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www.flow.packs.test-small.impute.flow Maven / Gradle / Ivy
{
"version": "1.0.0",
"cells": [
{
"type": "cs",
"input": "importFiles"
},
{
"type": "cs",
"input": "importFiles [ \"../smalldata/airlines/allyears2k_headers.zip\" ]"
},
{
"type": "cs",
"input": "setupParse paths: [ \"../smalldata/airlines/allyears2k_headers.zip\" ]"
},
{
"type": "cs",
"input": "parseFiles\n paths: [\"../smalldata/airlines/allyears2k_headers.zip\"]\n destination_frame: \"allyears2k_headers.hex\"\n parse_type: \"CSV\"\n separator: 44\n number_columns: 31\n single_quotes: false\n column_names: [\"Year\",\"Month\",\"DayofMonth\",\"DayOfWeek\",\"DepTime\",\"CRSDepTime\",\"ArrTime\",\"CRSArrTime\",\"UniqueCarrier\",\"FlightNum\",\"TailNum\",\"ActualElapsedTime\",\"CRSElapsedTime\",\"AirTime\",\"ArrDelay\",\"DepDelay\",\"Origin\",\"Dest\",\"Distance\",\"TaxiIn\",\"TaxiOut\",\"Cancelled\",\"CancellationCode\",\"Diverted\",\"CarrierDelay\",\"WeatherDelay\",\"NASDelay\",\"SecurityDelay\",\"LateAircraftDelay\",\"IsArrDelayed\",\"IsDepDelayed\"]\n column_types: [\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Numeric\",\"Enum\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Enum\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Numeric\",\"Enum\",\"Enum\"]\n delete_on_done: true\n check_header: 1\n chunk_size: 22156940"
},
{
"type": "cs",
"input": "imputeColumn {\"frame\":\"allyears2k_headers.hex\",\"column\":\"Distance\",\"method\":\"MEAN\",\"groupByColumns\":[\"Origin\",\"Dest\"]}"
}
]
}
