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clean_train.flow
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{
"metadata": {
"version": 1,
"disable_limits": false,
"instance_type": "ml.m5.16xlarge",
"disable_validation": true
},
"parameters": [],
"nodes": [
{
"node_id": "b62c5a04-a988-4212-917d-20d2982791e0",
"type": "SOURCE",
"operator": "sagemaker.s3_source_0.1",
"parameters": {
"dataset_definition": {
"__typename": "S3CreateDatasetDefinitionOutput",
"datasetSourceType": "S3",
"name": "train.csv",
"description": null,
"s3ExecutionContext": {
"__typename": "S3ExecutionContext",
"s3Uri": "s3://sagemaker-us-east-1-709677954768/data/train.csv",
"s3ContentType": "csv",
"s3HasHeader": true,
"s3FieldDelimiter": ",",
"s3CsvEncodingType": "utf-8",
"s3DirIncludesNested": false,
"s3AddsFilenameColumn": false,
"s3RoleArn": "",
"s3SkipLines": 0
}
}
},
"inputs": [],
"outputs": [
{
"name": "default",
"sampling": {
"sampling_method": "sample_by_limit",
"limit_rows": 50000
}
}
]
},
{
"node_id": "a19d9ca4-0554-4d46-aa6e-16b1c3938aa2",
"type": "TRANSFORM",
"operator": "sagemaker.spark.infer_and_cast_type_0.1",
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"RETOURTYP_BK_S": "long",
"RT_KEIN_ANREIZ": "long",
"RT_SCHNAEPPCHEN": "long",
"RT_UEBERGROESSE": "long",
"SEMIO_DOM": "long",
"SEMIO_ERL": "long",
"SEMIO_FAM": "long",
"SEMIO_KAEM": "long",
"SEMIO_KRIT": "long",
"SEMIO_KULT": "long",
"SEMIO_LUST": "long",
"SEMIO_MAT": "long",
"SEMIO_PFLICHT": "long",
"SEMIO_RAT": "long",
"SEMIO_REL": "long",
"SEMIO_SOZ": "long",
"SEMIO_TRADV": "long",
"SEMIO_VERT": "long",
"SHOPPER_TYP": "long",
"SOHO_KZ": "long",
"STRUKTURTYP": "long",
"TITEL_KZ": "long",
"UMFELD_ALT": "long",
"UMFELD_JUNG": "long",
"UNGLEICHENN_FLAG": "long",
"VERDICHTUNGSRAUM": "long",
"VERS_TYP": "long",
"VHA": "long",
"VHN": "long",
"VK_DHT4A": "long",
"VK_DISTANZ": "long",
"VK_ZG11": "long",
"W_KEIT_KIND_HH": "long",
"WOHNDAUER_2008": "long",
"WOHNLAGE": "long",
"ZABEOTYP": "long",
"RESPONSE": "long",
"ANREDE_KZ": "long",
"ALTERSKATEGORIE_GROB": "long"
}
},
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"month": true,
"day": true,
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"minute": false,
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}
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"EINGEFUEGT_AM",
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"input_column": "OST_WEST_KZ"
}
]
},
"inputs": [
{
"name": "df",
"node_id": "81206f15-6f39-44f5-a2fb-26ebaf16c325",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "e95c1147-659b-499a-bdb7-1da401f68011",
"type": "DESTINATION",
"operator": "sagemaker.spark.s3_destination_0.1",
"name": "S3: train_clean",
"parameters": {
"output_config": {
"compression": "none",
"output_path": "s3://sagemaker-us-east-1-709677954768/data/",
"output_content_type": "CSV",
"delimiter": ","
}
},
"inputs": [
{
"name": "default",
"node_id": "9ce5e9a8-a3e3-4393-ab69-1f3238a402ca",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
}
]
}