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insurance_claims_flow_template
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{
"metadata": {
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"disable_limits": false
},
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"name": "claims.csv",
"description": null,
"s3ExecutionContext": {
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"s3Uri": "s3://${bucket}/${prefix}/claims.csv",
"s3ContentType": "csv",
"s3HasHeader": true,
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"incident_type": "string",
"collision_type": "string",
"incident_severity": "string",
"authorities_contacted": "string",
"num_vehicles_involved": "long",
"num_injuries": "long",
"num_witnesses": "long",
"police_report_available": "string",
"injury_claim": "long",
"vehicle_claim": "float",
"total_claim_amount": "float",
"incident_month": "long",
"incident_day": "long",
"incident_dow": "long",
"incident_hour": "long",
"fraud": "long"
}
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"customer_age": "long",
"months_as_customer": "long",
"num_claims_past_year": "long",
"num_insurers_past_5_years": "long",
"policy_state": "string",
"policy_deductable": "long",
"policy_annual_premium": "long",
"policy_liability": "string",
"customer_zip": "long",
"customer_gender": "string",
"customer_education": "string",
"auto_year": "long"
}
},
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}
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},
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{
"name": "df",
"node_id": "aaf76a75-ccbe-4e8a-bc3c-f74dd6f9ee5d",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
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"type": "TRANSFORM",
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"output_style": "Columns",
"input_column": "incident_type"
},
"ordinal_encode_parameters": {
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}
},
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}
},
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{
"name": "df",
"node_id": "c2fb6219-969d-44ac-9551-4996073630a8",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
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},
"ordinal_encode_parameters": {
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},
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{
"name": "df",
"node_id": "3e1bcebf-1353-4ab5-97a4-7fc0c2c00579",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
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"type": "TRANSFORM",
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},
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}
},
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},
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{
"name": "df",
"node_id": "0c4c020a-537e-4426-9a4f-e5332c8c8180",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
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"type": "TRANSFORM",
"operator": "sagemaker.spark.custom_pandas_0.1",
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},
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{
"name": "df",
"node_id": "ec797d62-f14d-484c-bed6-769031cf10a7",
"output_name": "default"
}
],
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{
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}
]
},
{
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"type": "TRANSFORM",
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},
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{
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],
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{
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}
]
},
{
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"type": "TRANSFORM",
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}
},
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{
"name": "df",
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"output_name": "default"
}
],
"outputs": [
{
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}
]
},
{
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},
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}
},
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},
"inputs": [
{
"name": "df",
"node_id": "8e9baec0-858f-4eb1-b79c-1960609c48e6",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "abc12bbb-4fbe-4bb0-931e-b15caa5cf244",
"type": "TRANSFORM",
"operator": "sagemaker.spark.encode_categorical_0.1",
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"ordinal_encode_parameters": {
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"input_column": "policy_liability"
}
},
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},
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{
"name": "df",
"node_id": "8e00b503-e7ab-426b-be39-80a20f24785c",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "e6bf082b-005a-41d8-9a5b-a48c414bf230",
"type": "TRANSFORM",
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}
},
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{
"name": "df",
"node_id": "abc12bbb-4fbe-4bb0-931e-b15caa5cf244",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
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"type": "TRANSFORM",
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"drop_last": false,
"output_style": "Columns",
"input_column": "customer_gender"
},
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}
},
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}
},
"inputs": [
{
"name": "df",
"node_id": "e6bf082b-005a-41d8-9a5b-a48c414bf230",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
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"type": "TRANSFORM",
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}
},
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"ordinal_encode_parameters": {
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"string_indexer_model": "P)h>@6aWAK2mpGqZ&Uc&mo4M~003|S000vJ003=ebYWy+bYU-WVRCdWFfcGMFm;a0PQx$|MfZG$*Qphgs)24{(?tamh;1~rC#_Y#7~6<a<=>eG2?>dA@7#0loP~CfvsjBrdkG2j0cB1=N9mm$5lSVLFNJK_Z-T*3q-`|lL?epzm<#wM)@s%Dty*@f>z8+pnE5xPY-3<^CtKMrz<-5B%UrdF!#~PF!|uLcq1u7E<qGrQx4`DJh_$3z9-?EYpihI2m-Pb#<8Tu`z|FoRV&d3_-?FZ`M9*?GRYSS_GBv{B2-TJ6D+|}(8it?VKifzYiSs<ePh^l@PYL-l624aq`t*odi)p&~22e`_1QY-O00;njv2RncGU1L60000C0000O0001OWprU=VRT_HE^uLTbS*G2FfcGKV{&6lE=p!#U|?d<oqqcV08mQ<1QY-O00;njv2Rm}x&v>-0RRBv0ssI=0001FVRT_HaA9(EEif=JFfc7*V>mcwGC4FYF*#&0Ei__eGc7nYW-u)_Fl1vnHf1tnGGjI^V=yo<E^}^SaBz7paA9(Bb!BvoQo(B5KoDJRT*r+Kp@%gR=pY0R3Al?CIjZf3f=dsfhZ5Qz3ZaCRc4dpMBxiS>5Q6_F^dm}d{hfY7N3qkoDW$!LnfK<+=sosy@-`%he6h$^t50^IY?7uMqy6?tKAm~*(pgnWdw0SwS(ys%y%JL;1VZTC-GcAdEpAxb-(M7Gs0Hmymd=E%R2%9I{Vuc*HaxB&t*bO=Mm({eAA{`5+t3i~$ditqGxh0Q!`6ZkjE=C~mMjrcPn2TU1d}E@YS;~#YqO%ag%pJ-%|nWGdcVjXLS5{*j=R@#Nyq6mk@I15@15v=__v1O?oRg>cR%C3*6}}6a$Lw0!F9L?B8;5AZC7ea*}M*l-npZfLg~CJ?MD#}Xn^d4KPL2rq)=QegrTasqJ=PwGsEm}){Sqj=fWTR+Necp{Jx*%LUQeo&u;vZ6*aZt4EWXjPaRvsYlH9qgRO7n<rLtwDh<m^{bnJhKZZXL%fEmnG%S%~1@!%U3vg?>{J2E+>$SnBh4R*kcp(h~8hZQ5BA46?vJuY)5f@pO42KzimJQ=L=5Z8{!r|aBih^tqCwz3^xNiNrAof#u-9G?OO9KQH000080D7@+Q;)=OZxR3i01yBG08Ib@0AyiwVJ|LlVRCdWFfcGMFfC$ZI5=i9IW#RXIb<;{G-6~kEjTo0FfBGPWMertWin$jV>T^gFfcGKb8ca9aCt6pVRCVGWpplMa$`#_N@ieSU}Bh3u-ojbg9;Y_P)h*<6ay3h000O8da-X)_}iB)<NyEwZ~*`S6951J0000000000q=5hc003=ebYWy+bYU-WVRCdWFfcGMFi=YY0u%!j000080D7@+Q?WAPjt&3-01N;C02lxO00000000000HlEx0RRAPWprU=VRT_HE^uLTbS*G2FfcGKV{&6qO928D0~7!N00;njv2Rm}x&v>-0RRBv0ssI=00000000000001_fms0n0AyiwVJ~oDa&#>)FfcGMEn;IhIA$_AG%YbXWHBu?Vq`NdI5cK3EjBP@V>vcuGGj7hHZ5Z?FfcB2Zeeh6c`k5aa&dKKbWlqH0u%!j000080D7@+Q;)=OZxR3i01yBG08Ib@00000000000HlF~0{{SIVRT_HE^uLTbS*G2FfcGJVq-WsW->W6EipM{F)cJ=WHT)|G-fa@HZWvkIW}c7V=`klEn_e+FfMa$VQ_GHE^uLTadl;ME@N_IP)h{{000001ONm8cmV(a00aO4000"
}
},
"inputs": [
{
"name": "df",
"node_id": "8594c20b-5214-4524-b9ed-7368d4f279f8",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "9297ae66-97e9-4738-9cee-5a02ddea44be",
"type": "TRANSFORM",
"operator": "sagemaker.spark.manage_columns_0.1",
"parameters": {
"operator": "Drop column",
"drop_column_parameters": {
"column_to_drop": "customer_zip"
}
},
"inputs": [
{
"name": "df",
"node_id": "177ac227-1e30-41cb-9bb1-77beb3736d82",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "dba3fd7e-01a7-4629-a4c8-aa520328439a",
"type": "TRANSFORM",
"operator": "sagemaker.spark.join_tables_0.1",
"parameters": {
"left_column": "policy_id",
"right_column": "policy_id",
"join_type": "leftouter"
},
"inputs": [
{
"name": "df",
"node_id": "83855f44-84ce-4cb5-ac34-ac4242257444",
"output_name": "default"
},
{
"name": "df",
"node_id": "9297ae66-97e9-4738-9cee-5a02ddea44be",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
}
]
}