2.1.0
User Documentation for Apache MADlib
create_indicators.sql_in File Reference

SQL functions for dummy coding categorical variables. More...

Functions

void create_indicator_variables (text source_table, text out_table, text categorical_cols, boolean keep_null, text distributed_by)
 Create new table containing dummy coded variables for categorical variables. More...
 
void create_indicator_variables (text source_table, text out_table, text categorical_cols, boolean keep_null)
 Create new table containing dummy coded variables for categorical variables. More...
 
void create_indicator_variables (text source_table, text out_table, text categorical_cols)
 
varchar create_indicator_variables (varchar message)
 
varchar create_indicator_variables ()
 

Detailed Description

Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Date
June 2014
See also
Calculates dummy-coded indicator variables for categorical variables

Function Documentation

◆ create_indicator_variables() [1/5]

void create_indicator_variables ( text  source_table,
text  out_table,
text  categorical_cols,
boolean  keep_null,
text  distributed_by 
)
Parameters
source_tableName of table containing categorical variable
out_tableName of table to output dummy variables
categorical_colsComma-separated list of column names to dummy code
keep_nullBoolean to determine the behavior for rows with NULL value
distributed_byComma-separated list of column names to use for distribution of output
Returns
Void

◆ create_indicator_variables() [2/5]

void create_indicator_variables ( text  source_table,
text  out_table,
text  categorical_cols,
boolean  keep_null 
)
Parameters
source_tableName of table containing categorical variable
out_tableName of table to output dummy variables
categorical_colsComma-separated list of column names to dummy code
keep_nullBoolean to determine the behavior for rows with NULL value
Returns
Void

◆ create_indicator_variables() [3/5]

void create_indicator_variables ( text  source_table,
text  out_table,
text  categorical_cols 
)

◆ create_indicator_variables() [4/5]

varchar create_indicator_variables ( varchar  message)

◆ create_indicator_variables() [5/5]

varchar create_indicator_variables ( )