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API Docs - v4.0.10

R

eval (Stream Processor)

R script Stream processor. This extension runs the R script loaded from a file to each event and produces aggregated outputs based on the provided input variable parameters and expected output attributes.

Syntax

r:eval(<STRING> script, <INT|LONG|FLOAT|DOUBLE|STRING|STRING> output.attributes, <INT|LONG|FLOAT|DOUBLE|STRING|STRING> input.attributes)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
script	R script as a string produces aggregated outputs based on the provided input variable parameters and expected output attributes	STRING	No	No
output.attributes	A set of output attributes separated by commas as string. Each attribute is denoted as <name><space><type>. e.g., 'output1 string, output2 long'	INT LONG FLOAT DOUBLE STRING STRING	No	No
input.attributes	A set of input attributes separated by commas after output attributes. e.g., 'att1, att2'	INT LONG FLOAT DOUBLE STRING STRING	No	No

Extra Return Attributes

Name	Description	Possible Types
outputParameters	This runs the R script for each event and produces aggregated outputs based on the provided input variable parameters and expected output attributes.	INT LONG FLOAT DOUBLE STRING STRING

Examples EXAMPLE 1

@info(name = 'query1')
from weather#window.lengthBatch(2)#r:eval("c <- sum(time); m <- sum(temp); ", "c long, m double", time, temp) 
select * 
insert into dataOut;

TBD

evalSource (Stream Processor)

R source Stream processor. This extension the R script loaded from a file to each event and produces aggregated outputs based on the provided input variable parameters and expected output attributes.

Syntax

r:evalSource(<STRING> file.path, <INT|LONG|FLOAT|DOUBLE|STRING|STRING> output.attributes, <INT|LONG|FLOAT|DOUBLE|STRING|STRING> input.attributes)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
file.path	The file path of the R script where this script uses the input variable parameters and produces the expected output attributes.	STRING	No	No
output.attributes	A set of output attributes separated by commas as string. Each attribute is denoted as <name><space><type>. e.g., 'output1 string, output2 long'	INT LONG FLOAT DOUBLE STRING STRING	No	No
input.attributes	A set of input attributes separated by commas after output attributes. e.g., 'att1, att2'	INT LONG FLOAT DOUBLE STRING STRING	No	No

Extra Return Attributes

Name	Description	Possible Types
outputParameters	This runs the R script for each event and produces aggregated outputs based on the provided input variable parameters and expected output attributes.	INT LONG FLOAT DOUBLE STRING STRING

Examples EXAMPLE 1

@info(name = 'query1')
from weather#window.lengthBatch(2)#r:evalSource("src/test/resources/sample2.R", "m int, c float", time, temp)
select *
insert into dataOut;

This r source function takes in a r script file location and computes the output as defined in the file.