN SoldAccts AS S
ON I.src_sys_acct_key = S.src_sys_acct_key
LEFT JOIN SecureAccts AS S2
ON I.src_sys_acct_key = S2.src_sys_acct_key
/*This was added in Dec. 2018 for new drag rates*/
LEFT JOIN Sandbox.NetDragRates_2018Q3 AS ND
ON I.num_term BETWEEN ND.num_term_min AND ND.num_term_max
AND CASE WHEN I.ind_dlr_flat_fee EQ '' THEN 'N' ELSE I.ind_dlr_flat_fee END = ND.ind_dlr_flat_fee
AND CASE WHEN I.ind_dlr_flat_fee IN ('Y','X') THEN 100
WHEN I.ind_dlr_flat_fee EQ 'N' AND I.cde_dist_plan LT 70 THEN 100
ELSE I.cde_dist_plan END = ND.cde_dist_plan
LEFT JOIN Sandbox.DFS_PD AS PD1
ON round(I.ltv_PreBE,0.001) BETWEEN PD1.MetricMin and PD1.MetricMax
AND I.New_Used = PD1.NewUsed
AND datepart(I.dte_entered) BETWEEN PD1.StartDate AND PD1.EndDate
AND PD1.Metric = 'LTV'
LEFT JOIN Sandbox.DFS_PD AS PD2
on round(I.pti_PreBE,0.001) BETWEEN PD2.MetricMin and PD2.MetricMax
and I.New_Used = PD2.NewUsed
and datepart(I.dte_entered) BETWEEN PD2.StartDate AND PD2.EndDate
and PD2.Metric = 'PTI'
LEFT JOIN Sandbox.DFS_PD AS PD3
on I.num_term BETWEEN PD3.MetricMin and PD3.MetricMax
and I.New_Used = PD3.NewUsed
and datepart(I.dte_entered) BETWEEN PD3.StartDate AND PD3.EndDate
and PD3.Metric = 'Term'
left join Sandbox.DFS_EAD AS EAD
on round(I.ltv_PreBE,0.001) BETWEEN EAD.LTVMin and EAD.LTVMax
and round(I.pti_PreBE,0.001) BETWEEN EAD.PTIMin and EAD.PTIMax
and I.num_term BETWEEN EAD.TermMin and EAD.TermMax
and datepart(I.dte_entered) BETWEEN EAD.StartDate AND EAD.EndDate
left join Sandbox.DFS_Credit AS C
on I.app_id = C.id_appl
left join temp7d.dfs_ver_panel as v
on I.app_id = v.appl_id
;
QUIT;