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API Docs - v5.1.3-SNAPSHOT¶

Core¶

and (Aggregate Function)¶

Returns the results of AND operation for all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> and(<BOOL> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that needs to be AND operation.		BOOL	No	Yes

Examples EXAMPLE 1

from cscStream#window.lengthBatch(10)
select and(isFraud) as isFraudTransaction
insert into alertStream;

This will returns the result for AND operation of isFraud values as a boolean value for event chunk expiry by window length batch.

avg (Aggregate Function)¶

Calculates the average for all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<DOUBLE> avg(<INT|LONG|DOUBLE|FLOAT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that need to be averaged.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

from fooStream#window.timeBatch
 select avg(temp) as avgTemp
 insert into barStream;

avg(temp) returns the average temp value for all the events based on their arrival and expiry.

count (Aggregate Function)¶

Returns the count of all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<LONG> count()
<LONG> count(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	This function accepts one parameter. It can belong to any one of the available types.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	Yes	Yes

Examples EXAMPLE 1

from fooStream#window.timeBatch(10 sec)
select count() as count
insert into barStream;

This will return the count of all the events for time batch in 10 seconds.

distinctCount (Aggregate Function)¶

This returns the count of distinct occurrences for a given arg.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<LONG> distinctCount(<INT|LONG|DOUBLE|FLOAT|STRING> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The object for which the number of distinct occurences needs to be counted.		INT LONG DOUBLE FLOAT STRING	No	Yes

Examples EXAMPLE 1

from fooStream
select distinctcount(pageID) as count
insert into barStream;

distinctcount(pageID) for the following output returns '3' when the available values are as follows.
"WEB_PAGE_1"
"WEB_PAGE_1"
"WEB_PAGE_2"
"WEB_PAGE_3"
"WEB_PAGE_1"
"WEB_PAGE_2"
The three distinct occurences identified are 'WEB_PAGE_1', 'WEB_PAGE_2', and 'WEB_PAGE_3'.

max (Aggregate Function)¶

Returns the maximum value for all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT> max(<INT|LONG|DOUBLE|FLOAT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that needs to be compared to find the maximum value.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

from fooStream#window.timeBatch(10 sec)
select max(temp) as maxTemp
insert into barStream;

max(temp) returns the maximum temp value recorded for all the events based on their arrival and expiry.

maxForever (Aggregate Function)¶

This is the attribute aggregator to store the maximum value for a given attribute throughout the lifetime of the query regardless of any windows in-front.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT> maxForever(<INT|LONG|DOUBLE|FLOAT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that needs to be compared to find the maximum value.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

from inputStream
select maxForever(temp) as max
insert into outputStream;

maxForever(temp) returns the maximum temp value recorded for all the events throughout the lifetime of the query.

min (Aggregate Function)¶

Returns the minimum value for all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT> min(<INT|LONG|DOUBLE|FLOAT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that needs to be compared to find the minimum value.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

from inputStream
select min(temp) as minTemp
insert into outputStream;

min(temp) returns the minimum temp value recorded for all the events based on their arrival and expiry.

minForever (Aggregate Function)¶

This is the attribute aggregator to store the minimum value for a given attribute throughout the lifetime of the query regardless of any windows in-front.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT> minForever(<INT|LONG|DOUBLE|FLOAT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that needs to be compared to find the minimum value.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

from inputStream
select minForever(temp) as max
insert into outputStream;

minForever(temp) returns the minimum temp value recorded for all the events throughoutthe lifetime of the query.

or (Aggregate Function)¶

Returns the results of OR operation for all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> or(<BOOL> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that needs to be OR operation.		BOOL	No	Yes

Examples EXAMPLE 1

from cscStream#window.lengthBatch(10)
select or(isFraud) as isFraudTransaction
insert into alertStream;

This will returns the result for OR operation of isFraud values as a boolean value for event chunk expiry by window length batch.

stdDev (Aggregate Function)¶

Returns the calculated standard deviation for all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<DOUBLE> stdDev(<INT|LONG|DOUBLE|FLOAT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that should be used to calculate the standard deviation.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

from inputStream
select stddev(temp) as stdTemp
insert into outputStream;

stddev(temp) returns the calculated standard deviation of temp for all the events based on their arrival and expiry.

sum (Aggregate Function)¶

Returns the sum for all the events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<LONG|DOUBLE> sum(<INT|LONG|DOUBLE|FLOAT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value that needs to be summed.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

from inputStream
select sum(volume) as sumOfVolume
insert into outputStream;

This will returns the sum of volume values as a long value for each event arrival and expiry.

unionSet (Aggregate Function)¶

Union multiple sets.
This attribute aggregator maintains a union of sets. The given input set is put into the union set and the union set is returned.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<OBJECT> unionSet(<OBJECT> set)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
set	The java.util.Set object that needs to be added into the union set.		OBJECT	No	Yes

Examples EXAMPLE 1

from stockStream 
select createSet(symbol) as initialSet 
insert into initStream 

from initStream#window.timeBatch(10 sec) 
select unionSet(initialSet) as distinctSymbols 
insert into distinctStockStream;

distinctStockStream will return the set object which contains the distinct set of stock symbols received during a sliding window of 10 seconds.

UUID (Function)¶

Generates a UUID (Universally Unique Identifier).

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<STRING> UUID()

Examples EXAMPLE 1

from TempStream
select convert(roomNo, 'string') as roomNo, temp, UUID() as messageID
insert into RoomTempStream;

This will converts a room number to string, introducing a message ID to each event asUUID() returns a34eec40-32c2-44fe-8075-7f4fde2e2dd8

from TempStream
select convert(roomNo, 'string') as roomNo, temp, UUID() as messageID
insert into RoomTempStream;

cast (Function)¶

Converts the first parameter according to the cast.to parameter. Incompatible arguments cause Class Cast exceptions if further processed. This function is used with map extension that returns attributes of the object type. You can use this function to cast the object to an accurate and concrete type.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> cast(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> to.be.caster, <STRING> cast.to)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
to.be.caster	This specifies the attribute to be casted.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes
cast.to	A string constant parameter expressing the cast to type using one of the following strings values: int, long, float, double, string, bool.		STRING	No	Yes

Examples EXAMPLE 1

from fooStream
select symbol as name, cast(temp, 'double') as temp
insert into barStream;

This will cast the fooStream temp field value into 'double' format.

coalesce (Function)¶

Returns the value of the first input parameter that is not null, and all input parameters have to be on the same type.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> coalesce(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg, <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	This function accepts one or more parameters. They can belong to any one of the available types. All the specified parameters should be of the same type.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from fooStream
select coalesce('123', null, '789') as value
insert into barStream;

This will returns first null value 123.

EXAMPLE 2

from fooStream
select coalesce(null, 76, 567) as value
insert into barStream;

This will returns first null value 76.

EXAMPLE 3

from fooStream
select coalesce(null, null, null) as value
insert into barStream;

This will returns null as there are no notnull values.

convert (Function)¶

Converts the first input parameter according to the convertedTo parameter.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT|STRING|BOOL> convert(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> to.be.converted, <STRING> converted.to)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
to.be.converted	This specifies the value to be converted.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes
converted.to	A string constant parameter to which type the attribute need to be converted using one of the following strings values: 'int', 'long', 'float', 'double', 'string', 'bool'.		STRING	No	Yes

Examples EXAMPLE 1

from fooStream
select convert(temp, 'double') as temp
insert into barStream;

This will convert fooStream temp value into 'double'.

EXAMPLE 2

from fooStream
select convert(temp, 'int') as temp
insert into barStream;

This will convert fooStream temp value into 'int' (value = "convert(45.9, 'int') returns 46").

createSet (Function)¶

Includes the given input parameter in a java.util.HashSet and returns the set.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<OBJECT> createSet(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL> input)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input	The input that needs to be added into the set.		INT LONG DOUBLE FLOAT STRING BOOL	No	Yes

Examples EXAMPLE 1

from stockStream 
select createSet(symbol) as initialSet 
insert into initStream;

For every incoming stockStream event, the initStream stream will produce a set object having only one element: the symbol in the incoming stockStream.

currentTimeMillis (Function)¶

Returns the current timestamp of siddhi application in milliseconds.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<LONG> currentTimeMillis()

Examples EXAMPLE 1

from fooStream
select symbol as name, currentTimeMillis() as eventTimestamp 
insert into barStream;

This will extract current siddhi application timestamp.

default (Function)¶

Checks if the 'attribute' parameter is null and if so returns the value of the 'default' parameter

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> default(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> attribute, <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> default)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
attribute	The attribute that could be null.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes
default	The default value that will be used when 'attribute' parameter is null		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from TempStream
select default(temp, 0.0) as temp, roomNum
insert into StandardTempStream;

This will replace TempStream's temp attribute with default value if the temp is null.

eventTimestamp (Function)¶

Returns the timestamp of the processed/passed event.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<LONG> eventTimestamp()
<LONG> eventTimestamp(<OBJECT> event)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
event	Event reference.	Current Event	OBJECT	Yes	Yes

Examples EXAMPLE 1

from FooStream
select symbol as name, eventTimestamp() as eventTimestamp 
insert into BarStream;

Extracts current event's timestamp.

EXAMPLE 2

from FooStream as f join FooBarTable as fb
select fb.symbol as name, eventTimestamp(f) as eventTimestamp 
insert into BarStream;

Extracts FooStream event's timestamp.

ifThenElse (Function)¶

Evaluates the 'condition' parameter and returns value of the 'if.expression' parameter if the condition is true, or returns value of the 'else.expression' parameter if the condition is false. Here both 'if.expression' and 'else.expression' should be of the same type.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> ifThenElse(<BOOL> condition, <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> if.expression, <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> else.expression)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
condition	This specifies the if then else condition value.	BOOL	No	Yes
if.expression	This specifies the value to be returned if the value of the condition parameter is true.	INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes
else.expression	This specifies the value to be returned if the value of the condition parameter is false.	INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

@info(name = 'query1')
from sensorEventStream
select sensorValue, ifThenElse(sensorValue>35,'High','Low') as status
insert into outputStream;

This will returns High if sensorValue = 50.

EXAMPLE 2

@info(name = 'query1')
from sensorEventStream
select sensorValue, ifThenElse(voltage < 5, 0, 1) as status
insert into outputStream;

This will returns 1 if voltage= 12.

EXAMPLE 3

@info(name = 'query1')
from userEventStream
select userName, ifThenElse(password == 'admin', true, false) as passwordState
insert into outputStream;

This will returns passwordState as true if password = admin.

instanceOfBoolean (Function)¶

Checks whether the parameter is an instance of Boolean or not.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> instanceOfBoolean(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The parameter to be checked.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from fooStream
select instanceOfBoolean(switchState) as state
insert into barStream;

This will return true if the value of switchState is true.

EXAMPLE 2

from fooStream
select instanceOfBoolean(value) as state
insert into barStream;

if the value = 32 then this will returns false as the value is not an instance of the boolean.

instanceOfDouble (Function)¶

Checks whether the parameter is an instance of Double or not.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> instanceOfDouble(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The parameter to be checked.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from fooStream
select instanceOfDouble(value) as state
insert into barStream;

This will return true if the value field format is double ex : 56.45.

EXAMPLE 2

from fooStream
select instanceOfDouble(switchState) as state
insert into barStream;

if the switchState = true then this will returns false as the value is not an instance of the double.

instanceOfFloat (Function)¶

Checks whether the parameter is an instance of Float or not.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> instanceOfFloat(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The parameter to be checked.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from fooStream
select instanceOfFloat(value) as state
insert into barStream;

This will return true if the value field format is float ex : 56.45f.

EXAMPLE 2

from fooStream
select instanceOfFloat(switchState) as state
insert into barStream;

if the switchState = true then this will returns false as the value is an instance of the boolean not a float.

instanceOfInteger (Function)¶

Checks whether the parameter is an instance of Integer or not.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> instanceOfInteger(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The parameter to be checked.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from fooStream
select instanceOfInteger(value) as state
insert into barStream;

This will return true if the value field format is integer.

EXAMPLE 2

from fooStream
select instanceOfInteger(switchState) as state
insert into barStream;

if the switchState = true then this will returns false as the value is an instance of the boolean not a long.

instanceOfLong (Function)¶

Checks whether the parameter is an instance of Long or not.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> instanceOfLong(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The parameter to be checked.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from fooStream
select instanceOfLong(value) as state
insert into barStream;

This will return true if the value field format is long ex : 56456l.

EXAMPLE 2

from fooStream
select instanceOfLong(switchState) as state
insert into barStream;

if the switchState = true then this will returns false as the value is an instance of the boolean not a long.

instanceOfString (Function)¶

Checks whether the parameter is an instance of String or not.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<BOOL> instanceOfString(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The parameter to be checked.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

from fooStream
select instanceOfString(value) as state
insert into barStream;

This will return true if the value field format is string ex : 'test'.

EXAMPLE 2

from fooStream
select instanceOfString(switchState) as state
insert into barStream;

if the switchState = true then this will returns false as the value is an instance of the boolean not a string.

maximum (Function)¶

Returns the maximum value of the input parameters.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT> maximum(<INT|LONG|DOUBLE|FLOAT> arg, <INT|LONG|DOUBLE|FLOAT> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	This function accepts one or more parameters. They can belong to any one of the available types. All the specified parameters should be of the same type.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

@info(name = 'query1') from inputStream
select maximum(price1, price2, price3) as max
insert into outputStream;

This will returns the maximum value of the input parameters price1, price2, price3.

minimum (Function)¶

Returns the minimum value of the input parameters.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT> minimum(<INT|LONG|DOUBLE|FLOAT> arg, <INT|LONG|DOUBLE|FLOAT> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	This function accepts one or more parameters. They can belong to any one of the available types. All the specified parameters should be of the same type.		INT LONG DOUBLE FLOAT	No	Yes

Examples EXAMPLE 1

@info(name = 'query1') from inputStream
select maximum(price1, price2, price3) as max
insert into outputStream;

This will returns the minimum value of the input parameters price1, price2, price3.

sizeOfSet (Function)¶

Returns the size of an object of type java.util.Set.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

<INT> sizeOfSet(<OBJECT> set)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
set	The set object. This parameter should be of type java.util.Set. A set object may be created by the 'set' attribute aggregator in Siddhi.		OBJECT	No	Yes

Examples EXAMPLE 1

from stockStream 
select initSet(symbol) as initialSet 
insert into initStream; 

;from initStream#window.timeBatch(10 sec) 
select union(initialSet) as distinctSymbols 
insert into distinctStockStream; 

from distinctStockStream 
select sizeOfSet(distinctSymbols) sizeOfSymbolSet 
insert into sizeStream;

The sizeStream stream will output the number of distinct stock symbols received during a sliding window of 10 seconds.

pol2Cart (Stream Function)¶

The pol2Cart function calculating the cartesian coordinates x & y for the given theta, rho coordinates and adding them as new attributes to the existing events.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

pol2Cart(<DOUBLE> theta, <DOUBLE> rho)
pol2Cart(<DOUBLE> theta, <DOUBLE> rho, <DOUBLE> z)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
theta	The theta value of the coordinates.		DOUBLE	No	Yes
rho	The rho value of the coordinates.		DOUBLE	No	Yes
z	z value of the cartesian coordinates.	If z value is not given, drop the third parameter of the output.	DOUBLE	Yes	Yes

Examples EXAMPLE 1

from PolarStream#pol2Cart(theta, rho)
select x, y 
insert into outputStream ;

This will return cartesian coordinates (4.99953024681082, 0.06853693328228748) for theta: 0.7854 and rho: 5.

EXAMPLE 2

from PolarStream#pol2Cart(theta, rho, 3.4)
select x, y, z 
insert into outputStream ;

This will return cartesian coordinates (4.99953024681082, 0.06853693328228748, 3.4)for theta: 0.7854 and rho: 5 and z: 3.4.

log (Stream Processor)¶

Logs the message on the given priority with or without the processed event.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

log()
log(<STRING> log.message)
log(<BOOL> is.event.logged)
log(<STRING> log.message, <BOOL> is.event.logged)
log(<STRING> priority, <STRING> log.message)
log(<STRING> priority, <STRING> log.message, <BOOL> is.event.logged)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
priority	The priority/type of this log message (INFO, DEBUG, WARN, FATAL, ERROR, OFF, TRACE).	INFO	STRING	Yes	No
log.message	This message will be logged.	:	STRING	Yes	Yes
is.event.logged	To log the processed event.	true	BOOL	Yes	No

Examples EXAMPLE 1

from FooStream#log()
select *
insert into BarStream;

Logs events with SiddhiApp name message prefix on default log level INFO.

EXAMPLE 2

from FooStream#log("Sample Event :")
select *
insert into BarStream;

Logs events with the message prefix "Sample Event :" on default log level INFO.

EXAMPLE 3

from FooStream#log("DEBUG", "Sample Event :", true)
select *
insert into BarStream;

Logs events with the message prefix "Sample Event :" on log level DEBUG.

EXAMPLE 4

from FooStream#log("Event Arrived", false)
select *
insert into BarStream;

For each event logs a message "Event Arrived" on default log level INFO.

EXAMPLE 5

from FooStream#log("Sample Event :", true)
select *
insert into BarStream;

Logs events with the message prefix "Sample Event :" on default log level INFO.

EXAMPLE 6

from FooStream#log(true)
select *
insert into BarStream;

Logs events with on default log level INFO.

batch (Window)¶

A window that holds an incoming events batch. When a new set of events arrives, the previously arrived old events will be expired. Batch window can be used to aggregate events that comes in batches. If it has the parameter length specified, then batch window process the batch as several chunks.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

batch()
batch(<INT> window.length)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.length	The length of a chunk	If length value was not given it assign 0 as length and process the whole batch as once	INT	Yes	No

Examples EXAMPLE 1

define stream consumerItemStream (itemId string, price float)

from consumerItemStream#window.batch()
select price, str:groupConcat(itemId) as itemIds
group by price
insert into outputStream;

This will output comma separated items IDs that have the same price for each incoming batch of events.

cron (Window)¶

This window outputs the arriving events as and when they arrive, and resets (expires) the window periodically based on the given cron expression.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

cron(<STRING> cron.expression)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
cron.expression	The cron expression that resets the window.		STRING	No	No

Examples EXAMPLE 1

define stream InputEventStream (symbol string, price float, volume int);

@info(name = 'query1')
from InputEventStream#cron('*/5 * * * * ?')
select symbol, sum(price) as totalPrice 
insert into OutputStream;

This let the totalPrice to gradually increase and resets to zero as a batch every 5 seconds.

EXAMPLE 2

define stream StockEventStream (symbol string, price float, volume int)
define window StockEventWindow (symbol string, price float, volume int) cron('*/5 * * * * ?');

@info(name = 'query0')
from StockEventStream
insert into StockEventWindow;

@info(name = 'query1')
from StockEventWindow 
select symbol, sum(price) as totalPrice
insert into OutputStream ;

The defined window will let the totalPrice to gradually increase and resets to zero as a batch every 5 seconds.

delay (Window)¶

A delay window holds events for a specific time period that is regarded as a delay period before processing them.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

delay(<INT|LONG|TIME> window.delay)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.delay	The time period (specified in sec, min, ms) for which the window should delay the events.		INT LONG TIME	No	No

Examples EXAMPLE 1

define window delayWindow(symbol string, volume int) delay(1 hour);
define stream PurchaseStream(symbol string, volume int);
define stream DeliveryStream(symbol string);
define stream OutputStream(symbol string);

@info(name='query1') 
from PurchaseStream
select symbol, volume
insert into delayWindow;

@info(name='query2') 
from delayWindow join DeliveryStream
on delayWindow.symbol == DeliveryStream.symbol
select delayWindow.symbol
insert into OutputStream;

In this example, purchase events that arrive in the 'PurchaseStream' stream are directed to a delay window. At any given time, this delay window holds purchase events that have arrived within the last hour. These purchase events in the window are matched by the 'symbol' attribute, with delivery events that arrive in the 'DeliveryStream' stream. This monitors whether the delivery of products is done with a minimum delay of one hour after the purchase.

expression (Window)¶

A sliding window that dynamically shrink and grow based on the expression, it holds events that satisfies the given expression, when they aren't, they are evaluated from the first (oldest) to the last (latest/current) and expired from the oldest until the expression is satisfied.
Note: All the events in window are reevaluated only when the given expression is changed.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

expression(<STRING> expression)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
expression	The expression to retain events.		STRING	No	Yes

Examples EXAMPLE 1

@info(name = 'query1')
from StockEventWindow#window.expression('count()<=20')
select symbol, sum(price) as price
insert into OutputStream ;

This will retain last 20 events in a sliding manner.

EXAMPLE 2

@info(name = 'query1')
from StockEventWindow#window.expression(
       'sum(price) < 100 and eventTimestamp(last) - eventTimestamp(first) < 3000')
select symbol, sum(price) as price
insert into OutputStream ;

This will retain the latest events having their sum(price) < 100, and the last and first events are within 3 second difference.

expressionBatch (Window)¶

A batch window that dynamically shrink and grow based on the expression, it holds events until the expression is satisfied, and expires all when the expression is not satisfied.When a string is passed as the expression it is evaluated from the first (oldest) to the last (latest/current).
Note: All the events in window are reevaluated only when the given expression is changed.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

expressionBatch(<STRING|BOOL> expression)
expressionBatch(<STRING|BOOL> expression, <BOOL> include.triggering.event)
expressionBatch(<STRING|BOOL> expression, <BOOL> include.triggering.event, <BOOL> stream.current.event)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
expression	The expression to retain events.		STRING BOOL	No	Yes
include.triggering.event	Include the event triggered the expiry in to the current event batch.	false	BOOL	Yes	Yes
stream.current.event	Let the window stream the current events out as and when they arrive to the window while expiring them in batches.	false	BOOL	Yes	No

Examples EXAMPLE 1

@info(name = 'query1')
from StockEventWindow#window.expressionBatch('count()<=20')
select symbol, sum(price) as price
insert into OutputStream ;

Retain and output 20 events at a time as batch.

EXAMPLE 2

@info(name = 'query1')
from StockEventWindow#window.expressionBatch(
       'sum(price) < 100 and eventTimestamp(last) - eventTimestamp(first) < 3000')
select symbol, sum(price) as price
insert into OutputStream ;

Retain and output events having their sum(price) < 100, and the last and first events are within 3 second difference as a batch.

EXAMPLE 3

@info(name = 'query1')
from StockEventWindow#window.expressionBatch(
       'last.symbol==first.symbol')
select symbol, sum(price) as price
insert into OutputStream ;

Output events as a batch when a new symbol type arrives.

EXAMPLE 4

@info(name = 'query1')
from StockEventWindow#window.expressionBatch(
       'flush', true)
select symbol, sum(price) as price
insert into OutputStream ;

Output events as a batch when a flush attribute becomes true, the output batch will also contain the triggering event.

EXAMPLE 5

@info(name = 'query1')
from StockEventWindow#window.expressionBatch(
       'flush', false, true)
select symbol, sum(price) as price
insert into OutputStream ;

Arriving events are emitted as soon as they are arrived, and the retained events are expired when flush attribute becomes true, and the output batch will not contain the triggering event.

externalTime (Window)¶

A sliding time window based on external time. It holds events that arrived during the last windowTime period from the external timestamp, and gets updated on every monotonically increasing timestamp.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

externalTime(<LONG> timestamp, <INT|LONG|TIME> window.time)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
timestamp	The time which the window determines as current time and will act upon. The value of this parameter should be monotonically increasing.		LONG	No	Yes
window.time	The sliding time period for which the window should hold events.		INT LONG TIME	No	No

Examples EXAMPLE 1

define window cseEventWindow (symbol string, price float, volume int) externalTime(eventTime, 20 sec) output expired events;

@info(name = 'query0')
from cseEventStream
insert into cseEventWindow;

@info(name = 'query1')
from cseEventWindow
select symbol, sum(price) as price
insert expired events into outputStream ;

processing events arrived within the last 20 seconds from the eventTime and output expired events.

externalTimeBatch (Window)¶

A batch (tumbling) time window based on external time, that holds events arrived during windowTime periods, and gets updated for every windowTime.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

externalTimeBatch(<LONG> timestamp, <INT|LONG|TIME> window.time)
externalTimeBatch(<LONG> timestamp, <INT|LONG|TIME> window.time, <INT|LONG|TIME> start.time)
externalTimeBatch(<LONG> timestamp, <INT|LONG|TIME> window.time, <INT|LONG|TIME> start.time, <INT|LONG|TIME> timeout)
externalTimeBatch(<LONG> timestamp, <INT|LONG|TIME> window.time, <INT|LONG|TIME> start.time, <INT|LONG|TIME> timeout, <BOOL> replace.with.batchtime)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
timestamp	The time which the window determines as current time and will act upon. The value of this parameter should be monotonically increasing.		LONG	No	Yes
window.time	The batch time period for which the window should hold events.		INT LONG TIME	No	No
start.time	User defined start time. This could either be a constant (of type int, long or time) or an attribute of the corresponding stream (of type long). If an attribute is provided, initial value of attribute would be considered as startTime.	Timestamp of first event	INT LONG TIME	Yes	Yes
timeout	Time to wait for arrival of new event, before flushing and giving output for events belonging to a specific batch.	System waits till an event from next batch arrives to flush current batch	INT LONG TIME	Yes	No
replace.with.batchtime	This indicates to replace the expired event timeStamp as the batch end timeStamp	System waits till an event from next batch arrives to flush current batch	BOOL	Yes	No

Examples EXAMPLE 1

define window cseEventWindow (symbol string, price float, volume int) externalTimeBatch(eventTime, 1 sec) output expired events;
@info(name = 'query0')
from cseEventStream
insert into cseEventWindow;
@info(name = 'query1')
from cseEventWindow
select symbol, sum(price) as price
insert expired events into outputStream ;

This will processing events that arrive every 1 seconds from the eventTime.

EXAMPLE 2

define window cseEventWindow (symbol string, price float, volume int) externalTimeBatch(eventTime, 20 sec, 0) output expired events;

This will processing events that arrive every 1 seconds from the eventTime. Starts on 0^th millisecond of an hour.

EXAMPLE 3

define window cseEventWindow (symbol string, price float, volume int) externalTimeBatch(eventTime, 2 sec, eventTimestamp, 100) output expired events;

This will processing events that arrive every 2 seconds from the eventTim. Considers the first event's eventTimestamp value as startTime. Waits 100 milliseconds for the arrival of a new event before flushing current batch.

frequent (Window)¶

Deprecated

This window returns the latest events with the most frequently occurred value for a given attribute(s). Frequency calculation for this window processor is based on Misra-Gries counting algorithm.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

frequent(<INT> event.count)
frequent(<INT> event.count, <STRING> attribute)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
event.count	The number of most frequent events to be emitted to the stream.		INT	No	No
attribute	The attributes to group the events. If no attributes are given, the concatenation of all the attributes of the event is considered.	The concatenation of all the attributes of the event is considered.	STRING	Yes	Yes

Examples EXAMPLE 1

@info(name = 'query1')
from purchase[price >= 30]#window.frequent(2)
select cardNo, price
insert all events into PotentialFraud;

This will returns the 2 most frequent events.

EXAMPLE 2

@info(name = 'query1')
from purchase[price >= 30]#window.frequent(2, cardNo)
select cardNo, price
insert all events into PotentialFraud;

This will returns the 2 latest events with the most frequently appeared card numbers.

length (Window)¶

A sliding length window that holds the last 'window.length' events at a given time, and gets updated for each arrival and expiry.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

length(<INT> window.length)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.length	The number of events that should be included in a sliding length window.		INT	No	No

Examples EXAMPLE 1

define window StockEventWindow (symbol string, price float, volume int) length(10) output all events;

@info(name = 'query0')
from StockEventStream
insert into StockEventWindow;
@info(name = 'query1')

from StockEventWindow
select symbol, sum(price) as price
insert all events into outputStream ;

This will process last 10 events in a sliding manner.

lengthBatch (Window)¶

A batch (tumbling) length window that holds and process a number of events as specified in the window.length.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

lengthBatch(<INT> window.length)
lengthBatch(<INT> window.length, <BOOL> stream.current.event)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.length	The number of events the window should tumble.		INT	No	No
stream.current.event	Let the window stream the current events out as and when they arrive to the window while expiring them in batches.	false	BOOL	Yes	No

Examples EXAMPLE 1

define stream InputEventStream (symbol string, price float, volume int);

@info(name = 'query1')
from InputEventStream#lengthBatch(10)
select symbol, sum(price) as price 
insert into OutputStream;

This collect and process 10 events as a batch and output them.

EXAMPLE 2

define stream InputEventStream (symbol string, price float, volume int);

@info(name = 'query1')
from InputEventStream#lengthBatch(10, true)
select symbol, sum(price) as sumPrice 
insert into OutputStream;

This window sends the arriving events directly to the output letting the sumPrice to increase gradually, after every 10 events it clears the window as a batch and resets the sumPrice to zero.

EXAMPLE 3

define stream InputEventStream (symbol string, price float, volume int);
define window StockEventWindow (symbol string, price float, volume int) lengthBatch(10) output all events;

@info(name = 'query0')
from InputEventStream
insert into StockEventWindow;

@info(name = 'query1')
from StockEventWindow
select symbol, sum(price) as price
insert all events into OutputStream ;

This uses an defined window to process 10 events as a batch and output all events.

lossyFrequent (Window)¶

Deprecated

This window identifies and returns all the events of which the current frequency exceeds the value specified for the supportThreshold parameter.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

lossyFrequent(<DOUBLE> support.threshold)
lossyFrequent(<DOUBLE> support.threshold, <DOUBLE> error.bound)
lossyFrequent(<DOUBLE> support.threshold, <DOUBLE> error.bound, <STRING> attribute)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
support.threshold	The support threshold value.		DOUBLE	No	No
error.bound	The error bound value.	`support.threshold`/10	DOUBLE	Yes	No
attribute	The attributes to group the events. If no attributes are given, the concatenation of all the attributes of the event is considered.	The concatenation of all the attributes of the event is considered.	STRING	Yes	Yes

Examples EXAMPLE 1

define stream purchase (cardNo string, price float);
define window purchaseWindow (cardNo string, price float) lossyFrequent(0.1, 0.01);
@info(name = 'query0')
from purchase[price >= 30]
insert into purchaseWindow;
@info(name = 'query1')
from purchaseWindow
select cardNo, price
insert all events into PotentialFraud;

lossyFrequent(0.1, 0.01) returns all the events of which the current frequency exceeds 0.1, with an error bound of 0.01.

EXAMPLE 2

define stream purchase (cardNo string, price float);
define window purchaseWindow (cardNo string, price float) lossyFrequent(0.3, 0.05, cardNo);
@info(name = 'query0')
from purchase[price >= 30]
insert into purchaseWindow;
@info(name = 'query1')
from purchaseWindow
select cardNo, price
insert all events into PotentialFraud;

lossyFrequent(0.3, 0.05, cardNo) returns all the events of which the cardNo attributes frequency exceeds 0.3, with an error bound of 0.05.

session (Window)¶

Holds events that belong to a session. Events belong to a specific session are identified by a session key, and a session gap is determines the time period after which the session is considered to be expired. To have meaningful aggregation on session windows, the events need to be aggregated based on session key via a group by clause.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

session(<INT|LONG|TIME> session.gap)
session(<INT|LONG|TIME> session.gap, <STRING> session.key)
session(<INT|LONG|TIME> session.gap, <STRING> session.key, <INT|LONG|TIME> allowed.latency)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
session.gap	The time period after which the session is considered to be expired.		INT LONG TIME	No	No
session.key	The session identification attribute. Used to group events belonging to a specific session.	default-key	STRING	Yes	Yes
allowed.latency	The time period for which the session window is valid after the expiration of the session, to accept late event arrivals. This time period should be less than the `session.gap` parameter.	0	INT LONG TIME	Yes	No

Examples EXAMPLE 1

define stream PurchaseEventStream (user string, item_number int, price float, quantity int);

@info(name='query1) 
from PurchaseEventStream#window.session(5 sec, user) 
select user, sum(quantity) as totalQuantity, sum(price) as totalPrice 
group by user 
insert into OutputStream;

From the events arriving at the PurchaseEventStream, a session window with 5 seconds session gap is processed based on 'user' attribute as the session group identification key. All events falling into the same session are aggregated based on user attribute, and outputted to the OutputStream.

EXAMPLE 2

define stream PurchaseEventStream (user string, item_number int, price float, quantity int);

@info(name='query2) 
from PurchaseEventStream#window.session(5 sec, user, 2 sec) 
select user, sum(quantity) as totalQuantity, sum(price) as totalPrice 
group by user 
insert into OutputStream;

From the events arriving at the PurchaseEventStream, a session window with 5 seconds session gap is processed based on 'user' attribute as the session group identification key. This session window is kept active for 2 seconds after the session expiry to capture late (out of order) event arrivals. If the event timestamp falls in to the last session the session is reactivated. Then all events falling into the same session are aggregated based on user attribute, and outputted to the OutputStream.

sort (Window)¶

This window holds a batch of events that equal the number specified as the windowLength and sorts them in the given order.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

sort(<INT> window.length, <STRING|DOUBLE|INT|LONG|FLOAT|LONG> attribute)
sort(<INT> window.length, <STRING|DOUBLE|INT|LONG|FLOAT|LONG> attribute, <STRING> order, <STRING> ...)
sort(<INT> window.length, <STRING|DOUBLE|INT|LONG|FLOAT|LONG> attribute, <STRING> order, <STRING|DOUBLE|INT|LONG|FLOAT|LONG> attribute, <STRING|DOUBLE|INT|LONG|FLOAT|LONG> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.length	The size of the window length.		INT	No	No
attribute	The attribute that should be checked for the order.	The concatenation of all the attributes of the event is considered.	STRING DOUBLE INT LONG FLOAT LONG	No	Yes
order	The order define as "asc" or "desc".	asc	STRING	Yes	No

Examples EXAMPLE 1

define stream cseEventStream (symbol string, price float, volume long);
define window cseEventWindow (symbol string, price float, volume long) sort(2,volume, 'asc');
@info(name = 'query0')
from cseEventStream
insert into cseEventWindow;
@info(name = 'query1')
from cseEventWindow
select volume
insert all events into outputStream ;

sort(5, price, 'asc') keeps the events sorted by price in the ascending order. Therefore, at any given time, the window contains the 5 lowest prices.

time (Window)¶

A sliding time window that holds events that arrived during the last windowTime period at a given time, and gets updated for each event arrival and expiry.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

time(<INT|LONG|TIME> window.time)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.time	The sliding time period for which the window should hold events.		INT LONG TIME	No	No

Examples EXAMPLE 1

define window cseEventWindow (symbol string, price float, volume int) time(20) output all events;
@info(name = 'query0')
from cseEventStream
insert into cseEventWindow;
@info(name = 'query1')
from cseEventWindow
select symbol, sum(price) as price
insert all events into outputStream ;

This will processing events that arrived within the last 20 milliseconds.

timeBatch (Window)¶

A batch (tumbling) time window that holds and process events that arrive during 'window.time' period as a batch.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

timeBatch(<INT|LONG|TIME> window.time)
timeBatch(<INT|LONG|TIME> window.time, <INT|LONG> start.time)
timeBatch(<INT|LONG|TIME> window.time, <BOOL> stream.current.event)
timeBatch(<INT|LONG|TIME> window.time, <INT|LONG> start.time, <BOOL> stream.current.event)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.time	The batch time period in which the window process the events.		INT LONG TIME	No	No
start.time	This specifies an offset in milliseconds in order to start the window at a time different to the standard time.	Timestamp of first event	INT LONG	Yes	No
stream.current.event	Let the window stream the current events out as and when they arrive to the window while expiring them in batches.	false	BOOL	Yes	No

Examples EXAMPLE 1

define stream InputEventStream (symbol string, price float, volume int);

@info(name = 'query1')
from InputEventStream#timeBatch(20 sec)
select symbol, sum(price) as price 
insert into OutputStream;

This collect and process incoming events as a batch every 20 seconds and output them.

EXAMPLE 2

define stream InputEventStream (symbol string, price float, volume int);

@info(name = 'query1')
from InputEventStream#timeBatch(20 sec, true)
select symbol, sum(price) as sumPrice 
insert into OutputStream;

This window sends the arriving events directly to the output letting the sumPrice to increase gradually and on every 20 second interval it clears the window as a batch resetting the sumPrice to zero.

EXAMPLE 3

define stream InputEventStream (symbol string, price float, volume int);
define window StockEventWindow (symbol string, price float, volume int) timeBatch(20 sec) output all events;

@info(name = 'query0')
from InputEventStream
insert into StockEventWindow;

@info(name = 'query1')
from StockEventWindow
select symbol, sum(price) as price
insert all events into OutputStream ;

This uses an defined window to process events arrived every 20 seconds as a batch and output all events.

timeLength (Window)¶

A sliding time window that, at a given time holds the last window.length events that arrived during last window.time period, and gets updated for every event arrival and expiry.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

timeLength(<INT|LONG|TIME> window.time, <INT> window.length)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
window.time	The sliding time period for which the window should hold events.		INT LONG TIME	No	No
window.length	The number of events that should be be included in a sliding length window..		INT	No	No

Examples EXAMPLE 1

define stream cseEventStream (symbol string, price float, volume int);
define window cseEventWindow (symbol string, price float, volume int) timeLength(2 sec, 10);
@info(name = 'query0')
from cseEventStream
insert into cseEventWindow;
@info(name = 'query1')
from cseEventWindow select symbol, price, volume
insert all events into outputStream;

window.timeLength(2 sec, 10) holds the last 10 events that arrived during last 2 seconds and gets updated for every event arrival and expiry.

File¶

isDirectory (Function)¶

This function checks for a given file path points to a directory

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

<BOOL> file:isDirectory(<STRING> uri)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	The path to be checked for a directory.		STRING	No	Yes

Examples EXAMPLE 1

file:isDirectory(filePath) as isDirectory

Checks whether the given path is a directory. Result will be returned as an boolean.

isExist (Function)¶

This function checks whether a file or a folder exists in a given path

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

<BOOL> file:isExist(<STRING> uri)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	File path to check for existence.		STRING	No	Yes

Examples EXAMPLE 1

file:isExist('/User/wso2/source/test.txt') as exists

Checks existence of a file in the given path. Result will be returned as an boolean .

EXAMPLE 2

file:isExist('/User/wso2/source/') as exists

Checks existence of a folder in the given path. Result will be returned as an boolean .

isFile (Function)¶

This function checks for a given file path points to a file

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

<BOOL> file:isFile(<STRING> file.path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
file.path	The path to be checked for a file.		STRING	No	Yes

Examples EXAMPLE 1

file:isFile(filePath) as isFile

Checks whether the given path is a file. Result will be returned as an boolean.

lastModifiedTime (Function)¶

Checks for the last modified time for a given file path

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

<STRING> file:lastModifiedTime(<STRING> uri)
<STRING> file:lastModifiedTime(<STRING> uri, <STRING> datetime.format)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	File path to be checked for te last modified time.		STRING	No	Yes
datetime.format	Format of the last modified datetime to be returned.	MM/dd/yyyy HHss	STRING	Yes	No

Examples EXAMPLE 1

file:lastModifiedTime(filePath) as lastModifiedTime

Last modified datetime of a file will be returned as an string in MM/dd/yyyy HHss.

EXAMPLE 2

file:lastModifiedTime(filePath, dd/MM/yyyy HH:mm:ss) as lastModifiedTime

Last modified datetime of a file will be returned as an string in 'dd/MM/yyyy HHss' format.

size (Function)¶

This function checks for a given file's size

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

<LONG> file:size(<STRING> uri)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute path to the file or directory to be checked for the size.		STRING	No	Yes

Examples EXAMPLE 1

file:size('/User/wso2/source/test.txt') as fileSize

Size of a file in a given path will be returned.

archive (Stream Function)¶

Archives files and folders as a zip or in tar format that are available in the given file uri.

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:archive(<STRING> uri, <STRING> destination.dir.uri)
file:archive(<STRING> uri, <STRING> destination.dir.uri, <STRING> archive.type)
file:archive(<STRING> uri, <STRING> destination.dir.uri, <STRING> archive.type, <STRING> include.by.regexp)
file:archive(<STRING> uri, <STRING> destination.dir.uri, <STRING> archive.type, <STRING> include.by.regexp, <BOOL> exclude.subdirectories)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute path of the file or the directory		STRING	No	Yes
destination.dir.uri	Absolute directory path of the the archived file.		STRING	No	Yes
archive.type	Archive type can be zip or tar	zip	STRING	Yes	No
include.by.regexp	Only the files matching the patterns will be archived. Note: Add an empty string to match all files		STRING	Yes	No
exclude.subdirectories	This flag is used to exclude the subdirectories and its files without archiving.	false	BOOL	Yes	No

Examples EXAMPLE 1

InputStream#file:archive('/User/wso2/to_be_archived', '/User/wso2/archive_destination/file.zip')

Archives to_be_archived folder in zip format and stores archive_destination folder as file.zip.

EXAMPLE 2

InputStream#file:archive('/User/wso2/to_be_archived', '/User/wso2/archive_destination/file', 'tar')

Archives to_be_archived folder in tar format and stores in archive_destination folder as file.tar.

EXAMPLE 3

InputStream#file:archive('/User/wso2/to_be_archived', '/User/wso2/archive_destination/file', 'tar', '.*test3.txt$')

Archives files which adheres to '.*test3.txt$' regex in to_be_archived folder in tar format and stores in archive_destination folder as file.tar.

EXAMPLE 4

InputStream#file:archive('/User/wso2/to_be_archived', '/User/wso2/archive_destination/file', '', '', 'false')

Archives to_be_archived folder excluding the sub-folders in zip format and stores in archive_destination folder as file.tar.

copy (Stream Function)¶

This function performs copying file from one directory to another.

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:copy(<STRING> uri, <STRING> destination.dir.uri)
file:copy(<STRING> uri, <STRING> destination.dir.uri, <STRING> include.by.regexp)
file:copy(<STRING> uri, <STRING> destination.dir.uri, <STRING> include.by.regexp, <BOOL> exclude.root.dir)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute path of the File or the directory.		STRING	No	Yes
destination.dir.uri	Absolute path of the destination directory. Note: Parent folder structure will be created if it does not exist.		STRING	No	Yes
include.by.regexp	Only the files matching the patterns will be copied. Note: Add an empty string to match all files		STRING	Yes	No
exclude.root.dir	This flag is used to exclude parent folder when copying the content.	false	BOOL	Yes	No

Extra Return Attributes

Name	Description	Possible Types
isSuccess	Status of the file copying operation (true if success)	BOOL

Examples EXAMPLE 1

InputStream#file:copy('/User/wso2/source/test.txt', 'User/wso2/destination/')

Copies 'test.txt' in 'source' folder to the 'destination' folder.

EXAMPLE 2

InputStream#file:copy('/User/wso2/source/', 'User/wso2/destination/')

Copies 'source' folder to the 'destination' folder with all its content

EXAMPLE 3

InputStream#file:copy('/User/wso2/source/', 'User/wso2/destination/', '.*test3.txt$')

Copies 'source' folder to the 'destination' folder ignoring files doesnt adhere to the given regex.

EXAMPLE 4

InputStream#file:copy('/User/wso2/source/', 'User/wso2/destination/', '', true)

Copies only the files resides in 'source' folder to 'destination' folder.

create (Stream Function)¶

Create a file or a folder in the given location

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:create(<STRING> uri, <STRING> is.directory)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute file path which needs to be created.		STRING	No	Yes
is.directory	This flag is used when creating file path is a directory		STRING	No	Yes

Examples EXAMPLE 1

from CreateFileStream#file:create('/User/wso2/source/test.txt', false)

Creates a file in the given path with the name of 'test.txt'.

EXAMPLE 2

from CreateFileStream#file:create('/User/wso2/source/', true)

Creates a folder in the given path with the name of 'source'.

delete (Stream Function)¶

Deletes file/files in a particular path

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:delete(<STRING> uri)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute path of the file or the directory to be deleted.		STRING	No	Yes

Examples EXAMPLE 1

from DeleteFileStream#file:delete('/User/wso2/source/test.txt')

Deletes the file in the given path.

EXAMPLE 2

from DeleteFileStream#file:delete('/User/wso2/source/')

Deletes the folder in the given path.

move (Stream Function)¶

This function performs copying file from one directory to another.

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:move(<STRING> uri, <STRING> destination.dir.uri)
file:move(<STRING> uri, <STRING> destination.dir.uri, <STRING> include.by.regexp)
file:move(<STRING> uri, <STRING> destination.dir.uri, <STRING> include.by.regexp, <BOOL> exclude.root.dir)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute file or directory path.		STRING	No	Yes
destination.dir.uri	Absolute file path to the destination directory. Note: Parent folder structure will be created if it does not exist.		STRING	No	Yes
include.by.regexp	Only the files matching the patterns will be moved. Note: Add an empty string to match all files		STRING	Yes	No
exclude.root.dir	Exclude parent folder when moving the content.	false	BOOL	Yes	No

Extra Return Attributes

Name	Description	Possible Types
isSuccess	Status of the file moving operation (true if success)	BOOL

Examples EXAMPLE 1

InputStream#file:move('/User/wso2/source/test.txt', 'User/wso2/destination/')

Moves 'test.txt' in 'source' folder to the 'destination' folder.

EXAMPLE 2

InputStream#file:move('/User/wso2/source/', 'User/wso2/destination/')

Moves 'source' folder to the 'destination' folder with all its content

EXAMPLE 3

InputStream#file:move('/User/wso2/source/', 'User/wso2/destination/', '.*test3.txt$')

Moves 'source' folder to the 'destination' folder excluding files doesnt adhere to the given regex.

EXAMPLE 4

InputStream#file:move('/User/wso2/source/', 'User/wso2/destination/', '', true)

Moves only the files resides in 'source' folder to 'destination' folder.

search (Stream Function)¶

Searches files in a given folder and lists.

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:search(<STRING> uri)
file:search(<STRING> uri, <STRING> include.by.regexp)
file:search(<STRING> uri, <STRING> include.by.regexp, <BOOL> exclude.subdirectories)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute file path of the directory.		STRING	No	Yes
include.by.regexp	Only the files matching the patterns will be searched. Note: Add an empty string to match all files		STRING	Yes	Yes
exclude.subdirectories	This flag is used to exclude the files un subdirectories when listing.	false	BOOL	Yes	No

Extra Return Attributes

Name	Description	Possible Types
fileNameList	The lit file name matches in the directory.	OBJECT

Examples EXAMPLE 1

ListFileStream#file:search(filePath)

This will list all the files (also in sub-folders) in a given path.

EXAMPLE 2

ListFileStream#file:search(filePath, '.*test3.txt$')

This will list all the files (also in sub-folders) which adheres to a given regex file pattern in a given path.

EXAMPLE 3

ListFileStream#file:search(filePath, '.*test3.txt$', true)

This will list all the files excluding the files in sub-folders which adheres to a given regex file pattern in a given path.

searchInArchive (Stream Function)¶

This.

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:searchInArchive(<STRING> uri)
file:searchInArchive(<STRING> uri, <STRING> include.by.regexp)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute file path of the zip or tar file.		STRING	No	Yes
include.by.regexp	Only the files matching the patterns will be searched. Note: Add an empty string to match all files		STRING	Yes	No

Extra Return Attributes

Name	Description	Possible Types
fileNameList	The list file names in the archived file.	OBJECT

Examples EXAMPLE 1

ListArchivedFileStream#file:listFilesInArchive(filePath)

Lists the files inside the compressed file in the given path.

EXAMPLE 2

ListArchivedFileStream#file:listFilesInArchive(filePath, '.*test3.txt$')

Filters file names adheres to the given regex and lists the files inside the compressed file in the given path.

unarchive (Stream Function)¶

This function decompresses a given file

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

file:unarchive(<STRING> uri, <STRING> destination.dir.uri)
file:unarchive(<STRING> uri, <STRING> destination.dir.uri, <BOOL> exclude.root.dir)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	Absolute path of the file to be decompressed in the format of zip or tar.		STRING	No	Yes
destination.dir.uri	Absolute path of the destination directory. Note: If the folder structure does not exist, it will be created.		STRING	No	Yes
exclude.root.dir	This flag excludes parent folder when extracting the content.	false	BOOL	Yes	No

Examples EXAMPLE 1

file:unarchive('/User/wso2/source/test.zip', '/User/wso2/destination')

Unarchive a zip file in a given path to a given destination.

EXAMPLE 2

file:unarchive('/User/wso2/source/test.tar', '/User/wso2/destination')

Unarchive a tar file in a given path to a given destination.

EXAMPLE 3

file:unarchive('/User/wso2/source/test.tar', '/User/wso2/destination', true)

Unarchive a tar file in a given path to a given destination excluding the root folder.

Js¶

eval (Function)¶

This extension evaluates a given string and return the output according to the user specified data type.

Origin: siddhi-script-js:5.0.4.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT|STRING|BOOL> js:eval(<STRING> expression, <STRING> return.type)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
expression	Any single line js expression or function.		STRING	No	Yes
return.type	The return type of the evaluated expression. Supported types are int\|long\|float\|double\|bool\|string.		STRING	No	No

Examples EXAMPLE 1

js:eval("700 > 800", 'bool')

In this example, the expression 700 > 800 will be evaluated and return result as false because user specified return type as bool.

Json¶

group (Aggregate Function)¶

This function aggregates the JSON elements and returns a JSON object by adding enclosing.element if it is provided. If enclosing.element is not provided it aggregate the JSON elements returns a JSON array.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<OBJECT> json:group(<STRING|OBJECT> json)
<OBJECT> json:group(<STRING|OBJECT> json, <BOOL> distinct)
<OBJECT> json:group(<STRING|OBJECT> json, <STRING> enclosing.element)
<OBJECT> json:group(<STRING|OBJECT> json, <STRING> enclosing.element, <BOOL> distinct)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON element that needs to be aggregated.		STRING OBJECT	No	Yes
enclosing.element	The JSON element used to enclose the aggregated JSON elements.	EMPTY_STRING	STRING	Yes	Yes
distinct	This is used to only have distinct JSON elements in the concatenated JSON object/array that is returned.	false	BOOL	Yes	Yes

Examples EXAMPLE 1

from InputStream#window.length(5)
select json:group("json") as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"12:20"}, it returns [{"date":"2013-11-19","time":"10:30"}{"date":"2013-11-19","time":"12:20"}] to the 'OutputStream'.

EXAMPLE 2

from InputStream#window.length(5)
select json:group("json", true) as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"10:30"}, it returns [{"date":"2013-11-19","time":"10:30"}] to the 'OutputStream'.

EXAMPLE 3

from InputStream#window.length(5)
select json:group("json", "result") as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"12:20"}, it returns {"result":[{"date":"2013-11-19","time":"10:30"},{"date":"2013-11-19","time":"12:20"}} to the 'OutputStream'.

EXAMPLE 4

from InputStream#window.length(5)
select json:group("json", "result", true) as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"10:30"}, it returns {"result":[{"date":"2013-11-19","time":"10:30"}]} to the 'OutputStream'.

groupAsObject (Aggregate Function)¶

This function aggregates the JSON elements and returns a JSON object by adding enclosing.element if it is provided. If enclosing.element is not provided it aggregate the JSON elements returns a JSON array.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<OBJECT> json:groupAsObject(<STRING|OBJECT> json)
<OBJECT> json:groupAsObject(<STRING|OBJECT> json, <BOOL> distinct)
<OBJECT> json:groupAsObject(<STRING|OBJECT> json, <STRING> enclosing.element)
<OBJECT> json:groupAsObject(<STRING|OBJECT> json, <STRING> enclosing.element, <BOOL> distinct)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON element that needs to be aggregated.		STRING OBJECT	No	Yes
enclosing.element	The JSON element used to enclose the aggregated JSON elements.	EMPTY_STRING	STRING	Yes	Yes
distinct	This is used to only have distinct JSON elements in the concatenated JSON object/array that is returned.	false	BOOL	Yes	Yes

Examples EXAMPLE 1

from InputStream#window.length(5)
select json:groupAsObject("json") as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"12:20"}, it returns [{"date":"2013-11-19","time":"10:30"}{"date":"2013-11-19","time":"12:20"}] to the 'OutputStream'.

EXAMPLE 2

from InputStream#window.length(5)
select json:groupAsObject("json", true) as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"10:30"}, it returns [{"date":"2013-11-19","time":"10:30"}] to the 'OutputStream'.

EXAMPLE 3

from InputStream#window.length(5)
select json:groupAsObject("json", "result") as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"12:20"}, it returns {"result":[{"date":"2013-11-19","time":"10:30"},{"date":"2013-11-19","time":"12:20"}} to the 'OutputStream'.

EXAMPLE 4

from InputStream#window.length(5)
select json:groupAsObject("json", "result", true) as groupedJSONArray
input OutputStream;

When we input events having values for the json as {"date":"2013-11-19","time":"10:30"} and {"date":"2013-11-19","time":"10:30"}, it returns {"result":[{"date":"2013-11-19","time":"10:30"}]} to the 'OutputStream'.

getBool (Function)¶

Function retrieves the 'boolean' value specified in the given path of the JSON element.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<BOOL> json:getBool(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input containing boolean value.		STRING OBJECT	No	Yes
path	The JSON path to fetch the boolean value.		STRING	No	Yes

Examples EXAMPLE 1

json:getBool(json,'$.married')

If the json is the format {'name' : 'John', 'married' : true}, the function returns true as there is a matching boolean at

json:getBool(json,'$.name')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'married' : true}</code>, the function returns <code>null</code> as there is no matching boolean at <code> $.married</code>.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>json:getBool(json,'$.name')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'married' : true}</code>, the function returns <code>null</code> as there is no matching boolean at <code>$ .name

.

EXAMPLE 3

json:getBool(json,'$.foo')

If the json is the format {'name' : 'John', 'married' : true}, the function returns null as there is no matching element at $.foo.

getDouble (Function)¶

Function retrieves the 'double' value specified in the given path of the JSON element.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<DOUBLE> json:getDouble(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input containing double value.		STRING OBJECT	No	Yes
path	The JSON path to fetch the double value.		STRING	No	Yes

Examples EXAMPLE 1

json:getDouble(json,'$.salary')

If the json is the format {'name' : 'John', 'salary' : 12000.0}, the function returns 12000.0 as there is a matching double at

json:getDouble(json,'$.salary')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code> $.salary</code>.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>json:getDouble(json,'$.salary')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code>$ .salary

.

EXAMPLE 3

json:getDouble(json,'$.name')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns null as there are no matching double at $.name.

getFloat (Function)¶

Function retrieves the 'float' value specified in the given path of the JSON element.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<FLOAT> json:getFloat(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input containing float value.		STRING OBJECT	No	Yes
path	The JSON path to fetch the float value.		STRING	No	Yes

Examples EXAMPLE 1

json:getFloat(json,'$.salary')

If the json is the format {'name' : 'John', 'salary' : 12000.0}, the function returns 12000 as there is a matching float at

json:getFloat(json,'$.salary')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code> $.salary</code>.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>json:getFloat(json,'$.salary')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code>$ .salary

.

EXAMPLE 3

json:getFloat(json,'$.name')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns null as there are no matching float at $.name.

getInt (Function)¶

Function retrieves the 'int' value specified in the given path of the JSON element.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<INT> json:getInt(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input containing int value.		STRING OBJECT	No	Yes
path	The JSON path to fetch the int value.		STRING	No	Yes

Examples EXAMPLE 1

json:getInt(json,'$.age')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns 23 as there is a matching int at

json:getInt(json,'$.salary')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code> $.age</code>.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>json:getInt(json,'$.salary')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code>$ .salary

.

EXAMPLE 3

json:getInt(json,'$.name')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns null as there are no matching int at $.name.

getLong (Function)¶

Function retrieves the 'long' value specified in the given path of the JSON element.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<LONG> json:getLong(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input containing long value.		STRING OBJECT	No	Yes
path	The JSON path to fetch the long value.		STRING	No	Yes

Examples EXAMPLE 1

json:getLong(json,'$.age')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns 23 as there is a matching long at

json:getLong(json,'$.salary')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code> $.age</code>.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>json:getLong(json,'$.salary')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code>$ .salary

.

EXAMPLE 3

json:getLong(json,'$.name')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns null as there are no matching long at $.name.

getObject (Function)¶

Function retrieves the object specified in the given path of the JSON element.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<OBJECT> json:getObject(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input containing the object.		STRING OBJECT	No	Yes
path	The JSON path to fetch the object.		STRING	No	Yes

Examples EXAMPLE 1

json:getObject(json,'$.address')

If the json is the format {'name' : 'John', 'address' : {'city' : 'NY', 'country' : 'USA'}}, the function returns {'city' : 'NY', 'country' : 'USA'} as there is a matching object at

json:getObject(json,'$.age')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>23</code> as there is a matching object at <code> $.address</code>.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>json:getObject(json,'$.age')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>23</code> as there is a matching object at <code>$ .age

.

EXAMPLE 3

json:getObject(json,'$.salary')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns null as there are no matching element at $.salary.

getString (Function)¶

Function retrieves value specified in the given path of the JSON element as a string.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<STRING> json:getString(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input containing value.		STRING OBJECT	No	Yes
path	The JSON path to fetch the value.		STRING	No	Yes

Examples EXAMPLE 1

json:getString(json,'$.name')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns John as there is a matching string at

json:getString(json,'$.salary')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code> $.name</code>.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>json:getString(json,'$.salary')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'age' : 23}</code>, the function returns <code>null</code> as there are no matching element at <code>$ .salary

.

EXAMPLE 3

json:getString(json,'$.age')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns 23 as a string as there is a matching element at

json:getString(json,'$.address')


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'address' : {'city' : 'NY', 'country' : 'USA'}}</code>, the function returns <code>{'city' : 'NY', 'country' : 'USA'}</code> as a string as there is  a matching element at <code> $.age</code>.</p> <p></p> <span id="example-4" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 4</span> <pre class="codehilite"><code>json:getString(json,'$.address')</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the <code>json</code> is the format <code>{'name' : 'John', 'address' : {'city' : 'NY', 'country' : 'USA'}}</code>, the function returns <code>{'city' : 'NY', 'country' : 'USA'}</code> as a string as there is a matching element at <code>$ .address

.

isExists (Function)¶

Function checks whether there is a JSON element present in the given path or not.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<BOOL> json:isExists(<STRING|OBJECT> json, <STRING> path)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON input that needs to be searched for an elements.		STRING OBJECT	No	Yes
path	The JSON path to check for the element.		STRING	No	Yes

Examples EXAMPLE 1

json:isExists(json, '$.name')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns true as there is an element in the given path.

EXAMPLE 2

json:isExists(json, '$.salary')

If the json is the format {'name' : 'John', 'age' : 23}, the function returns false as there is no element in the given path.

setElement (Function)¶

Function sets JSON element into a given JSON at the specific path.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<OBJECT> json:setElement(<STRING|OBJECT> json, <STRING> path, <STRING|BOOL|DOUBLE|FLOAT|INT|LONG|OBJECT> json.element)
<OBJECT> json:setElement(<STRING|OBJECT> json, <STRING> path, <STRING|BOOL|DOUBLE|FLOAT|INT|LONG|OBJECT> json.element, <STRING> key)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The JSON to which a JSON element needs to be added/replaced.		STRING OBJECT	No	Yes
path	The JSON path where the JSON element should be added/replaced.		STRING	No	Yes
json.element	The JSON element being added.		STRING BOOL DOUBLE FLOAT INT LONG OBJECT	No	Yes
key	The key to be used to refer the newly added element in the input JSON.	Assumes the element is added to a JSON array, or the element selected by the JSON path will be updated.	STRING	Yes	Yes

Examples EXAMPLE 1

json:setElement(json, '$', "{'country' : 'USA'}", 'address')

If the json is the format {'name' : 'John', 'married' : true},the function updates the json as {'name' : 'John', 'married' : true, 'address' : {'country' : 'USA'}} by adding 'address' element and returns the updated JSON.

EXAMPLE 2

json:setElement(json, '$', 40, 'age')

If the json is the format {'name' : 'John', 'married' : true},the function updates the json as {'name' : 'John', 'married' : true, 'age' : 40} by adding 'age' element and returns the updated JSON.

EXAMPLE 3

json:setElement(json, '$', 45, 'age')

If the json is the format {'name' : 'John', 'married' : true, 'age' : 40}, the function updates the json as {'name' : 'John', 'married' : true, 'age' : 45} by replacing 'age' element and returns the updated JSON.

EXAMPLE 4

json:setElement(json, '$.items', 'book')

If the json is the format {'name' : 'Stationary', 'items' : ['pen', 'pencil']}, the function updates the json as {'name' : 'John', 'items' : ['pen', 'pencil', 'book']} by adding 'book' in the items array and returns the updated JSON.

EXAMPLE 5

json:setElement(json, '$.item', 'book')

If the json is the format {'name' : 'Stationary', 'item' : 'pen'}, the function updates the json as {'name' : 'John', 'item' : 'book'} by replacing 'item' element and returns the updated JSON.

EXAMPLE 6

json:setElement(json, '$.address', 'city', 'SF')

If the json is the format {'name' : 'John', 'married' : true},the function will not update, but returns the original JSON as there are no valid path for $.address.

toObject (Function)¶

Function generate JSON object from the given JSON string.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<OBJECT> json:toObject(<STRING> json)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	A valid JSON string that needs to be converted to a JSON object.		STRING	No	Yes

Examples EXAMPLE 1

json:toJson(json)

This returns the JSON object corresponding to the given JSON string.

toString (Function)¶

Function generates a JSON string corresponding to a given JSON object.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

<STRING> json:toString(<OBJECT> json)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	A valid JSON object to generates a JSON string.		OBJECT	No	Yes

Examples EXAMPLE 1

json:toString(json)

This returns the JSON string corresponding to a given JSON object.

tokenize (Stream Processor)¶

Stream processor tokenizes the given JSON into to multiple JSON string elements and sends them as separate events.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

json:tokenize(<STRING|OBJECT> json, <STRING> path)
json:tokenize(<STRING|OBJECT> json, <STRING> path, <BOOL> fail.on.missing.attribute)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The input JSON that needs to be tokenized.		STRING OBJECT	No	Yes
path	The path of the set of elements that will be tokenized.		STRING	No	Yes
fail.on.missing.attribute	If there are no element on the given path, when set to `true` the system will drop the event, and when set to `false` the system will pass 'null' value to the jsonElement output attribute.	true	BOOL	Yes	No

Extra Return Attributes

Name	Description	Possible Types
jsonElement	The JSON element retrieved based on the given path will be returned as a JSON string. If the 'path' selects a JSON array then the system returns each element in the array as a JSON string via a separate events.	STRING

Examples EXAMPLE 1

define stream InputStream (json string, path string);

@info(name = 'query1')
from InputStream#json:tokenizeAsObject(json, path)
select path, jsonElement
insert into OutputStream;

If the input 'json' is {name:'John', enrolledSubjects:['Mathematics', 'Physics']}, and the 'path' is passed as $.enrolledSubjects</code> then for both the elements in the selected JSON array, it generates it generates events as <code>('$ .enrolledSubjects', 'Mathematics'), and (' $.enrolledSubjects', 'Physics')</code>.<br>For the same input JSON, if the 'path' is passed as <code>$ .name then it will only produce one event ('

define stream InputStream (json string, path string);

@info(name = 'query1')
from InputStream#json:tokenizeAsObject(json, path, true)
select path, jsonElement
insert into OutputStream;


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the input 'json' is <code>{name:'John', age:25}</code>,and the 'path' is passed as <code> $.name', 'John')</code> as the 'path' provided a single JSON element.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>define stream InputStream (json string, path string); @info(name = 'query1') from InputStream#json:tokenizeAsObject(json, path, true) select path, jsonElement insert into OutputStream;</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the input 'json' is <code>{name:'John', age:25}</code>,and the 'path' is passed as <code>$ .salary

then the system will produce

(' $.salary', null)</code>, as the 'fail.on.missing.attribute' is <code>true</code> and there are no matching element for <code>$ .salary

.

tokenizeAsObject (Stream Processor)¶

Stream processor tokenizes the given JSON into to multiple JSON object elements and sends them as separate events.

Origin: siddhi-execution-json:2.0.6.SNAPSHOT

Syntax

json:tokenizeAsObject(<STRING|OBJECT> json, <STRING> path)
json:tokenizeAsObject(<STRING|OBJECT> json, <STRING> path, <BOOL> fail.on.missing.attribute)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json	The input JSON that needs to be tokenized.		STRING OBJECT	No	Yes
path	The path of the set of elements that will be tokenized.		STRING	No	Yes
fail.on.missing.attribute	If there are no element on the given path, when set to `true` the system will drop the event, and when set to `false` the system will pass 'null' value to the jsonElement output attribute.	true	BOOL	Yes	No

Extra Return Attributes

Name	Description	Possible Types
jsonElement	The JSON element retrieved based on the given path will be returned as a JSON object. If the 'path' selects a JSON array then the system returns each element in the array as a JSON object via a separate events.	OBJECT

Examples EXAMPLE 1

define stream InputStream (json string, path string);

@info(name = 'query1')
from InputStream#json:tokenizeAsObject(json, path)
select path, jsonElement
insert into OutputStream;

If the input 'json' is {name:'John', enrolledSubjects:['Mathematics', 'Physics']}, and the 'path' is passed as $.enrolledSubjects</code> then for both the elements in the selected JSON array, it generates it generates events as <code>('$ .enrolledSubjects', 'Mathematics'), and (' $.enrolledSubjects', 'Physics')</code>.<br>For the same input JSON, if the 'path' is passed as <code>$ .name then it will only produce one event ('

define stream InputStream (json string, path string);

@info(name = 'query1')
from InputStream#json:tokenizeAsObject(json, path, true)
select path, jsonElement
insert into OutputStream;


<p></p>
<p style="word-wrap: break-word;margin: 0;">If the input 'json' is <code>{name:'John', age:25}</code>,and the 'path' is passed as <code> $.name', 'John')</code> as the 'path' provided a single JSON element.</p> <p></p> <span id="example-2" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 2</span> <pre class="codehilite"><code>define stream InputStream (json string, path string); @info(name = 'query1') from InputStream#json:tokenizeAsObject(json, path, true) select path, jsonElement insert into OutputStream;</code></pre> <p></p> <p style="word-wrap: break-word;margin: 0;">If the input 'json' is <code>{name:'John', age:25}</code>,and the 'path' is passed as <code>$ .salary

then the system will produce

(' $.salary', null)</code>, as the 'fail.on.missing.attribute' is <code>true</code> and there are no matching element for <code>$ .salary

.

List¶

collect (Aggregate Function)¶

Collects multiple values to construct a list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:collect(<OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)
<OBJECT> list:collect(<OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value, <BOOL> is.distinct)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
value	Value of the list element		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes
is.distinct	If `true` only distinct elements are collected	false	BOOL	Yes	Yes

Examples EXAMPLE 1

from StockStream#window.lengthBatch(10)
select list:collect(symbol) as stockSymbols
insert into OutputStream;

For the window expiry of 10 events, the collect() function will collect attributes of symbol to a single list and return as stockSymbols.

merge (Aggregate Function)¶

Collects multiple lists to merge as a single list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:merge(<OBJECT> list)
<OBJECT> list:merge(<OBJECT> list, <BOOL> is.distinct)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	List to be merged		OBJECT	No	Yes
is.distinct	Whether to return list with distinct values	false	BOOL	Yes	Yes

Examples EXAMPLE 1

from StockStream#window.lengthBatch(2)
select list:merge(list) as stockSymbols
insert into OutputStream;

For the window expiry of 2 events, the merge() function will collect attributes of list and merge them to a single list, returned as stockSymbols.

add (Function)¶

Function returns the updated list after adding the given value.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:add(<OBJECT> list, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)
<OBJECT> list:add(<OBJECT> list, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value, <INT> index)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list to which the value should be added.		OBJECT	No	Yes
value	The value to be added.		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes
index	The index in which the value should to be added.	last	INT	Yes	Yes

Examples EXAMPLE 1

list:add(stockSymbols, 'IBM')

Function returns the updated list after adding the value IBM in the last index.

EXAMPLE 2

list:add(stockSymbols, 'IBM', 0)

Function returns the updated list after adding the value IBM in the 0^th index`.

addAll (Function)¶

Function returns the updated list after adding all the values from the given list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:addAll(<OBJECT> to.list, <OBJECT> from.list)
<OBJECT> list:addAll(<OBJECT> to.list, <OBJECT> from.list, <BOOL> is.distinct)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
to.list	The list into which the values need to copied.		OBJECT	No	Yes
from.list	The list from which the values are copied.		OBJECT	No	Yes
is.distinct	If `true` returns list with distinct values	false	BOOL	Yes	Yes

Examples EXAMPLE 1

list:putAll(toList, fromList)

If toList contains values ('IBM', 'WSO2), and if fromList contains values ('IBM', 'XYZ') then the function returns updated toList with values ('IBM', 'WSO2', 'IBM', 'XYZ').

EXAMPLE 2

list:putAll(toList, fromList, true)

If toList contains values ('IBM', 'WSO2), and if fromList contains values ('IBM', 'XYZ') then the function returns updated toList with values ('IBM', 'WSO2', 'XYZ').

clear (Function)¶

Function returns the cleared list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:clear(<OBJECT> list)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list which needs to be cleared		OBJECT	No	Yes

Examples EXAMPLE 1

list:clear(stockDetails)

Returns an empty list.

clone (Function)¶

Function returns the cloned list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:clone(<OBJECT> list)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list to which needs to be cloned.		OBJECT	No	Yes

Examples EXAMPLE 1

list:clone(stockSymbols)

Function returns cloned list of stockSymbols.

contains (Function)¶

Function checks whether the list contains the specific value.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<BOOL> list:contains(<OBJECT> list, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list that needs to be checked on whether it contains the value or not.		OBJECT	No	Yes
value	The value that needs to be checked.		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

list:contains(stockSymbols, 'IBM')

Returns 'true' if the stockSymbols list contains value IBM else it returns false.

containsAll (Function)¶

Function checks whether the list contains all the values in the given list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<BOOL> list:containsAll(<OBJECT> list, <OBJECT> given.list)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list that needs to be checked on whether it contains all the values or not.		OBJECT	No	Yes
given.list	The list which contains all the values to be checked.		OBJECT	No	Yes

Examples EXAMPLE 1

list:containsAll(stockSymbols, latestStockSymbols)

Returns 'true' if the stockSymbols list contains values in latestStockSymbols else it returns false.

create (Function)¶

Function creates a list containing all values provided.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:create()
<OBJECT> list:create(<OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value1)
<OBJECT> list:create(<OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value1, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
value1	Value 1		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	Yes	Yes

Examples EXAMPLE 1

list:create(1, 2, 3, 4, 5, 6)

This returns a list with values 1, 2, 3, 4, 5 and 6.

EXAMPLE 2

list:create()

This returns an empty list.

get (Function)¶

Function returns the value at the specific index, null if index is out of range.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> list:get(<OBJECT> list, <INT> index)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	Attribute containing the list		OBJECT	No	Yes
index	Index of the element		INT	No	Yes

Examples EXAMPLE 1

list:get(stockSymbols, 1)

This returns the element in the 1^st index in the stockSymbols list.

indexOf (Function)¶

Function returns the last index of the given element.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<INT> list:indexOf(<OBJECT> list, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list to be checked to get index of an element.		OBJECT	No	Yes
value	Value for which last index needs to be identified.		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

list:indexOf(stockSymbols. `IBM`)

Returns the last index of the element IBM if present else it returns -1.

isEmpty (Function)¶

Function checks if the list is empty.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<BOOL> list:isEmpty(<OBJECT> list)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list that needs to be checked whether it's empty or not.		OBJECT	No	Yes

Examples EXAMPLE 1

list:isEmpty(stockSymbols)

Returns 'true' if the stockSymbols list is empty else it returns false.

isList (Function)¶

Function checks if the object is type of a list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<BOOL> list:isList(<OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The argument the need to be determined whether it's a list or not.		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

list:isList(stockSymbols)

Returns 'true' if the stockSymbols is and an instance of java.util.List else it returns false.

lastIndexOf (Function)¶

Function returns the index of the given value.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<INT> list:lastIndexOf(<OBJECT> list, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list to be checked to get index of an element.		OBJECT	No	Yes
value	Value for which last index needs to be identified.		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

list:lastIndexOf(stockSymbols. `IBM`)

Returns the last index of the element IBM if present else it returns -1.

remove (Function)¶

Function returns the updated list after removing the element with the specified value.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:remove(<OBJECT> list, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list that needs to be updated.		OBJECT	No	Yes
value	The value of the element that needs to removed.		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

list:remove(stockSymbols, 'IBM')

This returns the updated list, stockSymbols after stockSymbols the value IBM.

removeAll (Function)¶

Function returns the updated list after removing all the element with the specified list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:removeAll(<OBJECT> list, <OBJECT> given.list)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list that needs to be updated.		OBJECT	No	Yes
given.list	The list with all the elements that needs to removed.		OBJECT	No	Yes

Examples EXAMPLE 1

list:removeAll(stockSymbols, latestStockSymbols)

This returns the updated list, stockSymbols after removing all the values in latestStockSymbols.

removeByIndex (Function)¶

Function returns the updated list after removing the element with the specified index.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:removeByIndex(<OBJECT> list, <INT> index)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list that needs to be updated.		OBJECT	No	Yes
index	The index of the element that needs to removed.		INT	No	Yes

Examples EXAMPLE 1

list:removeByIndex(stockSymbols, 0)

This returns the updated list, stockSymbols after removing value at 0 th index.

retainAll (Function)¶

Function returns the updated list after retaining all the elements in the specified list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:retainAll(<OBJECT> list, <OBJECT> given.list)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list that needs to be updated.		OBJECT	No	Yes
given.list	The list with all the elements that needs to reatined.		OBJECT	No	Yes

Examples EXAMPLE 1

list:retainAll(stockSymbols, latestStockSymbols)

This returns the updated list, stockSymbols after retaining all the values in latestStockSymbols.

setValue (Function)¶

Function returns the updated list after replacing the element in the given index by the given value.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:setValue(<OBJECT> list, <INT> index, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
list	The list to which the value should be updated.	OBJECT	No	Yes
index	The index in which the value should to be updated.	INT	No	Yes
value	The value to be updated with.	OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

list:set(stockSymbols, 0, 'IBM')

Function returns the updated list after replacing the value at 0^th index with the value IBM

size (Function)¶

Function to return the size of the list.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<INT> list:size(<OBJECT> list)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list for which size should be returned.		OBJECT	No	Yes

Examples EXAMPLE 1

list:size(stockSymbols)

Returns size of the stockSymbols list.

sort (Function)¶

Function returns lists sorted in ascending or descending order.

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

<OBJECT> list:sort(<OBJECT> list)
<OBJECT> list:sort(<OBJECT> list, <STRING> order)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	The list which should be sorted.		OBJECT	No	Yes
order	Order in which the list needs to be sorted (ASC/DESC/REV).	REV	STRING	Yes	No

Examples EXAMPLE 1

list:sort(stockSymbols)

Function returns the sorted list in ascending order.

EXAMPLE 2

list:sort(stockSymbols, 'DESC')

Function returns the sorted list in descending order.

tokenize (Stream Processor)¶

Tokenize the list and return each key, value as new attributes in events

Origin: siddhi-execution-list:1.0.1.SNAPSHOT

Syntax

list:tokenize(<OBJECT> list)
list:tokenize(<OBJECT> list, <OBJECT> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
list	Array list which needs to be tokenized		OBJECT	No	Yes

Extra Return Attributes

Name	Description	Possible Types
index	Index of an entry consisted in the list	INT
value	Value of an entry consisted in the list	OBJECT

Examples EXAMPLE 1

list:tokenize(customList)

If custom list contains ('WSO2', 'IBM', 'XYZ') elements, then tokenize function will return 3 events with value attributes WSO2, IBM and XYZ respectively.

Map¶

collect (Aggregate Function)¶

Collect multiple key-value pairs to construct a map. Only distinct keys are collected, if a duplicate key arrives, it overrides the old value

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:collect(<INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key, <OBJECT|INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
key	Key of the map entry		INT LONG FLOAT DOUBLE FLOAT BOOL STRING	No	Yes
value	Value of the map entry		OBJECT INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

from StockStream#window.lengthBatch(10)
select map:collect(symbol, price) as stockDetails
insert into OutputStream;

For the window expiry of 10 events, the collect() function will collect attributes of key and value to a single map and return as stockDetails.

merge (Aggregate Function)¶

Collect multiple maps to merge as a single map. Only distinct keys are collected, if a duplicate key arrives, it overrides the old value.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:merge(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	Maps to be collected		OBJECT	No	Yes

Examples EXAMPLE 1

from StockStream#window.lengthBatch(2)
select map:merge(map) as stockDetails
insert into OutputStream;

For the window expiry of 2 events, the merge() function will collect attributes of map and merge them to a single map, returned as stockDetails.

clear (Function)¶

Function returns the cleared map.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:clear(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map which needs to be cleared		OBJECT	No	Yes

Examples EXAMPLE 1

map:clear(stockDetails)

Returns an empty map.

clone (Function)¶

Function returns the cloned map.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:clone(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map to which needs to be cloned.		OBJECT	No	Yes

Examples EXAMPLE 1

map:clone(stockDetails)

Function returns cloned map of stockDetails.

combineByKey (Function)¶

Function returns the map after combining all the maps given as parameters, such that the keys, of all the maps will be matched with an Array list of values from each map respectively.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:combineByKey(<OBJECT> map, <OBJECT> map)
<OBJECT> map:combineByKey(<OBJECT> map, <OBJECT> map, <OBJECT> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map into which the key-values need to copied.		OBJECT	No	Yes

Examples EXAMPLE 1

map:combineByKey(map1, map2)

If map2 contains key-value pairs ('symbol': 'wso2'), ('volume' : 100), and if map2 contains key-value pairs ('symbol': 'IBM'), ('price' : 12), then the function returns the map with key value pairs as follows, (symbol: ArrayList('wso2, 'IBM')), (volume: ArrayList(100, null)) and (price: ArrayList(null, 12))

containsKey (Function)¶

Function checks if the map contains the key.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<BOOL> map:containsKey(<OBJECT> map, <INT|LONG|FLOAT|DOUBLE|BOOL|STRING> key)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map the needs to be checked on containing the key or not.		OBJECT	No	Yes
key	The key to be checked.		INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

map:containsKey(stockDetails, '1234')

Returns 'true' if the stockDetails map contains key 1234 else it returns false.

containsValue (Function)¶

Function checks if the map contains the value.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<BOOL> map:containsValue(<OBJECT> map, <INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map the needs to be checked on containing the value or not.		OBJECT	No	Yes
value	The value to be checked.		INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

map:containsValue(stockDetails, 'IBM')

Returns 'true' if the stockDetails map contains value IBM else it returns false.

create (Function)¶

Function creates a map pairing the keys and their corresponding values.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:create()
<OBJECT> map:create(<OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key1, <OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> value1)
<OBJECT> map:create(<OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key1, <OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> value1, <OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
key1	Key 1	-	OBJECT INT LONG FLOAT DOUBLE FLOAT BOOL STRING	Yes	Yes
value1	Value 1	-	OBJECT INT LONG FLOAT DOUBLE FLOAT BOOL STRING	Yes	Yes

Examples EXAMPLE 1

map:create(1, 'one', 2, 'two', 3, 'three')

This returns a map with keys 1, 2, 3 mapped with their corresponding values, one, two, three.

EXAMPLE 2

map:create()

This returns an empty map.

createFromJSON (Function)¶

Function returns the map created by pairing the keys with their corresponding values given in the JSON string.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:createFromJSON(<STRING> json.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
json.string	JSON as a string, which is used to create the map.		STRING	No	Yes

Examples EXAMPLE 1

map:createFromJSON("{‘symbol' : 'IBM', 'price' : 200, 'volume' : 100}")

This returns a map with the keys symbol, price, and volume, and their values, IBM, 200 and 100 respectively.

createFromXML (Function)¶

Function returns the map created by pairing the keys with their corresponding values,given as an XML string.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:createFromXML(<STRING> xml.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
xml.string	The XML string, which is used to create the map.		STRING	No	Yes

Examples EXAMPLE 1

map:createFromXML("<stock>
                      <symbol>IBM</symbol>
                      <price>200</price>
                      <volume>100</volume>
                   </stock>")

This returns a map with the keys symbol, price, volume, and with their values IBM, 200 and 100 respectively.

get (Function)¶

Function returns the value corresponding to the given key from the map.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> map:get(<OBJECT> map, <INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key)
<OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> map:get(<OBJECT> map, <INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key, <OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> default.value)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
map	The map from where the value should be obtained.	OBJECT	No	Yes
key	The key to fetch the value.	INT LONG FLOAT DOUBLE FLOAT BOOL STRING	No	Yes
default.value	The value to be returned if the map does not have the key.	OBJECT INT LONG FLOAT DOUBLE FLOAT BOOL STRING	Yes	Yes

Examples EXAMPLE 1

map:get(companyMap, 1)

If the companyMap has key 1 and value ABC in it's set of key value pairs. The function returns ABC.

EXAMPLE 2

map:get(companyMap, 2)

If the companyMap does not have any value for key 2 then the function returns null.

EXAMPLE 3

map:get(companyMap, 2, 'two')

If the companyMap does not have any value for key 2 then the function returns two.

isEmpty (Function)¶

Function checks if the map is empty.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<BOOL> map:isEmpty(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map the need to be checked whether it's empty or not.		OBJECT	No	Yes

Examples EXAMPLE 1

map:isEmpty(stockDetails)

Returns 'true' if the stockDetails map is empty else it returns false.

isMap (Function)¶

Function checks if the object is type of a map.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<BOOL> map:isMap(<OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> arg)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The argument the need to be determined whether it's a map or not.		OBJECT INT LONG FLOAT DOUBLE FLOAT BOOL STRING	No	Yes

Examples EXAMPLE 1

map:isMap(stockDetails)

Returns 'true' if the stockDetails is and an instance of java.util.Map else it returns false.

keys (Function)¶

Function to return the keys of the map as a list.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:keys(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map from which list of keys to be returned.		OBJECT	No	Yes

Examples EXAMPLE 1

map:keys(stockDetails)

Returns keys of the stockDetails map.

put (Function)¶

Function returns the updated map after adding the given key-value pair. If the key already exist in the map the key is updated with the new value.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:put(<OBJECT> map, <OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key, <OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
map	The map to which the value should be added.	OBJECT	No	Yes
key	The key to be added.	OBJECT INT LONG FLOAT DOUBLE FLOAT BOOL STRING	No	Yes
value	The value to be added.	OBJECT INT LONG FLOAT DOUBLE FLOAT BOOL STRING	No	Yes

Examples EXAMPLE 1

map:put(stockDetails , 'IBM' , '200')

Function returns the updated map named stockDetails after adding the value 200 with the key IBM.

putAll (Function)¶

Function returns the updated map after adding all the key-value pairs from another map. If there are duplicate keys, the key will be assigned new values from the map that's being copied.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:putAll(<OBJECT> to.map, <OBJECT> from.map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
to.map	The map into which the key-values need to copied.		OBJECT	No	Yes
from.map	The map from which the key-values are copied.		OBJECT	No	Yes

Examples EXAMPLE 1

map:putAll(toMap, fromMap)

If toMap contains key-value pairs ('symbol': 'wso2'), ('volume' : 100), and if fromMap contains key-value pairs ('symbol': 'IBM'), ('price' : 12), then the function returns updated toMap with key-value pairs ('symbol': 'IBM'), ('price' : 12), ('volume' : 100).

putIfAbsent (Function)¶

Function returns the updated map after adding the given key-value pair if key is absent.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:putIfAbsent(<OBJECT> map, <INT|LONG|FLOAT|DOUBLE|BOOL|STRING> key, <INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
map	The map to which the value should be added.	OBJECT	No	Yes
key	The key to be added.	INT LONG FLOAT DOUBLE BOOL STRING	No	Yes
value	The value to be added.	INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

map:putIfAbsent(stockDetails , 1234 , 'IBM')

Function returns the updated map named stockDetails after adding the value IBM with the key 1234 if key is absent from the original map.

remove (Function)¶

Function returns the updated map after removing the element with the specified key.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:remove(<OBJECT> map, <OBJECT|INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map that needs to be updated.		OBJECT	No	Yes
key	The key of the element that needs to removed.		OBJECT INT LONG FLOAT DOUBLE FLOAT BOOL STRING	No	Yes

Examples EXAMPLE 1

map:remove(stockDetails, 1234)

This returns the updated map, stockDetails after removing the key-value pair corresponding to the key 1234.

replace (Function)¶

Function returns the updated map after replacing the given key-value pair only if key is present.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:replace(<OBJECT> map, <INT|LONG|FLOAT|DOUBLE|FLOAT|BOOL|STRING> key, <INT|LONG|FLOAT|DOUBLE|BOOL|STRING> value)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
map	The map to which the key-value should be replaced.	OBJECT	No	Yes
key	The key to be replaced.	INT LONG FLOAT DOUBLE FLOAT BOOL STRING	No	Yes
value	The value to be replaced.	INT LONG FLOAT DOUBLE BOOL STRING	No	Yes

Examples EXAMPLE 1

map:replace(stockDetails , 1234 , 'IBM')

Function returns the updated map named stockDetails after replacing the value IBM with the key 1234 if present.

replaceAll (Function)¶

Function returns the updated map after replacing all the key-value pairs from another map, if keys are present.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:replaceAll(<OBJECT> to.map, <OBJECT> from.map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
to.map	The map into which the key-values need to copied.		OBJECT	No	Yes
from.map	The map from which the key-values are copied.		OBJECT	No	Yes

Examples EXAMPLE 1

map:replaceAll(toMap, fromMap)

If toMap contains key-value pairs ('symbol': 'wso2'), ('volume' : 100), and if fromMap contains key-value pairs ('symbol': 'IBM'), ('price' : 12), then the function returns updated toMap with key-value pairs ('symbol': 'IBM'), ('volume' : 100).

size (Function)¶

Function to return the size of the map.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<INT> map:size(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map for which size should be returned.		OBJECT	No	Yes

Examples EXAMPLE 1

map:size(stockDetails)

Returns size of the stockDetails map.

toJSON (Function)¶

Function converts a map into a JSON object and returns the JSON as a string.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<STRING> map:toJSON(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map that needs to be converted to JSON		OBJECT	No	Yes

Examples EXAMPLE 1

map:toJSON(company)

If company is a map with key-value pairs, ('symbol': 'wso2'),('volume' : 100), and ('price', 200), it returns the JSON string {"symbol" : "wso2", "volume" : 100 , "price" : 200}.

toXML (Function)¶

Function returns the map as an XML string.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<STRING> map:toXML(<OBJECT> map)
<STRING> map:toXML(<OBJECT> map, <OBJECT|STRING> root.element.name)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map that needs to be converted to XML.		OBJECT	No	Yes
root.element.name	The root element of the map.	The XML root element will be ignored	OBJECT STRING	Yes	Yes

Examples EXAMPLE 1

toXML(company, 'abcCompany')

If company is a map with key-value pairs, ('symbol' : 'wso2'), ('volume' : 100), and ('price' : 200), this function returns XML as a string, <abcCompany><symbol>wso2</symbol><volume><100></volume><price>200</price></abcCompany>.

EXAMPLE 2

toXML(company)

If company is a map with key-value pairs, ('symbol' : 'wso2'), ('volume' : 100), and ('price' : 200), this function returns XML without root element as a string, <symbol>wso2</symbol><volume><100></volume><price>200</price>.

values (Function)¶

Function to return the values of the map.

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

<OBJECT> map:values(<OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	The map from which list if values to be returned.		OBJECT	No	Yes

Examples EXAMPLE 1

map:values(stockDetails)

Returns values of the stockDetails map.

tokenize (Stream Processor)¶

Tokenize the map and return each key, value as new attributes in events

Origin: siddhi-execution-map:5.0.6.SNAPSHOT

Syntax

map:tokenize(<OBJECT> map)
map:tokenize(<OBJECT> map, <OBJECT> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
map	Hash map containing key value pairs		OBJECT	No	Yes

Extra Return Attributes

Name	Description	Possible Types
key	Key of an entry consisted in the map	OBJECT
value	Value of an entry consisted in the map. If more than one map is given, then an Array List of values from each map is returned for the `value` attribute.	OBJECT

Examples EXAMPLE 1

define stream StockStream(symbol string, price float);

from StockStream#window.lengthBatch(2)
select map:collect(symbol, price) as symbolPriceMap
insert into TempStream;

from TempStream#map:tokenize(customMap)
select key, value 
insert into SymbolStream;

Based on the length batch window, symbolPriceMap will collect two events, and the map will then again tokenized to give 2 events with key and values being symbol name and price respectively.

Math¶

percentile (Aggregate Function)¶

This functions returns the pth percentile value of a given argument.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:percentile(<INT|LONG|FLOAT|DOUBLE> arg, <DOUBLE> p)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	The value of the parameter whose percentile should be found.		INT LONG FLOAT DOUBLE	No	Yes
p	Estimate of the percentile to be found (pth percentile) where p is any number greater than 0 or lesser than or equal to 100.		DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (sensorId int, temperature double); 
from InValueStream 
select math:percentile(temperature, 97.0) as percentile 
insert into OutMediationStream;

This function returns the percentile value based on the argument given. For example, math:percentile(temperature, 97.0) returns the 97^th percentile value of all the temperature events.

abs (Function)¶

This function returns the absolute value of the given parameter. It wraps the java.lang.Math.abs() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:abs(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The parameter whose absolute value is found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:abs(inValue) as absValue 
insert into OutMediationStream;

Irrespective of whether the 'invalue' in the input stream holds a value of abs(3) or abs(-3),the function returns 3 since the absolute value of both 3 and -3 is 3. The result directed to OutMediationStream stream.

acos (Function)¶

If -1 <= p1 <= 1, this function returns the arc-cosine (inverse cosine) value of p1.If the domain is invalid, it returns NULL. The value returned is in radian scale. This function wraps the java.lang.Math.acos() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:acos(<FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose arc-cosine (inverse cosine) value is found.		FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:acos(inValue) as acosValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, the function calculates the arc-cosine value of it and returns the arc-cosine value to the output stream, OutMediationStream. For example, acos(0.5) returns 1.0471975511965979.

asin (Function)¶

If -1 <= p1 <= 1, this function returns the arc-sin (inverse sine) value of p1. If the domain is invalid, it returns NULL. The value returned is in radian scale. This function wraps the java.lang.Math.asin() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:asin(<FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose arc-sin (inverse sine) value is found.		FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:asin(inValue) as asinValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, the function calculates the arc-sin value of it and returns the arc-sin value to the output stream, OutMediationStream. For example, asin(0.5) returns 0.5235987755982989.

atan (Function)¶

1. If a single p1 is received, this function returns the arc-tangent (inverse tangent) value of p1.
2. If p1 is received along with an optional p1, it considers them as x and y coordinates and returns the arc-tangent (inverse tangent) value.
The returned value is in radian scale. This function wraps the java.lang.Math.atan() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:atan(<INT|LONG|FLOAT|DOUBLE> p1)
<DOUBLE> math:atan(<INT|LONG|FLOAT|DOUBLE> p1, <INT|LONG|FLOAT|DOUBLE> p2)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose arc-tangent (inverse tangent) is found. If the optional second parameter is given this represents the x coordinate of the (x,y) coordinate pair.		INT LONG FLOAT DOUBLE	No	Yes
p2	This optional parameter represents the y coordinate of the (x,y) coordinate pair.	0D	INT LONG FLOAT DOUBLE	Yes	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue1 double, inValue2 double); 
from InValueStream 
select math:atan(inValue1, inValue2) as convertedValue 
insert into OutMediationStream;

If the 'inValue1' in the input stream is given, the function calculates the arc-tangent value of it and returns the arc-tangent value to the output stream, OutMediationStream. If both the 'inValue1' and 'inValue2' are given, then the function considers them to be x and y coordinates respectively and returns the calculated arc-tangent value to the output stream, OutMediationStream. For example, atan(12d, 5d) returns 1.1760052070951352.

bin (Function)¶

This function returns a string representation of the p1 argument, that is of either 'integer' or 'long' data type, as an unsigned integer in base 2. It wraps the java.lang.Integer.toBinaryString and java.lang.Long.toBinaryString` methods.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<STRING> math:bin(<INT|LONG> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value in either 'integer' or 'long', that should be converted into an unsigned integer of base 2.		INT LONG	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue long); 
from InValueStream 
select math:bin(inValue) as binValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, the function converts it into an unsigned integer in base 2 and directs the output to the output stream, OutMediationStream. For example, bin(9) returns '1001'.

cbrt (Function)¶

This function returns the cube-root of 'p1' which is in radians. It wraps the java.lang.Math.cbrt() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:cbrt(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose cube-root should be found. Input is required to be in radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:cbrt(inValue) as cbrtValue 
insert into OutMediationStream;

If the 'inValue' is given, the function calculates the cube-root value for the same and directs the output to the output stream, OutMediationStream. For example, cbrt(17d) returns 2.5712815906582356.

ceil (Function)¶

This function returns the smallest double value, i.e., the closest to the negative infinity, that is greater than or equal to the p1 argument, and is equal to a mathematical integer. It wraps the java.lang.Math.ceil() method.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:ceil(<FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose ceiling value is found.		FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:ceil(inValue) as ceilingValue 
insert into OutMediationStream;

This function calculates the ceiling value of the given 'inValue' and directs the result to 'OutMediationStream' output stream. For example, ceil(423.187d) returns 424.0.

conv (Function)¶

This function converts a from the fromBase base to the toBase base.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<STRING> math:conv(<STRING> a, <INT> from.base, <INT> to.base)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
a	The value whose base should be changed. Input should be given as a 'String'.	STRING	No	Yes
from.base	The source base of the input parameter 'a'.	INT	No	Yes
to.base	The target base that the input parameter 'a' should be converted into.	INT	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue string,fromBase int,toBase int); 
from InValueStream 
select math:conv(inValue,fromBase,toBase) as convertedValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, and the base in which it currently resides in and the base to which it should be converted to is specified, the function converts it into a string in the target base and directs it to the output stream, OutMediationStream. For example, conv("7f", 16, 10) returns "127".

copySign (Function)¶

This function returns a value of an input with the received magnitude and sign of another input. It wraps the java.lang.Math.copySign() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:copySign(<INT|LONG|FLOAT|DOUBLE> magnitude, <INT|LONG|FLOAT|DOUBLE> sign)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
magnitude	The magnitude of this parameter is used in the output attribute.		INT LONG FLOAT DOUBLE	No	Yes
sign	The sign of this parameter is used in the output attribute.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue1 double, inValue2 double); 
from InValueStream 
select math:copySign(inValue1,inValue2) as copysignValue 
insert into OutMediationStream;

If two values are provided as 'inValue1' and 'inValue2', the function copies the magnitude and sign of the second argument into the first one and directs the result to the output stream, OutMediatonStream. For example, copySign(5.6d, -3.0d) returns -5.6.

cos (Function)¶

This function returns the cosine of p1 which is in radians. It wraps the java.lang.Math.cos() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:cos(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose cosine value should be found.The input is required to be in radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:cos(inValue) as cosValue 
insert into OutMediationStream;

If the 'inValue' is given, the function calculates the cosine value for the same and directs the output to the output stream, OutMediationStream. For example, cos(6d) returns 0.9601702866503661.

cosh (Function)¶

This function returns the hyperbolic cosine of p1 which is in radians. It wraps the java.lang.Math.cosh() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:cosh(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose hyperbolic cosine should be found. The input is required to be in radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:cosh(inValue) as cosValue 
insert into OutMediationStream;

If the 'inValue' is given, the function calculates the hyperbolic cosine value for the same and directs the output to the output stream, OutMediationStream. For example, cosh (6d) returns 201.7156361224559.

e (Function)¶

This function returns the java.lang.Math.E constant, which is the closest double value to e, where e is the base of the natural logarithms.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:e()

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:e() as eValue 
insert into OutMediationStream;

This function returns the constant, 2.7182818284590452354 which is the closest double value to e and directs the output to 'OutMediationStream' output stream.

exp (Function)¶

This function returns the Euler's number e raised to the power of p1. It wraps the java.lang.Math.exp() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:exp(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The power that the Euler's number e is raised to.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:exp(inValue) as expValue 
insert into OutMediationStream;

If the 'inValue' in the inputstream holds a value, this function calculates the corresponding Euler's number 'e' and directs it to the output stream, OutMediationStream. For example, exp(10.23) returns 27722.51006805505.

floor (Function)¶

This function wraps the java.lang.Math.floor() function and returns the largest value, i.e., closest to the positive infinity, that is less than or equal to p1, and is equal to a mathematical integer.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:floor(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose floor value should be found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:floor(inValue) as floorValue 
insert into OutMediationStream;

This function calculates the floor value of the given 'inValue' input and directs the output to the 'OutMediationStream' output stream. For example, (10.23) returns 10.0.

getExponent (Function)¶

This function returns the unbiased exponent that is used in the representation of p1. This function wraps the java.lang.Math.getExponent() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<INT> math:getExponent(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of whose unbiased exponent representation should be found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:getExponent(inValue) as expValue 
insert into OutMediationStream;

This function calculates the unbiased exponent of a given input, 'inValue' and directs the result to the 'OutMediationStream' output stream. For example, getExponent(60984.1) returns 15.

hex (Function)¶

This function wraps the java.lang.Double.toHexString() function. It returns a hexadecimal string representation of the input, p1`.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<STRING> math:hex(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose hexadecimal value should be found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue int); 
from InValueStream 
select math:hex(inValue) as hexString 
insert into OutMediationStream;

If the 'inValue' in the input stream is provided, the function converts this into its corresponding hexadecimal format and directs the output to the output stream, OutMediationStream. For example, hex(200) returns "c8".

isInfinite (Function)¶

This function wraps the java.lang.Float.isInfinite() and java.lang.Double.isInfinite() and returns true if p1 is infinitely large in magnitude and false if otherwise.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<BOOL> math:isInfinite(<FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	This is the value of the parameter that the function determines to be either infinite or finite.		FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue1 double,inValue2 int); 
from InValueStream 
select math:isInfinite(inValue1) as isInfinite 
insert into OutMediationStream;

If the value given in the 'inValue' in the input stream is of infinitely large magnitude, the function returns the value, 'true' and directs the result to the output stream, OutMediationStream'. For example, isInfinite(java.lang.Double.POSITIVE_INFINITY) returns true.

isNan (Function)¶

This function wraps the java.lang.Float.isNaN() and java.lang.Double.isNaN() functions and returns true if p1 is NaN (Not-a-Number), and returns false if otherwise.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<BOOL> math:isNan(<FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter which the function determines to be either NaN or a number.		FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue1 double,inValue2 int); 
from InValueStream 
select math:isNan(inValue1) as isNaN 
insert into OutMediationStream;

If the 'inValue1' in the input stream has a value that is undefined, then the function considers it as an 'NaN' value and directs 'True' to the output stream, OutMediationStream. For example, isNan(java.lang.Math.log(-12d)) returns true.

ln (Function)¶

This function returns the natural logarithm (base e) of p1.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:ln(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose natural logarithm (base e) should be found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:ln(inValue) as lnValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, the function calculates its natural logarithm (base e) and directs the results to the output stream, 'OutMeditionStream'. For example, ln(11.453) returns 2.438251704415579.

log (Function)¶

This function returns the logarithm of the received number as per the given base.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:log(<INT|LONG|FLOAT|DOUBLE> number, <INT|LONG|FLOAT|DOUBLE> base)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
number	The value of the parameter whose base should be changed.		INT LONG FLOAT DOUBLE	No	Yes
base	The base value of the ouput.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (number double, base double); 
from InValueStream 
select math:log(number, base) as logValue 
insert into OutMediationStream;

If the number and the base to which it has to be converted into is given in the input stream, the function calculates the number to the base specified and directs the result to the output stream, OutMediationStream. For example, log(34, 2f) returns 5.08746284125034.

log10 (Function)¶

This function returns the base 10 logarithm of p1.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:log10(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose base 10 logarithm should be found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:log10(inValue) as lnValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, the function calculates the base 10 logarithm of the same and directs the result to the output stream, OutMediatioStream. For example, log10(19.234) returns 1.2840696117100832.

log2 (Function)¶

This function returns the base 2 logarithm of p1.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:log2(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose base 2 logarithm should be found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:log2(inValue) as lnValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, the function calculates the base 2 logarithm of the same and returns the value to the output stream, OutMediationStream. For example log2(91d) returns 6.507794640198696.

max (Function)¶

This function returns the greater value of p1 and p2.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:max(<INT|LONG|FLOAT|DOUBLE> p1, <INT|LONG|FLOAT|DOUBLE> p2)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	One of the input values to be compared in order to find the larger value of the two		INT LONG FLOAT DOUBLE	No	Yes
p2	The input value to be compared with 'p1' in order to find the larger value of the two.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue1 double,inValue2 int); 
from InValueStream 
select math:max(inValue1,inValue2) as maxValue 
insert into OutMediationStream;

If two input values 'inValue1, and 'inValue2' are given, the function compares them and directs the larger value to the output stream, OutMediationStream. For example, max(123.67d, 91) returns 123.67.

min (Function)¶

This function returns the smaller value of p1 and p2.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:min(<INT|LONG|FLOAT|DOUBLE> p1, <INT|LONG|FLOAT|DOUBLE> p2)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	One of the input values that are to be compared in order to find the smaller value.		INT LONG FLOAT DOUBLE	No	Yes
p2	The input value that is to be compared with 'p1' in order to find the smaller value.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue1 double,inValue2 int); 
from InValueStream 
select math:min(inValue1,inValue2) as minValue 
insert into OutMediationStream;

If two input values, 'inValue1' and 'inValue2' are given, the function compares them and directs the smaller value of the two to the output stream, OutMediationStream. For example, min(123.67d, 91) returns 91.

oct (Function)¶

This function converts the input parameter p1 to octal.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<STRING> math:oct(<INT|LONG> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose octal representation should be found.		INT LONG	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue long); 
from InValueStream 
select math:oct(inValue) as octValue 
insert into OutMediationStream;

If the 'inValue' in the input stream is given, this function calculates the octal value corresponding to the same and directs it to the output stream, OutMediationStream. For example, oct(99l) returns "143".

parseDouble (Function)¶

This function returns the double value of the string received.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:parseDouble(<STRING> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that should be converted into a double value.		STRING	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue string); 
from InValueStream 
select math:parseDouble(inValue) as output 
insert into OutMediationStream;

If the 'inValue' in the input stream holds a value, this function converts it into the corresponding double value and directs it to the output stream, OutMediationStream. For example, parseDouble("123") returns 123.0.

parseFloat (Function)¶

This function returns the float value of the received string.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<FLOAT> math:parseFloat(<STRING> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that should be converted into a float value.		STRING	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue string); 
from InValueStream 
select math:parseFloat(inValue) as output 
insert into OutMediationStream;

The function converts the input value given in 'inValue',into its corresponding float value and directs the result into the output stream, OutMediationStream. For example, parseFloat("123") returns 123.0.

parseInt (Function)¶

This function returns the integer value of the received string.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<INT> math:parseInt(<STRING> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that should be converted to an integer.		STRING	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue string); 
from InValueStream 
select math:parseInt(inValue) as output 
insert into OutMediationStream;

The function converts the 'inValue' into its corresponding integer value and directs the output to the output stream, OutMediationStream. For example, parseInt("123") returns 123.

parseLong (Function)¶

This function returns the long value of the string received.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<LONG> math:parseLong(<STRING> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that should be converted to a long value.		STRING	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue string); 
from InValueStream 
select math:parseLong(inValue) as output 
insert into OutMediationStream;

The function converts the 'inValue' to its corresponding long value and directs the result to the output stream, OutMediationStream. For example, parseLong("123") returns 123.

pi (Function)¶

This function returns the java.lang.Math.PI constant, which is the closest value to pi, i.e., the ratio of the circumference of a circle to its diameter.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:pi()

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:pi() as piValue 
insert into OutMediationStream;

pi() always returns 3.141592653589793.

power (Function)¶

This function raises the given value to a given power.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:power(<INT|LONG|FLOAT|DOUBLE> value, <INT|LONG|FLOAT|DOUBLE> to.power)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
value	The value that should be raised to the power of 'to.power' input parameter.		INT LONG FLOAT DOUBLE	No	Yes
to.power	The power to which the 'value' input parameter should be raised.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue1 double, inValue2 double); 
from InValueStream 
select math:power(inValue1,inValue2) as powerValue 
insert into OutMediationStream;

This function raises the 'inValue1' to the power of 'inValue2' and directs the output to the output stream, 'OutMediationStream. For example, (5.6d, 3.0d) returns 175.61599999999996.

rand (Function)¶

This returns a stream of pseudo-random numbers when a sequence of calls are sent to the rand(). Optionally, it is possible to define a seed, i.e., rand(seed) using which the pseudo-random numbers are generated. These functions internally use the java.util.Random class.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:rand()
<DOUBLE> math:rand(<INT|LONG> seed)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
seed	An optional seed value that will be used to generate the random number sequence.	defaultSeed	INT LONG	Yes	Yes

Examples EXAMPLE 1

define stream InValueStream (symbol string, price long, volume long); 
from InValueStream select symbol, math:rand() as randNumber 
select math:oct(inValue) as octValue 
insert into OutMediationStream;

In the example given above, a random double value between 0 and 1 will be generated using math:rand().

round (Function)¶

This function returns the value of the input argument rounded off to the closest integer/long value.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<INT|LONG> math:round(<FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that should be rounded off to the closest integer/long value.		FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:round(inValue) as roundValue 
insert into OutMediationStream;

The function rounds off 'inValue1' to the closest int/long value and directs the output to the output stream, 'OutMediationStream'. For example, round(3252.353) returns 3252.

signum (Function)¶

This returns +1, 0, or -1 for the given positive, zero and negative values respectively. This function wraps the java.lang.Math.signum() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<INT> math:signum(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that should be checked to be positive, negative or zero.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:signum(inValue) as sign 
insert into OutMediationStream;

The function evaluates the 'inValue' given to be positive, negative or zero and directs the result to the output stream, 'OutMediationStream'. For example, signum(-6.32d) returns -1.

sin (Function)¶

This returns the sine of the value given in radians. This function wraps the java.lang.Math.sin() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:sin(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose sine value should be found. Input is required to be in radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:sin(inValue) as sinValue 
insert into OutMediationStream;

The function calculates the sine value of the given 'inValue' and directs the output to the output stream, 'OutMediationStream. For example, sin(6d) returns -0.27941549819892586.

sinh (Function)¶

This returns the hyperbolic sine of the value given in radians. This function wraps the java.lang.Math.sinh() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:sinh(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose hyperbolic sine value should be found. Input is required to be in radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:sinh(inValue) as sinhValue 
insert into OutMediationStream;

This function calculates the hyperbolic sine value of 'inValue' and directs the output to the output stream, 'OutMediationStream'. For example, sinh(6d) returns 201.71315737027922.

sqrt (Function)¶

This function returns the square-root of the given value. It wraps the java.lang.Math.sqrt()s function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:sqrt(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose square-root value should be found.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:sqrt(inValue) as sqrtValue 
insert into OutMediationStream;

The function calculates the square-root value of the 'inValue' and directs the output to the output stream, 'OutMediationStream'. For example, sqrt(4d) returns 2.

tan (Function)¶

This function returns the tan of the given value in radians. It wraps the java.lang.Math.tan() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:tan(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose tan value should be found. Input is required to be in radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:tan(inValue) as tanValue 
insert into OutMediationStream;

This function calculates the tan value of the 'inValue' given and directs the output to the output stream, 'OutMediationStream'. For example, tan(6d) returns -0.29100619138474915.

tanh (Function)¶

This function returns the hyperbolic tangent of the value given in radians. It wraps the java.lang.Math.tanh() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:tanh(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value of the parameter whose hyperbolic tangent value should be found. Input is required to be in radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:tanh(inValue) as tanhValue 
insert into OutMediationStream;

If the 'inVaue' in the input stream is given, this function calculates the hyperbolic tangent value of the same and directs the output to 'OutMediationStream' stream. For example, tanh(6d) returns 0.9999877116507956.

toDegrees (Function)¶

This function converts the value given in radians to degrees. It wraps the java.lang.Math.toDegrees() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:toDegrees(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The input value in radians that should be converted to degrees.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:toDegrees(inValue) as degreesValue 
insert into OutMediationStream;

The function converts the 'inValue' in the input stream from radians to degrees and directs the output to 'OutMediationStream' output stream. For example, toDegrees(6d) returns 343.77467707849394.

toRadians (Function)¶

This function converts the value given in degrees to radians. It wraps the java.lang.Math.toRadians() function.

Origin: siddhi-execution-math:5.0.5.SNAPSHOT

Syntax

<DOUBLE> math:toRadians(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The input value in degrees that should be converted to radians.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

define stream InValueStream (inValue double); 
from InValueStream 
select math:toRadians(inValue) as radiansValue 
insert into OutMediationStream;

This function converts the input, from degrees to radians and directs the result to 'OutMediationStream' output stream. For example, toRadians(6d) returns 0.10471975511965977.

Rdbms¶

cud (Stream Processor)¶

This function performs SQL CUD (INSERT, UPDATE, DELETE) queries on data sources.
Note: This function to work data sources should be set at the Siddhi Manager level.

Origin: siddhi-store-rdbms:7.0.6.SNAPSHOT

Syntax

rdbms:cud(<STRING> datasource.name, <STRING> query)
rdbms:cud(<STRING> datasource.name, <STRING> query, <STRING|BOOL|INT|DOUBLE|FLOAT|LONG> parameter)
rdbms:cud(<STRING> datasource.name, <STRING> query, <STRING|BOOL|INT|DOUBLE|FLOAT|LONG> parameter, <STRING|BOOL|INT|DOUBLE|FLOAT|LONG> ...)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
datasource.name	The name of the datasource for which the query should be performed. If Siddhi is used as a Java/Python library the datasource should be explicitly set in the siddhi manager in order for the function to work.	STRING	No	No
query	The update, delete, or insert query(formatted according to the relevant database type) that needs to be performed.	STRING	No	Yes
parameter	If the second parameter is a parametrised SQL query, then siddhi attributes can be passed to set the values of the parameters	STRING BOOL INT DOUBLE FLOAT LONG	Yes	Yes

System Parameters

Name	Description	Default Value	Possible Parameters
perform.CUD.operations	If this parameter is set to 'true', the RDBMS CUD function is enabled to perform CUD operations.	false	true false

Extra Return Attributes

Name	Description	Possible Types
numRecords	The number of records manipulated by the query.	INT

Examples EXAMPLE 1

from TriggerStream#rdbms:cud("SAMPLE_DB", "UPDATE Customers_Table SET customerName='abc' where customerName='xyz'") 
select numRecords 
insert into  RecordStream;

This query updates the events from the input stream named 'TriggerStream' with an additional attribute named 'numRecords', of which the value indicates the number of records manipulated. The updated events are inserted into an output stream named 'RecordStream'.

EXAMPLE 2

from TriggerStream#rdbms:cud("SAMPLE_DB", "UPDATE Customers_Table SET customerName=? where customerName=?", changedName, previousName) 
select numRecords 
insert into  RecordStream;

This query updates the events from the input stream named 'TriggerStream' with an additional attribute named 'numRecords', of which the value indicates the number of records manipulated. The updated events are inserted into an output stream named 'RecordStream'. Here the values of attributes changedName and previousName in the event will be set to the query.

query (Stream Processor)¶

This function performs SQL retrieval queries on data sources.
Note: This function to work data sources should be set at the Siddhi Manager level.

Origin: siddhi-store-rdbms:7.0.6.SNAPSHOT

Syntax

rdbms:query(<STRING> datasource.name, <STRING> attribute.definition.list, <STRING> query)
rdbms:query(<STRING> datasource.name, <STRING> attribute.definition.list, <STRING> query, <STRING|BOOL|INT|DOUBLE|FLOAT|LONG> parameter)
rdbms:query(<STRING> datasource.name, <STRING> attribute.definition.list, <STRING> query, <STRING|BOOL|INT|DOUBLE|FLOAT|LONG> parameter, <STRING|BOOL|INT|DOUBLE|FLOAT|LONG> ...)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
datasource.name	The name of the datasource for which the query should be performed. If Siddhi is used as a Java/Python library the datasource should be explicitly set in the siddhi manager in order for the function to work.	STRING	No	No
attribute.definition.list	This is provided as a comma-separated list in the '<AttributeName AttributeType>' format. The SQL query is expected to return the attributes in the given order. e.g., If one attribute is defined here, the SQL query should return one column result set. If more than one column is returned, then the first column is processed. The Siddhi data types supported are 'STRING', 'INT', 'LONG', 'DOUBLE', 'FLOAT', and 'BOOL'. Mapping of the Siddhi data type to the database data type can be done as follows, Siddhi Datatype -> Datasource Datatype `STRING` -> `CHAR`,`VARCHAR`,`LONGVARCHAR` `INT` -> `INTEGER` `LONG` -> `BIGINT` `DOUBLE`-> `DOUBLE` `FLOAT` -> `REAL` `BOOL` -> `BIT`	STRING	No	No
query	The select query(formatted according to the relevant database type) that needs to be performed	STRING	No	Yes
parameter	If the second parameter is a parametrised SQL query, then siddhi attributes can be passed to set the values of the parameters	STRING BOOL INT DOUBLE FLOAT LONG	Yes	Yes

Extra Return Attributes

Name	Description	Possible Types
attributeName	The return attributes will be the ones defined in the parameter`attribute.definition.list`.	STRING INT LONG DOUBLE FLOAT BOOL

Examples EXAMPLE 1

from TriggerStream#rdbms:query('SAMPLE_DB', 'creditcardno string, country string, transaction string, amount int', 'select * from Transactions_Table') 
select creditcardno, country, transaction, amount 
insert into recordStream;

Events inserted into recordStream includes all records matched for the query i.e an event will be generated for each record retrieved from the datasource. The event will include as additional attributes, the attributes defined in the attribute.definition.list(creditcardno, country, transaction, amount).

EXAMPLE 2

from TriggerStream#rdbms:query('SAMPLE_DB', 'creditcardno string, country string,transaction string, amount int', 'select * from where country=?', countrySearchWord) select creditcardno, country, transaction, amount 
insert into recordStream;

Events inserted into recordStream includes all records matched for the query i.e an event will be generated for each record retrieved from the datasource. The event will include as additional attributes, the attributes defined in the attribute.definition.list(creditcardno, country, transaction, amount). countrySearchWord value from the event will be set in the query when querying the datasource.

Regex¶

find (Function)¶

Finds the subsequence that matches the given regex pattern.

Origin: siddhi-execution-regex:5.0.6.SNAPSHOT

Syntax

<BOOL> regex:find(<STRING> regex, <STRING> input.sequence)
<BOOL> regex:find(<STRING> regex, <STRING> input.sequence, <INT> starting.index)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
regex	A regular expression that is matched to a sequence in order to find the subsequence of the same. For example, `\d\d(.*)WSO2`.		STRING	No	Yes
input.sequence	The input sequence to be matched with the regular expression. For example, `21 products are produced by WSO2`.		STRING	No	Yes
starting.index	The starting index of the input sequence from where the input sequence ismatched with the given regex pattern.For example, `10`.	0	INT	Yes	Yes

Examples EXAMPLE 1

regex:find('\d\d(.*)WSO2', '21 products are produced by WSO2 currently')

This method attempts to find the subsequence of the input.sequence that matches the regex pattern, \d\d(.)WSO2. It returns true as a subsequence exists.

EXAMPLE 2
regex:find('\d\d(.*)WSO2', '21 products are produced by WSO2.', 4)

This method attempts to find the subsequence of the input.sequence that matches the regex pattern, \d\d(.)WSO2 starting from index 4. It returns 'false' as subsequence does not exists.

group (Function)¶

Returns the subsequence captured by the given group during the regex match operation.

Origin: siddhi-execution-regex:5.0.6.SNAPSHOT

Syntax

<STRING> regex:group(<STRING> regex, <STRING> input.sequence, <INT> group.id)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
regex	A regular expression. For example, `\d\d(.*)WSO2.`	STRING	No	Yes
input.sequence	The input sequence to be matched with the regular expression. For example, 2`1 products are produced by WSO2`.	STRING	No	Yes
group.id	The given group id of the regex expression. For example, `2`.	INT	No	Yes

Examples EXAMPLE 1

regex:group('\d\d(.*)(WSO2.*)(WSO2.*)', '21 products are produced within 10 years by WSO2 currently by WSO2 employees', 3)

Function returns 'WSO2 employees', the subsequence captured by the groupID 3 according to the regex pattern, \d\d(.)(WSO2.)(WSO2.*).

lookingAt (Function)¶

Matches the input.sequence from the beginning against the regex pattern, and unlike regex:matches() it does not require that the entire input.sequence be matched.

Origin: siddhi-execution-regex:5.0.6.SNAPSHOT

Syntax

<BOOL> regex:lookingAt(<STRING> regex, <STRING> input.sequence)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
regex	A regular expression. For example, `\d\d(.*)WSO2`.		STRING	No	Yes
input.sequence	The input sequence to be matched with the regular expression. For example, `21 products are produced by WSO2`.		STRING	No	Yes

Examples EXAMPLE 1

regex:lookingAt('\d\d(.*)(WSO2.*)', '21 products are produced by WSO2 currently in Sri Lanka')

Function matches the input.sequence against the regex pattern, \d\d(.)(WSO2.) from the beginning, and as it matches it returns true.

EXAMPLE 2

regex:lookingAt('WSO2(.*)middleware(.*)', 'sample test string and WSO2 is situated in trace and it's a middleware company')

Function matches the input.sequence against the regex pattern, WSO2(.)middleware(.) from the beginning, and as it does not match it returns false.

matches (Function)¶

Matches the entire input.sequence against the regex pattern.

Origin: siddhi-execution-regex:5.0.6.SNAPSHOT

Syntax

<BOOL> regex:matches(<STRING> regex, <STRING> input.sequence)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
regex	A regular expression. For example, `\d\d(.*)WSO2`.		STRING	No	Yes
input.sequence	The input sequence to be matched with the regular expression. For example, `21 products are produced by WSO2`.		STRING	No	Yes

Examples EXAMPLE 1

regex:matches('WSO2(.*)middleware(.*)', 'WSO2 is situated in trace and its a middleware company')

Function matches the entire input.sequence against WSO2(.)middleware(.) regex pattern, and as it matches it returns true.

EXAMPLE 2

regex:matches('WSO2(.*)middleware', 'WSO2 is situated in trace and its a middleware company')

Function matches the entire input.sequence against WSO2(.*)middleware regex pattern. As it does not match it returns false.

Reorder¶

akslack (Stream Processor)¶

Stream processor performs reordering of out-of-order events optimized for a givenparameter using AQ-K-Slack algorithm. This is best for reordering events on attributes those are used for aggregations.data .

Origin: siddhi-execution-reorder:5.0.4.SNAPSHOT

Syntax

reorder:akslack(<LONG> timestamp, <INT|FLOAT|LONG|DOUBLE> correlation.field)
reorder:akslack(<LONG> timestamp, <INT|FLOAT|LONG|DOUBLE> correlation.field, <LONG> batch.size)
reorder:akslack(<LONG> timestamp, <INT|FLOAT|LONG|DOUBLE> correlation.field, <LONG> batch.size, <LONG> timeout)
reorder:akslack(<LONG> timestamp, <INT|FLOAT|LONG|DOUBLE> correlation.field, <LONG> batch.size, <LONG> timeout, <LONG> max.k)
reorder:akslack(<LONG> timestamp, <INT|FLOAT|LONG|DOUBLE> correlation.field, <LONG> batch.size, <LONG> timeout, <LONG> max.k, <BOOL> discard.late.arrival)
reorder:akslack(<LONG> timestamp, <INT|FLOAT|LONG|DOUBLE> correlation.field, <LONG> batch.size, <LONG> timeout, <LONG> max.k, <BOOL> discard.late.arrival, <DOUBLE> error.threshold, <DOUBLE> confidence.level)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
timestamp	The event timestamp on which the events should be ordered.		LONG	No	Yes
correlation.field	By monitoring the changes in this field Alpha K-Slack dynamically optimises its behavior. This field is used to calculate the runtime window coverage threshold, which represents the upper limit set for unsuccessfully handled late arrivals.		INT FLOAT LONG DOUBLE	No	Yes
batch.size	The parameter 'batch.size' denotes the number of events that should be considered in the calculation of an alpha value. This should be greater than or equal to 15.	`10,000`	LONG	Yes	No
timeout	A timeout value in milliseconds, where the buffered events who are older than the given timeout period get flushed every second.	`-1` (timeout is infinite)	LONG	Yes	No
max.k	The maximum K-Slack window threshold ('K' parameter).	`9,223,372,036,854,775,807` (The maximum Long value)	LONG	Yes	No
discard.late.arrival	If set to `true` the processor would discarded the out-of-order events arriving later than the K-Slack window, and in otherwise it allows the late arrivals to proceed.	false	BOOL	Yes	No
error.threshold	The error threshold to be applied in Alpha K-Slack algorithm.	`0.03` (3%)	DOUBLE	Yes	No
confidence.level	The confidence level to be applied in Alpha K-Slack algorithm.	`0.95` (95%)	DOUBLE	Yes	No

Examples EXAMPLE 1

define stream StockStream (eventTime long, symbol string, volume long);

@info(name = 'query1')
from StockStream#reorder:akslack(eventTime, volume, 20)#window.time(5 min)
select eventTime, symbol, sum(volume) as total
insert into OutputStream;

The query reorders events based on the 'eventTime' attribute value and optimises for aggregating 'volume' attribute considering last 20 events.

kslack (Stream Processor)¶

Stream processor performs reordering of out-of-order events using K-Slack algorithm.

Origin: siddhi-execution-reorder:5.0.4.SNAPSHOT

Syntax

reorder:kslack(<LONG> timestamp)
reorder:kslack(<LONG> timestamp, <LONG> timeout)
reorder:kslack(<LONG> timestamp, <BOOL> discard.late.arrival)
reorder:kslack(<LONG> timestamp, <LONG> timeout, <LONG> max.k)
reorder:kslack(<LONG> timestamp, <LONG> timeout, <BOOL> discard.late.arrival)
reorder:kslack(<LONG> timestamp, <LONG> timeout, <LONG> max.k, <BOOL> discard.late.arrival)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
timestamp	The event timestamp on which the events should be ordered.		LONG	No	Yes
timeout	A timeout value in milliseconds, where the buffered events who are older than the given timeout period get flushed every second.	`-1` (timeout is infinite)	LONG	Yes	No
max.k	The maximum K-Slack window threshold ('K' parameter).	`9,223,372,036,854,775,807` (The maximum Long value)	LONG	Yes	No
discard.late.arrival	If set to `true` the processor would discarded the out-of-order events arriving later than the K-Slack window, and in otherwise it allows the late arrivals to proceed.	false	BOOL	Yes	No

Examples EXAMPLE 1

define stream StockStream (eventTime long, symbol string, volume long);

@info(name = 'query1')
from StockStream#reorder:kslack(eventTime, 5000L)
select eventTime, symbol, volume
insert into OutputStream;

The query reorders events based on the 'eventTime' attribute value, and it forcefully flushes all the events who have arrived older than the given 'timeout' value (5000 milliseconds) every second.

Script¶

javascript (Script)¶

This extension allows you to include JavaScript functions within the Siddhi Query Language.

Origin: siddhi-script-js:5.0.4.SNAPSHOT

Syntax

define function <FunctionName>[javascript] return <type> {
    // Script code
};

Examples EXAMPLE 1

define function concatJ[JavaScript] return string {"  var str1 = data[0];
 var str2 = data[1];
 var str3 = data[2];
 var res = str1.concat(str2,str3);
 return res;
};

This JS function will consume 3 var variables, concatenate them and will return as a string

Sink¶

email (Sink)¶

The email sink uses the 'smtp' server to publish events via emails. The events can be published in 'text', 'xml' or 'json' formats. The user can define email sink parameters in either the '<SP_HOME>/conf/<PROFILE>/deployment yaml' file or in the stream definition. The email sink first checks the stream definition for parameters, and if they are no configured there, it checks the 'deployment.yaml' file. If the parameters are not configured in either place, default values are considered for optional parameters. If you need to configure server system parameters that are not provided as options in the stream definition, then those parameters need to be defined them in the 'deployment.yaml' file under 'email sink properties'.

For more information about the SMTP server parameters, see https://javaee.github.io/javamail/SMTP-Transport.

Further, some email accounts are required to enable the 'access to less secure apps' option. For gmail accounts, you can enable this option via https://myaccount.google.com/lesssecureapps.

Origin: siddhi-io-email:2.0.6.SNAPSHOT

Syntax

@sink(type="email", username="<STRING>", address="<STRING>", password="<STRING>", host="<STRING>", port="<INT>", ssl.enable="<BOOL>", auth="<BOOL>", content.type="<STRING>", subject="<STRING>", to="<STRING>", cc="<STRING>", bcc="<STRING>", attachments="<STRING>", connection.pool.size="<INT>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
username	The username of the email account that is used to send emails. e.g., 'abc' is the username of the 'abc@gmail.com' account.		STRING	No	No
address	The address of the email account that is used to send emails.		STRING	No	No
password	The password of the email account.		STRING	No	No
host	The host name of the SMTP server. e.g., 'smtp.gmail.com' is a host name for a gmail account. The default value 'smtp.gmail.com' is only valid if the email account is a gmail account.	smtp.gmail.com	STRING	Yes	No
port	The port that is used to create the connection.	'465' the default value is only valid is SSL is enabled.	INT	Yes	No
ssl.enable	This parameter specifies whether the connection should be established via a secure connection or not. The value can be either 'true' or 'false'. If it is 'true', then the connection is establish via the 493 port which is a secure connection.	true	BOOL	Yes	No
auth	This parameter specifies whether to use the 'AUTH' command when authenticating or not. If the parameter is set to 'true', an attempt is made to authenticate the user using the 'AUTH' command.	true	BOOL	Yes	No
content.type	The content type can be either 'text/plain' or 'text/html'.	text/plain	STRING	Yes	No
subject	The subject of the mail to be send.		STRING	No	Yes
to	The address of the 'to' recipient. If there are more than one 'to' recipients, then all the required addresses can be given as a comma-separated list.		STRING	No	Yes
cc	The address of the 'cc' recipient. If there are more than one 'cc' recipients, then all the required addresses can be given as a comma-separated list.	None	STRING	Yes	No
bcc	The address of the 'bcc' recipient. If there are more than one 'bcc' recipients, then all the required addresses can be given as a comma-separated list.	None	STRING	Yes	No
attachments	File paths of the files that need to be attached to the email. These paths should be absolute paths. They can be either directories or files . If the path is to a directory, all the files located at the first level (i.e., not within another sub directory) are attached.	None	STRING	Yes	Yes
connection.pool.size	Number of concurrent Email client connections.	1	INT	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
mail.smtp.ssl.trust	If this parameter is se, and a socket factory has not been specified, it enables the use of a MailSSLSocketFactory. If this parameter is set to "", all the hosts are trusted. If it is set to a whitespace-separated list of hosts, only those specified hosts are trusted. If not, the hosts trusted depends on the certificate presented by the server.		String
mail.smtp.connectiontimeout	The socket connection timeout value in milliseconds.	infinite timeout	Any Integer
mail.smtp.timeout	The socket I/O timeout value in milliseconds.	infinite timeout	Any Integer
mail.smtp.from	The email address to use for the SMTP MAIL command. This sets the envelope return address.	Defaults to msg.getFrom() or InternetAddress.getLocalAddress().	Any valid email address
mail.smtp.localport	The local port number to bind to when creating the SMTP socket.	Defaults to the port number picked by the Socket class.	Any Integer
mail.smtp.ehlo	If this parameter is set to 'false', you must not attempt to sign in with the EHLO command.	true	true or false
mail.smtp.auth.login.disable	If this is set to 'true', it is not allowed to use the 'AUTH LOGIN' command.	false	true or false
mail.smtp.auth.plain.disable	If this parameter is set to 'true', it is not allowed to use the 'AUTH PLAIN' command.	false	true or false
mail.smtp.auth.digest-md5.disable	If this parameter is set to 'true', it is not allowed to use the 'AUTH DIGEST-MD5' command.	false	true or false
mail.smtp.auth.ntlm.disable	If this parameter is set to 'true', it is not allowed to use the 'AUTH NTLM' command	false	true or false
mail.smtp.auth.ntlm.domain	The NTLM authentication domain.	None	The valid NTLM authentication domain name.
mail.smtp.auth.ntlm.flags	NTLM protocol-specific flags. For more details, see http://curl.haxx.se/rfc/ntlm.html#theNtlmFlags.	None	Valid NTLM protocol-specific flags.
mail.smtp.dsn.notify	The NOTIFY option to the RCPT command.	None	Either 'NEVER', or a combination of 'SUCCESS', 'FAILURE', and 'DELAY' (separated by commas).
mail.smtp.dsn.ret	The 'RET' option to the 'MAIL' command.	None	Either 'FULL' or 'HDRS'.
mail.smtp.sendpartial	If this parameter is set to 'true' and a message is addressed to both valid and invalid addresses, the message is sent with a log that reports the partial failure with a 'SendFailedException' error. If this parameter is set to 'false' (which is default), the message is not sent to any of the recipients when the recipient lists contain one or more invalid addresses.	false	true or false
mail.smtp.sasl.enable	If this parameter is set to 'true', the system attempts to use the 'javax.security.sasl' package to choose an authentication mechanism for the login.	false	true or false
mail.smtp.sasl.mechanisms	Enter a space or a comma-separated list of SASL mechanism names that the system shouldt try to use.	None
mail.smtp.sasl.authorizationid	The authorization ID to be used in the SASL authentication. If no value is specified, the authentication ID (i.e., username) is used.	username	Valid ID
mail.smtp.sasl.realm	The realm to be used with the 'DIGEST-MD5' authentication.	None
mail.smtp.quitwait	If this parameter is set to 'false', the 'QUIT' command is issued and the connection is immediately closed. If this parameter is set to 'true' (which is default), the transport waits for the response to the QUIT command.	false	true or false
mail.smtp.reportsuccess	If this parameter is set to 'true', the transport to includes an 'SMTPAddressSucceededException' for each address to which the message is successfully delivered.	false	true or false
mail.smtp.socketFactory	If this parameter is set to a class that implements the 'javax.net.SocketFactory' interface, this class is used to create SMTP sockets.	None	Socket Factory
mail.smtp.socketFactory.class	If this parameter is set, it specifies the name of a class that implements the 'javax.net.SocketFactory interface'. This class is used to create SMTP sockets.	None
mail.smtp.socketFactory.fallback	If this parameter is set to 'true', the failure to create a socket using the specified socket factory class causes the socket to be created using the 'java.net.Socket' class.	true	true or false
mail.smtp.socketFactory.port	This specifies the port to connect to when using the specified socket factory.	25	Valid port number
mail.smtp.ssl.protocols	This specifies the SSL protocols that need to be enabled for the SSL connections.	None	This parameter specifies a whitespace separated list of tokens that are acceptable to the 'javax.net.ssl.SSLSocket.setEnabledProtocols' method.
mail.smtp.starttls.enable	If this parameter is set to 'true', it is possible to issue the 'STARTTLS' command (if supported by the server) to switch the connection to a TLS-protected connection before issuing any login commands.	false	true or false
mail.smtp.starttls.required	If this parameter is set to 'true', it is required to use the 'STARTTLS' command. If the server does not support the 'STARTTLS' command, or if the command fails, the connection method will fail.	false	true or false
mail.smtp.socks.host	This specifies the host name of a SOCKS5 proxy server to be used for the connections to the mail server.	None
mail.smtp.socks.port	This specifies the port number for the SOCKS5 proxy server. This needs to be used only if the proxy server is not using the standard port number 1080.	1080	valid port number
mail.smtp.auth.ntlm.disable	If this parameter is set to 'true', the AUTH NTLM command cannot be issued.	false	true or false
mail.smtp.mailextension	The extension string to be appended to the MAIL command.	None
mail.smtp.userset	If this parameter is set to 'true', you should use the 'RSET' command instead of the 'NOOP' command in the 'isConnected' method. In some scenarios, 'sendmail' responds slowly after many 'NOOP' commands. This is avoided by using 'RSET' instead.	false	true or false

Examples EXAMPLE 1

@sink(type='email', @map(type ='json'), username='sender.account', address='sender.account@gmail.com',password='account.password',subject='Alerts from Wso2 Stream Processor',to='{{email}}',)define stream FooStream (email string, loginId int, name string);

This example illustrates how to publish events via an email sink based on the values provided for the mandatory parameters. As shown in the example, it publishes events from the 'FooStream' in 'json' format as emails to the specified 'to' recipients via the email sink. The email is sent from the 'sender.account@gmail.com' email address via a secure connection.

EXAMPLE 2

@sink(type='email', @map(type ='json'), subject='Alerts from Wso2 Stream Processor',to='{{email}}',)define stream FooStream (email string, loginId int, name string);

This example illustrates how to configure the query parameters and the system parameters in the 'deployment.yaml' file.
Corresponding parameters need to be configured under 'email', and namespace:'sink' as follows:
  siddhi: extensions:
      - extension:
          name:'email'
          namespace:'sink'
          properties:
            username: <sender's email username>
            address: <sender's email address>
            password: <sender's email password>

As shown in the example, events from the FooStream are published in 'json' format via the email sink as emails to the given 'to' recipients. The email is sent from the 'sender.account@gmail.com' address via a secure connection.

EXAMPLE 3

@sink(type='email', @map(type ='json'), username='sender.account', address='sender.account@gmail.com',password='account.password',host='smtp.gmail.com',port='465',ssl.enable='true',auth='true',content.type='text/html',subject='Alerts from Wso2 Stream Processor-{{name}}',to='to1.account@gmail.com, to2.account@gmail.com',cc='cc1.account@gmail.com, cc2.account@gmail.com',bcc='bcc1.account@gmail.com)define stream FooStream (name string, age int, country string);

This example illustrates how to publish events via the email sink. Events from the 'FooStream' stream are published in 'xml' format via the email sink as a text/html message and sent to the specified 'to', 'cc', and 'bcc' recipients via a secure connection. The 'name' namespace in the 'subject' attribute is the value of the 'name' parameter in the corresponding output event.

EXAMPLE 4

@sink(type='email', @map(type ='json'), username='sender.account', address='sender.account@gmail.com',password='account.password',host='smtp.gmail.com',port='465',ssl.enable='true',auth='true',content.type='text/html',subject='Alerts from Wso2 Stream Processor-{{name}}',to='to1.account@gmail.com, to2.account@gmail.com',cc='cc1.account@gmail.com, cc2.account@gmail.com',bcc='bcc1.account@gmail.comattachments= '{{attachments}}')define stream FooStream (name string, age int, country string, attachments string);

This example illustrates how to publish events via the email sink. Here, the email also contains attachments.
Events from the FooStream are published in 'xml' format via the email sink as a 'text/html' message to the specified 'to','cc', and 'bcc' recipients via a secure connection. The 'name' namespace in the 'subject' attribute is the value for the 'name' parameter in the corresponding output event.
The attachments included in the email message are the local files available in the path specified as the value for the 'attachments' attribute.

file (Sink)¶

File Sink can be used to publish (write) event data which is processed within siddhi to files.
Siddhi-io-file sink provides support to write both textual and binary data into files

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

@sink(type="file", file.uri="<STRING>", append="<BOOL>", add.line.separator="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
file.uri	Used to specify the file for data to be written.		STRING	No	Yes
append	This parameter is used to specify whether the data should be append to the file or not. If append = 'true', data will be write at the end of the file without changing the existing content. If file does not exist, a new fill will be crated and then data will be written. If append append = 'false', If given file exists, existing content will be deleted and then data will be written back to the file. If given file does not exist, a new file will be created and then data will be written on it.	true	BOOL	Yes	No
add.line.separator	This parameter is used to specify whether events added to the file should be separated by a newline. If add.event.separator= 'true',then a newline will be added after data is added to the file.	true. (However, if csv mapper is used, it is false)	BOOL	Yes	No

Examples EXAMPLE 1

@sink(type='file', @map(type='json'), append='false', file.uri='/abc/{{symbol}}.txt') define stream BarStream (symbol string, price float, volume long);

Under above configuration, for each event, a file will be generated if there's no such a file,and then data will be written to that file as json messagesoutput will looks like below.
{
    "event":{
        "symbol":"WSO2",
        "price":55.6,
        "volume":100
    }
}

grpc (Sink)¶

gRPC sink publishes event data encoded into GRPC Classes as defined in the user input jar. This extension has a default gRPC service classes added. The default service is called EventService. This grpc sink is used for scenarios where we send a request and don't expect a response back(getting a google.protobuf.Empty response back). Please find the default protobuf definition here. Please find the custom protobuf definition that uses in examples here.

Origin: siddhi-io-grpc:1.0.9.SNAPSHOT

Syntax

@sink(type="grpc", publisher.url="<STRING>", headers="<STRING>", idle.timeout="<LONG>", keep.alive.time="<LONG>", keep.alive.timeout="<LONG>", keep.alive.without.calls="<BOOL>", enable.retry="<BOOL>", max.retry.attempts="<INT>", retry.buffer.size="<LONG>", per.rpc.buffer.size="<LONG>", channel.termination.waiting.time="<LONG>", truststore.file="<STRING>", truststore.password="<STRING>", truststore.algorithm="<STRING>", tls.store.type="<STRING>", keystore.file="<STRING>", keystore.password="<STRING>", keystore.algorithm="<STRING>", enable.ssl="<BOOL>", mutual.auth.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
publisher.url	The url to which the outgoing events should be published via this extension. This url should consist the host hostPort, port, fully qualified service name, method name in the following format. `grpc://0.0.0.0:9763/<serviceName>/<methodName>` For example: grpc://0.0.0.0:9763/org.wso2.grpc.EventService/consume		STRING	No	No
headers	GRPC Request headers in format `"'<key>:<value>','<key>:<value>'"`. If header parameter is not provided just the payload is sent	-	STRING	Yes	No
idle.timeout	Set the duration in seconds without ongoing RPCs before going to idle mode.	1800	LONG	Yes	No
keep.alive.time	Sets the time in seconds without read activity before sending a keepalive ping. Keepalives can increase the load on services so must be used with caution. By default set to Long.MAX_VALUE which disables keep alive pinging.	Long.MAX_VALUE	LONG	Yes	No
keep.alive.timeout	Sets the time in seconds waiting for read activity after sending a keepalive ping.	20	LONG	Yes	No
keep.alive.without.calls	Sets whether keepalive will be performed when there are no outstanding RPC on a connection.	false	BOOL	Yes	No
enable.retry	Enables the retry mechanism provided by the gRPC library.	false	BOOL	Yes	No
max.retry.attempts	Sets max number of retry attempts. The total number of retry attempts for each RPC will not exceed this number even if service config may allow a higher number.	5	INT	Yes	No
retry.buffer.size	Sets the retry buffer size in bytes. If the buffer limit is exceeded, no RPC could retry at the moment, and in hedging case all hedges but one of the same RPC will cancel.	16777216	LONG	Yes	No
per.rpc.buffer.size	Sets the per RPC buffer limit in bytes used for retry. The RPC is not retriable if its buffer limit is exceeded.	1048576	LONG	Yes	No
channel.termination.waiting.time	The time in seconds to wait for the channel to become terminated, giving up if the timeout is reached.	5	LONG	Yes	No
truststore.file	the file path of truststore. If this is provided then server authentication is enabled	-	STRING	Yes	No
truststore.password	the password of truststore. If this is provided then the integrity of the keystore is checked	-	STRING	Yes	No
truststore.algorithm	the encryption algorithm to be used for server authentication	-	STRING	Yes	No
tls.store.type	TLS store type	-	STRING	Yes	No
keystore.file	the file path of keystore. If this is provided then client authentication is enabled	-	STRING	Yes	No
keystore.password	the password of keystore	-	STRING	Yes	No
keystore.algorithm	the encryption algorithm to be used for client authentication	-	STRING	Yes	No
enable.ssl	to enable ssl. If set to true and truststore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No
mutual.auth.enabled	to enable mutual authentication. If set to true and truststore.file or keystore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No

Examples EXAMPLE 1

@sink(type='grpc',
      publisher.url = 'grpc://134.23.43.35:8080/org.wso2.grpc.EventService/consume',
      @map(type='json'))
define stream FooStream (message String);

Here a stream named FooStream is defined with grpc sink. A grpc server should be running at 194.23.98.100 listening to port 8080. sink.id is set to 1 here. So we can write a source with sink.id 1 so that it will listen to responses for requests published from this stream. Note that since we are using EventService/consume the sink will be operating in default mode

EXAMPLE 2

@sink(type='grpc',
      publisher.url = 'grpc://134.23.43.35:8080/org.wso2.grpc.EventService/consume',
      headers='{{headers}}',
      @map(type='json'),
           @payload('{{message}}'))
define stream FooStream (message String, headers String);

A similar example to above but with headers. Headers are also send into the stream as a data. In the sink headers dynamic property reads the value and sends it as MetaData with the request

EXAMPLE 3

@sink(type='grpc',
      publisher.url = 'grpc://134.23.43.35:8080/org.wso2.grpc.MyService/send',
      @map(type='protobuf'),
define stream FooStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

Here a stream named FooStream is defined with grpc sink. A grpc server should be running at 134.23.43.35 listening to port 8080 since there is no mapper provided, attributes of stream definition should be as same as the attributes of protobuf message definition.

EXAMPLE 4

@sink(type='grpc',
      publisher.url = 'grpc://134.23.43.35:8080/org.wso2.grpc.MyService/testMap',
      @map(type='protobuf'),
define stream FooStream (stringValue string, intValue int,map object);

Here a stream named FooStream is defined with grpc sink. A grpc server should be running at 134.23.43.35 listening to port 8080. The 'map object' in the stream definition defines that this stream is going to use Map object with grpc service. We can use any map object that extends 'java.util.AbstractMap' class.

EXAMPLE 5

@sink(type='grpc',
      publisher.url = 'grpc://134.23.43.35:8080/org.wso2.grpc.MyService/testMap',
      @map(type='protobuf', 
@payload(stringValue='a',longValue='b',intValue='c',booleanValue='d',floatValue = 'e', doubleValue = 'f'))) 
define stream FooStream (a string, b long, c int,d bool,e float,f double);

Here a stream named FooStream is defined with grpc sink. A grpc server should be running at 194.23.98.100 listening to port 8080. @payload is provided in this stream, therefore we can use any name for the attributes in the stream definition, but we should correctly map those names with protobuf message attributes. If we are planning to send metadata within a stream we should use @payload to map attributes to identify the metadata attribute and the protobuf attributes separately.

EXAMPLE 6

@sink(type='grpc',
      publisher.url = 'grpc://194.23.98.100:8888/org.wso2.grpc.test.StreamService/clientStream',
      @map(type='protobuf')) 
define stream FooStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

Here in the grpc sink, we are sending a stream of requests to the server that runs on 194.23.98.100 and port 8888. When we need to send a stream of requests from the grpc sink we have to define a client stream RPC method.Then the siddhi will identify whether it's a unary method or a stream method and send requests according to the method type.

grpc-call (Sink)¶

grpc-call sink publishes event data encoded into GRPC Classes as defined in the user input jar. This extension has a default gRPC service classes jar added. The default service is called EventService. This grpc-call sink is used for scenarios where we send a request out and expect a response back. In default mode this will use EventService process method. grpc-call-response source is used to receive the responses. A unique sink.id is used to correlate between the sink and its corresponding source.Please find the default protobuf definition here.Please find the custom protobuf definition that uses in examples here.

Origin: siddhi-io-grpc:1.0.9.SNAPSHOT

Syntax

@sink(type="grpc-call", publisher.url="<STRING>", sink.id="<INT>", headers="<STRING>", idle.timeout="<LONG>", keep.alive.time="<LONG>", keep.alive.timeout="<LONG>", keep.alive.without.calls="<BOOL>", enable.retry="<BOOL>", max.retry.attempts="<INT>", retry.buffer.size="<LONG>", per.rpc.buffer.size="<LONG>", channel.termination.waiting.time="<LONG>", max.inbound.message.size="<LONG>", max.inbound.metadata.size="<LONG>", truststore.file="<STRING>", truststore.password="<STRING>", truststore.algorithm="<STRING>", tls.store.type="<STRING>", keystore.file="<STRING>", keystore.password="<STRING>", keystore.algorithm="<STRING>", enable.ssl="<BOOL>", mutual.auth.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
publisher.url	The url to which the outgoing events should be published via this extension. This url should consist the host hostPort, port, fully qualified service name, method name in the following format. `grpc://0.0.0.0:9763/<serviceName>/<methodName>` For example: grpc://0.0.0.0:9763/org.wso2.grpc.EventService/consume		STRING	No	No
sink.id	a unique ID that should be set for each grpc-call-sink. There is a 1:1 mapping between grpc-call sinks and grpc-call-response sources. Each sink has one particular source listening to the responses to requests published from that sink. So the same sink.id should be given when writing the source also.		INT	No	No
headers	GRPC Request headers in format `"'<key>:<value>','<key>:<value>'"`. If header parameter is not provided just the payload is sent	-	STRING	Yes	No
idle.timeout	Set the duration in seconds without ongoing RPCs before going to idle mode.	1800	LONG	Yes	No
keep.alive.time	Sets the time in seconds without read activity before sending a keepalive ping. Keepalives can increase the load on services so must be used with caution. By default set to Long.MAX_VALUE which disables keep alive pinging.	Long.MAX_VALUE	LONG	Yes	No
keep.alive.timeout	Sets the time in seconds waiting for read activity after sending a keepalive ping.	20	LONG	Yes	No
keep.alive.without.calls	Sets whether keepalive will be performed when there are no outstanding RPC on a connection.	false	BOOL	Yes	No
enable.retry	Enables the retry and hedging mechanism provided by the gRPC library.	false	BOOL	Yes	No
max.retry.attempts	Sets max number of retry attempts. The total number of retry attempts for each RPC will not exceed this number even if service config may allow a higher number.	5	INT	Yes	No
retry.buffer.size	Sets the retry buffer size in bytes. If the buffer limit is exceeded, no RPC could retry at the moment, and in hedging case all hedges but one of the same RPC will cancel.	16777216	LONG	Yes	No
per.rpc.buffer.size	Sets the per RPC buffer limit in bytes used for retry. The RPC is not retriable if its buffer limit is exceeded.	1048576	LONG	Yes	No
channel.termination.waiting.time	The time in seconds to wait for the channel to become terminated, giving up if the timeout is reached.	5	LONG	Yes	No
max.inbound.message.size	Sets the maximum message size allowed to be received on the channel in bytes	4194304	LONG	Yes	No
max.inbound.metadata.size	Sets the maximum size of metadata allowed to be received in bytes	8192	LONG	Yes	No
truststore.file	the file path of truststore. If this is provided then server authentication is enabled	-	STRING	Yes	No
truststore.password	the password of truststore. If this is provided then the integrity of the keystore is checked	-	STRING	Yes	No
truststore.algorithm	the encryption algorithm to be used for server authentication	-	STRING	Yes	No
tls.store.type	TLS store type	-	STRING	Yes	No
keystore.file	the file path of keystore. If this is provided then client authentication is enabled	-	STRING	Yes	No
keystore.password	the password of keystore	-	STRING	Yes	No
keystore.algorithm	the encryption algorithm to be used for client authentication	-	STRING	Yes	No
enable.ssl	to enable ssl. If set to true and truststore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No
mutual.auth.enabled	to enable mutual authentication. If set to true and truststore.file or keystore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No

Examples EXAMPLE 1

@sink(type='grpc-call',
      publisher.url = 'grpc://194.23.98.100:8080/EventService/process',
      sink.id= '1', @map(type='json'))
define stream FooStream (message String);
@source(type='grpc-call-response', sink.id= '1')
define stream BarStream (message String);

Here a stream named FooStream is defined with grpc sink. A grpc server should be running at 194.23.98.100 listening to port 8080. sink.id is set to 1 here. So we can write a source with sink.id 1 so that it will listen to responses for requests published from this stream. Note that since we are using EventService/process the sink will be operating in default mode

EXAMPLE 2

@sink(type='grpc-call',
      publisher.url = 'grpc://194.23.98.100:8080/EventService/process',
      sink.id= '1', @map(type='json'))
define stream FooStream (message String);

@source(type='grpc-call-response', sink.id= '1')
define stream BarStream (message String);

Here with the same FooStream definition we have added a BarStream which has a grpc-call-response source with the same sink.id 1. So the responses for calls sent from the FooStream will be added to BarStream.

EXAMPLE 3

@sink(type='grpc-call',
      publisher.url = 'grpc://194.23.98.100:8888/org.wso2.grpc.test.MyService/process',
      sink.id= '1', @map(type='protobuf'))
define stream FooStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

@source(type='grpc-call-response', receiver.url = 'grpc://localhost:8888/org.wso2.grpc.MyService/process', sink.id= '1', 
@map(type='protobuf'))define stream FooStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

Here a stream named FooStream is defined with grpc sink. A grpc server should be running at 194.23.98.100 listening to port 8080. We have added another stream called BarStream which is a grpc-call-response source with the same sink.id 1 and as same as FooStream definition. So the responses for calls sent from the FooStream will be added to BarStream. Since there is no mapping available in the stream definition attributes names should be as same as the attributes of the protobuf message definition. (Here the only reason we provide receiver.url in the grpc-call-response source is for protobuf mapper to map Response into a siddhi event, we can give any address and any port number in the URL, but we should provide the service name and the method name correctly)

EXAMPLE 4

@sink(type='grpc-call',
      publisher.url = 'grpc://194.23.98.100:8888/org.wso2.grpc.test.MyService/process',
      sink.id= '1', @map(type='protobuf', 
@payload(stringValue='a',longValue='c',intValue='b',booleanValue='d',floatValue = 'e', doubleValue = 'f')))define stream FooStream (a string, b int,c long,d bool,e float,f double);

@source(type='grpc-call-response', receiver.url = 'grpc://localhost:8888/org.wso2.grpc.test.MyService/process', sink.id= '1', 
@map(type='protobuf',@attributes(a = 'stringValue', b = 'intValue', c = 'longValue',d = 'booleanValue', e ='floatValue', f ='doubleValue')))define stream FooStream (a string, b int,c long,d bool,e float,f double);

Here with the same FooStream definition we have added a BarStream which has a grpc-call-response source with the same sink.id 1. So the responses for calls sent from the FooStream will be added to BarStream. In this stream we provided mapping for both the sink and the source. so we can use any name for the attributes in the stream definition, but we have to map those attributes with correct protobuf attributes. As same as the grpc-sink, if we are planning to use metadata we should map the attributes.

grpc-service-response (Sink)¶

This extension is used to send responses back to a gRPC client after receiving requests through grpc-service source. This correlates with the particular source using a unique source.id

Origin: siddhi-io-grpc:1.0.9.SNAPSHOT

Syntax

@sink(type="grpc-service-response", source.id="<INT>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
source.id	A unique id to identify the correct source to which this sink is mapped. There is a 1:1 mapping between source and sink		INT	No	No

Examples EXAMPLE 1

@sink(type='grpc-service-response',
      source.id='1',
      @map(type='json'))
define stream BarStream (messageId String, message String);

@source(type='grpc-service',
        url='grpc://134.23.43.35:8080/org.wso2.grpc.EventService/process',
        source.id='1',
        @map(type='json',
             @attributes(messageId='trp:messageId', message='message')))
define stream FooStream (messageId String, message String);
from FooStream
select * 
insert into BarStream;

The grpc requests are received through the grpc-service sink. Each received event is sent back through grpc-service-source. This is just a passthrough through Siddhi as we are selecting everything from FooStream and inserting into BarStream.

http (Sink)¶

HTTP sink publishes messages via HTTP or HTTPS protocols using methods such as POST, GET, PUT, and DELETE on formats text, XML and JSON. It can also publish to endpoints protected by basic authentication or OAuth 2.0.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@sink(type="http", publisher.url="<STRING>", basic.auth.username="<STRING>", basic.auth.password="<STRING>", https.truststore.file="<STRING>", https.truststore.password="<STRING>", oauth.username="<STRING>", oauth.password="<STRING>", consumer.key="<STRING>", consumer.secret="<STRING>", token.url="<STRING>", refresh.token="<STRING>", headers="<STRING>", method="<STRING>", socket.idle.timeout="<INT>", chunk.disabled="<BOOL>", ssl.protocol="<STRING>", ssl.verification.disabled="<BOOL>", tls.store.type="<STRING>", ssl.configurations="<STRING>", proxy.host="<STRING>", proxy.port="<STRING>", proxy.username="<STRING>", proxy.password="<STRING>", client.bootstrap.configurations="<STRING>", max.pool.active.connections="<INT>", min.pool.idle.connections="<INT>", max.pool.idle.connections="<INT>", min.evictable.idle.time="<STRING>", time.between.eviction.runs="<STRING>", max.wait.time="<STRING>", test.on.borrow="<BOOL>", test.while.idle="<BOOL>", exhausted.action="<INT>", hostname.verification.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
publisher.url	The URL to which the outgoing events should be published. Examples: `http://localhost:8080/endpoint`, `https://localhost:8080/endpoint`		STRING	No	No
basic.auth.username	The username to be included in the authentication header when calling endpoints protected by basic authentication. `basic.auth.password` property should be also set when using this property.	-	STRING	Yes	No
basic.auth.password	The password to be included in the authentication header when calling endpoints protected by basic authentication. `basic.auth.username` property should be also set when using this property.	-	STRING	Yes	No
https.truststore.file	The file path of the client truststore when sending messages through `https` protocol.	`${carbon.home}/resources/security/client-truststore.jks`	STRING	Yes	No
https.truststore.password	The password for the client-truststore.	wso2carbon	STRING	Yes	No
oauth.username	The username to be included in the authentication header when calling endpoints protected by OAuth 2.0. `oauth.password` property should be also set when using this property.	-	STRING	Yes	No
oauth.password	The password to be included in the authentication header when calling endpoints protected by OAuth 2.0. `oauth.username` property should be also set when using this property.	-	STRING	Yes	No
consumer.key	Consumer key used for calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
consumer.secret	Consumer secret used for calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
token.url	Token URL to generate a new access tokens when calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
refresh.token	Refresh token used for generating new access tokens when calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
headers	HTTP request headers in format `"'<key>:<value>','<key>:<value>'"`. When `Content-Type` header is not provided the system derives the Content-Type based on the provided sink mapper as following: - `@map(type='xml')`: `application/xml` - `@map(type='json')`: `application/json` - `@map(type='text')`: `plain/text` - `@map(type='keyvalue')`: `application/x-www-form-urlencoded` - For all other cases system defaults to `plain/text` Also the `Content-Length` header need not to be provided, as the system automatically defines it by calculating the size of the payload.	Content-Type and Content-Length headers	STRING	Yes	No
method	The HTTP method used for calling the endpoint.	POST	STRING	Yes	No
socket.idle.timeout	Socket timeout in millis.	6000	INT	Yes	No
chunk.disabled	Disable chunked transfer encoding.	false	BOOL	Yes	No
ssl.protocol	SSL/TLS protocol.	TLS	STRING	Yes	No
ssl.verification.disabled	Disable SSL verification.	false	BOOL	Yes	No
tls.store.type	TLS store type.	JKS	STRING	Yes	No
ssl.configurations	SSL/TSL configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported parameters: - SSL/TLS protocols: `'sslEnabledProtocols:TLSv1.1,TLSv1.2'` - List of ciphers: `'ciphers:TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256'` - Enable session creation: `'client.enable.session.creation:true'` - Supported server names: `'server.suported.server.names:server'` - Add HTTP SNIMatcher: `'server.supported.snimatchers:SNIMatcher'`	-	STRING	Yes	No
proxy.host	Proxy server host	-	STRING	Yes	No
proxy.port	Proxy server port	-	STRING	Yes	No
proxy.username	Proxy server username	-	STRING	Yes	No
proxy.password	Proxy server password	-	STRING	Yes	No
client.bootstrap.configurations	Client bootstrap configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Client connect timeout in millis: `'client.bootstrap.connect.timeout:15000'` - Client socket timeout in seconds: `'client.bootstrap.socket.timeout:15'` - Client socket reuse: `'client.bootstrap.socket.reuse:true'` - Enable TCP no delay: `'client.bootstrap.nodelay:true'` - Enable client keep alive: `'client.bootstrap.keepalive:true'` - Send buffer size: `'client.bootstrap.sendbuffersize:1048576'` - Receive buffer size: `'client.bootstrap.recievebuffersize:1048576'`	-	STRING	Yes	No
max.pool.active.connections	Maximum possible number of active connection per client pool.	-1	INT	Yes	No
min.pool.idle.connections	Minimum number of idle connections that can exist per client pool.	0	INT	Yes	No
max.pool.idle.connections	Maximum number of idle connections that can exist per client pool.	100	INT	Yes	No
min.evictable.idle.time	Minimum time (in millis) a connection may sit idle in the client pool before it become eligible for eviction.	300000	STRING	Yes	No
time.between.eviction.runs	Time between two eviction operations (in millis) on the client pool.	30000	STRING	Yes	No
max.wait.time	The maximum time (in millis) the pool will wait (when there are no available connections) for a connection to be returned to the pool.	60000	STRING	Yes	No
test.on.borrow	Enable connections to be validated before being borrowed from the client pool.	true	BOOL	Yes	No
test.while.idle	Enable connections to be validated during the eviction operation (if any).	true	BOOL	Yes	No
exhausted.action	Action that should be taken when the maximum number of active connections are being used. This action should be indicated as an int and possible action values are following. 0 - Fail the request. 1 - Block the request, until a connection returns to the pool. 2 - Grow the connection pool size.	1 (Block when exhausted)	INT	Yes	No
hostname.verification.enabled	Enable hostname verification.	true	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
clientBootstrapClientGroupSize	Number of client threads to perform non-blocking read and write to one or more channels.	(Number of available processors) * 2	Any positive integer
clientBootstrapBossGroupSize	Number of boss threads to accept incoming connections.	Number of available processors	Any positive integer
clientBootstrapWorkerGroupSize	Number of worker threads to accept the connections from boss threads and perform non-blocking read and write from one or more channels.	(Number of available processors) * 2	Any positive integer
trustStoreLocation	The default truststore file path.	`${carbon.home}/resources/security/client-truststore.jks`	Path to client truststore `.jks` file
trustStorePassword	The default truststore password.	wso2carbon	Truststore password as string

Examples EXAMPLE 1

@sink(type = 'http', publisher.url = 'http://stocks.com/stocks',
      @map(type = 'json'))
define stream StockStream (symbol string, price float, volume long);

Events arriving on the StockStream will be published to the HTTP endpoint http://stocks.com/stocks using POST method with Content-Type application/json by converting those events to the default JSON format as following:

{
  "event": {
    "symbol": "FB",
    "price": 24.5,
    "volume": 5000
  }
}

EXAMPLE 2

@sink(type='http', publisher.url = 'http://localhost:8009/foo',
      client.bootstrap.configurations = "'client.bootstrap.socket.timeout:20'",
      max.pool.active.connections = '1', headers = "{{headers}}",
      @map(type='xml', @payload("""<stock>
{{payloadBody}}
</stock>""")))
define stream FooStream (payloadBody String, headers string);

Events arriving on FooStream will be published to the HTTP endpoint http://localhost:8009/foo using POST method with Content-Type application/xml and setting payloadBody and header attribute values.
If the payloadBody contains

<symbol>WSO2</symbol>
<price>55.6</price>
<volume>100</volume>

and header contains 'topic:foobar' values, then the system will generate an output with the body:

<stock>
<symbol>WSO2</symbol>
<price>55.6</price>
<volume>100</volume>
</stock>

and HTTP headers:
Content-Length:xxx,
Content-Location:'xxx',
Content-Type:'application/xml',
HTTP_METHOD:'POST'

http-call (Sink)¶

The http-call sink publishes messages to endpoints via HTTP or HTTPS protocols using methods such as POST, GET, PUT, and DELETE on formats text, XML or JSON and consume responses through its corresponding http-call-response source. It also supports calling endpoints protected with basic authentication or OAuth 2.0.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@sink(type="http-call", publisher.url="<STRING>", sink.id="<STRING>", basic.auth.username="<STRING>", basic.auth.password="<STRING>", https.truststore.file="<STRING>", https.truststore.password="<STRING>", oauth.username="<STRING>", oauth.password="<STRING>", consumer.key="<STRING>", consumer.secret="<STRING>", token.url="<STRING>", refresh.token="<STRING>", headers="<STRING>", method="<STRING>", downloading.enabled="<BOOL>", download.path="<STRING>", blocking.io="<BOOL>", socket.idle.timeout="<INT>", chunk.disabled="<BOOL>", ssl.protocol="<STRING>", ssl.verification.disabled="<BOOL>", ssl.configurations="<STRING>", proxy.host="<STRING>", proxy.port="<STRING>", proxy.username="<STRING>", proxy.password="<STRING>", client.bootstrap.configurations="<STRING>", max.pool.active.connections="<INT>", min.pool.idle.connections="<INT>", max.pool.idle.connections="<INT>", min.evictable.idle.time="<STRING>", time.between.eviction.runs="<STRING>", max.wait.time="<STRING>", test.on.borrow="<BOOL>", test.while.idle="<BOOL>", exhausted.action="<INT>", hostname.verification.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
publisher.url	The URL which should be called. Examples: `http://localhost:8080/endpoint`, `https://localhost:8080/endpoint`		STRING	No	No
sink.id	Identifier to correlate the http-call sink to its corresponding http-call-response sources to retrieved the responses.		STRING	No	No
basic.auth.username	The username to be included in the authentication header when calling endpoints protected by basic authentication. `basic.auth.password` property should be also set when using this property.	-	STRING	Yes	No
basic.auth.password	The password to be included in the authentication header when calling endpoints protected by basic authentication. `basic.auth.username` property should be also set when using this property.	-	STRING	Yes	No
https.truststore.file	The file path of the client truststore when sending messages through `https` protocol.	`${carbon.home}/resources/security/client-truststore.jks`	STRING	Yes	No
https.truststore.password	The password for the client-truststore.	wso2carbon	STRING	Yes	No
oauth.username	The username to be included in the authentication header when calling endpoints protected by OAuth 2.0. `oauth.password` property should be also set when using this property.	-	STRING	Yes	No
oauth.password	The password to be included in the authentication header when calling endpoints protected by OAuth 2.0. `oauth.username` property should be also set when using this property.	-	STRING	Yes	No
consumer.key	Consumer key used for calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
consumer.secret	Consumer secret used for calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
token.url	Token URL to generate a new access tokens when calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
refresh.token	Refresh token used for generating new access tokens when calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
headers	HTTP request headers in format `"'<key>:<value>','<key>:<value>'"`. When the `Content-Type` header is not provided the system decides the Content-Type based on the provided sink mapper as following: - `@map(type='xml')`: `application/xml` - `@map(type='json')`: `application/json` - `@map(type='text')`: `plain/text` - `@map(type='keyvalue')`: `application/x-www-form-urlencoded` - For all other cases system defaults to `plain/text` Also the `Content-Length` header need not to be provided, as the system automatically defines it by calculating the size of the payload.	Content-Type and Content-Length headers	STRING	Yes	No
method	The HTTP method used for calling the endpoint.	POST	STRING	Yes	No
downloading.enabled	Enable response received by the http-call-response source to be written to a file. When this is enabled the `download.path` property should be also set.	false	BOOL	Yes	No
download.path	The absolute file path along with the file name where the downloads should be saved.	-	STRING	Yes	Yes
blocking.io	Blocks the request thread until a response it received from HTTP call-response source before sending any other request.	false	BOOL	Yes	No
socket.idle.timeout	Socket timeout in millis.	6000	INT	Yes	No
chunk.disabled	Disable chunked transfer encoding.	false	BOOL	Yes	No
ssl.protocol	SSL/TLS protocol.	TLS	STRING	Yes	No
ssl.verification.disabled	Disable SSL verification.	false	BOOL	Yes	No
ssl.configurations	SSL/TSL configurations. Expected format `"'<key>:<value>','<key>:<value>'"`. Some supported parameters: - SSL/TLS protocols: `'sslEnabledProtocols:TLSv1.1,TLSv1.2'` - List of ciphers: `'ciphers:TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256'` - Enable session creation: `'client.enable.session.creation:true'` - Supported server names: `'server.suported.server.names:server'` - Add HTTP SNIMatcher: `'server.supported.snimatchers:SNIMatcher'`	-	STRING	Yes	No
proxy.host	Proxy server host	-	STRING	Yes	No
proxy.port	Proxy server port	-	STRING	Yes	No
proxy.username	Proxy server username	-	STRING	Yes	No
proxy.password	Proxy server password	-	STRING	Yes	No
client.bootstrap.configurations	Client bootstrap configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Client connect timeout in millis: `'client.bootstrap.connect.timeout:15000'` - Client socket timeout in seconds: `'client.bootstrap.socket.timeout:15'` - Client socket reuse: `'client.bootstrap.socket.reuse:true'` - Enable TCP no delay: `'client.bootstrap.nodelay:true'` - Enable client keep alive: `'client.bootstrap.keepalive:true'` - Send buffer size: `'client.bootstrap.sendbuffersize:1048576'` - Receive buffer size: `'client.bootstrap.recievebuffersize:1048576'`	-	STRING	Yes	No
max.pool.active.connections	Maximum possible number of active connection per client pool.	-1	INT	Yes	No
min.pool.idle.connections	Minimum number of idle connections that can exist per client pool.	0	INT	Yes	No
max.pool.idle.connections	Maximum number of idle connections that can exist per client pool.	100	INT	Yes	No
min.evictable.idle.time	Minimum time (in millis) a connection may sit idle in the client pool before it become eligible for eviction.	300000	STRING	Yes	No
time.between.eviction.runs	Time between two eviction operations (in millis) on the client pool.	30000	STRING	Yes	No
max.wait.time	The maximum time (in millis) the pool will wait (when there are no available connections) for a connection to be returned to the pool.	60000	STRING	Yes	No
test.on.borrow	Enable connections to be validated before being borrowed from the client pool.	true	BOOL	Yes	No
test.while.idle	Enable connections to be validated during the eviction operation (if any).	true	BOOL	Yes	No
exhausted.action	Action that should be taken when the maximum number of active connections are being used. This action should be indicated as an int and possible action values are following. 0 - Fail the request. 1 - Block the request, until a connection returns to the pool. 2 - Grow the connection pool size.	1 (Block when exhausted)	INT	Yes	No
hostname.verification.enabled	Enable hostname verification	true	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
clientBootstrapClientGroupSize	Number of client threads to perform non-blocking read and write to one or more channels.	(Number of available processors) * 2	Any positive integer
clientBootstrapBossGroupSize	Number of boss threads to accept incoming connections.	Number of available processors	Any positive integer
clientBootstrapWorkerGroupSize	Number of worker threads to accept the connections from boss threads and perform non-blocking read and write from one or more channels.	(Number of available processors) * 2	Any positive integer
trustStoreLocation	The default truststore file path.	`${carbon.home}/resources/security/client-truststore.jks`	Path to client truststore `.jks` file
trustStorePassword	The default truststore password.	wso2carbon	Truststore password as string

Examples EXAMPLE 1

@sink(type='http-call', sink.id='foo',
      publisher.url='http://localhost:8009/foo',
      @map(type='xml', @payload('{{payloadBody}}')))
define stream FooStream (payloadBody string);

@source(type='http-call-response', sink.id='foo',
        @map(type='text', regex.A='((.|\n)*)',
             @attributes(headers='trp:headers', message='A[1]')))
define stream ResponseStream(message string, headers string);

When events arrive in FooStream, http-call sink makes calls to endpoint on url http://localhost:8009/foo with POST method and Content-Type application/xml.
If the event payloadBody attribute contains following XML:

<item>
    <name>apple</name>
    <price>55</price>
    <quantity>5</quantity>
</item>

the http-call sink maps that and sends it to the endpoint.
When endpoint sends a response it will be consumed by the corresponding http-call-response source correlated via the same sink.id foo and that will map the response message and send it via ResponseStream steam by assigning the message body as message attribute and response headers as headers attribute of the event.

EXAMPLE 2

@sink(type='http-call', publisher.url='http://localhost:8005/files/{{name}}'
      downloading.enabled='true', download.path='{{downloadPath}}{{name}}',
      method='GET', sink.id='download', @map(type='json'))
define stream DownloadRequestStream(name String, id int, downloadPath string);

@source(type='http-call-response', sink.id='download',
        http.status.code='2\\d+',
        @map(type='text', regex.A='((.|\n)*)',
             @attributes(name='trp:name', id='trp:id', file='A[1]')))
define stream ResponseStream2xx(name string, id string, file string);

@source(type='http-call-response', sink.id='download',
        http.status.code='4\\d+',
        @map(type='text', regex.A='((.|\n)*)', @attributes(errorMsg='A[1]')))
define stream ResponseStream4xx(errorMsg string);

When events arrive in DownloadRequestStream with name:foo.txt, id:75 and downloadPath:/user/download/ the http-call sink sends a GET request to the url http://localhost:8005/files/foo.txt to download the file to the given path /user/download/foo.txt and capture the response via its corresponding http-call-response source based on the response status code.
If the response status code is in the range of 200 the message will be received by the http-call-response source associated with the ResponseStream2xx stream which expects http.status.code with regex 2\d+ while downloading the file to the local file system on the path /user/download/foo.txt and mapping the response message having the absolute file path to event's file attribute.
If the response status code is in the range of 400 then the message will be received by the http-call-response source associated with the ResponseStream4xx stream which expects http.status.code with regex 4\d+ while mapping the error response to the errorMsg attribute of the event.

http-request (Sink)¶

Deprecated

(Use http-call sink instead).
The http-request sink publishes messages to endpoints via HTTP or HTTPS protocols using methods such as POST, GET, PUT, and DELETE on formats text, XML or JSON and consume responses through its corresponding http-response source. It also supports calling endpoints protected with basic authentication or OAuth 2.0.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@sink(type="http-request", publisher.url="<STRING>", sink.id="<STRING>", basic.auth.username="<STRING>", basic.auth.password="<STRING>", https.truststore.file="<STRING>", https.truststore.password="<STRING>", oauth.username="<STRING>", oauth.password="<STRING>", consumer.key="<STRING>", consumer.secret="<STRING>", token.url="<STRING>", refresh.token="<STRING>", headers="<STRING>", method="<STRING>", downloading.enabled="<BOOL>", download.path="<STRING>", blocking.io="<BOOL>", socket.idle.timeout="<INT>", chunk.disabled="<BOOL>", ssl.protocol="<STRING>", ssl.verification.disabled="<BOOL>", ssl.configurations="<STRING>", proxy.host="<STRING>", proxy.port="<STRING>", proxy.username="<STRING>", proxy.password="<STRING>", client.bootstrap.configurations="<STRING>", max.pool.active.connections="<INT>", min.pool.idle.connections="<INT>", max.pool.idle.connections="<INT>", min.evictable.idle.time="<STRING>", time.between.eviction.runs="<STRING>", max.wait.time="<STRING>", test.on.borrow="<BOOL>", test.while.idle="<BOOL>", exhausted.action="<INT>", hostname.verification.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
publisher.url	The URL which should be called. Examples: `http://localhost:8080/endpoint`, `https://localhost:8080/endpoint`		STRING	No	No
sink.id	Identifier to correlate the http-request sink to its corresponding http-response sources to retrieved the responses.		STRING	No	No
basic.auth.username	The username to be included in the authentication header when calling endpoints protected by basic authentication. `basic.auth.password` property should be also set when using this property.	-	STRING	Yes	No
basic.auth.password	The password to be included in the authentication header when calling endpoints protected by basic authentication. `basic.auth.username` property should be also set when using this property.	-	STRING	Yes	No
https.truststore.file	The file path of the client truststore when sending messages through `https` protocol.	`${carbon.home}/resources/security/client-truststore.jks`	STRING	Yes	No
https.truststore.password	The password for the client-truststore.	wso2carbon	STRING	Yes	No
oauth.username	The username to be included in the authentication header when calling endpoints protected by OAuth 2.0. `oauth.password` property should be also set when using this property.	-	STRING	Yes	No
oauth.password	The password to be included in the authentication header when calling endpoints protected by OAuth 2.0. `oauth.username` property should be also set when using this property.	-	STRING	Yes	No
consumer.key	Consumer key used for calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
consumer.secret	Consumer secret used for calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
token.url	Token URL to generate a new access tokens when calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
refresh.token	Refresh token used for generating new access tokens when calling endpoints protected by OAuth 2.0	-	STRING	Yes	No
headers	HTTP request headers in format `"'<key>:<value>','<key>:<value>'"`. When the `Content-Type` header is not provided the system decides the Content-Type based on the provided sink mapper as following: - `@map(type='xml')`: `application/xml` - `@map(type='json')`: `application/json` - `@map(type='text')`: `plain/text` - `@map(type='keyvalue')`: `application/x-www-form-urlencoded` - For all other cases system defaults to `plain/text` Also the `Content-Length` header need not to be provided, as the system automatically defines it by calculating the size of the payload.	Content-Type and Content-Length headers	STRING	Yes	No
method	The HTTP method used for calling the endpoint.	POST	STRING	Yes	No
downloading.enabled	Enable response received by the http-response source to be written to a file. When this is enabled the `download.path` property should be also set.	false	BOOL	Yes	No
download.path	The absolute file path along with the file name where the downloads should be saved.	-	STRING	Yes	Yes
blocking.io	Blocks the request thread until a response it received from HTTP call-response source before sending any other request.	false	BOOL	Yes	No
socket.idle.timeout	Socket timeout in millis.	6000	INT	Yes	No
chunk.disabled	Disable chunked transfer encoding.	false	BOOL	Yes	No
ssl.protocol	SSL/TLS protocol.	TLS	STRING	Yes	No
ssl.verification.disabled	Disable SSL verification.	false	BOOL	Yes	No
ssl.configurations	SSL/TSL configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported parameters: - SSL/TLS protocols: `'sslEnabledProtocols:TLSv1.1,TLSv1.2'` - List of ciphers: `'ciphers:TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256'` - Enable session creation: `'client.enable.session.creation:true'` - Supported server names: `'server.suported.server.names:server'` - Add HTTP SNIMatcher: `'server.supported.snimatchers:SNIMatcher'`	-	STRING	Yes	No
proxy.host	Proxy server host	-	STRING	Yes	No
proxy.port	Proxy server port	-	STRING	Yes	No
proxy.username	Proxy server username	-	STRING	Yes	No
proxy.password	Proxy server password	-	STRING	Yes	No
client.bootstrap.configurations	Client bootstrap configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Client connect timeout in millis: `'client.bootstrap.connect.timeout:15000'` - Client socket timeout in seconds: `'client.bootstrap.socket.timeout:15'` - Client socket reuse: `'client.bootstrap.socket.reuse:true'` - Enable TCP no delay: `'client.bootstrap.nodelay:true'` - Enable client keep alive: `'client.bootstrap.keepalive:true'` - Send buffer size: `'client.bootstrap.sendbuffersize:1048576'` - Receive buffer size: `'client.bootstrap.recievebuffersize:1048576'`	-	STRING	Yes	No
max.pool.active.connections	Maximum possible number of active connection per client pool.	-1	INT	Yes	No
min.pool.idle.connections	Minimum number of idle connections that can exist per client pool.	0	INT	Yes	No
max.pool.idle.connections	Maximum number of idle connections that can exist per client pool.	100	INT	Yes	No
min.evictable.idle.time	Minimum time (in millis) a connection may sit idle in the client pool before it become eligible for eviction.	300000	STRING	Yes	No
time.between.eviction.runs	Time between two eviction operations (in millis) on the client pool.	30000	STRING	Yes	No
max.wait.time	The maximum time (in millis) the pool will wait (when there are no available connections) for a connection to be returned to the pool.	60000	STRING	Yes	No
test.on.borrow	Enable connections to be validated before being borrowed from the client pool.	true	BOOL	Yes	No
test.while.idle	Enable connections to be validated during the eviction operation (if any).	true	BOOL	Yes	No
exhausted.action	Action that should be taken when the maximum number of active connections are being used. This action should be indicated as an int and possible action values are following. 0 - Fail the request. 1 - Block the request, until a connection returns to the pool. 2 - Grow the connection pool size.	1 (Block when exhausted)	INT	Yes	No
hostname.verification.enabled	Enable hostname verification	true	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
clientBootstrapClientGroupSize	Number of client threads to perform non-blocking read and write to one or more channels.	(Number of available processors) * 2	Any positive integer
clientBootstrapBossGroupSize	Number of boss threads to accept incoming connections.	Number of available processors	Any positive integer
clientBootstrapWorkerGroupSize	Number of worker threads to accept the connections from boss threads and perform non-blocking read and write from one or more channels.	(Number of available processors) * 2	Any positive integer
trustStoreLocation	The default truststore file path.	`${carbon.home}/resources/security/client-truststore.jks`	Path to client truststore `.jks` file
trustStorePassword	The default truststore password.	wso2carbon	Truststore password as string

Examples EXAMPLE 1

@sink(type='http-request', sink.id='foo',
      publisher.url='http://localhost:8009/foo',
      @map(type='xml', @payload('{{payloadBody}}')))
define stream FooStream (payloadBody string);

@source(type='http-response', sink.id='foo',
        @map(type='text', regex.A='((.|\n)*)',
             @attributes(headers='trp:headers', message='A[1]')))
define stream ResponseStream(message string, headers string);

When events arrive in FooStream, http-request sink makes calls to endpoint on url http://localhost:8009/foo with POST method and Content-Type application/xml.
If the event payloadBody attribute contains following XML:

<item>
    <name>apple</name>
    <price>55</price>
    <quantity>5</quantity>
</item>

the http-request sink maps that and sends it to the endpoint.
When endpoint sends a response it will be consumed by the corresponding http-response source correlated via the same sink.id foo and that will map the response message and send it via ResponseStream steam by assigning the message body as message attribute and response headers as headers attribute of the event.

EXAMPLE 2

@sink(type='http-request', publisher.url='http://localhost:8005/files/{{name}}'
      downloading.enabled='true', download.path='{{downloadPath}}{{name}}',
      method='GET', sink.id='download', @map(type='json'))
define stream DownloadRequestStream(name String, id int, downloadPath string);

@source(type='http-response', sink.id='download',
        http.status.code='2\\d+',
        @map(type='text', regex.A='((.|\n)*)',
             @attributes(name='trp:name', id='trp:id', file='A[1]')))
define stream ResponseStream2xx(name string, id string, file string);

@source(type='http-response', sink.id='download',
        http.status.code='4\\d+',
        @map(type='text', regex.A='((.|\n)*)', @attributes(errorMsg='A[1]')))
define stream ResponseStream4xx(errorMsg string);

When events arrive in DownloadRequestStream with name:foo.txt, id:75 and downloadPath:/user/download/ the http-request sink sends a GET request to the url http://localhost:8005/files/foo.txt to download the file to the given path /user/download/foo.txt and capture the response via its corresponding http-response source based on the response status code.
If the response status code is in the range of 200 the message will be received by the http-response source associated with the ResponseStream2xx stream which expects http.status.code with regex 2\d+ while downloading the file to the local file system on the path /user/download/foo.txt and mapping the response message having the absolute file path to event's file attribute.
If the response status code is in the range of 400 then the message will be received by the http-response source associated with the ResponseStream4xx stream which expects http.status.code with regex 4\d+ while mapping the error response to the errorMsg attribute of the event.

http-response (Sink)¶

Deprecated

(Use http-service-response sink instead).
The http-response sink send responses of the requests consumed by its corresponding http-request source, by mapping the response messages to formats such as text, XML and JSON.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@sink(type="http-response", source.id="<STRING>", message.id="<STRING>", headers="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
source.id	Identifier to correlate the http-response sink to its corresponding http-request source which consumed the request.		STRING	No	No
message.id	Identifier to correlate the response with the request received by http-request source.		STRING	No	Yes
headers	HTTP request headers in format `"'<key>:<value>','<key>:<value>'"`. When the `Content-Type` header is not provided the system decides the Content-Type based on the provided sink mapper as following: - `@map(type='xml')`: `application/xml` - `@map(type='json')`: `application/json` - `@map(type='text')`: `plain/text` - `@map(type='keyvalue')`: `application/x-www-form-urlencoded` - For all other cases system defaults to `plain/text` Also the `Content-Length` header need not to be provided, as the system automatically defines it by calculating the size of the payload.	Content-Type and Content-Length headers	STRING	Yes	No

Examples EXAMPLE 1

@source(type='http-request', receiver.url='http://localhost:5005/add',
        source.id='adder',
        @map(type='json, @attributes(messageId='trp:messageId',
                                     value1='$.event.value1',
                                     value2='$.event.value2')))
define stream AddStream (messageId string, value1 long, value2 long);

@sink(type='http-response', source.id='adder',
      message.id='{{messageId}}', @map(type = 'json'))
define stream ResultStream (messageId string, results long);

@info(name = 'query1')
from AddStream 
select messageId, value1 + value2 as results 
insert into ResultStream;

The http-request source on stream AddStream listens on url http://localhost:5005/stocks for JSON messages with format:

{
  "event": {
    "value1": 3,
    "value2": 4
  }
}

and when events arrive it maps to AddStream events and pass them to query query1 for processing. The query results produced on ResultStream are sent as a response via http-response sink with format:

{
  "event": {
    "results": 7
  }
}

Here the request and response are correlated by passing the messageId produced by the http-request to the respective http-response sink.

http-service-response (Sink)¶

The http-service-response sink send responses of the requests consumed by its corresponding http-service source, by mapping the response messages to formats such as text, XML and JSON.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@sink(type="http-service-response", source.id="<STRING>", message.id="<STRING>", headers="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
source.id	Identifier to correlate the http-service-response sink to its corresponding http-service source which consumed the request.		STRING	No	No
message.id	Identifier to correlate the response with the request received by http-service source.		STRING	No	Yes
headers	HTTP request headers in format `"'<key>:<value>','<key>:<value>'"`. When the `Content-Type` header is not provided the system decides the Content-Type based on the provided sink mapper as following: - `@map(type='xml')`: `application/xml` - `@map(type='json')`: `application/json` - `@map(type='text')`: `plain/text` - `@map(type='keyvalue')`: `application/x-www-form-urlencoded` - For all other cases system defaults to `plain/text` Also the `Content-Length` header need not to be provided, as the system automatically defines it by calculating the size of the payload.	Content-Type and Content-Length headers	STRING	Yes	No

Examples EXAMPLE 1

@source(type='http-service', receiver.url='http://localhost:5005/add',
        source.id='adder',
        @map(type='json, @attributes(messageId='trp:messageId',
                                     value1='$.event.value1',
                                     value2='$.event.value2')))
define stream AddStream (messageId string, value1 long, value2 long);

@sink(type='http-service-response', source.id='adder',
      message.id='{{messageId}}', @map(type = 'json'))
define stream ResultStream (messageId string, results long);

@info(name = 'query1')
from AddStream 
select messageId, value1 + value2 as results 
insert into ResultStream;

The http-service source on stream AddStream listens on url http://localhost:5005/stocks for JSON messages with format:

{
  "event": {
    "value1": 3,
    "value2": 4
  }
}

and when events arrive it maps to AddStream events and pass them to query query1 for processing. The query results produced on ResultStream are sent as a response via http-service-response sink with format:

{
  "event": {
    "results": 7
  }
}

Here the request and response are correlated by passing the messageId produced by the http-service to the respective http-service-response sink.

inMemory (Sink)¶

In-memory sink publishes events to In-memory sources that are subscribe to the same topic to which the sink publishes. This provides a way to connect multiple Siddhi Apps deployed under the same Siddhi Manager (JVM). Here both the publisher and subscriber should have the same event schema (stream definition) for successful data transfer.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

@sink(type="inMemory", topic="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
topic	Event are delivered to allthe subscribers subscribed on this topic.		STRING	No	No

Examples EXAMPLE 1

@sink(type='inMemory', topic='Stocks', @map(type='passThrough'))
define stream StocksStream (symbol string, price float, volume long);

Here the StocksStream uses inMemory sink to emit the Siddhi events to all the inMemory sources deployed in the same JVM and subscribed to the topic Stocks.

jms (Sink)¶

JMS Sink allows users to subscribe to a JMS broker and publish JMS messages.

Origin: siddhi-io-jms:2.0.4.SNAPSHOT

Syntax

@sink(type="jms", destination="<STRING>", connection.factory.jndi.name="<STRING>", factory.initial="<STRING>", provider.url="<STRING>", connection.factory.type="<STRING>", connection.username="<STRING>", connection.password="<STRING>", connection.factory.nature="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
destination	Queue/Topic name which JMS Source should subscribe to		STRING	No	Yes
connection.factory.jndi.name	JMS Connection Factory JNDI name. This value will be used for the JNDI lookup to find the JMS Connection Factory.	QueueConnectionFactory	STRING	Yes	No
factory.initial	Naming factory initial value		STRING	No	No
provider.url	Java naming provider URL. Property for specifying configuration information for the service provider to use. The value of the property should contain a URL string (e.g. "ldap://somehost:389")		STRING	No	No
connection.factory.type	Type of the connection connection factory. This can be either queue or topic.	queue	STRING	Yes	No
connection.username	username for the broker.	None	STRING	Yes	No
connection.password	Password for the broker	None	STRING	Yes	No
connection.factory.nature	Connection factory nature for the broker(cached/pooled).	default	STRING	Yes	No

Examples EXAMPLE 1

@sink(type='jms', @map(type='xml'), factory.initial='org.apache.activemq.jndi.ActiveMQInitialContextFactory', provider.url='vm://localhost',destination='DAS_JMS_OUTPUT_TEST', connection.factory.type='topic',connection.factory.jndi.name='TopicConnectionFactory')
define stream inputStream (name string, age int, country string);

This example shows how to publish to an ActiveMQ topic.

EXAMPLE 2

@sink(type='jms', @map(type='xml'), factory.initial='org.apache.activemq.jndi.ActiveMQInitialContextFactory', provider.url='vm://localhost',destination='DAS_JMS_OUTPUT_TEST')
define stream inputStream (name string, age int, country string);

This example shows how to publish to an ActiveMQ queue. Note that we are not providing properties like connection factory type

kafka (Sink)¶

A Kafka sink publishes events processed by WSO2 SP to a topic with a partition for a Kafka cluster. The events can be published in the TEXT XML JSON or Binary format.
If the topic is not already created in the Kafka cluster, the Kafka sink creates the default partition for the given topic. The publishing topic and partition can be a dynamic value taken from the Siddhi event.
To configure a sink to use the Kafka transport, the type parameter should have kafka as its value.

Origin: siddhi-io-kafka:5.0.8.SNAPSHOT

Syntax

@sink(type="kafka", bootstrap.servers="<STRING>", topic="<STRING>", partition.no="<INT>", sequence.id="<STRING>", key="<STRING>", is.binary.message="<BOOL>", optional.configuration="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
bootstrap.servers	This parameter specifies the list of Kafka servers to which the Kafka sink must publish events. This list should be provided as a set of comma separated values. e.g., `localhost:9092,localhost:9093`.		STRING	No	No
topic	The topic to which the Kafka sink needs to publish events. Only one topic must be specified.		STRING	No	No
partition.no	The partition number for the given topic. Only one partition ID can be defined. If no value is specified for this parameter, the Kafka sink publishes to the default partition of the topic (i.e., 0)	0	INT	Yes	No
sequence.id	A unique identifier to identify the messages published by this sink. This ID allows receivers to identify the sink that published a specific message.	null	STRING	Yes	No
key	The key contains the values that are used to maintain ordering in a Kafka partition.	null	STRING	Yes	No
is.binary.message	In order to send the binary events via kafka sink, this parameter is set to 'True'.	null	BOOL	No	No
optional.configuration	This parameter contains all the other possible configurations that the producer is created with. e.g., `producer.type:async,batch.size:200`	null	STRING	Yes	No

Examples EXAMPLE 1

@App:name('TestExecutionPlan') 
define stream FooStream (symbol string, price float, volume long); 
@info(name = 'query1') 
@sink(
type='kafka',
topic='topic_with_partitions',
partition.no='0',
bootstrap.servers='localhost:9092',
@map(type='xml'))
Define stream BarStream (symbol string, price float, volume long);
from FooStream select symbol, price, volume insert into BarStream;

This Kafka sink configuration publishes to 0^th partition of the topic named topic_with_partitions.

EXAMPLE 2

@App:name('TestExecutionPlan') 
define stream FooStream (symbol string, price float, volume long); 
@info(name = 'query1') 
@sink(
type='kafka',
topic='{{symbol}}',
partition.no='{{volume}}',
bootstrap.servers='localhost:9092',
@map(type='xml'))
Define stream BarStream (symbol string, price float, volume long); 
from FooStream select symbol, price, volume insert into BarStream;

This query publishes dynamic topic and partitions that are taken from the Siddhi event. The value for partition.no is taken from the volume attribute, and the topic value is taken from the symbol attribute.

kafkaMultiDC (Sink)¶

A Kafka sink publishes events processed by WSO2 SP to a topic with a partition for a Kafka cluster. The events can be published in the TEXT XML JSON or Binary format.
If the topic is not already created in the Kafka cluster, the Kafka sink creates the default partition for the given topic. The publishing topic and partition can be a dynamic value taken from the Siddhi event.
To configure a sink to publish events via the Kafka transport, and using two Kafka brokers to publish events to the same topic, the type parameter must have kafkaMultiDC as its value.

Origin: siddhi-io-kafka:5.0.8.SNAPSHOT

Syntax

@sink(type="kafkaMultiDC", bootstrap.servers="<STRING>", topic="<STRING>", sequence.id="<STRING>", key="<STRING>", partition.no="<INT>", is.binary.message="<BOOL>", optional.configuration="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
bootstrap.servers	This parameter specifies the list of Kafka servers to which the Kafka sink must publish events. This list should be provided as a set of comma -separated values. There must be at least two servers in this list. e.g., `localhost:9092,localhost:9093`.		STRING	No	No
topic	The topic to which the Kafka sink needs to publish events. Only one topic must be specified.		STRING	No	No
sequence.id	A unique identifier to identify the messages published by this sink. This ID allows receivers to identify the sink that published a specific message.	null	STRING	Yes	No
key	The key contains the values that are used to maintain ordering in a Kafka partition.	null	STRING	Yes	No
partition.no	The partition number for the given topic. Only one partition ID can be defined. If no value is specified for this parameter, the Kafka sink publishes to the default partition of the topic (i.e., 0)	0	INT	Yes	No
is.binary.message	In order to send the binary events via kafkaMultiDCSink, it is required to set this parameter to `true`.	null	BOOL	No	No
optional.configuration	This parameter contains all the other possible configurations that the producer is created with. e.g., `producer.type:async,batch.size:200`	null	STRING	Yes	No

Examples EXAMPLE 1

@App:name('TestExecutionPlan') 
define stream FooStream (symbol string, price float, volume long); 
@info(name = 'query1') 
@sink(type='kafkaMultiDC', topic='myTopic', partition.no='0',bootstrap.servers='host1:9092, host2:9092', @map(type='xml'))Define stream BarStream (symbol string, price float, volume long);
from FooStream select symbol, price, volume insert into BarStream;

This query publishes to the default (i.e., 0^th) partition of the brokers in two data centers

log (Sink)¶

This is a sink that can be used as a logger. This will log the output events in the output stream with user specified priority and a prefix

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

@sink(type="log", priority="<STRING>", prefix="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
priority	This will set the logger priority i.e log level. Accepted values are INFO, DEBUG, WARN, FATAL, ERROR, OFF, TRACE	INFO	STRING	Yes	No
prefix	This will be the prefix to the output message. If the output stream has event [2,4] and the prefix is given as "Hello" then the log will show "Hello : [2,4]"	default prefix will be :	STRING	Yes	No

Examples EXAMPLE 1

@sink(type='log', prefix='My Log', priority='DEBUG') 
define stream BarStream (symbol string, price float, volume long)

In this example BarStream uses log sink and the prefix is given as My Log. Also the priority is set to DEBUG.

EXAMPLE 2

@sink(type='log', priority='DEBUG') 
define stream BarStream (symbol string, price float, volume long)

In this example BarStream uses log sink and the priority is set to DEBUG. User has not specified prefix so the default prefix will be in the form <Siddhi App Name> : <Stream Name>

EXAMPLE 3

@sink(type='log', prefix='My Log') 
define stream BarStream (symbol string, price float, volume long)

In this example BarStream uses log sink and the prefix is given as My Log. User has not given a priority so it will be set to default INFO.

EXAMPLE 4

@sink(type='log') 
define stream BarStream (symbol string, price float, volume long)

In this example BarStream uses log sink. The user has not given prefix or priority so they will be set to their default values.

nats (Sink)¶

NATS Sink allows users to subscribe to a NATS broker and publish messages.

Origin: siddhi-io-nats:2.0.11.SNAPSHOT

Syntax

@sink(type="nats", destination="<STRING>", bootstrap.servers="<STRING>", client.id="<STRING>", cluster.id="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
destination	Subject name which NATS sink should publish to.		STRING	No	Yes
bootstrap.servers	The NATS based url of the NATS server.	nats://localhost:4222	STRING	Yes	No
client.id	The identifier of the client publishing/connecting to the NATS broker. Should be unique for each client connecting to the server/cluster.	None	STRING	Yes	No
cluster.id	The identifier of the NATS server/cluster.	test-cluster	STRING	Yes	No

Examples EXAMPLE 1

@sink(type='nats', @map(type='xml'), destination='SP_NATS_OUTPUT_TEST', bootstrap.servers='nats://localhost:4222',client.id='nats_client',server.id='test-cluster')
define stream outputStream (name string, age int, country string);

This example shows how to publish to a NATS subject with all supporting configurations. With the following configuration the sink identified as 'nats-client' will publish to a subject named as 'SP_NATS_OUTPUT_TEST' which resides in a nats instance with a cluster id of 'test-cluster', running in localhost and listening to the port 4222 for client connection.

EXAMPLE 2

@sink(type='nats', @map(type='xml'), destination='SP_NATS_OUTPUT_TEST')
define stream outputStream (name string, age int, country string);

This example shows how to publish to a NATS subject with mandatory configurations. With the following configuration the sink identified with an auto generated client id will publish to a subject named as 'SP_NATS_OUTPUT_TEST' which resides in a nats instance with a cluster id of 'test-cluster', running in localhost and listening to the port 4222 for client connection.

prometheus (Sink)¶

This sink publishes events processed by Siddhi into Prometheus metrics and exposes them to the Prometheus server at the specified URL. The created metrics can be published to Prometheus via 'server' or 'pushGateway', depending on your preference.
The metric types that are supported by the Prometheus sink are 'counter', 'gauge', 'histogram', and 'summary'. The values and labels of the Prometheus metrics can be updated through the events.

Origin: siddhi-io-prometheus:2.1.3.SNAPSHOT

Syntax

@sink(type="prometheus", job="<STRING>", publish.mode="<STRING>", push.url="<STRING>", server.url="<STRING>", metric.type="<STRING>", metric.help="<STRING>", metric.name="<STRING>", buckets="<STRING>", quantiles="<STRING>", quantile.error="<DOUBLE>", value.attribute="<STRING>", push.operation="<STRING>", grouping.key="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
job	This parameter specifies the job name of the metric. This must be the same job name that is defined in the Prometheus configuration file.	siddhiJob	STRING	Yes	No
publish.mode	The mode in which the metrics need to be exposed to the Prometheus server.The possible publishing modes are 'server' and 'pushgateway'.The server mode exposes the metrics through an HTTP server at the specified URL, and the 'pushGateway' mode pushes the metrics to the pushGateway that needs to be running at the specified URL.	server	STRING	Yes	No
push.url	This parameter specifies the target URL of the Prometheus pushGateway. This is the URL at which the pushGateway must be listening. This URL needs to be defined in the Prometheus configuration file as a target before it can be used here.	http://localhost:9091	STRING	Yes	No
server.url	This parameter specifies the URL where the HTTP server is initiated to expose metrics in the 'server' publish mode. This URL needs to be defined in the Prometheus configuration file as a target before it can be used here.	http://localhost:9080	STRING	Yes	No
metric.type	The type of Prometheus metric that needs to be created at the sink. The supported metric types are 'counter', 'gauge',c'histogram' and 'summary'.		STRING	No	No
metric.help	A brief description of the metric and its purpose.		STRING	Yes	No
metric.name	This parameter allows you to assign a preferred name for the metric. The metric name must match the regex format, i.e., [a-zA-Z_:][a-zA-Z0-9_:]*.		STRING	Yes	No
buckets	The bucket values preferred by the user for histogram metrics. The bucket values must be in the 'string' format with each bucket value separated by a comma as shown in the example below. "2,4,6,8"	null	STRING	Yes	No
quantiles	This parameter allows you to specify quantile values for summary metrics as preferred. The quantile values must be in the 'string' format with each quantile value separated by a comma as shown in the example below. "0.5,0.75,0.95"	null	STRING	Yes	No
quantile.error	The error tolerance value for calculating quantiles in summary metrics. This must be a positive value, but less than 1.	0.001	DOUBLE	Yes	No
value.attribute	The name of the attribute in the stream definition that specifies the metric value. The defined 'value' attribute must be included in the stream definition. The system increases the metric value for the counter and gauge metric types by the value of the 'value attribute. The system observes the value of the 'value' attribute for the calculations of 'summary' and 'histogram' metric types.	value	STRING	Yes	No
push.operation	This parameter defines the mode for pushing metrics to the pushGateway. The available push operations are 'push' and 'pushadd'. The operations differ according to the existing metrics in pushGateway where 'push' operation replaces the existing metrics, and 'pushadd' operation only updates the newly created metrics.	pushadd	STRING	Yes	No
grouping.key	This parameter specifies the grouping key of created metrics in key-value pairs. The grouping key is used only in pushGateway mode in order to distinguish the metrics from already existing metrics. The expected format of the grouping key is as follows: "'key1:value1','key2:value2'"		STRING	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
jobName	This property specifies the default job name for the metric. This job name must be the same as the job name defined in the Prometheus configuration file.	siddhiJob	Any string
publishMode	The default publish mode for the Prometheus sink for exposing metrics to the Prometheus server. The mode can be either 'server' or 'pushgateway'.	server	server or pushgateway
serverURL	This property configures the URL where the HTTP server is initiated to expose metrics. This URL needs to be defined in the Prometheus configuration file as a target to be identified by Prometheus before it can be used here. By default, the HTTP server is initiated at 'http://localhost:9080'.	http://localhost:9080	Any valid URL
pushURL	This property configures the target URL of the Prometheus pushGateway (where the pushGateway needs to listen). This URL needs to be defined in the Prometheus configuration file as a target to be identified by Prometheus before it can be used here.	http://localhost:9091	Any valid URL
groupingKey	This property configures the grouping key of created metrics in key-value pairs. Grouping key is used only in pushGateway mode in order to distinguish these metrics from already existing metrics under the same job. The expected format of the grouping key is as follows: "'key1:value1','key2:value2'" .	null	Any key value pairs in the supported format

Examples EXAMPLE 1

@sink(type='prometheus',job='fooOrderCount', server.url ='http://localhost:9080', publish.mode='server', metric.type='counter', metric.help= 'Number of foo orders', @map(type='keyvalue'))
define stream FooCountStream (Name String, quantity int, value int);

In the above example, the Prometheus-sink creates a counter metric with the stream name and defined attributes as labels. The metric is exposed through an HTTP server at the target URL.

EXAMPLE 2

@sink(type='prometheus',job='inventoryLevel', push.url='http://localhost:9080', publish.mode='pushGateway', metric.type='gauge', metric.help= 'Current level of inventory', @map(type='keyvalue'))
define stream InventoryLevelStream (Name String, value int);

In the above example, the Prometheus-sink creates a gauge metric with the stream name and defined attributes as labels.The metric is pushed to the Prometheus pushGateway at the target URL.

rabbitmq (Sink)¶

The rabbitmq sink pushes the events into a rabbitmq broker using the AMQP protocol

Origin: siddhi-io-rabbitmq:3.0.6.SNAPSHOT

Syntax

@sink(type="rabbitmq", uri="<STRING>", heartbeat="<INT>", exchange.name="<STRING>", exchange.type="<STRING>", exchange.durable.enabled="<BOOL>", exchange.autodelete.enabled="<BOOL>", delivery.mode="<INT>", content.type="<STRING>", content.encoding="<STRING>", priority="<INT>", correlation.id="<STRING>", reply.to="<STRING>", expiration="<STRING>", message.id="<STRING>", timestamp="<STRING>", type="<STRING>", user.id="<STRING>", app.id="<STRING>", routing.key="<STRING>", headers="<STRING>", tls.enabled="<BOOL>", tls.truststore.path="<STRING>", tls.truststore.password="<STRING>", tls.truststore.type="<STRING>", tls.version="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	The URI that used to connect to an AMQP server. If no URI is specified, an error is logged in the CLI.e.g., `amqp://guest:guest`, `amqp://guest:guest@localhost:5672`		STRING	No	No
heartbeat	The period of time (in seconds) after which the peer TCP connection should be considered unreachable (down) by RabbitMQ and client libraries.	60	INT	Yes	No
exchange.name	The name of the exchange that decides what to do with a message it sends.If the `exchange.name` already exists in the RabbitMQ server, then the system uses that `exchange.name` instead of redeclaring.		STRING	No	Yes
exchange.type	The type of the exchange.name. The exchange types available are `direct`, `fanout`, `topic` and `headers`. For a detailed description of each type, see RabbitMQ - AMQP Concepts	direct	STRING	Yes	Yes
exchange.durable.enabled	If this is set to `true`, the exchange remains declared even if the broker restarts.	false	BOOL	Yes	Yes
exchange.autodelete.enabled	If this is set to `true`, the exchange is automatically deleted when it is not used anymore.	false	BOOL	Yes	Yes
delivery.mode	This determines whether the connection should be persistent or not. The value must be either `1` or `2`.If the delivery.mode = 1, then the connection is not persistent. If the delivery.mode = 2, then the connection is persistent.	1	INT	Yes	No
content.type	The message content type. This should be the `MIME` content type.	null	STRING	Yes	No
content.encoding	The message content encoding. The value should be `MIME` content encoding.	null	STRING	Yes	No
priority	Specify a value within the range 0 to 9 in this parameter to indicate the message priority.	0	INT	Yes	Yes
correlation.id	The message correlated to the current message. e.g., The request to which this message is a reply. When a request arrives, a message describing the task is pushed to the queue by the front end server. After that the frontend server blocks to wait for a response message with the same correlation ID. A pool of worker machines listen on queue, and one of them picks up the task, performs it, and returns the result as message. Once a message with right correlation ID arrives, thefront end server continues to return the response to the caller.	null	STRING	Yes	Yes
reply.to	This is an anonymous exclusive callback queue. When the RabbitMQ receives a message with the `reply.to` property, it sends the response to the mentioned queue. This is commonly used to name a reply queue (or any other identifier that helps a consumer application to direct its response).	null	STRING	Yes	No
expiration	The expiration time after which the message is deleted. The value of the expiration field describes the TTL (Time To Live) period in milliseconds.	null	STRING	Yes	No
message.id	The message identifier. If applications need to identify messages, it is recommended that they use this attribute instead of putting it into the message payload.	null	STRING	Yes	Yes
timestamp	Timestamp of the moment when the message was sent. If you do not specify a value for this parameter, the system automatically generates the current date and time as the timestamp value. The format of the timestamp value is `dd/mm/yyyy`.	current timestamp	STRING	Yes	No
type	The type of the message. e.g., The type of the event or the command represented by the message.	null	STRING	Yes	No
user.id	The user ID specified here is verified by RabbitMQ against theuser name of the actual connection. This is an optional parameter.	null	STRING	Yes	No
app.id	The identifier of the application that produced the message.	null	STRING	Yes	No
routing.key	The key based on which the excahnge determines how to route the message to the queue. The routing key is similar to an address for the message.	empty	STRING	Yes	Yes
headers	The headers of the message. The attributes used for routing are taken from the this paremeter. A message is considered matching if the value of the header equals the value specified upon binding.	null	STRING	Yes	Yes
tls.enabled	This parameter specifies whether an encrypted communication channel should be established or not. When this parameter is set to `true`, the `tls.truststore.path` and `tls.truststore.password` parameters are initialized.	false	BOOL	Yes	No
tls.truststore.path	The file path to the location of the truststore of the client that sends the RabbitMQ events via the `AMQP` protocol. A custom client-truststore can be specified if required. If a custom truststore is not specified, then the system uses the default client-trustore in the `${carbon.home}/resources/security</code> directory.</p></td> <td style="vertical-align: top">$ /resources/security/client-truststore.jks`	STRING	Yes	No
tls.truststore.password	The password for the client-truststore. A custom password can be specified if required. If no custom password is specified, then the system uses `wso2carbon` as the default password.	wso2carbon	STRING	Yes	No
tls.truststore.type	The type of the truststore.	JKS	STRING	Yes	No
tls.version	The version of the tls/ssl.	SSL	STRING	Yes	No

Examples EXAMPLE 1

@App:name('TestExecutionPlan') 
define stream FooStream (symbol string, price float, volume long); 
@info(name = 'query1')
@sink(type ='rabbitmq',
uri = 'amqp://guest:guest@localhost:5672',
exchange.name = 'direct',
routing.key= 'direct',
@map(type='xml'))
Define stream BarStream (symbol string, price float, volume long);
from FooStream select symbol, price, volume insert into BarStream;

This query publishes events to the direct exchange with the direct exchange type and the directTest routing key.

s3 (Sink)¶

S3 sink publishes events as Amazon AWS S3 buckets.

Origin: siddhi-io-s3:1.0.3.SNAPSHOT

Syntax

@sink(type="s3", credential.provider.class="<STRING>", aws.access.key="<STRING>", aws.secret.key="<STRING>", bucket.name="<STRING>", aws.region="<STRING>", versioning.enabled="<BOOL>", object.path="<STRING>", storage.class="<STRING>", content.type="<STRING>", bucket.acl="<STRING>", node.id="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
credential.provider.class	AWS credential provider class to be used. If blank along with the username and the password, default credential provider will be used.	EMPTY_STRING	STRING	Yes	No
aws.access.key	AWS access key. This cannot be used along with the credential.provider.class	EMPTY_STRING	STRING	Yes	No
aws.secret.key	AWS secret key. This cannot be used along with the credential.provider.class	EMPTY_STRING	STRING	Yes	No
bucket.name	Name of the S3 bucket		STRING	No	No
aws.region	The region to be used to create the bucket	EMPTY_STRING	STRING	Yes	No
versioning.enabled	Flag to enable versioning support in the bucket	false	BOOL	Yes	No
object.path	Path for each S3 object		STRING	No	Yes
storage.class	AWS storage class	standard	STRING	Yes	No
content.type	Content type of the event	application/octet-stream	STRING	Yes	Yes
bucket.acl	Access control list for the bucket	EMPTY_STRING	STRING	Yes	No
node.id	The node ID of the current publisher. This needs to be unique for each publisher instance as it may cause object overwrites while uploading the objects to same S3 bucket from different publishers.	EMPTY_STRING	STRING	Yes	No

Examples EXAMPLE 1

@sink(type='s3', bucket.name='user-stream-bucket',object.path='bar/users', credential.provider='software.amazon.awssdk.auth.credentials.ProfileCredentialsProvider', flush.size='3',
    @map(type='json', enclosing.element='$.user', 
        @payload("""{"name": "{{name}}", "age": {{age}}}"""))) 
define stream UserStream(name string, age int);

This creates a S3 bucket named 'user-stream-bucket'. Then this will collect 3 events together and create a JSON object and save that in S3.

tcp (Sink)¶

A Siddhi application can be configured to publish events via the TCP transport by adding the @Sink(type = 'tcp') annotation at the top of an event stream definition.

Origin: siddhi-io-tcp:3.0.5.SNAPSHOT

Syntax

@sink(type="tcp", url="<STRING>", sync="<STRING>", tcp.no.delay="<BOOL>", keep.alive="<BOOL>", worker.threads="<INT|LONG>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
url	The URL to which outgoing events should be published via TCP. The URL should adhere to `tcp://<host>:<port>/<context>` format.		STRING	No	No
sync	This parameter defines whether the events should be published in a synchronized manner or not. If sync = 'true', then the worker will wait for the ack after sending the message. Else it will not wait for an ack.	false	STRING	Yes	Yes
tcp.no.delay	This is to specify whether to disable Nagle algorithm during message passing. If tcp.no.delay = 'true', the execution of Nagle algorithm will be disabled in the underlying TCP logic. Hence there will be no delay between two successive writes to the TCP connection. Else there can be a constant ack delay.	true	BOOL	Yes	No
keep.alive	This property defines whether the server should be kept alive when there are no connections available.	true	BOOL	Yes	No
worker.threads	Number of threads to publish events.	10	INT LONG	Yes	No

Examples EXAMPLE 1

@Sink(type = 'tcp', url='tcp://localhost:8080/abc', sync='true' 
   @map(type='binary'))
define stream Foo (attribute1 string, attribute2 int);

A sink of type 'tcp' has been defined.
All events arriving at Foo stream via TCP transport will be sent to the url tcp://localhost:8080/abc in a synchronous manner.

Sinkmapper¶

avro (Sink Mapper)¶

This extension is a Siddhi Event to Avro Message output mapper.Transports that publish messages to Avro sink can utilize this extension to convert Siddhi events to Avro messages.
You can either specify the Avro schema or provide the schema registry URL and the schema reference ID as parameters in the stream definition.
If no Avro schema is specified, a flat Avro schema of the 'record' type is generated with the stream attributes as schema fields.

Origin: siddhi-map-avro:2.0.7.SNAPSHOT

Syntax

@sink(..., @map(type="avro", schema.def="<STRING>", schema.registry="<STRING>", schema.id="<STRING>")

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
schema.def	This specifies the required Avro schema to be used to convert Siddhi events to Avro messages. The schema needs to be specified as a quoted JSON string.	STRING	No	No
schema.registry	This specifies the URL of the schema registry.	STRING	No	No
schema.id	This specifies the ID of the avro schema. This ID is the global ID that is returned from the schema registry when posting the schema to the registry. The specified ID is used to retrieve the schema from the schema registry.	STRING	No	No

Examples EXAMPLE 1

@sink(type='inMemory', topic='stock', @map(type='avro',schema.def = """{"type":"record","name":"stock","namespace":"stock.example","fields":[{"name":"symbol","type":"string"},{"name":"price","type":"float"},{"name":"volume","type":"long"}]}"""))
define stream StockStream (symbol string, price float, volume long);

The above configuration performs a default Avro mapping that generates an Avro message as an output ByteBuffer.

EXAMPLE 2

@sink(type='inMemory', topic='stock', @map(type='avro',schema.registry = 'http://localhost:8081', schema.id ='22',@payload("""{"Symbol":{{symbol}},"Price":{{price}},"Volume":{{volume}}}"""
)))
define stream StockStream (symbol string, price float, volume long);

The above configuration performs a custom Avro mapping that generates an Avro message as an output ByteBuffer. The Avro schema is retrieved from the given schema registry (localhost:8081) using the schema ID provided.

binary (Sink Mapper)¶

This section explains how to map events processed via Siddhi in order to publish them in the binary format.

Origin: siddhi-map-binary:2.0.5.SNAPSHOT

Syntax

@sink(..., @map(type="binary")

Examples EXAMPLE 1

@sink(type='inMemory', topic='WSO2', @map(type='binary')) define stream FooStream (symbol string, price float, volume long);

This will publish Siddhi event in binary format.

csv (Sink Mapper)¶

This output mapper extension allows you to convert Siddhi events processed by the WSO2 SP to CSV message before publishing them. You can either use custom placeholder to map a custom CSV message or use pre-defined CSV format where event conversion takes place without extra configurations.

Origin: siddhi-map-csv:2.0.4.SNAPSHOT

Syntax

@sink(..., @map(type="csv", delimiter="<STRING>", header="<BOOL>", event.grouping.enabled="<BOOL>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
delimiter	This parameter used to separate the output CSV data, when converting a Siddhi event to CSV format,	,	STRING	Yes	No
header	This parameter specifies whether the CSV messages will be generated with header or not. If this parameter is set to true, message will be generated with header	false	BOOL	Yes	No
event.grouping.enabled	If this parameter is set to `true`, events are grouped via a line.separator when multiple events are received. It is required to specify a value for the System.lineSeparator() when the value for this parameter is `true`.	false	BOOL	Yes	No

Examples EXAMPLE 1

@sink(type='inMemory', topic='{{symbol}}', @map(type='csv'))
define stream BarStream (symbol string, price float, volume long);

Above configuration will perform a default CSV output mapping, which will generate output as follows:
WSO2,55.6,100<OS supported line separator>If header is true and delimiter is "-", then the output will be as follows:
symbol-price-volume<OS supported line separator>WSO2-55.6-100<OS supported line separator>

EXAMPLE 2

@sink(type='inMemory', topic='{{symbol}}', @map(type='csv',header='true',delimiter='-',@payload(symbol='0',price='2',volume='1')))define stream BarStream (symbol string, price float,volume long);

Above configuration will perform a custom CSV mapping. Here, user can add custom place order in the @payload. The place order indicates that where the attribute name's value will be appear in the output message, The output will be produced output as follows:
WSO2,100,55.6
If header is true and delimiter is "-", then the output will be as follows:
symbol-price-volume
WSO2-55.6-100<OS supported line separator>If event grouping is enabled, then the output is as follows:
WSO2-55.6-100<OS supported line separator>
WSO2-55.6-100<OS supported line separator>
WSO2-55.6-100<OS supported line separator>

json (Sink Mapper)¶

This extension is an Event to JSON output mapper.
Transports that publish messages can utilize this extension to convert Siddhi events to JSON messages.
You can either send a pre-defined JSON format or a custom JSON message.

Origin: siddhi-map-json:5.0.7.SNAPSHOT

Syntax

@sink(..., @map(type="json", validate.json="<BOOL>", enclosing.element="<STRING>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
validate.json	If this property is set to `true`, it enables JSON validation for the JSON messages generated. When validation is carried out, messages that do not adhere to proper JSON standards are dropped. This property is set to 'false' by default.	false	BOOL	Yes	No
enclosing.element	This specifies the enclosing element to be used if multiple events are sent in the same JSON message. Siddhi treats the child elements of the given enclosing element as events and executes JSON expressions on them. If an `enclosing.element` is not provided, the multiple event scenario is disregarded and JSON path is evaluated based on the root element.	$	STRING	Yes	No

Examples EXAMPLE 1

@sink(type='inMemory', topic='stock', @map(type='json'))
define stream FooStream (symbol string, price float, volume long);

Above configuration does a default JSON input mapping that generates the output given below.
{
    "event":{
        "symbol":WSO2,
        "price":55.6,
        "volume":100
    }
}

EXAMPLE 2

@sink(type='inMemory', topic='{{symbol}}', @map(type='json', enclosing.element='$.portfolio', validate.json='true', @payload( """{"StockData":{"Symbol":"{{symbol}}","Price":{{price}}}}""")))
define stream BarStream (symbol string, price float, volume long);

The above configuration performs a custom JSON mapping that generates the following JSON message as the output.
{"portfolio":{
    "StockData":{
        "Symbol":WSO2,
        "Price":55.6
      }
  }
}

keyvalue (Sink Mapper)¶

The Event to Key-Value Map output mapper extension allows you to convert Siddhi events processed by WSO2 SP to key-value map events before publishing them. You can either use pre-defined keys where conversion takes place without extra configurations, or use custom keys with which the messages can be published.

Origin: siddhi-map-keyvalue:2.0.6.SNAPSHOT

Syntax

@sink(..., @map(type="keyvalue")

Examples EXAMPLE 1

@sink(type='inMemory', topic='stock', @map(type='keyvalue'))
define stream FooStream (symbol string, price float, volume long);

This query performs a default Key-Value output mapping. The expected output is something similar to the following:
symbol:'WSO2'
price : 55.6f
volume: 100L

EXAMPLE 2

@sink(type='inMemory', topic='stock', @map(type='keyvalue', @payload(a='symbol',b='price',c='volume')))
define stream FooStream (symbol string, price float, volume long);

This query performs a custom Key-Value output mapping where values are passed as objects. Values for symbol, price, and volume attributes are published with the keys a, b and c respectively. The expected output is a map similar to the following:
a:'WSO2'
b : 55.6f
c: 100L

EXAMPLE 3

@sink(type='inMemory', topic='stock', @map(type='keyvalue', @payload(a='{{symbol}} is here',b='`price`',c='volume')))
define stream FooStream (symbol string, price float, volume long);

This query performs a custom Key-Value output mapping where the values of the a and b attributes are strings and c is object. The expected output should be a Map similar to the following:
a:'WSO2 is here'
b : 'price'
c: 100L

passThrough (Sink Mapper)¶

Pass-through mapper passed events (Event[]) through without any mapping or modifications.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

@sink(..., @map(type="passThrough")

Examples EXAMPLE 1

@sink(type='inMemory', @map(type='passThrough'))
define stream BarStream (symbol string, price float, volume long);

In the following example BarStream uses passThrough outputmapper which emit Siddhi event directly without any transformation into sink.

protobuf (Sink Mapper)¶

This output mapper allows you to convert Events to protobuf messages before publishing them. To work with this mapper you have to add auto-generated protobuf classes to the project classpath. When you use this output mapper, you can either define stream attributes as the same names as the protobuf message attributes or you can use custom mapping to map stream definition attributes with the protobuf attributes. Please find the sample proto definition here. When you use this mapper with siddhi-io-grpc you don't have to provide the protobuf message class in the class parameter.

Origin: siddhi-map-protobuf:1.0.5.SNAPSHOT

Syntax

@sink(..., @map(type="protobuf", class="<STRING>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
class	This specifies the class name of the protobuf message class, If sink type is grpc then it's not necessary to provide this parameter.	-	STRING	Yes	No

Examples EXAMPLE 1

@sink(type='inMemory', topic='test01', 
@map(type='protobuf', class='io.siddhi.extension.map.protobuf.autogenerated.Request'))
define stream BarStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

This will map BarStream values into io.siddhi.extension.map.protobuf.autogenerated.Request protobuf message type.

EXAMPLE 2

@sink(type='grpc',  publisher.url = 'grpc://localhost:2000/org.wso2.grpc.test.MyService/process 
@map(type='protobuf')) 
define stream BarStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double)

Above definition will map BarStream values into the protobuf messages. Since this is a grpc sink, protobuf mapper will get the type of the protobuf class by the publisher.url.

EXAMPLE 3

@sink(type='grpc', publisher.url = 'grpc://localhost:2000/org.wso2.grpc.test.MyService/process
@map(type='protobuf'), 
@payload(stringValue='a',longValue='b',intValue='c',booleanValue='d',floatValue = 'e', doubleValue  = 'f'))) 
define stream BarStream (a string, b long, c int,d bool,e float,f double);

This will map BarStream values to request message type of the process method in MyService service. and stream values will map like this,
- value of a will be assign stringValue variable in the message class
- value of b will be assign longValue variable in the message class
- value of c will be assign intValue variable in the message class
- value of d will be assign booleanValue variable in the message class
- value of e will be assign floatValue variable in the message class
- value of f will be assign doubleValue variable in the message class

EXAMPLE 4

@sink(type='inMemory', topic='test01', 
@map(type='protobuf' class='io.siddhi.extension.map.protobuf.autogenerated.RequestWithList')) 
 define stream BarStream (stringValue string,intValue int,stringList object, intList object);

This will map BarStream values into io.siddhi.extension.map.protobuf.autogenerated.RequestWithList. If you want to map data types other than the scalar data types, you have to use object as the data type as shown in above(stringList object).

text (Sink Mapper)¶

This extension is a Event to Text output mapper. Transports that publish text messages can utilize this extension to convert the Siddhi events to text messages. Users can use a pre-defined text format where event conversion is carried out without any additional configurations, or use custom placeholder(using {{ and }}) to map custom text messages. Again, you can also enable mustache based custom mapping. In mustache based custom mapping you can use custom placeholder (using {{ and }} or {{{ and }}}) to map custom text. In mustache based custom mapping, all variables are HTML escaped by default.
For example:
& is replaced with &
" is replaced with "
= is replaced with =
If you want to return unescaped HTML, use the triple mustache {{{ instead of double {{.

Origin: siddhi-map-text:2.0.5.SNAPSHOT

Syntax

@sink(..., @map(type="text", event.grouping.enabled="<BOOL>", delimiter="<STRING>", new.line.character="<STRING>", mustache.enabled="<BOOL>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
event.grouping.enabled	If this parameter is set to `true`, events are grouped via a delimiter when multiple events are received. It is required to specify a value for the `delimiter` parameter when the value for this parameter is `true`.	false	BOOL	Yes	No
delimiter	This parameter specifies how events are separated when a grouped event is received. This must be a whole line and not a single character.	_~_~_~~	STRING	Yes	No
new.line.character	This attribute indicates the new line character of the event that is expected to be received. This is used mostly when communication between 2 types of operating systems is expected. For example, Linux uses `\n` whereas Windows uses `\r\n` as the end of line character.	\n	STRING	Yes	No
mustache.enabled	If this parameter is set to `true`, then mustache mapping gets enabled forcustom text mapping.	false	BOOL	Yes	No

Examples EXAMPLE 1

@sink(type='inMemory', topic='stock', @map(type='text'))
define stream FooStream (symbol string, price float, volume long);

This query performs a default text input mapping. The expected output is as follows:
symbol:"WSO2",
price:55.6,
volume:100

EXAMPLE 2

@sink(type='inMemory', topic='stock', @map(type='text', event.grouping.enabled='true'))
define stream FooStream (symbol string, price float, volume long);

This query performs a default text input mapping with event grouping. The expected output is as follows:
symbol:"WSO2",
price:55.6,
volume:100
_~_~_~~
symbol:"WSO2",
price:55.6,
volume:100

EXAMPLE 3

@sink(type='inMemory', topic='stock', @map(type='text',  @payload("SensorID : {{symbol}}/{{volume}}, SensorPrice : Rs{{price}}/=, Value : {{volume}}ml")))
define stream FooStream (symbol string, price float, volume long);

This query performs a custom text mapping. The expected output is as follows:
SensorID : wso2/100, SensorPrice : Rs1000/=, Value : 100ml
for the following siddhi event.
{wso2,1000,100}

EXAMPLE 4

@sink(type='inMemory', topic='stock', @map(type='text', event.grouping.enabled='true', @payload("Stock price of {{symbol}} is {{price}}")))
define stream FooStream (symbol string, price float, volume long);

This query performs a custom text mapping with event grouping. The expected output is as follows:
Stock price of WSO2 is 55.6
_~_~_~~
Stock price of WSO2 is 55.6
_~_~_~~
Stock price of WSO2 is 55.6
for the following siddhi event.
{WSO2,55.6,10}

EXAMPLE 5

@sink(type='inMemory', topic='stock', @map(type='text', mustache.enabled='true',  @payload("SensorID : {{{symbol}}}/{{{volume}}}, SensorPrice : Rs{{{price}}}/=, Value : {{{volume}}}ml")))
define stream FooStream (symbol string, price float, volume long);

This query performs a custom text mapping to return unescaped HTML. The expected output is as follows:
SensorID : a&b/100, SensorPrice : Rs1000/=, Value : 100ml
for the following siddhi event.
{a&b,1000,100}

xml (Sink Mapper)¶

This mapper converts Siddhi output events to XML before they are published via transports that publish in XML format. Users can either send a pre-defined XML format or a custom XML message containing event data.

Origin: siddhi-map-xml:5.0.4.SNAPSHOT

Syntax

@sink(..., @map(type="xml", validate.xml="<BOOL>", enclosing.element="<STRING>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
validate.xml	This parameter specifies whether the XML messages generated should be validated or not. If this parameter is set to true, messages that do not adhere to proper XML standards are dropped.	false	BOOL	Yes	No
enclosing.element	When an enclosing element is specified, the child elements (e.g., the immediate child elements) of that element are considered as events. This is useful when you need to send multiple events in a single XML message. When an enclosing element is not specified, one XML message per every event will be emitted without enclosing.	None in custom mapping and <events> in default mapping	STRING	Yes	No

Examples EXAMPLE 1

@sink(type='inMemory', topic='stock', @map(type='xml'))
define stream FooStream (symbol string, price float, volume long);

Above configuration will do a default XML input mapping which will generate below output
<events>
    <event>
        <symbol>WSO2</symbol>
        <price>55.6</price>
        <volume>100</volume>
    </event>
</events>

EXAMPLE 2

@sink(type='inMemory', topic='{{symbol}}', @map(type='xml', enclosing.element='<portfolio>', validate.xml='true', @payload( "<StockData><Symbol>{{symbol}}</Symbol><Price>{{price}}</Price></StockData>")))
define stream BarStream (symbol string, price float, volume long);

Above configuration will perform a custom XML mapping. Inside @payload you can specify the custom template that you want to send the messages out and addd placeholders to places where you need to add event attributes.Above config will produce below output XML message
<portfolio>
    <StockData>
        <Symbol>WSO2</Symbol>
        <Price>55.6</Price>
    </StockData>
</portfolio>

Source¶

cdc (Source)¶

The CDC source receives events when change events (i.e., INSERT, UPDATE, DELETE) are triggered for a database table. Events are received in the 'key-value' format.

There are two modes you could perform CDC: Listening mode and Polling mode.

In polling mode, the datasource is periodically polled for capturing the changes. The polling period can be configured.
In polling mode, you can only capture INSERT and UPDATE changes.

On listening mode, the Source will keep listening to the Change Log of the database and notify in case a change has taken place. Here, you are immediately notified about the change, compared to polling mode.

The key values of the map of a CDC change event are as follows.

For 'listening' mode:
    For insert: Keys are specified as columns of the table.
    For delete: Keys are followed by the specified table columns. This is achieved via 'before_'. e.g., specifying 'before_X' results in the key being added before the column named 'X'.
    For update: Keys are followed followed by the specified table columns. This is achieved via 'before_'. e.g., specifying 'before_X' results in the key being added before the column named 'X'.

For 'polling' mode: Keys are specified as the columns of the table.#### Preparations required for working with Oracle Databases in listening mode

Using the extension in Windows, Mac OSX and AIX are pretty straight forward inorder to achieve the required behaviour please follow the steps given below

  - Download the compatible version of oracle instantclient for the database version from here and extract
  - Extract and set the environment variable LD_LIBRARY_PATH to the location of instantclient which was exstracted as shown below

    export LD_LIBRARY_PATH=<path to the instant client location>

- Inside the instantclient folder which was download there are two jars xstreams.jar and ojdbc<version>.jar convert them to OSGi bundles using the tools which were provided in the <distribution>/bin for converting the ojdbc.jar use the tool spi-provider.sh|bat and for the conversion of xstreams.jar use the jni-provider.sh as shown below(Note: this way of converting Xstreams jar is applicable only for Linux environments for other OSs this step is not required and converting it through the jartobundle.sh tool is enough)

    ./jni-provider.sh <input-jar> <destination> <comma seperated native library names>

once ojdbc and xstreams jars are converted to OSGi copy the generated jars to the <distribution>/lib. Currently siddhi-io-cdc only supports the oracle database distributions 12 and above

See parameter: mode for supported databases and change events.

Origin: siddhi-io-cdc:2.0.6.SNAPSHOT

Syntax

@source(type="cdc", url="<STRING>", mode="<STRING>", jdbc.driver.name="<STRING>", username="<STRING>", password="<STRING>", pool.properties="<STRING>", datasource.name="<STRING>", table.name="<STRING>", polling.column="<STRING>", polling.interval="<INT>", operation="<STRING>", connector.properties="<STRING>", database.server.id="<STRING>", database.server.name="<STRING>", wait.on.missed.record="<BOOL>", missed.record.waiting.timeout="<INT>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
url	The connection URL to the database. F=The format used is: 'jdbc:mysql://<host>:<port>/<database_name>'		STRING	No	No
mode	Mode to capture the change data. The type of events that can be received, and the required parameters differ based on the mode. The mode can be one of the following: 'polling': This mode uses a column named 'polling.column' to monitor the given table. It captures change events of the 'RDBMS', 'INSERT, and 'UPDATE' types. 'listening': This mode uses logs to monitor the given table. It currently supports change events only of the 'MySQL', 'INSERT', 'UPDATE', and 'DELETE' types.	listening	STRING	Yes	No
jdbc.driver.name	The driver class name for connecting the database. It is required to specify a value for this parameter when the mode is 'polling'.		STRING	Yes	No
username	The username to be used for accessing the database. This user needs to have the 'SELECT', 'RELOAD', 'SHOW DATABASES', 'REPLICATION SLAVE', and 'REPLICATION CLIENT'privileges for the change data capturing table (specified via the 'table.name' parameter). To operate in the polling mode, the user needs 'SELECT' privileges.		STRING	No	No
password	The password of the username you specified for accessing the database.		STRING	No	No
pool.properties	The pool parameters for the database connection can be specified as key-value pairs.		STRING	Yes	No
datasource.name	Name of the wso2 datasource to connect to the database. When datasource name is provided, the URL, username and password are not needed. A datasource based connection is given more priority over the URL based connection. This parameter is applicable only when the mode is set to 'polling', and it can be applied only when you use this extension with WSO2 Stream Processor.		STRING	Yes	No
table.name	The name of the table that needs to be monitored for data changes.		STRING	No	No
polling.column	The column name that is polled to capture the change data. It is recommended to have a TIMESTAMP field as the 'polling.column' in order to capture the inserts and updates. Numeric auto-incremental fields and char fields can also be used as 'polling.column'. However, note that fields of these types only support insert change capturing, and the possibility of using a char field also depends on how the data is input. It is required to enter a value for this parameter only when the mode is 'polling'.		STRING	Yes	No
polling.interval	The time interval (specified in seconds) to poll the given table for changes. This parameter is applicable only when the mode is set to 'polling'.	1	INT	Yes	No
operation	The change event operation you want to carry out. Possible values are 'insert', 'update' or 'delete'. This parameter is not case sensitive. It is required to specify a value only when the mode is 'listening'.		STRING	No	No
connector.properties	Here, you can specify Debezium connector properties as a comma-separated string. The properties specified here are given more priority over the parameters. This parameter is applicable only for the 'listening' mode.	Empty_String	STRING	Yes	No
database.server.id	An ID to be used when joining MySQL database cluster to read the bin log. This should be a unique integer between 1 to 2^32. This parameter is applicable only when the mode is 'listening'.	Random integer between 5400 and 6400	STRING	Yes	No
database.server.name	A logical name that identifies and provides a namespace for the database server. This parameter is applicable only when the mode is 'listening'.	{host}_{port}	STRING	Yes	No
wait.on.missed.record	Indicates whether the process needs to wait on missing/out-of-order records. When this flag is set to 'true' the process will be held once it identifies a missing record. The missing recrod is identified by the sequence of the polling.column value. This can be used only with number fields and not recommended to use with time values as it will not be sequential. This should be enabled ONLY where the records can be written out-of-order, (eg. concurrent writers) as this degrades the performance.	false	BOOL	Yes	No
missed.record.waiting.timeout	The timeout (specified in seconds) to retry for missing/out-of-order record. This should be used along with the wait.on.missed.record parameter. If the parameter is not set, the process will indefinitely wait for the missing record.	-1	INT	Yes	No

Examples EXAMPLE 1

@source(type = 'cdc' , url = 'jdbc:mysql://localhost:3306/SimpleDB', 
username = 'cdcuser', password = 'pswd4cdc', 
table.name = 'students', operation = 'insert', 
@map(type='keyvalue', @attributes(id = 'id', name = 'name')))
define stream inputStream (id string, name string);

In this example, the CDC source listens to the row insertions that are made in the 'students' table with the column name, and the ID. This table belongs to the 'SimpleDB' MySQL database that can be accessed via the given URL.

EXAMPLE 2

@source(type = 'cdc' , url = 'jdbc:mysql://localhost:3306/SimpleDB', 
username = 'cdcuser', password = 'pswd4cdc', 
table.name = 'students', operation = 'update', 
@map(type='keyvalue', @attributes(id = 'id', name = 'name', 
before_id = 'before_id', before_name = 'before_name')))
define stream inputStream (before_id string, id string, 
before_name string , name string);

In this example, the CDC source listens to the row updates that are made in the 'students' table. This table belongs to the 'SimpleDB' MySQL database that can be accessed via the given URL.

EXAMPLE 3

@source(type = 'cdc' , url = 'jdbc:mysql://localhost:3306/SimpleDB', 
username = 'cdcuser', password = 'pswd4cdc', 
table.name = 'students', operation = 'delete', 
@map(type='keyvalue', @attributes(before_id = 'before_id', before_name = 'before_name')))
define stream inputStream (before_id string, before_name string);

In this example, the CDC source listens to the row deletions made in the 'students' table. This table belongs to the 'SimpleDB' database that can be accessed via the given URL.

EXAMPLE 4

@source(type = 'cdc', mode='polling', polling.column = 'id', 
jdbc.driver.name = 'com.mysql.jdbc.Driver', url = 'jdbc:mysql://localhost:3306/SimpleDB', 
username = 'cdcuser', password = 'pswd4cdc', 
table.name = 'students', 
@map(type='keyvalue'), @attributes(id = 'id', name = 'name'))
define stream inputStream (id int, name string);

In this example, the CDC source polls the 'students' table for inserts. 'id' that is specified as the polling colum' is an auto incremental field. The connection to the database is made via the URL, username, password, and the JDBC driver name.

EXAMPLE 5

@source(type = 'cdc', mode='polling', polling.column = 'id', datasource.name = 'SimpleDB',
table.name = 'students', 
@map(type='keyvalue'), @attributes(id = 'id', name = 'name'))
define stream inputStream (id int, name string);

In this example, the CDC source polls the 'students' table for inserts. The given polling column is a char column with the 'S001, S002, ... .' pattern. The connection to the database is made via a data source named 'SimpleDB'. Note that the 'datasource.name' parameter works only with the Stream Processor.

EXAMPLE 6

@source(type = 'cdc', mode='polling', polling.column = 'last_updated', datasource.name = 'SimpleDB',
table.name = 'students', 
@map(type='keyvalue'))
define stream inputStream (name string);

In this example, the CDC source polls the 'students' table for inserts and updates. The polling column is a timestamp field.

EXAMPLE 7

@source(type='cdc', jdbc.driver.name='com.mysql.jdbc.Driver', url='jdbc:mysql://localhost:3306/SimpleDB', username='cdcuser', password='pswd4cdc', table.name='students', mode='polling', polling.column='id', operation='insert', wait.on.missed.record='true', missed.record.waiting.timeout='10',
@map(type='keyvalue'), 
@attributes(batch_no='batch_no', item='item', qty='qty'))
define stream inputStream (id int, name string);

In this example, the CDC source polls the 'students' table for inserts. The polling column is a numeric field. This source expects the records in the database to be written concurrently/out-of-order so it waits if it encounters a missing record. If the record doesn't appear within 10 seconds it resumes the process.

EXAMPLE 8

@source(type = 'cdc', url = 'jdbc:oracle:thin://localhost:1521/ORCLCDB', username='c##xstrm', password='xs', table.name='DEBEZIUM.sweetproductiontable', operation = 'insert', connector.properties='oracle.outserver.name=DBZXOUT,oracle.pdb=ORCLPDB1' @map(type = 'keyvalue'))
define stream insertSweetProductionStream (ID int, NAME string, WEIGHT int);

In this example, the CDC source connect to an Oracle database and listens for insert queries of sweetproduction table

email (Source)¶

The 'Email' source allows you to receive events via emails. An 'Email' source can be configured using the 'imap' or 'pop3' server to receive events. This allows you to filter the messages that satisfy the criteria specified under the 'search term' option. The email source parameters can be defined in either the '<SP_HOME>/conf/<PROFILE>/deployment yaml' file or the stream definition. If the parameter configurations are not available in either place, the default values are considered (i.e., if default values are available). If you need to configure server system parameters that are not provided as options in the stream definition, they need to be defined in the 'deployment yaml' file under 'email source properties'. For more information about 'imap' and 'pop3' server system parameters, see the following.
JavaMail Reference Implementation - IMAP Store
JavaMail Reference Implementation - POP3 Store Store

Origin: siddhi-io-email:2.0.6.SNAPSHOT

Syntax

@source(type="email", username="<STRING>", password="<STRING>", store="<STRING>", host="<STRING>", port="<INT>", folder="<STRING>", search.term="<STRING>", polling.interval="<LONG>", action.after.processed="<STRING>", folder.to.move="<STRING>", content.type="<STRING>", ssl.enable="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
username	The user name of the email account. e.g., 'wso2mail' is the username of the 'wso2mail@gmail.com' mail account.		STRING	No	No
password	The password of the email account		STRING	No	No
store	The store type that used to receive emails. Possible values are 'imap' and 'pop3'.	imap	STRING	Yes	No
host	The host name of the server (e.g., 'imap.gmail.com' is the host name for a gmail account with an IMAP store.). The default value 'imap.gmail.com' is only valid if the email account is a gmail account with IMAP enabled.	If store type is 'imap', then the default value is 'imap.gmail.com'. If the store type is 'pop3', then thedefault value is 'pop3.gmail.com'.	STRING	Yes	No
port	The port that is used to create the connection.	'993', the default value is valid only if the store is 'imap' and ssl-enabled.	INT	Yes	No
folder	The name of the folder to which the emails should be fetched.	INBOX	STRING	Yes	No
search.term	The option that includes conditions such as key-value pairs to search for emails. In a string search term, the key and the value should be separated by a semicolon (';'). Each key-value pair must be within inverted commas (' '). The string search term can define multiple comma-separated key-value pairs. This string search term currently supports only the 'subject', 'from', 'to', 'bcc', and 'cc' keys. e.g., if you enter 'subject:DAS, from:carbon, bcc:wso2', the search term creates a search term instance that filters emails that contain 'DAS' in the subject, 'carbon' in the 'from' address, and 'wso2' in one of the 'bcc' addresses. The string search term carries out sub string matching that is case-sensitive. If '@' in included in the value for any key other than the 'subject' key, it checks for an address that is equal to the value given. e.g., If you search for 'abc@', the string search terms looks for an address that contains 'abc' before the '@' symbol.	None	STRING	Yes	No
polling.interval	This defines the time interval in seconds at which th email source should poll the account to check for new mail arrivals.in seconds.	600	LONG	Yes	No
action.after.processed	The action to be performed by the email source for the processed mail. Possible values are as follows: 'FLAGGED': Sets the flag as 'flagged'. 'SEEN': Sets the flag as 'read'. 'ANSWERED': Sets the flag as 'answered'. 'DELETE': Deletes tha mail after the polling cycle. 'MOVE': Moves the mail to the folder specified in the 'folder.to.move' parameter. If the folder specified is 'pop3', then the only option available is 'DELETE'.	NONE	STRING	Yes	No
folder.to.move	The name of the folder to which the mail must be moved once it is processed. If the action after processing is 'MOVE', it is required to specify a value for this parameter.		STRING	No	No
content.type	The content type of the email. It can be either 'text/plain' or 'text/html.'	text/plain	STRING	Yes	No
ssl.enable	If this is set to 'true', a secure port is used to establish the connection. The possible values are 'true' and 'false'.	true	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
mail.imap.partialfetch	This determines whether the IMAP partial-fetch capability should be used.	true	true or false
mail.imap.fetchsize	The partial fetch size in bytes.	16K	value in bytes
mail.imap.peek	If this is set to 'true', the IMAP PEEK option should be used when fetching body parts to avoid setting the 'SEEN' flag on messages. The default value is 'false'. This can be overridden on a per-message basis by the 'setPeek method' in 'IMAPMessage'.	false	true or false
mail.imap.connectiontimeout	The socket connection timeout value in milliseconds. This timeout is implemented by 'java.net.Socket'.	infinity timeout	Any Integer value
mail.imap.timeout	The socket read timeout value in milliseconds. This timeout is implemented by 'java.net.Socket'.	infinity timeout	Any Integer value
mail.imap.writetimeout	The socket write timeout value in milliseconds. This timeout is implemented by using a 'java.util.concurrent.ScheduledExecutorService' per connection that schedules a thread to close the socket if the timeout period elapses. Therefore, the overhead of using this timeout is one thread per connection.	infinity timeout	Any Integer value
mail.imap.statuscachetimeout	The timeout value in milliseconds for the cache of 'STATUS' command response.	1000ms	Time out in miliseconds
mail.imap.appendbuffersize	The maximum size of a message to buffer in memory when appending to an IMAP folder.	None	Any Integer value
mail.imap.connectionpoolsize	The maximum number of available connections in the connection pool.	1	Any Integer value
mail.imap.connectionpooltimeout	The timeout value in milliseconds for connection pool connections.	45000ms	Any Integer
mail.imap.separatestoreconnection	If this parameter is set to 'true', it indicates that a dedicated store connection needs to be used for store commands.	true	true or false
mail.imap.auth.login.disable	If this is set to 'true', it is not possible to use the non-standard 'AUTHENTICATE LOGIN' command instead of the plain 'LOGIN' command.	false	true or false
mail.imap.auth.plain.disable	If this is set to 'true', the 'AUTHENTICATE PLAIN' command cannot be used.	false	true or false
mail.imap.auth.ntlm.disable	If true, prevents use of the AUTHENTICATE NTLM command.	false	true or false
mail.imap.proxyauth.user	If the server supports the PROXYAUTH extension, this property specifies the name of the user to act as. Authentication to log in to the server is carried out using the administrator's credentials. After authentication, the IMAP provider issues the 'PROXYAUTH' command with the user name specified in this property.	None	Valid string value
mail.imap.localaddress	The local address (host name) to bind to when creating the IMAP socket.	Defaults to the address picked by the Socket class.	Valid string value
mail.imap.localport	The local port number to bind to when creating the IMAP socket.	Defaults to the port number picked by the Socket class.	Valid String value
mail.imap.sasl.enable	If this parameter is set to 'true', the system attempts to use the 'javax.security.sasl' package to choose an authentication mechanism for the login.	false	true or false
mail.imap.sasl.mechanisms	A list of SASL mechanism names that the system should to try to use. The names can be separated by spaces or commas.	None	Valid string value
mail.imap.sasl.authorizationid	The authorization ID to use in the SASL authentication.	If this parameter is not set, the authentication ID (username) is used.	Valid string value
mail.imap.sasl.realm	The realm to use with SASL authentication mechanisms that require a realm, such as 'DIGEST-MD5'.	None	Valid string value
mail.imap.auth.ntlm.domain	The NTLM authentication domain.	None	Valid string value
The NTLM authentication domain.	NTLM protocol-specific flags.	None	Valid integer value
mail.imap.socketFactory	If this parameter is set to a class that implements the 'javax.net.SocketFactory' interface, this class is used to create IMAP sockets.	None	Valid SocketFactory
mail.imap.socketFactory.class	If this parameter is set, it specifies the name of a class that implements the 'javax.net.SocketFactory' interface. This class is used to create IMAP sockets.	None	Valid string
mail.imap.socketFactory.fallback	If this parameter is set to 'true', failure to create a socket using the specified socket factory class results in the socket being created using the 'java.net.Socket' class.	true	true or false
mail.imap.socketFactory.port	This specifies the port to connect to when using the specified socket factory. If this parameter is not set, the default port is used.	143	Valid Integer
mail.imap.ssl.checkserveridentity	If this parameter is set to 'true', the system checks the server identity as specified by RFC 2595.	false	true or false
mail.imap.ssl.trust	If this parameter is set and a socket factory has not been specified, it enables the use of a 'MailSSLSocketFactory'. If this parameter is set to '', all the hosts are trusted. If this parameter specifies list of hosts separated by white spaces, only those hosts are trusted. If the parameter is not set to any of the values mentioned above, trust depends on the certificate presented by the server.		Valid String
mail.imap.ssl.socketFactory	If this parameter is set to a class that extends the 'javax.net.ssl.SSLSocketFactory' class this class is used to create IMAP SSL sockets.	None	SSL Socket Factory
mail.imap.ssl.socketFactory.class	If this parameter is set, it specifies the name of a class that extends the 'javax.net.ssl.SSLSocketFactory' class. This class is used to create IMAP SSL sockets.	None	Valid String
mail.imap.ssl.socketFactory.port	This specifies the port to connect to when using the specified socket factory.	the default port 993 is used.	valid port number
mail.imap.ssl.protocols	This specifies the SSL protocols that are enabled for SSL connections. The property value is a whitespace-separated list of tokens acceptable to the 'javax.net.ssl.SSLSocket.setEnabledProtocols' method.	None	Valid string
mail.imap.starttls.enable	If this parameter is set to 'true', it is possible to use the 'STARTTLS' command (if supported by the server) to switch the connection to a TLS-protected connection before issuing any login commands.	false	true or false
mail.imap.socks.host	This specifies the host name of a 'SOCKS5' proxy server that is used to connect to the mail server.	None	Valid String
mail.imap.socks.port	This specifies the port number for the 'SOCKS5' proxy server. This is needed if the proxy server is not using the standard port number 1080.	1080	Valid String
mail.imap.minidletime	This property sets the delay in milliseconds.	10 milliseconds	time in seconds (Integer)
mail.imap.enableimapevents	If this property is set to 'true', it enables special IMAP-specific events to be delivered to the 'ConnectionListener' of the store. The unsolicited responses received during the idle method of the store are sent as connection events with 'IMAPStore.RESPONSE' as the type. The event's message is the raw IMAP response string.	false	true or false
mail.imap.folder.class	The class name of a subclass of 'com.sun.mail.imap.IMAPFolder'. The subclass can be used to provide support for additional IMAP commands. The subclass must have public constructors of the form 'public MyIMAPFolder'(String fullName, char separator, IMAPStore store, Boolean isNamespace) and public 'MyIMAPFolder'(ListInfo li, IMAPStore store)	None	Valid String
mail.pop3.connectiontimeout	The socket connection timeout value in milliseconds.	Infinite timeout	Integer value
mail.pop3.timeout	The socket I/O timeout value in milliseconds.	Infinite timeout	Integer value
mail.pop3.message.class	The class name of a subclass of 'com.sun.mail.pop3.POP3Message'.	None	Valid String
mail.pop3.localaddress	The local address (host name) to bind to when creating the POP3 socket.	Defaults to the address picked by the Socket class.	Valid String
mail.pop3.localport	The local port number to bind to when creating the POP3 socket.	Defaults to the port number picked by the Socket class.	Valid port number
mail.pop3.apop.enable	If this parameter is set to 'true', use 'APOP' instead of 'USER/PASS' to log in to the 'POP3' server (if the 'POP3' server supports 'APOP'). APOP sends a digest of the password instead of clearing the text password.	false	true or false
mail.pop3.socketFactory	If this parameter is set to a class that implements the 'javax.net.SocketFactory' interface, this class is used to create 'POP3' sockets.	None	Socket Factory
mail.pop3.socketFactory.class	If this parameter is set, it specifies the name of a class that implements the 'javax.net.SocketFactory' interface. This class is used to create 'POP3' sockets.	None	Valid String
mail.pop3.socketFactory.fallback	If this parameter is set to 'true', failure to create a socket using the specified socket factory class results in the socket being created using the 'java.net.Socket' class.	false	true or false
mail.pop3.socketFactory.port	This specifies the port to connect to when using the specified socket factory.	Default port	Valid port number
mail.pop3.ssl.checkserveridentity	If this parameter is set to 'true', check the server identity as specified by RFC 2595.	false	true or false
mail.pop3.ssl.trust	If this parameter is set and a socket factory has not been specified, it is possible to use a 'MailSSLSocketFactory'. If this parameter is set to '', all the hosts are trusted. If the parameter is set to a whitespace-separated list of hosts, only those hosts are trusted. If the parameter is not set to any of the values mentioned above, trust depends on the certificate presented by the server.		Valid String
mail.pop3.ssl.socketFactory	If this parameter is set to a class that extends the 'javax.net.ssl.SSLSocketFactory' class, this class is used to create 'POP3' SSL sockets.	None	SSL Socket Factory
mail.pop3.ssl.checkserveridentity	If this parameter is set to 'true', the system checks the server identity as specified by 'RFC 2595'.	false	true or false
mail.pop3.ssl.trust	If this parameter is set and a socket factory has not been specified, it is possible to use a 'MailSSLSocketFactory'. If this parameter is set to '*', all the hosts are trusted. If the parameter is set to a whitespace-separated list of hosts, only those hosts are trusted.	Trust depends on the certificate presented by the server.	Valid String
mail.pop3.ssl.socketFactory	If this parameter is set to a class that extends the 'javax.net.ssl.SSLSocketFactory' class, this class is used to create 'POP3 SSL' sockets.	None	SSL Socket Factory
mail.pop3.ssl.socketFactory.class	If this parameter is set, it specifies the name of a class that extends the 'javax.net.ssl.SSLSocketFactory' class. This class is used to create 'POP3 SSL' sockets.	None	Valid String
mail.pop3.ssl.socketFactory.p	This parameter pecifies the port to connect to when using the specified socket factory.	995	Valid Integer
mail.pop3.ssl.protocols	This parameter specifies the SSL protocols that are enabled for SSL connections. The property value is a whitespace-separated list of tokens acceptable to the 'javax.net.ssl.SSLSocket.setEnabledProtocols' method.	None	Valid String
mail.pop3.starttls.enable	If this parameter is set to 'true', it is possible to use the 'STLS' command (if supported by the server) to switch the connection to a TLS-protected connection before issuing any login commands.	false	true or false
mail.pop3.starttls.required	If this parameter is set to 'true', it is required to use the 'STLS' command. The connect method fails if the server does not support the 'STLS' command or if the command fails.	false	true or false
mail.pop3.socks.host	This parameter specifies the host name of a 'SOCKS5' proxy server that can be used to connect to the mail server.	None	Valid String
mail.pop3.socks.port	This parameter specifies the port number for the 'SOCKS5' proxy server.	None	Valid String
mail.pop3.disabletop	If this parameter is set to 'true', the 'POP3 TOP' command is not used to fetch message headers.	false	true or false
mail.pop3.forgettopheaders	If this parameter is set to 'true', the headers that might have been retrieved using the 'POP3 TOP' command is forgotten and replaced by the headers retrieved when the 'POP3 RETR' command is executed.	false	true or false
mail.pop3.filecache.enable	If this parameter is set to 'true', the 'POP3' provider caches message data in a temporary file instead of caching them in memory. Messages are only added to the cache when accessing the message content. Message headers are always cached in memory (on demand). The file cache is removed when the folder is closed or the JVM terminates.	false	true or false
mail.pop3.filecache.dir	If the file cache is enabled, this property is used to override the default directory used by the JDK for temporary files.	None	Valid String
mail.pop3.cachewriteto	This parameter controls the behavior of the 'writeTo' method on a 'POP3' message object. If the parameter is set to 'true', the message content has not been cached yet, and the 'ignoreList' is null, the message is cached before being written. If not, the message is streamed directly to the output stream without being cached.	false	true or false
mail.pop3.keepmessagecontent	If this property is set to 'true', a hard reference to the cached content is retained, preventing the memory from being reused until the folder is closed, or until the cached content is explicitly invalidated (using the 'invalidate' method).	false	true or false

Examples EXAMPLE 1

@source(type='email', @map(type='xml'), username='receiver.account', password='account.password',)define stream inputStream (name string, age int, country string);

This example illustrates how to receive events in 'xml' format via the email source. In this example, only the required parameters are defined in the stream definition. The default values are taken for the other parameters. The search term is not defined, and therefore, all the new messages in the inbox folder are polled and taken.

EXAMPLE 2

@source(type='email', @map(type='xml'), username='receiver.account', password='account.password',store = 'imap',host = 'imap.gmail.com',port = '993',searchTerm = 'subject:Stream Processor, from: from.account@ , cc: cc.account',polling.interval='500',action.after.processed='DELETE',content.type='text/html,)define stream inputStream (name string, age int, country string);

This example illustrates how to receive events in 'xml' format via the email source. The email source polls the mail account every 500 seconds to check whether any new mails have arrived. It processes new mails only if they satisfy the conditions specified for the email search term (the value for 'from' of the email message should be 'from.account@.<host name>', and the message should contain 'cc.account' in the cc receipient list and the word 'Stream Processor' in the mail subject). in this example, the action after processing is 'DELETE'. Therefore,after processing the event, corresponding mail is deleted from the mail folder.

file (Source)¶

File Source provides the functionality for user to feed data to siddhi from files. Both text and binary files are supported by file source.

Origin: siddhi-io-file:2.0.6.SNAPSHOT

Syntax

@source(type="file", dir.uri="<STRING>", file.uri="<STRING>", mode="<STRING>", tailing="<BOOL>", action.after.process="<STRING>", action.after.failure="<STRING>", move.after.process="<STRING>", move.after.failure="<STRING>", begin.regex="<STRING>", end.regex="<STRING>", file.polling.interval="<STRING>", dir.polling.interval="<STRING>", timeout="<STRING>", file.read.wait.timeout="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
dir.uri	Used to specify a directory to be processed. All the files inside this directory will be processed. Only one of 'dir.uri' and 'file.uri' should be provided. This uri MUST have the respective protocol specified.		STRING	No	No
file.uri	Used to specify a file to be processed. Only one of 'dir.uri' and 'file.uri' should be provided. This uri MUST have the respective protocol specified.		STRING	No	No
mode	This parameter is used to specify how files in given directory should.Possible values for this parameter are, 1. TEXT.FULL : to read a text file completely at once. 2. BINARY.FULL : to read a binary file completely at once. 3. LINE : to read a text file line by line. 4. REGEX : to read a text file and extract data using a regex.	line	STRING	Yes	No
tailing	This can either have value true or false. By default it will be true. This attribute allows user to specify whether the file should be tailed or not. If tailing is enabled, the first file of the directory will be tailed. Also tailing should not be enabled in 'binary.full' or 'text.full' modes.	true	BOOL	Yes	No
action.after.process	This parameter is used to specify the action which should be carried out after processing a file in the given directory. It can be either DELETE or MOVE and default value will be 'DELETE'. If the action.after.process is MOVE, user must specify the location to move consumed files using 'move.after.process' parameter.	delete	STRING	Yes	No
action.after.failure	This parameter is used to specify the action which should be carried out if a failure occurred during the process. It can be either DELETE or MOVE and default value will be 'DELETE'. If the action.after.failure is MOVE, user must specify the location to move consumed files using 'move.after.failure' parameter.	delete	STRING	Yes	No
move.after.process	If action.after.process is MOVE, user must specify the location to move consumed files using 'move.after.process' parameter. This should be the absolute path of the file that going to be created after moving is done. This uri MUST have the respective protocol specified.		STRING	No	No
move.after.failure	If action.after.failure is MOVE, user must specify the location to move consumed files using 'move.after.failure' parameter. This should be the absolute path of the file that going to be created after moving is done. This uri MUST have the respective protocol specified.		STRING	No	No
begin.regex	This will define the regex to be matched at the beginning of the retrieved content.	None	STRING	Yes	No
end.regex	This will define the regex to be matched at the end of the retrieved content.	None	STRING	Yes	No
file.polling.interval	This parameter is used to specify the time period (in milliseconds) of a polling cycle for a file.	1000	STRING	Yes	No
dir.polling.interval	This parameter is used to specify the time period (in milliseconds) of a polling cycle for a directory.	1000	STRING	Yes	No
timeout	This parameter is used to specify the maximum time period (in milliseconds) for waiting until a file is processed.	5000	STRING	Yes	No
file.read.wait.timeout	This parameter is used to specify the maximum time period (in milliseconds) till it waits before retrying to read the full file content.	1000	STRING	Yes	No

Examples EXAMPLE 1

@source(type='file',
mode='text.full',
tailing='false'
 dir.uri='file://abc/xyz',
action.after.process='delete',
@map(type='json')) 
define stream FooStream (symbol string, price float, volume long);

Under above configuration, all the files in directory will be picked and read one by one.
In this case, it's assumed that all the files contains json valid json strings with keys 'symbol','price' and 'volume'.
Once a file is read, its content will be converted to an event using siddhi-map-json extension and then, that event will be received to the FooStream.
Finally, after reading is finished, the file will be deleted.

EXAMPLE 2

@source(type='file',
mode='files.repo.line',
tailing='true',
dir.uri='file://abc/xyz',
@map(type='json')) 
define stream FooStream (symbol string, price float, volume long);

Under above configuration, the first file in directory '/abc/xyz' will be picked and read line by line.
In this case, it is assumed that the file contains lines json strings.
For each line, line content will be converted to an event using siddhi-map-json extension and then, that event will be received to the FooStream.
Once file content is completely read, it will keep checking whether a new entry is added to the file or not.
If such entry is added, it will be immediately picked up and processed.

EXAMPLE 3

@source(type='file',
mode='text.full',
tailing='false'
 dir.uri='file://abc/xyz',
action.after.process='delete',
@map(type='csv' @attributes(eof = 'trp:eof', fp = 'trp:file.path'))) 
define stream FooStream (symbol string, price float, volume long);

Under above configuration, all the files in directory will be picked and read one by one.
In this case, it's assumed that all the files contains valid json strings with keys 'symbol' and 'price'.
Once a file is read, its content will be converted to an event using siddhi-map-json with additional eof attribute and then, that event will be received to the FooStream.
Finally, after reading is finished, the file will be deleted.

grpc (Source)¶

This extension starts a grpc server during initialization time. The server listens to requests from grpc stubs. This source has a default mode of operation and custom user defined grpc service mode. By default this uses EventService. Please find the proto definition here. In the default mode this source will use EventService consume method. Please find the custom protobuf definition that uses in examples here. This method will receive requests and injects them into stream through a mapper.

Origin: siddhi-io-grpc:1.0.9.SNAPSHOT

Syntax

@source(type="grpc", receiver.url="<STRING>", max.inbound.message.size="<INT>", max.inbound.metadata.size="<INT>", server.shutdown.waiting.time="<LONG>", truststore.file="<STRING>", truststore.password="<STRING>", truststore.algorithm="<STRING>", tls.store.type="<STRING>", keystore.file="<STRING>", keystore.password="<STRING>", keystore.algorithm="<STRING>", enable.ssl="<BOOL>", mutual.auth.enabled="<BOOL>", threadpool.size="<INT>", threadpool.buffer.size="<INT>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
receiver.url	The url which can be used by a client to access the grpc server in this extension. This url should consist the host hostPort, port, fully qualified service name, method name in the following format. `grpc://0.0.0.0:9763/<serviceName>/<methodName>` For example: grpc://0.0.0.0:9763/org.wso2.grpc.EventService/consume		STRING	No	No
max.inbound.message.size	Sets the maximum message size in bytes allowed to be received on the server.	4194304	INT	Yes	No
max.inbound.metadata.size	Sets the maximum size of metadata in bytes allowed to be received.	8192	INT	Yes	No
server.shutdown.waiting.time	The time in seconds to wait for the server to shutdown, giving up if the timeout is reached.	5	LONG	Yes	No
truststore.file	the file path of truststore. If this is provided then server authentication is enabled	-	STRING	Yes	No
truststore.password	the password of truststore. If this is provided then the integrity of the keystore is checked	-	STRING	Yes	No
truststore.algorithm	the encryption algorithm to be used for server authentication	-	STRING	Yes	No
tls.store.type	TLS store type	-	STRING	Yes	No
keystore.file	the file path of keystore. If this is provided then client authentication is enabled	-	STRING	Yes	No
keystore.password	the password of keystore	-	STRING	Yes	No
keystore.algorithm	the encryption algorithm to be used for client authentication	-	STRING	Yes	No
enable.ssl	to enable ssl. If set to true and keystore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No
mutual.auth.enabled	to enable mutual authentication. If set to true and keystore.file or truststore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No
threadpool.size	Sets the maximum size of threadpool dedicated to serve requests at the gRPC server	100	INT	Yes	No
threadpool.buffer.size	Sets the maximum size of threadpool buffer server	100	INT	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
keyStoreFile	Path of the key store file	${carbon.home}/resources/security/wso2carbon.jks</td> <td style="vertical-align: top">valid path for a key store file</td> </tr> <tr> <td style="vertical-align: top">keyStorePassword</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">This is the password used with key store file</p></td> <td style="vertical-align: top">wso2carbon</td> <td style="vertical-align: top">valid password for the key store file</td> </tr> <tr> <td style="vertical-align: top">keyStoreAlgorithm</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">The encryption algorithm to be used for client authentication</p></td> <td style="vertical-align: top">SunX509</td> <td style="vertical-align: top">-</td> </tr> <tr> <td style="vertical-align: top">trustStoreFile</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">This is the trust store file with the path</p></td> <td style="vertical-align: top">$ /resources/security/client-truststore.jks	-
trustStorePassword	This is the password used with trust store file	wso2carbon	valid password for the trust store file
trustStoreAlgorithm	the encryption algorithm to be used for server authentication	SunX509	-

Examples EXAMPLE 1

@source(type='grpc',
       receiver.url='grpc://localhost:8888/org.wso2.grpc.EventService/consume',
       @map(type='json'))
define stream BarStream (message String);

Here the port is given as 8888. So a grpc server will be started on port 8888 and the server will expose EventService. This is the default service packed with the source. In EventService the consume method is

EXAMPLE 2

@source(type='grpc',
       receiver.url='grpc://localhost:8888/org.wso2.grpc.EventService/consume',
       @map(type='json', @attributes(name='trp:name', age='trp:age', message='message')))
define stream BarStream (message String, name String, age int);

Here we are getting headers sent with the request as transport properties and injecting them into the stream. With each request a header will be sent in MetaData in the following format: 'Name:John', 'Age:23'

EXAMPLE 3

@source(type='grpc',
       receiver.url='grpc://localhost:8888/org.wso2.grpc.MyService/send',
       @map(type='protobuf'))
define stream BarStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

Here the port is given as 8888. So a grpc server will be started on port 8888 and sever will keep listening to the 'send' RPC method in the 'MyService' service.

EXAMPLE 4

@source(type='grpc',
       receiver.url='grpc://localhost:8888/org.wso2.grpc.MyService/send',
       @map(type='protobuf', 
@attributes(a = 'stringValue', b = 'intValue', c = 'longValue',d = 'booleanValue', e ='floatValue', f ='doubleValue'))) 
define stream BarStream (a string ,c long,b int, d bool,e float,f double);

Here the port is given as 8888. So a grpc server will be started on port 8888 and sever will keep listening to the 'send' method in the 'MyService' service. Since we provide mapping in the stream we can use any names for stream attributes, but we have to map those names with correct protobuf message attributes' names. If we want to send metadata, we should map the attributes.

EXAMPLE 5

@source(type='grpc',
       receiver.url='grpc://localhost:8888/org.wso2.grpc.StreamService/clientStream',
       @map(type='protobuf')) 
define stream BarStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

Here we receive a stream of requests to the grpc source. Whenever we want to use streaming with grpc source, we have to define the RPC method as client streaming method (look at the sample proto file provided in the resource folderhere), when we define a stream method siddhi will identify it as a stream RPC method and ready to accept stream of request from the client.

grpc-call-response (Source)¶

This grpc source receives responses received from gRPC server for requests sent from a grpc-call sink. The source will receive responses for sink with the same sink.id. For example if you have a gRPC sink with sink.id 15 then we need to set the sink.id as 15 in the source to receives responses. Sinks and sources have 1:1 mapping

Origin: siddhi-io-grpc:1.0.9.SNAPSHOT

Syntax

@source(type="grpc-call-response", sink.id="<INT>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
sink.id	a unique ID that should be set for each grpc-call source. There is a 1:1 mapping between grpc-call sinks and grpc-call-response sources. Each sink has one particular source listening to the responses to requests published from that sink. So the same sink.id should be given when writing the sink also.		INT	No	No

Examples EXAMPLE 1

@source(type='grpc-call-response', sink.id= '1')
define stream BarStream (message String);@sink(type='grpc-call',
      publisher.url = 'grpc://194.23.98.100:8080/EventService/process',
      sink.id= '1', @map(type='json'))
define stream FooStream (message String);

Here we are listening to responses for requests sent from the sink with sink.id 1 will be received here. The results will be injected into BarStream

grpc-service (Source)¶

This extension implements a grpc server for receiving and responding to requests. During initialization time a grpc server is started on the user specified port exposing the required service as given in the url. This source also has a default mode and a user defined grpc service mode. By default this uses EventService. Please find the proto definition here In the default mode this will use the EventService process method. Please find the custom protobuf definition that uses in examples here. This accepts grpc message class Event as defined in the EventService proto. This uses grpc-service-response sink to send reponses back in the same Event message format.

Origin: siddhi-io-grpc:1.0.9.SNAPSHOT

Syntax

@source(type="grpc-service", receiver.url="<STRING>", max.inbound.message.size="<INT>", max.inbound.metadata.size="<INT>", service.timeout="<INT>", server.shutdown.waiting.time="<LONG>", truststore.file="<STRING>", truststore.password="<STRING>", truststore.algorithm="<STRING>", tls.store.type="<STRING>", keystore.file="<STRING>", keystore.password="<STRING>", keystore.algorithm="<STRING>", enable.ssl="<BOOL>", mutual.auth.enabled="<BOOL>", threadpool.size="<INT>", threadpool.buffer.size="<INT>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
receiver.url	The url which can be used by a client to access the grpc server in this extension. This url should consist the host hostPort, port, fully qualified service name, method name in the following format. `grpc://0.0.0.0:9763/<serviceName>/<methodName>` For example: grpc://0.0.0.0:9763/org.wso2.grpc.EventService/consume		STRING	No	No
max.inbound.message.size	Sets the maximum message size in bytes allowed to be received on the server.	4194304	INT	Yes	No
max.inbound.metadata.size	Sets the maximum size of metadata in bytes allowed to be received.	8192	INT	Yes	No
service.timeout	The period of time in milliseconds to wait for siddhi to respond to a request received. After this time period of receiving a request it will be closed with an error message.	10000	INT	Yes	No
server.shutdown.waiting.time	The time in seconds to wait for the server to shutdown, giving up if the timeout is reached.	5	LONG	Yes	No
truststore.file	the file path of truststore. If this is provided then server authentication is enabled	-	STRING	Yes	No
truststore.password	the password of truststore. If this is provided then the integrity of the keystore is checked	-	STRING	Yes	No
truststore.algorithm	the encryption algorithm to be used for server authentication	-	STRING	Yes	No
tls.store.type	TLS store type	-	STRING	Yes	No
keystore.file	the file path of keystore. If this is provided then client authentication is enabled	-	STRING	Yes	No
keystore.password	the password of keystore	-	STRING	Yes	No
keystore.algorithm	the encryption algorithm to be used for client authentication	-	STRING	Yes	No
enable.ssl	to enable ssl. If set to true and keystore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No
mutual.auth.enabled	to enable mutual authentication. If set to true and truststore.file or keystore.file is not given then it will be set to default carbon jks by default	FALSE	BOOL	Yes	No
threadpool.size	Sets the maximum size of threadpool dedicated to serve requests at the gRPC server	100	INT	Yes	No
threadpool.buffer.size	Sets the maximum size of threadpool buffer server	100	INT	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
keyStoreFile	This is the key store file with the path	${carbon.home}/resources/security/wso2carbon.jks</td> <td style="vertical-align: top">valid path for a key store file</td> </tr> <tr> <td style="vertical-align: top">keyStorePassword</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">This is the password used with key store file</p></td> <td style="vertical-align: top">wso2carbon</td> <td style="vertical-align: top">valid password for the key store file</td> </tr> <tr> <td style="vertical-align: top">keyStoreAlgorithm</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">The encryption algorithm to be used for client authentication</p></td> <td style="vertical-align: top">SunX509</td> <td style="vertical-align: top">-</td> </tr> <tr> <td style="vertical-align: top">trustStoreFile</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">This is the trust store file with the path</p></td> <td style="vertical-align: top">$ /resources/security/client-truststore.jks	-
trustStorePassword	This is the password used with trust store file	wso2carbon	valid password for the trust store file
trustStoreAlgorithm	the encryption algorithm to be used for server authentication	SunX509	-

Examples EXAMPLE 1

@source(type='grpc-service',
       receiver.url='grpc://localhost:8888/org.wso2.grpc.EventService/process',
       source.id='1',
       @map(type='json', @attributes(messageId='trp:messageId', message='message')))
define stream FooStream (messageId String, message String);

Here a grpc server will be started at port 8888. The process method of EventService will be exposed for clients. source.id is set as 1. So a grpc-service-response sink with source.id = 1 will send responses back for requests received to this source. Note that it is required to specify the transport property messageId since we need to correlate the request message with the response.

EXAMPLE 2

@sink(type='grpc-service-response',
      source.id='1',
      message.id='{{messageId}}',
      @map(type='json'))
define stream BarStream (messageId String, message String);

@source(type='grpc-service',
       receiver.url='grpc://134.23.43.35:8080/org.wso2.grpc.EventService/process',
       source.id='1',
       @map(type='json', @attributes(messageId='trp:messageId', message='message')))
define stream FooStream (messageId String, message String);

from FooStream
select * 
insert into BarStream;

The grpc requests are received through the grpc-service sink. Each received event is sent back through grpc-service-source. This is just a passthrough through Siddhi as we are selecting everything from FooStream and inserting into BarStream.

EXAMPLE 3

@source(type='grpc-service', source.id='1' 
       receiver.url='grpc://locanhost:8888/org.wso2.grpc.EventService/consume', 
       @map(type='json', @attributes(name='trp:name', age='trp:age', message='message'))) define stream BarStream (message String, name String, age int);

Here we are getting headers sent with the request as transport properties and injecting them into the stream. With each request a header will be sent in MetaData in the following format: 'Name:John', 'Age:23'

EXAMPLE 4

@sink(type='grpc-service-response',
      source.id='1',
      message.id='{{messageId}}',
      @map(type='protobuf',
@payload(stringValue='a',intValue='b',longValue='c',booleanValue='d',floatValue = 'e', doubleValue ='f')))
define stream BarStream (a string,messageId string, b int,c long,d bool,e float,f double);

@source(type='grpc-service',
       receiver.url='grpc://134.23.43.35:8888/org.wso2.grpc.test.MyService/process',
       source.id='1',
       @map(type='protobuf', @attributes(messageId='trp:message.id', a = 'stringValue', b = 'intValue', c = 'longValue',d = 'booleanValue', e = 'floatValue', f ='doubleValue')))
define stream FooStream (a string,messageId string, b int,c long,d bool,e float,f double);

from FooStream
select * 
insert into BarStream;

Here a grpc server will be started at port 8888. The process method of the MyService will be exposed to the clients. 'source.id' is set as 1. So a grpc-service-response sink with source.id = 1 will send responses back for requests received to this source. Note that it is required to specify the transport property messageId since we need to correlate the request message with the response and also we should map stream attributes with correct protobuf message attributes even they define using the same name as protobuf message attributes.

http (Source)¶

HTTP source receives POST requests via HTTP and HTTPS protocols in format such as text, XML and JSON. It also supports basic authentication to ensure events are received from authorized users/systems.
The request headers and properties can be accessed via transport properties in the format trp:<header>.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@source(type="http", receiver.url="<STRING>", basic.auth.enabled="<STRING>", worker.count="<INT>", socket.idle.timeout="<INT>", ssl.verify.client="<STRING>", ssl.protocol="<STRING>", tls.store.type="<STRING>", ssl.configurations="<STRING>", request.size.validation.configurations="<STRING>", header.validation.configurations="<STRING>", server.bootstrap.configurations="<STRING>", trace.log.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
receiver.url	The URL on which events should be received. To enable SSL use `https` protocol in the url.	`http://0.0.0.0:9763/<appNAme>/<streamName>`	STRING	Yes	No
basic.auth.enabled	This only works in VM, Docker and Kubernetes. Where when enabled it authenticates each request using the `Authorization:'Basic encodeBase64(username:Password)'` header.	false	STRING	Yes	No
worker.count	The number of active worker threads to serve the incoming events. By default the value is set to `1` to ensure events are processed in the same order they arrived. By increasing this value, higher performance can be achieved in the expense of loosing event ordering.	1	INT	Yes	No
socket.idle.timeout	Idle timeout for HTTP connection in millis.	120000	INT	Yes	No
ssl.verify.client	The type of client certificate verification. Supported values are `require`, `optional`.	-	STRING	Yes	No
ssl.protocol	SSL/TLS protocol.	TLS	STRING	Yes	No
tls.store.type	TLS store type.	JKS	STRING	Yes	No
ssl.configurations	SSL/TSL configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported parameters: - SSL/TLS protocols: `'sslEnabledProtocols:TLSv1.1,TLSv1.2'` - List of ciphers: `'ciphers:TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256'` - Enable session creation: `'client.enable.session.creation:true'` - Supported server names: `'server.suported.server.names:server'` - Add HTTP SNIMatcher: `'server.supported.snimatchers:SNIMatcher'`	-	STRING	Yes	No
request.size.validation.configurations	Configurations to validate the HTTP request size. Expected format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Enable request size validation: `'request.size.validation:true'` If request size is validated - Maximum request size: `'request.size.validation.maximum.value:2048'` - Response status code when request size validation fails: `'request.size.validation.reject.status.code:401'` - Response message when request size validation fails: `'request.size.validation.reject.message:Message is bigger than the valid size'` - Response Content-Type when request size validation fails: `'request.size.validation.reject.message.content.type:plain/text'`	-	STRING	Yes	No
header.validation.configurations	Configurations to validate HTTP headers. Expected format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Enable header size validation: `'header.size.validation:true'` If header size is validated - Maximum length of initial line: `'header.validation.maximum.request.line:4096'` - Maximum length of all headers: `'header.validation.maximum.size:8192'` - Maximum length of the content or each chunk: `'header.validation.maximum.chunk.size:8192'` - Response status code when header validation fails: `'header.validation.reject.status.code:401'` - Response message when header validation fails: `'header.validation.reject.message:Message header is bigger than the valid size'` - Response Content-Type when header validation fails: `'header.validation.reject.message.content.type:plain/text'`	-	STRING	Yes	No
server.bootstrap.configurations	Server bootstrap configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Server connect timeout in millis: `'server.bootstrap.connect.timeout:15000'` - Server socket timeout in seconds: `'server.bootstrap.socket.timeout:15'` - Enable TCP no delay: `'server.bootstrap.nodelay:true'` - Enable server keep alive: `'server.bootstrap.keepalive:true'` - Send buffer size: `'server.bootstrap.sendbuffersize:1048576'` - Receive buffer size: `'server.bootstrap.recievebuffersize:1048576'` - Number of connections queued: `'server.bootstrap.socket.backlog:100'`	-	STRING	Yes	No
trace.log.enabled	Enable trace log for traffic monitoring.	false	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
serverBootstrapBossGroupSize	Number of boss threads to accept incoming connections.	Number of available processors	Any positive integer
serverBootstrapWorkerGroupSize	Number of worker threads to accept the connections from boss threads and perform non-blocking read and write from one or more channels.	(Number of available processors) * 2	Any positive integer
serverBootstrapClientGroupSize	Number of client threads to perform non-blocking read and write to one or more channels.	(Number of available processors) * 2	Any positive integer
defaultHost	The default host of the transport.	0.0.0.0	Any valid host
defaultScheme	The default protocol.	http	http https
defaultHttpPort	The default HTTP port when default scheme is `http`.	8280	Any valid port
defaultHttpsPort	The default HTTPS port when default scheme is `https`.	8243	Any valid port
keyStoreLocation	The default keystore file path.	`${carbon.home}/resources/security/wso2carbon.jks`	Path to `.jks` file
keyStorePassword	The default keystore password.	wso2carbon	Keystore password as string

Examples EXAMPLE 1

@app.name('StockProcessor')

@source(type='http', @map(type = 'json'))
define stream StockStream (symbol string, price float, volume long);

Above HTTP source listeners on url http://0.0.0.0:9763/StockProcessor/StockStream for JSON messages on the format:

{
  "event": {
    "symbol": "FB",
    "price": 24.5,
    "volume": 5000
  }
}

It maps the incoming messages and sends them to StockStream for processing.

EXAMPLE 2

@source(type='http', receiver.url='http://localhost:5005/stocks',
        @map(type = 'xml'))
define stream StockStream (symbol string, price float, volume long);

Above HTTP source listeners on url http://localhost:5005/stocks for JSON messages on the format:

<events>
    <event>
        <symbol>Fb</symbol>
        <price>55.6</price>
        <volume>100</volume>
    </event>
</events>

It maps the incoming messages and sends them to StockStream for processing.

http-call-response (Source)¶

The http-call-response source receives the responses for the calls made by its corresponding http-call sink, and maps them from formats such as text, XML and JSON.
To handle messages with different http status codes having different formats, multiple http-call-response sources are allowed to associate with a single http-call sink.
It allows accessing the attributes of the event that initiated the call, and the response headers and properties via transport properties in the format trp:<attribute name> and trp:<header/property> respectively.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@source(type="http-call-response", sink.id="<STRING>", http.status.code="<STRING>", allow.streaming.responses="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
sink.id	Identifier to correlate the http-call-response source with its corresponding http-call sink that published the messages.		STRING	No	No
http.status.code	The matching http responses status code regex, that is used to filter the the messages which will be processed by the source.Eg: `http.status.code = '200'`, `http.status.code = '4\d+'`	200	STRING	Yes	No
allow.streaming.responses	Enable consuming responses on a streaming manner.	false	BOOL	Yes	No

Examples EXAMPLE 1

@sink(type='http-call', method='POST',
      publisher.url='http://localhost:8005/registry/employee',
      sink.id='employee-info', @map(type='json')) 
define stream EmployeeRequestStream (name string, id int);

@source(type='http-call-response', sink.id='employee-info',
        http.status.code='2\\d+',
        @map(type='json',
             @attributes(name='trp:name', id='trp:id',
                         location='$.town', age='$.age')))
define stream EmployeeResponseStream(name string, id int,
                                     location string, age int);

@source(type='http-call-response', sink.id='employee-info',
        http.status.code='4\\d+',
        @map(type='text', regex.A='((.|\n)*)',
             @attributes(error='A[1]')))
define stream EmployeeErrorStream(error string);

When events arrive in EmployeeRequestStream, http-call sink makes calls to endpoint on url http://localhost:8005/registry/employee with POST method and Content-Type application/json.
If the arriving event has attributes name:John and id:1423 it will send a message with default JSON mapping as follows:

{
  "event": {
    "name": "John",
    "id": 1423
  }
}

When the endpoint responds with status code in the range of 200 the message will be received by the http-call-response source associated with the EmployeeResponseStream stream, because it is correlated with the sink by the same sink.id employee-info and as that expects messages with http.status.code in regex format 2\d+. If the response message is in the format

{
  "town": "NY",
  "age": 24
}

the source maps the location and age attributes by executing JSON path on the message and maps the name and id attributes by extracting them from the request event via as transport properties.
If the response status code is in the range of 400 then the message will be received by the http-call-response source associated with the EmployeeErrorStream stream, because it is correlated with the sink by the same sink.id employee-info and it expects messages with http.status.code in regex format 4\d+, and maps the error response to the error attribute of the event.

http-request (Source)¶

Deprecated

(Use http-service source instead).
The http-request source receives POST requests via HTTP and HTTPS protocols in format such as text, XML and JSON and sends responses via its corresponding http-response sink correlated through a unique source.id.
For request and response correlation, it generates a messageId upon each incoming request and expose it via transport properties in the format trp:messageId to correlate them with the responses at the http-response sink.
The request headers and properties can be accessed via transport properties in the format trp:<header>.
It also supports basic authentication to ensure events are received from authorized users/systems.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@source(type="http-request", receiver.url="<STRING>", source.id="<STRING>", connection.timeout="<INT>", basic.auth.enabled="<STRING>", worker.count="<INT>", socket.idle.timeout="<INT>", ssl.verify.client="<STRING>", ssl.protocol="<STRING>", tls.store.type="<STRING>", ssl.configurations="<STRING>", request.size.validation.configurations="<STRING>", header.validation.configurations="<STRING>", server.bootstrap.configurations="<STRING>", trace.log.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
receiver.url	The URL on which events should be received. To enable SSL use `https` protocol in the url.	`http://0.0.0.0:9763/<appNAme>/<streamName>`	STRING	Yes	No
source.id	Identifier to correlate the http-request source to its corresponding http-response sinks to send responses.		STRING	No	No
connection.timeout	Connection timeout in millis. The system will send a timeout, if a corresponding response is not sent by an associated http-response sink within the given time.	120000	INT	Yes	No
basic.auth.enabled	This only works in VM, Docker and Kubernetes. Where when enabled it authenticates each request using the `Authorization:'Basic encodeBase64(username:Password)'` header.	false	STRING	Yes	No
worker.count	The number of active worker threads to serve the incoming events. By default the value is set to `1` to ensure events are processed in the same order they arrived. By increasing this value, higher performance can be achieved in the expense of loosing event ordering.	1	INT	Yes	No
socket.idle.timeout	Idle timeout for HTTP connection in millis.	120000	INT	Yes	No
ssl.verify.client	The type of client certificate verification. Supported values are `require`, `optional`.	-	STRING	Yes	No
ssl.protocol	SSL/TLS protocol.	TLS	STRING	Yes	No
tls.store.type	TLS store type.	JKS	STRING	Yes	No
ssl.configurations	SSL/TSL configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported parameters: - SSL/TLS protocols: `'sslEnabledProtocols:TLSv1.1,TLSv1.2'` - List of ciphers: `'ciphers:TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256'` - Enable session creation: `'client.enable.session.creation:true'` - Supported server names: `'server.suported.server.names:server'` - Add HTTP SNIMatcher: `'server.supported.snimatchers:SNIMatcher'`	-	STRING	Yes	No
request.size.validation.configurations	Configurations to validate the HTTP request size. Expected format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Enable request size validation: `'request.size.validation:true'` If request size is validated - Maximum request size: `'request.size.validation.maximum.value:2048'` - Response status code when request size validation fails: `'request.size.validation.reject.status.code:401'` - Response message when request size validation fails: `'request.size.validation.reject.message:Message is bigger than the valid size'` - Response Content-Type when request size validation fails: `'request.size.validation.reject.message.content.type:plain/text'`	-	STRING	Yes	No
header.validation.configurations	Configurations to validate HTTP headers. Expected format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Enable header size validation: `'header.size.validation:true'` If header size is validated - Maximum length of initial line: `'header.validation.maximum.request.line:4096'` - Maximum length of all headers: `'header.validation.maximum.size:8192'` - Maximum length of the content or each chunk: `'header.validation.maximum.chunk.size:8192'` - Response status code when header validation fails: `'header.validation.reject.status.code:401'` - Response message when header validation fails: `'header.validation.reject.message:Message header is bigger than the valid size'` - Response Content-Type when header validation fails: `'header.validation.reject.message.content.type:plain/text'`	-	STRING	Yes	No
server.bootstrap.configurations	Server bootstrap configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Server connect timeout in millis: `'server.bootstrap.connect.timeout:15000'` - Server socket timeout in seconds: `'server.bootstrap.socket.timeout:15'` - Enable TCP no delay: `'server.bootstrap.nodelay:true'` - Enable server keep alive: `'server.bootstrap.keepalive:true'` - Send buffer size: `'server.bootstrap.sendbuffersize:1048576'` - Receive buffer size: `'server.bootstrap.recievebuffersize:1048576'` - Number of connections queued: `'server.bootstrap.socket.backlog:100'`	-	STRING	Yes	No
trace.log.enabled	Enable trace log for traffic monitoring.	false	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
serverBootstrapBossGroupSize	Number of boss threads to accept incoming connections.	Number of available processors	Any positive integer
serverBootstrapWorkerGroupSize	Number of worker threads to accept the connections from boss threads and perform non-blocking read and write from one or more channels.	(Number of available processors) * 2	Any positive integer
serverBootstrapClientGroupSize	Number of client threads to perform non-blocking read and write to one or more channels.	(Number of available processors) * 2	Any positive integer
defaultHost	The default host of the transport.	0.0.0.0	Any valid host
defaultScheme	The default protocol.	http	http https
defaultHttpPort	The default HTTP port when default scheme is `http`.	8280	Any valid port
defaultHttpsPort	The default HTTPS port when default scheme is `https`.	8243	Any valid port
keyStoreLocation	The default keystore file path.	`${carbon.home}/resources/security/wso2carbon.jks`	Path to `.jks` file
keyStorePassword	The default keystore password.	wso2carbon	Keystore password as string

Examples EXAMPLE 1

@source(type='http-request', receiver.url='http://localhost:5005/add',
        source.id='adder',
        @map(type='json, @attributes(messageId='trp:messageId',
                                     value1='$.event.value1',
                                     value2='$.event.value2')))
define stream AddStream (messageId string, value1 long, value2 long);

@sink(type='http-response', source.id='adder',
      message.id='{{messageId}}', @map(type = 'json'))
define stream ResultStream (messageId string, results long);

@info(name = 'query1')
from AddStream 
select messageId, value1 + value2 as results 
insert into ResultStream;

Above sample listens events on http://localhost:5005/stocks url for JSON messages on the format:

{
  "event": {
    "value1": 3,
    "value2": 4
  }
}

Map the vents into AddStream, process the events through query query1, and sends the results produced on ResultStream via http-response sink on the message format:

{
  "event": {
    "results": 7
  }
}

http-response (Source)¶

Deprecated

(Use http-call-response source instead).
The http-response source receives the responses for the calls made by its corresponding http-request sink, and maps them from formats such as text, XML and JSON.
To handle messages with different http status codes having different formats, multiple http-response sources are allowed to associate with a single http-request sink. It allows accessing the attributes of the event that initiated the call, and the response headers and properties via transport properties in the format trp:<attribute name> and trp:<header/property> respectively.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@source(type="http-response", sink.id="<STRING>", http.status.code="<STRING>", allow.streaming.responses="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
sink.id	Identifier to correlate the http-response source with its corresponding http-request sink that published the messages.		STRING	No	No
http.status.code	The matching http responses status code regex, that is used to filter the the messages which will be processed by the source.Eg: `http.status.code = '200'`, `http.status.code = '4\d+'`	200	STRING	Yes	No
allow.streaming.responses	Enable consuming responses on a streaming manner.	false	BOOL	Yes	No

Examples EXAMPLE 1

@sink(type='http-request', method='POST',
      publisher.url='http://localhost:8005/registry/employee',
      sink.id='employee-info', @map(type='json')) 
define stream EmployeeRequestStream (name string, id int);

@source(type='http-response', sink.id='employee-info',
        http.status.code='2\\d+',
        @map(type='json',
             @attributes(name='trp:name', id='trp:id',
                         location='$.town', age='$.age')))
define stream EmployeeResponseStream(name string, id int,
                                     location string, age int);

@source(type='http-response', sink.id='employee-info',
        http.status.code='4\\d+',
        @map(type='text', regex.A='((.|\n)*)',
             @attributes(error='A[1]')))
define stream EmployeeErrorStream(error string);

When events arrive in EmployeeRequestStream, http-request sink makes calls to endpoint on url http://localhost:8005/registry/employee with POST method and Content-Type application/json.
If the arriving event has attributes name:John and id:1423 it will send a message with default JSON mapping as follows:

{
  "event": {
    "name": "John",
    "id": 1423
  }
}

When the endpoint responds with status code in the range of 200 the message will be received by the http-response source associated with the EmployeeResponseStream stream, because it is correlated with the sink by the same sink.id employee-info and as that expects messages with http.status.code in regex format 2\d+. If the response message is in the format

{
  "town": "NY",
  "age": 24
}

the source maps the location and age attributes by executing JSON path on the message and maps the name and id attributes by extracting them from the request event via as transport properties.
If the response status code is in the range of 400 then the message will be received by the http-response source associated with the EmployeeErrorStream stream, because it is correlated with the sink by the same sink.id employee-info and it expects messages with http.status.code in regex format 4\d+, and maps the error response to the error attribute of the event.

http-service (Source)¶

The http-service source receives POST requests via HTTP and HTTPS protocols in format such as text, XML and JSON and sends responses via its corresponding http-service-response sink correlated through a unique source.id.
For request and response correlation, it generates a messageId upon each incoming request and expose it via transport properties in the format trp:messageId to correlate them with the responses at the http-service-response sink.
The request headers and properties can be accessed via transport properties in the format trp:<header>.
It also supports basic authentication to ensure events are received from authorized users/systems.

Origin: siddhi-io-http:2.2.1.SNAPSHOT

Syntax

@source(type="http-service", receiver.url="<STRING>", source.id="<STRING>", connection.timeout="<INT>", basic.auth.enabled="<STRING>", worker.count="<INT>", socket.idle.timeout="<INT>", ssl.verify.client="<STRING>", ssl.protocol="<STRING>", tls.store.type="<STRING>", ssl.configurations="<STRING>", request.size.validation.configurations="<STRING>", header.validation.configurations="<STRING>", server.bootstrap.configurations="<STRING>", trace.log.enabled="<BOOL>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
receiver.url	The URL on which events should be received. To enable SSL use `https` protocol in the url.	`http://0.0.0.0:9763/<appNAme>/<streamName>`	STRING	Yes	No
source.id	Identifier to correlate the http-service source to its corresponding http-service-response sinks to send responses.		STRING	No	No
connection.timeout	Connection timeout in millis. The system will send a timeout, if a corresponding response is not sent by an associated http-service-response sink within the given time.	120000	INT	Yes	No
basic.auth.enabled	This only works in VM, Docker and Kubernetes. Where when enabled it authenticates each request using the `Authorization:'Basic encodeBase64(username:Password)'` header.	false	STRING	Yes	No
worker.count	The number of active worker threads to serve the incoming events. By default the value is set to `1` to ensure events are processed in the same order they arrived. By increasing this value, higher performance can be achieved in the expense of loosing event ordering.	1	INT	Yes	No
socket.idle.timeout	Idle timeout for HTTP connection in millis.	120000	INT	Yes	No
ssl.verify.client	The type of client certificate verification. Supported values are `require`, `optional`.	-	STRING	Yes	No
ssl.protocol	SSL/TLS protocol.	TLS	STRING	Yes	No
tls.store.type	TLS store type.	JKS	STRING	Yes	No
ssl.configurations	SSL/TSL configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported parameters: - SSL/TLS protocols: `'sslEnabledProtocols:TLSv1.1,TLSv1.2'` - List of ciphers: `'ciphers:TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256'` - Enable session creation: `'client.enable.session.creation:true'` - Supported server names: `'server.suported.server.names:server'` - Add HTTP SNIMatcher: `'server.supported.snimatchers:SNIMatcher'`	-	STRING	Yes	No
request.size.validation.configurations	Configurations to validate the HTTP request size. Expected format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Enable request size validation: `'request.size.validation:true'` If request size is validated - Maximum request size: `'request.size.validation.maximum.value:2048'` - Response status code when request size validation fails: `'request.size.validation.reject.status.code:401'` - Response message when request size validation fails: `'request.size.validation.reject.message:Message is bigger than the valid size'` - Response Content-Type when request size validation fails: `'request.size.validation.reject.message.content.type:plain/text'`	-	STRING	Yes	No
header.validation.configurations	Configurations to validate HTTP headers. Expected format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Enable header size validation: `'header.size.validation:true'` If header size is validated - Maximum length of initial line: `'header.validation.maximum.request.line:4096'` - Maximum length of all headers: `'header.validation.maximum.size:8192'` - Maximum length of the content or each chunk: `'header.validation.maximum.chunk.size:8192'` - Response status code when header validation fails: `'header.validation.reject.status.code:401'` - Response message when header validation fails: `'header.validation.reject.message:Message header is bigger than the valid size'` - Response Content-Type when header validation fails: `'header.validation.reject.message.content.type:plain/text'`	-	STRING	Yes	No
server.bootstrap.configurations	Server bootstrap configurations in format `"'<key>:<value>','<key>:<value>'"`. Some supported configurations : - Server connect timeout in millis: `'server.bootstrap.connect.timeout:15000'` - Server socket timeout in seconds: `'server.bootstrap.socket.timeout:15'` - Enable TCP no delay: `'server.bootstrap.nodelay:true'` - Enable server keep alive: `'server.bootstrap.keepalive:true'` - Send buffer size: `'server.bootstrap.sendbuffersize:1048576'` - Receive buffer size: `'server.bootstrap.recievebuffersize:1048576'` - Number of connections queued: `'server.bootstrap.socket.backlog:100'`	-	STRING	Yes	No
trace.log.enabled	Enable trace log for traffic monitoring.	false	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
serverBootstrapBossGroupSize	Number of boss threads to accept incoming connections.	Number of available processors	Any positive integer
serverBootstrapWorkerGroupSize	Number of worker threads to accept the connections from boss threads and perform non-blocking read and write from one or more channels.	(Number of available processors) * 2	Any positive integer
serverBootstrapClientGroupSize	Number of client threads to perform non-blocking read and write to one or more channels.	(Number of available processors) * 2	Any positive integer
defaultHost	The default host of the transport.	0.0.0.0	Any valid host
defaultScheme	The default protocol.	http	http https
defaultHttpPort	The default HTTP port when default scheme is `http`.	8280	Any valid port
defaultHttpsPort	The default HTTPS port when default scheme is `https`.	8243	Any valid port
keyStoreLocation	The default keystore file path.	`${carbon.home}/resources/security/wso2carbon.jks`	Path to `.jks` file
keyStorePassword	The default keystore password.	wso2carbon	Keystore password as string

Examples EXAMPLE 1

@source(type='http-service', receiver.url='http://localhost:5005/add',
        source.id='adder',
        @map(type='json, @attributes(messageId='trp:messageId',
                                     value1='$.event.value1',
                                     value2='$.event.value2')))
define stream AddStream (messageId string, value1 long, value2 long);

@sink(type='http-service-response', source.id='adder',
      message.id='{{messageId}}', @map(type = 'json'))
define stream ResultStream (messageId string, results long);

@info(name = 'query1')
from AddStream 
select messageId, value1 + value2 as results 
insert into ResultStream;

Above sample listens events on http://localhost:5005/stocks url for JSON messages on the format:

{
  "event": {
    "value1": 3,
    "value2": 4
  }
}

Map the vents into AddStream, process the events through query query1, and sends the results produced on ResultStream via http-service-response sink on the message format:

{
  "event": {
    "results": 7
  }
}

inMemory (Source)¶

In-memory source subscribes to a topic to consume events which are published on the same topic by In-memory sinks. This provides a way to connect multiple Siddhi Apps deployed under the same Siddhi Manager (JVM). Here both the publisher and subscriber should have the same event schema (stream definition) for successful data transfer.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

@source(type="inMemory", topic="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
topic	Subscribes to the events sent on the given topic.		STRING	No	No

Examples EXAMPLE 1

@source(type='inMemory', topic='Stocks', @map(type='passThrough'))
define stream StocksStream (symbol string, price float, volume long);

Here the StocksStream uses inMemory source to consume events published on the topic Stocks by the inMemory sinks deployed in the same JVM.

jms (Source)¶

JMS Source allows users to subscribe to a JMS broker and receive JMS messages. It has the ability to receive Map messages and Text messages.

Origin: siddhi-io-jms:2.0.4.SNAPSHOT

Syntax

@source(type="jms", destination="<STRING>", connection.factory.jndi.name="<STRING>", factory.initial="<STRING>", provider.url="<STRING>", connection.factory.type="<STRING>", worker.count="<INT>", connection.username="<STRING>", connection.password="<STRING>", retry.interval="<INT>", retry.count="<INT>", use.receiver="<BOOL>", subscription.durable="<BOOL>", connection.factory.nature="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
destination	Queue/Topic name which JMS Source should subscribe to		STRING	No	No
connection.factory.jndi.name	JMS Connection Factory JNDI name. This value will be used for the JNDI lookup to find the JMS Connection Factory.	QueueConnectionFactory	STRING	Yes	No
factory.initial	Naming factory initial value		STRING	No	No
provider.url	Java naming provider URL. Property for specifying configuration information for the service provider to use. The value of the property should contain a URL string (e.g. "ldap://somehost:389")		STRING	No	No
connection.factory.type	Type of the connection connection factory. This can be either queue or topic.	queue	STRING	Yes	No
worker.count	Number of worker threads listening on the given queue/topic.	1	INT	Yes	No
connection.username	username for the broker.	None	STRING	Yes	No
connection.password	Password for the broker	None	STRING	Yes	No
retry.interval	Interval between each retry attempt in case of connection failure in milliseconds.	10000	INT	Yes	No
retry.count	Number of maximum reties that will be attempted in case of connection failure with broker.	5	INT	Yes	No
use.receiver	Implementation to be used when consuming JMS messages. By default transport will use MessageListener and tweaking this property will make make use of MessageReceiver	false	BOOL	Yes	No
subscription.durable	Property to enable durable subscription.	false	BOOL	Yes	No
connection.factory.nature	Connection factory nature for the broker.	default	STRING	Yes	No

Examples EXAMPLE 1

@source(type='jms', @map(type='json'), factory.initial='org.apache.activemq.jndi.ActiveMQInitialContextFactory', provider.url='tcp://localhost:61616',destination='DAS_JMS_TEST', connection.factory.type='topic',connection.factory.jndi.name='TopicConnectionFactory')
define stream inputStream (name string, age int, country string);

This example shows how to connect to an ActiveMQ topic and receive messages.

EXAMPLE 2

@source(type='jms', @map(type='json'), factory.initial='org.apache.activemq.jndi.ActiveMQInitialContextFactory', provider.url='tcp://localhost:61616',destination='DAS_JMS_TEST' )
define stream inputStream (name string, age int, country string);

This example shows how to connect to an ActiveMQ queue and receive messages. Note that we are not providing properties like connection factory type

kafka (Source)¶

A Kafka source receives events to be processed by WSO2 SP from a topic with a partition for a Kafka cluster. The events received can be in the TEXT XML JSON or Binary format.
If the topic is not already created in the Kafka cluster, the Kafka sink creates the default partition for the given topic.

Origin: siddhi-io-kafka:5.0.8.SNAPSHOT

Syntax

@source(type="kafka", bootstrap.servers="<STRING>", topic.list="<STRING>", group.id="<STRING>", threading.option="<STRING>", partition.no.list="<STRING>", seq.enabled="<BOOL>", is.binary.message="<BOOL>", topic.offsets.map="<STRING>", enable.offsets.commit="<BOOL>", enable.async.commit="<BOOL>", optional.configuration="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
bootstrap.servers	This specifies the list of Kafka servers to which the Kafka source must listen. This list can be provided as a set of comma-separated values. e.g., `localhost:9092,localhost:9093`		STRING	No	No
topic.list	This specifies the list of topics to which the source must listen. This list can be provided as a set of comma-separated values. e.g., `topic_one,topic_two`		STRING	No	No
group.id	This is an ID to identify the Kafka source group. The group ID ensures that sources with the same topic and partition that are in the same group do not receive the same event.		STRING	No	No
threading.option	This specifies whether the Kafka source is to be run on a single thread, or in multiple threads based on a condition. Possible values are as follows: `single.thread`: To run the Kafka source on a single thread. `topic.wise`: To use a separate thread per topic. `partition.wise`: To use a separate thread per partition.		STRING	No	No
partition.no.list	The partition number list for the given topic. This is provided as a list of comma-separated values. e.g., `0,1,2,`.	0	STRING	Yes	No
seq.enabled	If this parameter is set to `true`, the sequence of the events received via the source is taken into account. Therefore, each event should contain a sequence number as an attribute value to indicate the sequence.	false	BOOL	Yes	No
is.binary.message	In order to receive binary events via the Kafka source,it is required to setthis parameter to 'True'.	false	BOOL	Yes	No
topic.offsets.map	This parameter specifies reading offsets for each topic and partition. The value for this parameter is specified in the following format: `<topic>=<offset>,<topic>=<offset>,` When an offset is defined for a topic, the Kafka source skips reading the message with the number specified as the offset as well as all the messages sent previous to that message. If the offset is not defined for a specific topic it reads messages from the beginning. e.g., `stocks=100,trades=50` reads from the 101th message of the `stocks` topic, and from the 51^st message of the `trades` topic.	null	STRING	Yes	No
enable.offsets.commit	This parameter specifies whether to commit offsets. If the manual asynchronous offset committing is needed, `enable.offsets.commit` should be `true` and `enable.auto.commit` should be `false`. If periodical committing is needed `enable.offsets.commit` should be `true` and `enable.auto.commit` should be `true`. If committing is not needed, `enable.offsets.commit` should be `false`. Note: `enable.auto.commit` is an `optional.configuration` property. If it is set to `true`, Source will periodically(default: 1000ms. Configurable with `auto.commit.interval.ms` property as an `optional.configuration`) commit its current offset (defined as the offset of the next message to be read) for the partitions it is reading from back to Kafka. To guarantee at-least-once processing, we recommend you to enable Siddhi Periodic State Persistence when `enable.auto.commit` property is set to `true`. During manual committing, it might introduce a latency during consumption.	true	BOOL	Yes	No
enable.async.commit	This parameter will changes the type of the committing offsets returned on the last poll for the subscribed list of topics and partitions. When `enable.async.commit` is set to true, committing will be an asynchronous call.	true	BOOL	Yes	No
optional.configuration	This parameter contains all the other possible configurations that the consumer is created with. e.g., `ssl.keystore.type:JKS,batch.size:200`.	null	STRING	Yes	No

Examples EXAMPLE 1

@App:name('TestExecutionPlan') 
define stream BarStream (symbol string, price float, volume long); 
@info(name = 'query1') 
@source(
type='kafka', 
topic.list='kafka_topic,kafka_topic2', 
group.id='test', 
threading.option='partition.wise', 
bootstrap.servers='localhost:9092', 
partition.no.list='0,1', 
@map(type='xml'))
Define stream FooStream (symbol string, price float, volume long);
from FooStream select symbol, price, volume insert into BarStream;

This kafka source configuration listens to the kafka_topic and kafka_topic2 topics with 0 and 1 partitions. A thread is created for each topic and partition combination. The events are received in the XML format, mapped to a Siddhi event, and sent to a stream named FooStream.

EXAMPLE 2

@App:name('TestExecutionPlan') 
define stream BarStream (symbol string, price float, volume long); 
@info(name = 'query1') 
@source(
type='kafka', 
topic.list='kafka_topic',
group.id='test', 
threading.option='single.thread',
bootstrap.servers='localhost:9092',
@map(type='xml'))
Define stream FooStream (symbol string, price float, volume long);
from FooStream select symbol, price, volume insert into BarStream;

This Kafka source configuration listens to the kafka_topic topic for the default partition because no partition.no.list is defined. Only one thread is created for the topic. The events are received in the XML format, mapped to a Siddhi event, and sent to a stream named FooStream.

kafkaMultiDC (Source)¶

The Kafka Multi-Datacenter(DC) source receives records from the same topic in brokers deployed in two different kafka clusters. It filters out all the duplicate messages and ensuresthat the events are received in the correct order using sequential numbering. It receives events in formats such as TEXT, XML JSON and Binary`.The Kafka Source creates the default partition '0' for a given topic, if the topic has not yet been created in the Kafka cluster.

Origin: siddhi-io-kafka:5.0.8.SNAPSHOT

Syntax

@source(type="kafkaMultiDC", bootstrap.servers="<STRING>", topic="<STRING>", partition.no="<INT>", is.binary.message="<BOOL>", optional.configuration="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
bootstrap.servers	This contains the kafka server list which the kafka source listens to. This is given using comma-separated values. eg: 'localhost:9092,localhost:9093'		STRING	No	No
topic	This is the topic that the source listens to. eg: 'topic_one'		STRING	No	No
partition.no	This is the partition number of the given topic.	0	INT	Yes	No
is.binary.message	In order to receive the binary events via the Kafka Multi-DC source, the value of this parameter needs to be set to 'True'.	false	BOOL	Yes	No
optional.configuration	This contains all the other possible configurations with which the consumer can be created.eg: producer.type:async,batch.size:200	null	STRING	Yes	No

Examples EXAMPLE 1

@App:name('TestExecutionPlan') 
define stream BarStream (symbol string, price float, volume long); 
@info(name = 'query1') 
@source(type='kafkaMultiDC', topic='kafka_topic', bootstrap.servers='host1:9092,host1:9093', partition.no='1', @map(type='xml'))
Define stream FooStream (symbol string, price float, volume long);
from FooStream select symbol, price, volume insert into BarStream;

The following query listens to 'kafka_topic' topic, deployed in the broker host1:9092 and host1:9093, with partition 1. A thread is created for each broker. The receiving xml events are mapped to a siddhi event and sent to the FooStream.

nats (Source)¶

NATS Source allows users to subscribe to a NATS broker and receive messages. It has the ability to receive all the message types supported by NATS.

Origin: siddhi-io-nats:2.0.11.SNAPSHOT

Syntax

@source(type="nats", destination="<STRING>", bootstrap.servers="<STRING>", client.id="<STRING>", cluster.id="<STRING>", queue.group.name="<STRING>", durable.name="<STRING>", subscription.sequence="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
destination	Subject name which NATS Source should subscribe to.		STRING	No	No
bootstrap.servers	The NATS based url of the NATS server.	nats://localhost:4222	STRING	Yes	No
client.id	The identifier of the client subscribing/connecting to the NATS broker.	None	STRING	Yes	No
cluster.id	The identifier of the NATS server/cluster.	test-cluster	STRING	Yes	No
queue.group.name	This can be used when there is a requirement to share the load of a NATS subject. Clients belongs to the same queue group share the subscription load.	None	STRING	Yes	No
durable.name	This can be used to subscribe to a subject from the last acknowledged message when a client or connection failure happens. The client can be uniquely identified using the tuple (client.id, durable.name).	None	STRING	Yes	No
subscription.sequence	This can be used to subscribe to a subject from a given number of message sequence. All the messages from the given point of sequence number will be passed to the client. If not provided then the either the persisted value or 0 will be used.	None	STRING	Yes	No

Examples EXAMPLE 1

@source(type='nats', @map(type='text'), destination='SP_NATS_INPUT_TEST', bootstrap.servers='nats://localhost:4222',client.id='nats_client',server.id='test-cluster',queue.group.name = 'group_nats',durable.name = 'nats-durable',subscription.sequence = '100')
define stream inputStream (name string, age int, country string);

This example shows how to subscribe to a NATS subject with all supporting configurations.With the following configuration the source identified as 'nats-client' will subscribes to a subject named as 'SP_NATS_INPUT_TEST' which resides in a nats instance with a cluster id of 'test-cluster', running in localhost and listening to the port 4222 for client connection. This subscription will receive all the messages from 100^th in the subject.

EXAMPLE 2

@source(type='nats', @map(type='text'), destination='SP_NATS_INPUT_TEST', )
define stream inputStream (name string, age int, country string);

This example shows how to subscribe to a NATS subject with mandatory configurations.With the following configuration the source identified with an auto generated client id will subscribes to a subject named as 'SP_NATS_INTPUT_TEST' which resides in a nats instance with a cluster id of 'test-cluster', running in localhost and listening to the port 4222 for client connection. This will receive all available messages in the subject

EXAMPLE 3

@source(type='nats', @map(type='json', @attributes(name='$.name', age='$.age', country='$.country', sequenceNum='trp:sequenceNumber')), destination='SIDDHI_NATS_SOURCE_TEST_DEST', client.id='nats_client', bootstrap.servers='nats://localhost:4222', cluster.id='test-cluster')
define stream inputStream (name string, age int, country string, sequenceNum string);

This example shows how to pass NATS Streaming sequence number to the event.

prometheus (Source)¶

This source consumes Prometheus metrics that are exported from a specified URL as Siddhi events by sending HTTP requests to the URL. Based on the source configuration, it analyzes metrics from the text response and sends them as Siddhi events through key-value mapping.The user can retrieve metrics of the 'including', 'counter', 'gauge', 'histogram', and 'summary' types. The source retrieves the metrics from a text response of the target. Therefore, it is you need to use 'string' as the attribute type for the attributes that correspond with the Prometheus metric labels. Further, the Prometheus metric value is passed through the event as 'value'. This requires you to include an attribute named 'value' in the stream definition.
The supported types for the 'value' attribute are 'INT', 'LONG', 'FLOAT', and 'DOUBLE'.

Origin: siddhi-io-prometheus:2.1.3.SNAPSHOT

Syntax

@source(type="prometheus", target.url="<STRING>", scrape.interval="<INT>", scrape.timeout="<INT>", scheme="<STRING>", metric.name="<STRING>", metric.type="<STRING>", username="<STRING>", password="<STRING>", client.truststore.file="<STRING>", client.truststore.password="<STRING>", headers="<STRING>", job="<STRING>", instance="<STRING>", grouping.key="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
target.url	This property specifies the target URL to which the Prometheus metrics are exported in the 'TEXT' format.		STRING	No	No
scrape.interval	This property specifies the time interval in seconds within which the source should send an HTTP request to the specified target URL.	60	INT	Yes	No
scrape.timeout	This property is the time duration in seconds for a scrape request to get timed-out if the server at the URL does not respond.	10	INT	Yes	No
scheme	This property specifies the scheme of the target URL. The supported schemes are 'HTTP' and 'HTTPS'.	HTTP	STRING	Yes	No
metric.name	This property specifies the name of the metrics that are to be fetched. The metric name must match the regex format, i.e., '[a-zA-Z_:][a-zA-Z0-9_:]* '.	Stream name	STRING	Yes	No
metric.type	This property specifies the type of the Prometheus metric that is required to be fetched. The supported metric types are 'counter', 'gauge'," 'histogram', and 'summary'.		STRING	No	No
username	This property specifies the username that needs to be added in the authorization header of the HTTP request if basic authentication is enabled at the target. It is required to specify both the username and the password to enable basic authentication. If you do not provide a value for one or both of these parameters, an error is logged in the console.		STRING	Yes	No
password	This property specifies the password that needs to be added in the authorization header of the HTTP request if basic authentication is enabled at the target. It is required to specify both the username and the password to enable basic authentication. If you do not provide a value for one or both of these parameters, an error is logged in the console.		STRING	Yes	No
client.truststore.file	The file path to the location of the truststore to which the client needs to send HTTPS requests via the 'HTTPS' protocol.		STRING	Yes	No
client.truststore.password	The password for the client-truststore. This is required to send HTTPS requests. A custom password can be specified if required.		STRING	Yes	No
headers	Headers that need to be included as HTTP request headers in the request. The format of the supported input is as follows, "'header1:value1','header2:value2'"		STRING	Yes	No
job	This property defines the job name of the exported Prometheus metrics that needs to be fetched.		STRING	Yes	No
instance	This property defines the instance of the exported Prometheus metrics that needs to be fetched.		STRING	Yes	No
grouping.key	This parameter specifies the grouping key of the required metrics in key-value pairs. The grouping key is used if the metrics are exported by Prometheus 'pushGateway' in order to distinguish those metrics from already existing metrics. The expected format of the grouping key is as follows: "'key1:value1','key2:value2'"		STRING	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
scrapeInterval	The default time interval in seconds for the Prometheus source to send HTTP requests to the target URL.	60	Any integer value
scrapeTimeout	The default time duration (in seconds) for an HTTP request to time-out if the server at the URL does not respond.	10	Any integer value
scheme	The scheme of the target for the Prometheus source to send HTTP requests. The supported schemes are 'HTTP' and 'HTTPS'.	HTTP	HTTP or HTTPS
username	The username that needs to be added in the authorization header of the HTTP request if basic authentication is enabled at the target. It is required to specify both the username and password to enable basic authentication. If you do not specify a value for one or both of these parameters, an error is logged in the console.		Any string
password	The password that needs to be added in the authorization header of the HTTP request if basic authentication is enabled at the target. It is required to specify both the username and password to enable basic authentication. If you do not specify a value for one or both of these parameters, an error is logged in the console.		Any string
trustStoreFile	The default file path to the location of truststore that the client needs to access in order to send HTTPS requests through 'HTTPS' protocol.	${carbon.home}/resources/security/client-truststore.jks	Any valid path for the truststore file
trustStorePassword	The default password for the client-truststore that the client needs to access in order to send HTTPS requests through 'HTTPS' protocol.	wso2carbon	Any string
headers	The headers that need to be included as HTTP request headers in the scrape request. The format of the supported input is as follows, "'header1:value1','header2:value2'"		Any valid http headers
job	The default job name of the exported Prometheus metrics that needs to be fetched.		Any valid job name
instance	The default instance of the exported Prometheus metrics that needs to be fetched.		Any valid instance name
groupingKey	The default grouping key of the required Prometheus metrics in key-value pairs. The grouping key is used if the metrics are exported by the Prometheus pushGateway in order to distinguish these metrics from already existing metrics. The expected format of the grouping key is as follows: "'key1:value1','key2:value2'"		Any valid grouping key pairs

Examples EXAMPLE 1

@source(type= 'prometheus', target.url= 'http://localhost:9080/metrics', metric.type= 'counter', metric.name= 'sweet_production_counter', @map(type= 'keyvalue'))
define stream FooStream1(metric_name string, metric_type string, help string, subtype string, name string, quantity string, value double);

In this example, the Prometheus source sends an HTTP request to the 'target.url' and analyzes the response. From the analyzed response, the source retrieves the Prometheus counter metrics with the 'sweet_production_counter' nameand converts the filtered metrics into Siddhi events using the key-value mapper.
The generated maps have keys and values as follows:
  metric_name -> sweet_production_counter
  metric_type -> counter
  help -> <help_string_of_metric>
  subtype -> null
  name -> <value_of_label_name>
  quantity -> <value_of_label_quantity>
  value -> <value_of_metric>

EXAMPLE 2

@source(type= 'prometheus', target.url= 'http://localhost:9080/metrics', metric.type= 'summary', metric.name= 'sweet_production_summary', @map(type= 'keyvalue'))
 define stream FooStream2(metric_name string, metric_type string, help string, subtype string, name string, quantity string, quantile string, value double);

In this example, the Prometheus source sends an HTTP request to the 'target.url' and analyzes the response. From the analysed response, the source retrieves the Prometheus summary metrics with the 'sweet_production_summary' nameand converts the filtered metrics into Siddhi events using the key-value mapper.
The generated maps have keys and values as follows:
  metric_name -> sweet_production_summary
  metric_type -> summary
  help -> <help_string_of_metric>
  subtype -> <'sum'/'count'/'null'>
  name -> <value_of_label_name>
  quantity -> <value_of_label_quantity>
  quantile -> <value of the quantile>
  value -> <value_of_metric>

EXAMPLE 3

@source(type= 'prometheus', target.url= 'http://localhost:9080/metrics', metric.type= 'histogram', metric.name= 'sweet_production_histogram', @map(type= 'keyvalue'))
define stream FooStream3(metric_name string, metric_type string, help string, subtype string, name string, quantity string, le string, value double);

In this example, the prometheus source sends an HTTP request to the 'target.url' and analyzes the response. From the analyzed response, the source retrieves the Prometheus histogram metrics with the 'sweet_production_histogram' name and converts the filtered metrics into Siddhi events using the key-value mapper.
The generated maps have keys and values as follows,
  metric_name -> sweet_production_histogram
  metric_type -> histogram
  help -> <help_string_of_metric>
  subtype -> <'sum'/'count'/'bucket'>
  name -> <value_of_label_name>
  quantity -> <value_of_label_quantity>
  le -> <value of the bucket>
  value -> <value_of_metric>

rabbitmq (Source)¶

The rabbitmq source receives the events from the rabbitmq broker via the AMQP protocol.

Origin: siddhi-io-rabbitmq:3.0.6.SNAPSHOT

Syntax

@source(type="rabbitmq", uri="<STRING>", heartbeat="<INT>", exchange.name="<STRING>", exchange.type="<STRING>", exchange.durable.enabled="<BOOL>", exchange.autodelete.enabled="<BOOL>", routing.key="<STRING>", headers="<STRING>", queue.name="<STRING>", queue.durable.enabled="<BOOL>", queue.exclusive.enabled="<BOOL>", queue.autodelete.enabled="<BOOL>", tls.enabled="<BOOL>", tls.truststore.path="<STRING>", tls.truststore.password="<STRING>", tls.truststore.type="<STRING>", tls.version="<STRING>", auto.ack="<BOOL>", consumer.threadpool.size="<INT>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
uri	The URI that is used to connect to an AMQP server. If no URI is specified,an error is logged in the CLI.e.g., `amqp://guest:guest`, `amqp://guest:guest@localhost:5672`		STRING	No	No
heartbeat	The period of time (in seconds) after which the peer TCP connection should be considered unreachable (down) by RabbitMQ and client libraries.	60	INT	Yes	No
exchange.name	The name of the exchange that decides what to do with a message it receives.If the `exchange.name` already exists in the RabbitMQ server, then the system uses that `exchange.name` instead of redeclaring.		STRING	No	No
exchange.type	The type of the exchange name. The exchange types available are `direct`, `fanout`, `topic` and `headers`. For a detailed description of each type, see RabbitMQ - AMQP Concepts.	direct	STRING	Yes	No
exchange.durable.enabled	If this is set to `true`, the exchange remains declared even if the broker restarts.	false	BOOL	Yes	No
exchange.autodelete.enabled	If this is set to `true`, the exchange is automatically deleted when it is not used anymore.	false	BOOL	Yes	No
routing.key	The key based on which the exchange determines how to route the message to queues. The routing key is like an address for the message. The routing.key must be initialized when the value for the `exchange.type` parameter is `direct` or `topic`.	empty	STRING	Yes	No
headers	The headers of the message. The attributes used for routing are taken from the this paremeter. A message is considered matching if the value of the header equals the value specified upon binding.	null	STRING	Yes	No
queue.name	A queue is a buffer that stores messages. If the queue name already exists in the RabbitMQ server, then the system usees that queue name instead of redeclaring it. If no value is specified for this parameter, the system uses the unique queue name that is automatically generated by the RabbitMQ server.	system generated queue name	STRING	Yes	No
queue.durable.enabled	If this parameter is set to `true`, the queue remains declared even if the broker restarts	false	BOOL	Yes	No
queue.exclusive.enabled	If this parameter is set to `true`, the queue is exclusive for the current connection. If it is set to `false`, it is also consumable by other connections.	false	BOOL	Yes	No
queue.autodelete.enabled	If this parameter is set to `true`, the queue is automatically deleted when it is not used anymore.	false	BOOL	Yes	No
tls.enabled	This parameter specifies whether an encrypted communication channel should be established or not. When this parameter is set to `true`, the `tls.truststore.path` and `tls.truststore.password` parameters are initialized.	false	BOOL	Yes	No
tls.truststore.path	The file path to the location of the truststore of the client that receives the RabbitMQ events via the `AMQP` protocol. A custom client-truststore can be specified if required. If a custom truststore is not specified, then the system uses the default client-trustore in the `${carbon.home}/resources/security</code> directory.</p></td> <td style="vertical-align: top">$ /resources/security/client-truststore.jks`	STRING	Yes	No
tls.truststore.password	The password for the client-truststore. A custom password can be specified if required. If no custom password is specified, then the system uses `wso2carbon` as the default password.	wso2carbon	STRING	Yes	No
tls.truststore.type	The type of the truststore.	JKS	STRING	Yes	No
tls.version	The version of the tls/ssl.	SSL	STRING	Yes	No
auto.ack	If this parameter is set to `false`, the server should expect explicit messages acknowledgements once delivered	true	BOOL	Yes	No
consumer.threadpool.size	The number of consumer threads to be registered	1	INT	Yes	No

Examples EXAMPLE 1

@App:name('TestExecutionPlan') 
define stream FooStream (symbol string, price float, volume long); 
@info(name = 'query1') 
@source(type ='rabbitmq',
uri = 'amqp://guest:guest@localhost:5672',
exchange.name = 'direct',
routing.key= 'direct',
@map(type='xml'))
Define stream BarStream (symbol string, price float, volume long);
from FooStream select symbol, price, volume insert into BarStream;

This query receives events from the direct exchange with the directexchange type, and the directTest routing key.

tcp (Source)¶

A Siddhi application can be configured to receive events via the TCP transport by adding the @Source(type = 'tcp') annotation at the top of an event stream definition.

When this is defined the associated stream will receive events from the TCP transport on the host and port defined in the system.

Origin: siddhi-io-tcp:3.0.5.SNAPSHOT

Syntax

@source(type="tcp", context="<STRING>", @map(...)))

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
context	The URL 'context' that should be used to receive the events.	/	STRING	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
host	Tcp server host.	0.0.0.0	Any valid host or IP
port	Tcp server port.	9892	Any integer representing valid port
receiver.threads	Number of threads to receive connections.	10	Any positive integer
worker.threads	Number of threads to serve events.	10	Any positive integer
tcp.no.delay	This is to specify whether to disable Nagle algorithm during message passing. If tcp.no.delay = 'true', the execution of Nagle algorithm will be disabled in the underlying TCP logic. Hence there will be no delay between two successive writes to the TCP connection. Else there can be a constant ack delay.	true	true false
keep.alive	This property defines whether the server should be kept alive when there are no connections available.	true	true false

Examples EXAMPLE 1

@Source(type = 'tcp', context='abc', @map(type='binary'))
define stream Foo (attribute1 string, attribute2 int );

Under this configuration, events are received via the TCP transport on default host,port, abc context, and they are passed to Foo stream for processing.

Sourcemapper¶

avro (Source Mapper)¶

This extension is an Avro to Event input mapper. Transports that accept Avro messages can utilize this extension to convert the incoming Avro messages to Siddhi events.
The Avro schema to be used for creating Avro messages can be specified as a parameter in the stream definition.
If no Avro schema is specified, a flat avro schema of the 'record' type is generated with the stream attributes as schema fields.
The generated/specified Avro schema is used to convert Avro messages to Siddhi events.

Origin: siddhi-map-avro:2.0.7.SNAPSHOT

Syntax

@source(..., @map(type="avro", schema.def="<STRING>", schema.registry="<STRING>", schema.id="<STRING>", fail.on.missing.attribute="<BOOL>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
schema.def	This specifies the schema of the Avro message. The full schema used to create the Avro message needs to be specified as a quoted JSON string.		STRING	No	No
schema.registry	This specifies the URL of the schema registry.		STRING	No	No
schema.id	This specifies the ID of the Avro schema. This ID is the global ID that is returned from the schema registry when posting the schema to the registry. The schema is retrieved from the schema registry via the specified ID.		STRING	No	No
fail.on.missing.attribute	If this parameter is set to 'true', a JSON execution failing or returning a null value results in that message being dropped by the system. If this parameter is set to 'false', a JSON execution failing or returning a null value results in the system being prompted to send the event with a null value to Siddhi so that the user can handle it as required (i.e., by assigning a default value.	true	BOOL	Yes	No

Examples EXAMPLE 1

@source(type='inMemory', topic='user', @map(type='avro', schema .def = """{"type":"record","name":"userInfo","namespace":"user.example","fields":[{"name":"name","type":"string"}, {"name":"age","type":"int"}]}"""))
define stream UserStream (name string, age int );

The above Siddhi query performs a default Avro input mapping. The input Avro message that contains user information is converted to a Siddhi event.
The expected input is a byte array or ByteBuffer.

EXAMPLE 2

@source(type='inMemory', topic='user', @map(type='avro', schema .def = """{"type":"record","name":"userInfo","namespace":"avro.userInfo","fields":[{"name":"username","type":"string"}, {"name":"age","type":"int"}]}""",@attributes(name="username",age="age")))
define stream userStream (name string, age int );

The above Siddhi query performs a custom Avro input mapping. The input Avro message that contains user information is converted to a Siddhi event.
The expected input is a byte array or ByteBuffer.

EXAMPLE 3

@source(type='inMemory', topic='user', @map(type='avro',schema.registry='http://192.168.2.5:9090', schema.id='1',@attributes(name="username",age="age")))
define stream UserStream (name string, age int );

The above Siddhi query performs a custom Avro input mapping. The input Avro message that contains user information is converted to a Siddhi event via the schema retrieved from the given schema registry(localhost:8081).
The expected input is a byte array or ByteBuffer.

binary (Source Mapper)¶

This extension is a binary input mapper that converts events received in binary format to Siddhi events before they are processed.

Origin: siddhi-map-binary:2.0.5.SNAPSHOT

Syntax

@source(..., @map(type="binary")

Examples EXAMPLE 1

@source(type='inMemory', topic='WSO2', @map(type='binary'))define stream FooStream (symbol string, price float, volume long);

This query performs a mapping to convert an event of the binary format to a Siddhi event.

csv (Source Mapper)¶

This extension is used to convert CSV message to Siddhi event input mapper. You can either receive pre-defined CSV message where event conversion takes place without extra configurations,or receive custom CSV message where a custom place order to map from custom CSV message.

Origin: siddhi-map-csv:2.0.4.SNAPSHOT

Syntax

@source(..., @map(type="csv", delimiter="<STRING>", header.present="<BOOL>", fail.on.unknown.attribute="<BOOL>", event.grouping.enabled="<BOOL>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
delimiter	When converting a CSV format message to Siddhi event, this parameter indicatesinput CSV message's data should be split by this parameter	,	STRING	Yes	No
header.present	When converting a CSV format message to Siddhi event, this parameter indicates whether CSV message has header or not. This can either have value true or false.If it's set to `false` then it indicates that CSV message has't header.	false	BOOL	Yes	No
fail.on.unknown.attribute	This parameter specifies how unknown attributes should be handled. If it's set to `true` and one or more attributes don't havevalues, then SP will drop that message. If this parameter is set to `false`, the Stream Processor adds the required attribute's values to such events with a null value and the event is converted to a Siddhi event.	true	BOOL	Yes	No
event.grouping.enabled	This parameter specifies whether event grouping is enabled or not. To receive a group of events together and generate multiple events, this parameter must be set to `true`.	false	BOOL	Yes	No

Examples EXAMPLE 1

@source(type='inMemory', topic='stock', @map(type='csv'))
 define stream FooStream (symbol string, price float, volume int);

Above configuration will do a default CSV input mapping. Expected input will look like below:
WSO2 ,55.6 , 100OR
"WSO2,No10,Palam Groove Rd,Col-03" ,55.6 , 100If header.present is true and delimiter is "-", then the input is as follows:
symbol-price-volumeWSO2-55.6-100

EXAMPLE 2

@source(type='inMemory', topic='stock', @map(type='csv',header='true', @attributes(symbol = "2", price = "0", volume = "1")))
define stream FooStream (symbol string, price float, volume long);

Above configuration will perform a custom CSV mapping. Here, user can add place order of each attribute in the @attribute. The place order indicates where the attribute name's value has appeared in the input.Expected input will look like below:
55.6,100,WSO2
OR55.6,100,"WSO2,No10,Palm Groove Rd,Col-03"
If header is true and delimiter is "-", then the output is as follows:
price-volume-symbol
55.6-100-WSO2
If group events is enabled then input should be as follows:
price-volume-symbol
55.6-100-WSO2System.lineSeparator()
55.6-100-IBMSystem.lineSeparator()
55.6-100-IFSSystem.lineSeparator()

json (Source Mapper)¶

This extension is a JSON-to-Event input mapper. Transports that accept JSON messages can utilize this extension to convert an incoming JSON message into a Siddhi event. Users can either send a pre-defined JSON format, where event conversion happens without any configurations, or use the JSON path to map from a custom JSON message.
In default mapping, the JSON string of the event can be enclosed by the element "event", though optional.

Origin: siddhi-map-json:5.0.7.SNAPSHOT

Syntax

@source(..., @map(type="json", enclosing.element="<STRING>", fail.on.missing.attribute="<BOOL>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
enclosing.element	This is used to specify the enclosing element when sending multiple events in the same JSON message. Mapper treats the child elements of a given enclosing element as events and executes the JSON path expressions on these child elements. If the enclosing.element is not provided then the multiple-event scenario is disregarded and the JSON path is evaluated based on the root element.	$	STRING	Yes	No
fail.on.missing.attribute	This parameter allows users to handle unknown attributes.The value of this can either be true or false. By default it is true. If a JSON execution fails or returns null, mapper drops that message. However, setting this property to false prompts mapper to send an event with a null value to Siddhi, where users can handle it as required, ie., assign a default value.)	true	BOOL	Yes	No

Examples EXAMPLE 1

@source(type='inMemory', topic='stock', @map(type='json'))
define stream FooStream (symbol string, price float, volume long);

This configuration performs a default JSON input mapping.
For a single event, the input is required to be in one of the following formats:
{
    "event":{
        "symbol":"WSO2",
        "price":55.6,
        "volume":100
    }
}

or

{
    "symbol":"WSO2",
    "price":55.6,
    "volume":100
}

EXAMPLE 2

@source(type='inMemory', topic='stock', @map(type='json'))
define stream FooStream (symbol string, price float, volume long);

This configuration performs a default JSON input mapping.
For multiple events, the input is required to be in one of the following formats:
[
{"event":{"symbol":"WSO2","price":55.6,"volume":100}},
{"event":{"symbol":"WSO2","price":56.6,"volume":99}},
{"event":{"symbol":"WSO2","price":57.6,"volume":80}}
]

or

[
{"symbol":"WSO2","price":55.6,"volume":100},
{"symbol":"WSO2","price":56.6,"volume":99},
{"symbol":"WSO2","price":57.6,"volume":80}
]

EXAMPLE 3

@source(type='inMemory', topic='stock', @map(type='json', enclosing.element="$.portfolio", @attributes(symbol = "company.symbol", price = "price", volume = "volume")))

This configuration performs a custom JSON mapping.
For a single event, the expected input is similar to the one shown below:
{
"portfolio":{
     "stock":{ "volume":100,
        "company":{
           "symbol":"WSO2"
          },
        "price":55.6
       }
   }
}

EXAMPLE 4

@source(type='inMemory', topic='stock', @map(type='json', enclosing.element="$.portfolio", @attributes(symbol = "stock.company.symbol", price = "stock.price", volume = "stock.volume")))
define stream FooStream (symbol string, price float, volume long);

The configuration performs a custom JSON mapping.
For multiple events, expected input looks as follows.
.{"portfolio":
[ {"stock":{"volume":100,"company":{"symbol":"wso2"},"price":56.6}}, {"stock":{"volume":200,"company":{"symbol":"wso2"},"price":57.6}} ]
}

keyvalue (Source Mapper)¶

Key-Value Map to Event input mapper extension allows transports that accept events as key value maps to convert those events to Siddhi events. You can either receive pre-defined keys where conversion takes place without extra configurations, or use custom keys to map from the message.

Origin: siddhi-map-keyvalue:2.0.6.SNAPSHOT

Syntax

@source(..., @map(type="keyvalue", fail.on.missing.attribute="<BOOL>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
fail.on.missing.attribute	If this parameter is set to `true`, if an event arrives without a matching key for a specific attribute in the connected stream, it is dropped and not processed by the Stream Processor. If this parameter is set to `false` the Stream Processor adds the required key to such events with a null value, and the event is converted to a Siddhi event so that you could handle them as required before they are further processed.	true	BOOL	Yes	No

Examples EXAMPLE 1

@source(type='inMemory', topic='stock', @map(type='keyvalue'))
define stream FooStream (symbol string, price float, volume long);

This query performs a default key value input mapping. The expected input is a map similar to the following:
symbol: 'WSO2'
price: 55.6f
volume: 100

EXAMPLE 2

@source(type='inMemory', topic='stock', @map(type='keyvalue', fail.on.missing.attribute='true', @attributes(symbol = 's', price = 'p', volume = 'v')))define stream FooStream (symbol string, price float, volume long);

This query performs a custom key value input mapping. The matching keys for the symbol, price and volume attributes are be s, p, and v respectively. The expected input is a map similar to the following:
s: 'WSO2'
p: 55.6
v: 100

passThrough (Source Mapper)¶

Pass-through mapper passed events (Event[]) through without any mapping or modifications.

Origin: siddhi-core:5.1.12.SNAPSHOT

Syntax

@source(..., @map(type="passThrough")

Examples EXAMPLE 1

@source(type='tcp', @map(type='passThrough'))
define stream BarStream (symbol string, price float, volume long);

In this example BarStream uses passThrough inputmapper which passes the received Siddhi event directly without any transformation into source.

protobuf (Source Mapper)¶

This input mapper allows you to convert protobuf messages into Events. To work with this input mapper you have to add auto-generated protobuf classes to the project classpath. When you use this input mapper, you can either define stream attributes as the same names as the protobuf message attributes or you can use custom mapping to map stream definition attributes with the protobuf attributes.Please find the sample proto definition here. When you use this mapper with siddhi-io-grpc you don't have to provide the protobuf message class in the class parameter.

Origin: siddhi-map-protobuf:1.0.5.SNAPSHOT

Syntax

@source(..., @map(type="protobuf", class="<STRING>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
class	This specifies the class name of the protobuf message class, If sink type is grpc then it's not necessary to provide this field.	-	STRING	Yes	No

Examples EXAMPLE 1

@source(type='inMemory', topic='test01', 
@map(type='protobuf', class='io.siddhi.extension.map.protobuf.autogenerated.Request')) 
define stream FooStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

This will convert the io.siddhi.extension.map.protobuf.autogenerated.Request protobuf messages into siddhi events.

EXAMPLE 2

source(type='grpc', receiver.url = 'grpc://localhost:8084/org.wso2.grpc.test.MyService/process', 
@map(type='protobuf')) define stream FooStream (stringValue string, intValue int,longValue long,booleanValue bool,floatValue float,doubleValue double);

This will convert the protobuf messages that are received to this source into siddhi events. Since this is grpc source we don't need to provide the class parameter

EXAMPLE 3

source(type='grpc', receiver.url = 'grpc://localhost:8084/org.wso2.grpc.test.MyService/process', 
@map(type='protobuf', @attributes(a = 'stringValue', b = 'intValue', c = 'longValue',d = 'booleanValue',' e = floatValue', f ='doubleValue'))) 
define stream FooStream (a string ,c long,b int, d bool,e float,f double);

This will convert the protobuf messages that are received to this source into siddhi events. since there's a mapping available for the stream, protobuf message object will be map like this,
- stringValue of the protobuf message will be assign to the a attribute of the stream
- intValue of the protobuf message will be assign to the b attribute of the stream
- longValue of the protobuf message will be assign to the c attribute of the stream
- booleanValue of the protobuf message will be assign to the d attribute of the stream
- floatValue of the protobuf message will be assign to the e attribute of the stream
- doubleValue of the protobuf message will be assign to the f attribute of the stream

EXAMPLE 4

source((type='inMemory', topic='test01', 
@map(type='protobuf', class='io.siddhi.extension.map.protobuf.autogenerated.RequestWithList)) 
define stream FooStream (stringValue string ,intValue int,stringList object, intList object););

This will convert the io.siddhi.extension.map.protobuf.autogenerated.RequestWithList protobuf messages that are received to this source into siddhi events. If you want to map data types other than the scalar data types, you have to use object as the data type as shown in above(stringList object)

text (Source Mapper)¶

This extension is a text to Siddhi event input mapper. Transports that accept text messages can utilize this extension to convert the incoming text message to Siddhi event. Users can either use a pre-defined text format where event conversion happens without any additional configurations, or specify a regex to map a text message using custom configurations.

Origin: siddhi-map-text:2.0.5.SNAPSHOT

Syntax

@source(..., @map(type="text", regex.groupid="<STRING>", fail.on.missing.attribute="<BOOL>", event.grouping.enabled="<BOOL>", delimiter="<STRING>", new.line.character="<STRING>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
regex.groupid	This parameter specifies a regular expression group. The `groupid` can be any capital letter (e.g., regex.A,regex.B .. etc). You can specify any number of regular expression groups. In the attribute annotation, you need to map all attributes to the regular expression group with the matching group index. If you need to to enable custom mapping, it is required to specifythe matching group for each and every attribute.		STRING	No	No
fail.on.missing.attribute	This parameter specifies how unknown attributes should be handled. If it is set to `true` a message is dropped if its execution fails, or if one or more attributes do not have values. If this parameter is set to `false`, null values are assigned to attributes with missing values, and messages with such attributes are not dropped.	true	BOOL	Yes	No
event.grouping.enabled	This parameter specifies whether event grouping is enabled or not. To receive a group of events together and generate multiple events, this parameter must be set to `true`.	false	BOOL	Yes	No
delimiter	This parameter specifies how events must be separated when multiple events are received. This must be whole line and not a single character.	_~_~_~~	STRING	Yes	No
new.line.character	This attribute indicates the new line character of the event that is expected to be received. This is used mostly when communication between 2 types of operating systems is expected. For example, Linux uses `\n` as the end of line character whereas windows uses `\r\n`.	\n	STRING	Yes	No

Examples EXAMPLE 1

@source(type='inMemory', topic='stock', @map(type='text'))
define stream FooStream (symbol string, price float, volume long);

This query performs a default text input mapping. The expected input is as follows:
symbol:"WSO2",
price:55.6,
volume:100
OR
symbol:'WSO2',
price:55.6,
volume:100

If group events is enabled then input should be as follows:
symbol:"WSO2",
price:55.6,
volume:100
_~_~_~~
symbol:"WSO2",
price:55.6,
volume:100

EXAMPLE 2

@source(type='inMemory', topic='stock', @map(type='text', fail.on.missing.attribute = 'true', regex.A='(\w+)\s([-0-9]+)',regex.B='volume\s([-0-9]+)', @attributes(symbol = 'A[1]',price = 'A[2]',volume = 'B')))
define stream FooStream (symbol string, price float, volume long);

This query performs a custom text mapping. The expected input is as follows:
wos2 550 volume 100

If group events is enabled then input should be as follows:
wos2 550 volume 100
_~_~_~~
wos2 550 volume 100
_~_~_~~
wos2 550 volume 100

xml (Source Mapper)¶

This mapper converts XML input to Siddhi event. Transports which accepts XML messages can utilize this extension to convert the incoming XML message to Siddhi event. Users can either send a pre-defined XML format where event conversion will happen without any configs or can use xpath to map from a custom XML message.

Origin: siddhi-map-xml:5.0.4.SNAPSHOT

Syntax

@source(..., @map(type="xml", namespaces="<STRING>", enclosing.element="<STRING>", fail.on.missing.attribute="<BOOL>")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
namespaces	Used to provide namespaces used in the incoming XML message beforehand to configure xpath expressions. User can provide a comma separated list. If these are not provided xpath evaluations will fail	None	STRING	Yes	No
enclosing.element	Used to specify the enclosing element in case of sending multiple events in same XML message. WSO2 DAS will treat the child element of given enclosing element as events and execute xpath expressions on child elements. If enclosing.element is not provided multiple event scenario is disregarded and xpaths will be evaluated with respect to root element.	Root element	STRING	Yes	No
fail.on.missing.attribute	This can either have value true or false. By default it will be true. This attribute allows user to handle unknown attributes. By default if an xpath execution fails or returns null DAS will drop that message. However setting this property to false will prompt DAS to send and event with null value to Siddhi where user can handle it accordingly(ie. Assign a default value)	True	BOOL	Yes	No

Examples EXAMPLE 1

@source(type='inMemory', topic='stock', @map(type='xml'))
define stream FooStream (symbol string, price float, volume long);

Above configuration will do a default XML input mapping. Expected input will look like below.<events>
    <event>
        <symbol>WSO2</symbol>
        <price>55.6</price>
        <volume>100</volume>
    </event>
</events>

EXAMPLE 2

@source(type='inMemory', topic='stock', @map(type='xml', namespaces = "dt=urn:schemas-microsoft-com:datatypes", enclosing.element="//portfolio", @attributes(symbol = "company/symbol", price = "price", volume = "volume")))
define stream FooStream (symbol string, price float, volume long);

Above configuration will perform a custom XML mapping. In the custom mapping user can add xpath expressions representing each event attribute using @attribute annotation. Expected input will look like below.
<portfolio xmlns:dt="urn:schemas-microsoft-com:datatypes">
    <stock exchange="nasdaq">
        <volume>100</volume>
        <company>
           <symbol>WSO2</symbol>
        </company>
        <price dt:type="number">55.6</price>
    </stock>
</portfolio>

Store¶

mongodb (Store)¶

Using this extension a MongoDB Event Table can be configured to persist events in a MongoDB of user's choice.

Origin: siddhi-store-mongodb:2.1.1.SNAPSHOT

Syntax

@Store(type="mongodb", mongodb.uri="<STRING>", collection.name="<STRING>", secure.connection="<STRING>", trust.store="<STRING>", trust.store.password="<STRING>", key.store="<STRING>", key.store.password="<STRING>")
@PrimaryKey("PRIMARY_KEY")
@Index("INDEX")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
mongodb.uri	The MongoDB URI for the MongoDB data store. The uri must be of the format mongodb://[username:password@]host1[:port1][,hostN[:portN]][/[database][?options]] The options specified in the uri will override any connection options specified in the deployment yaml file. Note: The user should have read permissions to the admindb as well as read/write permissions to the database accessed.		STRING	No	No
collection.name	The name of the collection in the store this Event Table should be persisted as.	Name of the siddhi event table.	STRING	Yes	No
secure.connection	Describes enabling the SSL for the mongodb connection	false	STRING	Yes	No
trust.store	File path to the trust store.	${carbon.home}/resources/security/client-truststore.jks</td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">trust.store.password</td> <td style="vertical-align: top; word-wrap: break-word"><p style="word-wrap: break-word;margin: 0;">Password to access the trust store</p></td> <td style="vertical-align: top">wso2carbon</td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">key.store</td> <td style="vertical-align: top; word-wrap: break-word"><p style="word-wrap: break-word;margin: 0;">File path to the keystore.</p></td> <td style="vertical-align: top">$ /resources/security/client-truststore.jks	STRING	Yes	No
key.store.password	Password to access the keystore	wso2carbon	STRING	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
applicationName	Sets the logical name of the application using this MongoClient. The application name may be used by the client to identify the application to the server, for use in server logs, slow query logs, and profile collection.	null	the logical name of the application using this MongoClient. The UTF-8 encoding may not exceed 128 bytes.
cursorFinalizerEnabled	Sets whether cursor finalizers are enabled.	true	true false
requiredReplicaSetName	The name of the replica set	null	the logical name of the replica set
sslEnabled	Sets whether to initiate connection with TSL/SSL enabled. true: Initiate the connection with TLS/SSL. false: Initiate the connection without TLS/SSL.	false	true false
trustStore	File path to the trust store.	${carbon.home}/resources/security/client-truststore.jks</td> <td style="vertical-align: top">Any valid file path.</td> </tr> <tr> <td style="vertical-align: top">trustStorePassword</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">Password to access the trust store</p></td> <td style="vertical-align: top">wso2carbon</td> <td style="vertical-align: top">Any valid password.</td> </tr> <tr> <td style="vertical-align: top">keyStore</td> <td style="vertical-align: top;"><p style="word-wrap: break-word;margin: 0;">File path to the keystore.</p></td> <td style="vertical-align: top">$ /resources/security/client-truststore.jks	Any valid file path.
keyStorePassword	Password to access the keystore	wso2carbon	Any valid password.
connectTimeout	The time in milliseconds to attempt a connection before timing out.	10000	Any positive integer
connectionsPerHost	The maximum number of connections in the connection pool.	100	Any positive integer
minConnectionsPerHost	The minimum number of connections in the connection pool.	0	Any natural number
maxConnectionIdleTime	The maximum number of milliseconds that a connection can remain idle in the pool before being removed and closed. A zero value indicates no limit to the idle time. A pooled connection that has exceeded its idle time will be closed and replaced when necessary by a new connection.	0	Any positive integer
maxWaitTime	The maximum wait time in milliseconds that a thread may wait for a connection to become available. A value of 0 means that it will not wait. A negative value means to wait indefinitely	120000	Any integer
threadsAllowedToBlockForConnectionMultiplier	The maximum number of connections allowed per host for this MongoClient instance. Those connections will be kept in a pool when idle. Once the pool is exhausted, any operation requiring a connection will block waiting for an available connection.	100	Any natural number
maxConnectionLifeTime	The maximum life time of a pooled connection. A zero value indicates no limit to the life time. A pooled connection that has exceeded its life time will be closed and replaced when necessary by a new connection.	0	Any positive integer
socketKeepAlive	Sets whether to keep a connection alive through firewalls	false	true false
socketTimeout	The time in milliseconds to attempt a send or receive on a socket before the attempt times out. Default 0 means never to timeout.	0	Any natural integer
writeConcern	The write concern to use.	acknowledged	acknowledged w1 w2 w3 unacknowledged fsynced journaled replica_acknowledged normal safe majority fsync_safe journal_safe replicas_safe
readConcern	The level of isolation for the reads from replica sets.	default	local majority linearizable
readPreference	Specifies the replica set read preference for the connection.	primary	primary secondary secondarypreferred primarypreferred nearest
localThreshold	The size (in milliseconds) of the latency window for selecting among multiple suitable MongoDB instances.	15	Any natural number
serverSelectionTimeout	Specifies how long (in milliseconds) to block for server selection before throwing an exception. A value of 0 means that it will timeout immediately if no server is available. A negative value means to wait indefinitely.	30000	Any integer
heartbeatSocketTimeout	The socket timeout for connections used for the cluster heartbeat. A value of 0 means that it will timeout immediately if no cluster member is available. A negative value means to wait indefinitely.	20000	Any integer
heartbeatConnectTimeout	The connect timeout for connections used for the cluster heartbeat. A value of 0 means that it will timeout immediately if no cluster member is available. A negative value means to wait indefinitely.	20000	Any integer
heartbeatFrequency	Specify the interval (in milliseconds) between checks, counted from the end of the previous check until the beginning of the next one.	10000	Any positive integer
minHeartbeatFrequency	Sets the minimum heartbeat frequency. In the event that the driver has to frequently re-check a server's availability, it will wait at least this long since the previous check to avoid wasted effort.	500	Any positive integer

Examples EXAMPLE 1

@Store(type="mongodb",mongodb.uri="mongodb://admin:admin@localhost/Foo")
@PrimaryKey("symbol")
@Index("volume:1", {background:true,unique:true}")
define table FooTable (symbol string, price float, volume long);

This will create a collection called FooTable for the events to be saved with symbol as Primary Key(unique index at mongoDB level) and index for the field volume will be created in ascending order with the index option to create the index in the background.

Note:
@PrimaryKey: This specifies a list of comma-separated values to be treated as unique fields in the table. Each record in the table must have a unique combination of values for the fields specified here.

@Index: This specifies the fields that must be indexed at the database level. You can specify multiple values as a come-separated list. A single value to be in the format,
<FieldName>:<SortOrder>. The last element is optional through which a valid index options can be passed.
        <SortOrder> : 1 for Ascending & -1 for Descending. Optional, with default value as 1.
        <IndexOptions> : Index Options must be defined inside curly brackets.
            Options must follow the standard mongodb index options format.
            https://docs.mongodb.com/manual/reference/method/db.collection.createIndex/

Example 1: @Index('symbol:1', '{"unique":true}')
Example 2: @Index('symbol', '{"unique":true}')
Example 3: @Index('symbol:1', 'volume:-1', '{"unique":true}')

rdbms (Store)¶

This extension assigns data sources and connection instructions to event tables. It also implements read-write operations on connected data sources.

Origin: siddhi-store-rdbms:7.0.6.SNAPSHOT

Syntax

@Store(type="rdbms", jdbc.url="<STRING>", username="<STRING>", password="<STRING>", jdbc.driver.name="<STRING>", pool.properties="<STRING>", jndi.resource="<STRING>", datasource="<STRING>", table.name="<STRING>", field.length="<STRING>", table.check.query="<STRING>", use.collation="<BOOL>")
@PrimaryKey("PRIMARY_KEY")
@Index("INDEX")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
jdbc.url	The JDBC URL via which the RDBMS data store is accessed.		STRING	No	No
username	The username to be used to access the RDBMS data store.		STRING	No	No
password	The password to be used to access the RDBMS data store.		STRING	No	No
jdbc.driver.name	The driver class name for connecting the RDBMS data store.		STRING	No	No
pool.properties	Any pool parameters for the database connection must be specified as key-value pairs.	null	STRING	Yes	No
jndi.resource	The name of the JNDI resource through which the connection is attempted. If this is found, the pool properties described above are not taken into account and the connection is attempted via JNDI lookup instead.	null	STRING	Yes	No
datasource	The name of the Carbon datasource that should be used for creating the connection with the database. If this is found, neither the pool properties nor the JNDI resource name described above are taken into account and the connection is attempted via Carbon datasources instead. Only works in Siddhi Distribution	null	STRING	Yes	No
table.name	The name with which the event table should be persisted in the store. If no name is specified via this parameter, the event table is persisted with the same name as the Siddhi table.	The table name defined in the Siddhi App query.	STRING	Yes	No
field.length	The number of characters that the values for fields of the 'STRING' type in the table definition must contain. Each required field must be provided as a comma-separated list of key-value pairs in the '<field.name>:<length>' format. If this is not specified, the default number of characters specific to the database type is considered.	null	STRING	Yes	No
table.check.query	This query will be used to check whether the table is exist in the given database. But the provided query should return an SQLException if the table does not exist in the database. Furthermore if the provided table is a database view, and it is not exists in the database a table from given name will be created in the database	The tableCheckQuery which define in store rdbms configs	STRING	Yes	No
use.collation	This property allows users to use collation for string attirbutes. By default it's false and binary collation is not used. Currently 'latin1_bin' and 'SQL_Latin1_General_CP1_CS_AS' are used as collations for MySQL and Microsoft SQL database types respectively.	false	BOOL	Yes	No

System Parameters

Name	Description	Default Value	Possible Parameters
{{RDBMS-Name}}.maxVersion	The latest version supported for {{RDBMS-Name}}.	0	N/A
{{RDBMS-Name}}.minVersion	The earliest version supported for {{RDBMS-Name}}.	0	N/A
{{RDBMS-Name}}.tableCheckQuery	The template query for the 'check table' operation in {{RDBMS-Name}}.	H2: CREATE TABLE {{TABLE_NAME}} ({{COLUMNS, PRIMARY_KEYS}}) MySQL: CREATE TABLE {{TABLE_NAME}} ({{COLUMNS, PRIMARY_KEYS}}) Oracle: CREATE TABLE {{TABLE_NAME}} ({{COLUMNS, PRIMARY_KEYS}}) Microsoft SQL Server: CREATE TABLE {{TABLE_NAME}} ({{COLUMNS, PRIMARY_KEYS}}) PostgreSQL: CREATE TABLE {{TABLE_NAME}} ({{COLUMNS, PRIMARY_KEYS}}) DB2.: CREATE TABLE {{TABLE_NAME}} ({{COLUMNS, PRIMARY_KEYS}})	N/A
{{RDBMS-Name}}.tableCreateQuery	The template query for the 'create table' operation in {{RDBMS-Name}}.	H2: SELECT 1 FROM {{TABLE_NAME}} LIMIT 1 MySQL: SELECT 1 FROM {{TABLE_NAME}} LIMIT 1 Oracle: SELECT 1 FROM {{TABLE_NAME}} WHERE rownum=1 Microsoft SQL Server: SELECT TOP 1 1 from {{TABLE_NAME}} PostgreSQL: SELECT 1 FROM {{TABLE_NAME}} LIMIT 1 DB2.: SELECT 1 FROM {{TABLE_NAME}} FETCH FIRST 1 ROWS ONLY	N/A
{{RDBMS-Name}}.indexCreateQuery	The template query for the 'create index' operation in {{RDBMS-Name}}.	H2: CREATE INDEX {{TABLE_NAME}}_INDEX ON {{TABLE_NAME}} ({{INDEX_COLUMNS}}) MySQL: CREATE INDEX {{TABLE_NAME}}_INDEX ON {{TABLE_NAME}} ({{INDEX_COLUMNS}}) Oracle: CREATE INDEX {{TABLE_NAME}}_INDEX ON {{TABLE_NAME}} ({{INDEX_COLUMNS}}) Microsoft SQL Server: CREATE INDEX {{TABLE_NAME}}_INDEX ON {{TABLE_NAME}} ({{INDEX_COLUMNS}}) {{TABLE_NAME}} ({{INDEX_COLUMNS}}) PostgreSQL: CREATE INDEX {{TABLE_NAME}}_INDEX ON {{TABLE_NAME}} ({{INDEX_COLUMNS}}) DB2.: CREATE INDEX {{TABLE_NAME}}_INDEX ON {{TABLE_NAME}} ({{INDEX_COLUMNS}})	N/A
{{RDBMS-Name}}.recordInsertQuery	The template query for the 'insert record' operation in {{RDBMS-Name}}.	H2: INSERT INTO {{TABLE_NAME}} ({{COLUMNS}}) VALUES ({{Q}}) MySQL: INSERT INTO {{TABLE_NAME}} ({{COLUMNS}}) VALUES ({{Q}}) Oracle: INSERT INTO {{TABLE_NAME}} ({{COLUMNS}}) VALUES ({{Q}}) Microsoft SQL Server: INSERT INTO {{TABLE_NAME}} ({{COLUMNS}}) VALUES ({{Q}}) PostgreSQL: INSERT INTO {{TABLE_NAME}} ({{COLUMNS}}) VALUES ({{Q}}) DB2.: INSERT INTO {{TABLE_NAME}} ({{COLUMNS}}) VALUES ({{Q}})	N/A
{{RDBMS-Name}}.recordUpdateQuery	The template query for the 'update record' operation in {{RDBMS-Name}}.	H2: UPDATE {{TABLE_NAME}} SET {{COLUMNS_AND_VALUES}} {{CONDITION}} MySQL: UPDATE {{TABLE_NAME}} SET {{COLUMNS_AND_VALUES}} {{CONDITION}} Oracle: UPDATE {{TABLE_NAME}} SET {{COLUMNS_AND_VALUES}} {{CONDITION}} Microsoft SQL Server: UPDATE {{TABLE_NAME}} SET {{COLUMNS_AND_VALUES}} {{CONDITION}} PostgreSQL: UPDATE {{TABLE_NAME}} SET {{COLUMNS_AND_VALUES}} {{CONDITION}} DB2.: UPDATE {{TABLE_NAME}} SET {{COLUMNS_AND_VALUES}} {{CONDITION}}	N/A
{{RDBMS-Name}}.recordSelectQuery	The template query for the 'select record' operation in {{RDBMS-Name}}.	H2: SELECT * FROM {{TABLE_NAME}} {{CONDITION}} MySQL: SELECT * FROM {{TABLE_NAME}} {{CONDITION}} Oracle: SELECT * FROM {{TABLE_NAME}} {{CONDITION}} Microsoft SQL Server: SELECT * FROM {{TABLE_NAME}} {{CONDITION}} PostgreSQL: SELECT * FROM {{TABLE_NAME}} {{CONDITION}} DB2.: SELECT * FROM {{TABLE_NAME}} {{CONDITION}}	N/A
{{RDBMS-Name}}.recordExistsQuery	The template query for the 'check record existence' operation in {{RDBMS-Name}}.	H2: SELECT TOP 1 1 FROM {{TABLE_NAME}} {{CONDITION}} MySQL: SELECT 1 FROM {{TABLE_NAME}} {{CONDITION}} Oracle: SELECT COUNT(1) INTO existence FROM {{TABLE_NAME}} {{CONDITION}} Microsoft SQL Server: SELECT TOP 1 FROM {{TABLE_NAME}} {{CONDITION}} PostgreSQL: SELECT 1 FROM {{TABLE_NAME}} {{CONDITION}} LIMIT 1 DB2.: SELECT 1 FROM {{TABLE_NAME}} {{CONDITION}} FETCH FIRST 1 ROWS ONLY	N/A
{{RDBMS-Name}}.recordDeleteQuery	The query for the 'delete record' operation in {{RDBMS-Name}}.	H2: DELETE FROM {{TABLE_NAME}} {{CONDITION}} MySQL: DELETE FROM {{TABLE_NAME}} {{CONDITION}} Oracle: DELETE FROM {{TABLE_NAME}} {{CONDITION}} Microsoft SQL Server: DELETE FROM {{TABLE_NAME}} {{CONDITION}} PostgreSQL: DELETE FROM {{TABLE_NAME}} {{CONDITION}} DB2.: DELETE FROM {{TABLE_NAME}} {{CONDITION}}	N/A
{{RDBMS-Name}}.stringSize	This defines the length for the string fields in {{RDBMS-Name}}.	H2: 254 MySQL: 254 Oracle: 254 Microsoft SQL Server: 254 PostgreSQL: 254 DB2.: 254	N/A
{{RDBMS-Name}}.fieldSizeLimit	This defines the field size limit for select/switch to big string type from the default string type if the 'bigStringType' is available in field type list.	H2: N/A MySQL: N/A Oracle: 2000 Microsoft SQL Server: N/A PostgreSQL: N/A DB2.: N/A	0 =< n =< INT_MAX
{{RDBMS-Name}}.batchSize	This defines the batch size when operations are performed for batches of events.	H2: 1000 MySQL: 1000 Oracle: 1000 Microsoft SQL Server: 1000 PostgreSQL: 1000 DB2.: 1000	N/A
{{RDBMS-Name}}.batchEnable	This specifies whether 'Update' and 'Insert' operations can be performed for batches of events or not.	H2: true MySQL: true Oracle (versions 12.0 and less): false Oracle (versions 12.1 and above): true Microsoft SQL Server: true PostgreSQL: true DB2.: true	N/A
{{RDBMS-Name}}.transactionSupported	This is used to specify whether the JDBC connection that is used supports JDBC transactions or not.	H2: true MySQL: true Oracle: true Microsoft SQL Server: true PostgreSQL: true DB2.: true	N/A
{{RDBMS-Name}}.typeMapping.binaryType	This is used to specify the binary data type. An attribute defines as 'object' type in Siddhi stream will be stored into RDBMS with this type.	H2: BLOB MySQL: BLOB Oracle: BLOB Microsoft SQL Server: VARBINARY(max) PostgreSQL: BYTEA DB2.: BLOB(64000)	N/A
{{RDBMS-Name}}.typeMapping.booleanType	This is used to specify the boolean data type. An attribute defines as 'bool' type in Siddhi stream will be stored into RDBMS with this type.	H2: TINYINT(1) MySQL: TINYINT(1) Oracle: NUMBER(1) Microsoft SQL Server: BIT PostgreSQL: BOOLEAN DB2.: SMALLINT	N/A
{{RDBMS-Name}}.typeMapping.doubleType	This is used to specify the double data type. An attribute defines as 'double' type in Siddhi stream will be stored into RDBMS with this type.	H2: DOUBLE MySQL: DOUBLE Oracle: NUMBER(19,4) Microsoft SQL Server: FLOAT(32) PostgreSQL: DOUBLE PRECISION DB2.: DOUBLE	N/A
{{RDBMS-Name}}.typeMapping.floatType	This is used to specify the float data type. An attribute defines as 'float' type in Siddhi stream will be stored into RDBMS with this type.	H2: FLOAT MySQL: FLOAT Oracle: NUMBER(19,4) Microsoft SQL Server: REAL PostgreSQL: REAL DB2.: REAL	N/A
{{RDBMS-Name}}.typeMapping.integerType	This is used to specify the integer data type. An attribute defines as 'int' type in Siddhi stream will be stored into RDBMS with this type.	H2: INTEGER MySQL: INTEGER Oracle: NUMBER(10) Microsoft SQL Server: INTEGER PostgreSQL: INTEGER DB2.: INTEGER	N/A
{{RDBMS-Name}}.typeMapping.longType	This is used to specify the long data type. An attribute defines as 'long' type in Siddhi stream will be stored into RDBMS with this type.	H2: BIGINT MySQL: BIGINT Oracle: NUMBER(19) Microsoft SQL Server: BIGINT PostgreSQL: BIGINT DB2.: BIGINT	N/A
{{RDBMS-Name}}.typeMapping.stringType	This is used to specify the string data type. An attribute defines as 'string' type in Siddhi stream will be stored into RDBMS with this type.	H2: VARCHAR(stringSize) MySQL: VARCHAR(stringSize) Oracle: VARCHAR(stringSize) Microsoft SQL Server: VARCHAR(stringSize) PostgreSQL: VARCHAR(stringSize) DB2.: VARCHAR(stringSize)	N/A
{{RDBMS-Name}}.typeMapping.bigStringType	This is used to specify the big string data type. An attribute defines as 'string' type in Siddhi stream and field.length define in the annotation is greater than the fieldSizeLimit, will be stored into RDBMS with this type.	H2: N/A MySQL: N/AOracle: CLOBMicrosoft SQL Server: N/A PostgreSQL: N/A DB2.*: N/A	N/A

Examples EXAMPLE 1

@Store(type="rdbms", jdbc.url="jdbc:mysql://localhost:3306/stocks", username="root", password="root", jdbc.driver.name="com.mysql.jdbc.Driver",field.length="symbol:100")
@PrimaryKey("id", "symbol")
@Index("volume")
define table StockTable (id string, symbol string, price float, volume long);

The above example creates an event table named 'StockTable' in the database if it does not already exist (with four attributes named id, symbol, price, and volume of the types 'string', 'string', 'float', and 'long' respectively). The connection is made as specified by the parameters configured for the '@Store' annotation.

The @PrimaryKey() and @Index() annotations can be used to define primary keys or indexes for the table and they follow Siddhi query syntax. RDBMS store supports having more than one attributes in the @PrimaryKey or @Index annotations.
In this example a composite Primary key of both attributes id and symbol will be created.

EXAMPLE 2

@Store(type="rdbms", jdbc.url="jdbc:mysql://localhost:3306/das", username="root", password="root" , jdbc.driver.name="org.h2.Driver",field.length="symbol:100")
@PrimaryKey("symbol")
@Index("symbol")
define table StockTable (symbol string, price float, volume long);
define stream InputStream (symbol string, volume long);
from InputStream as a join StockTable as b on str:contains(b.symbol, a.symbol)
select a.symbol as symbol, b.volume as volume
insert into FooStream;

The above example creates an event table named 'StockTable' in the database if it does not already exist (with three attributes named 'symbol', 'price', and 'volume' of the types 'string', 'float' and 'long' respectively). Then the table is joined with a stream named 'InputStream' based on a condition. The following operations are included in the condition:
[ AND, OR, Comparisons( < <= > >= == !=), IS NULL, NOT, str:contains(Table<Column>, Stream<Attribute> or Search.String)]

EXAMPLE 3

@Store(type="rdbms", jdbc.url="jdbc:mysql://localhost:3306/das", table.name="StockTable", username="root", password="root" , jdbc.driver.name="org.h2.Driver", field.length="symbol:100", table.check.query="SELECT 1 FROM StockTable LIMIT 1")
@PrimaryKey("symbol")
@Index("symbol")
define table StockTable (symbol string, price float, volume long);
define stream InputStream (symbol string, volume long);
from InputStream as a join StockTable as b on str:contains(b.symbol, a.symbol)
select a.symbol as symbol, b.volume as volume
insert into FooStream;

The above example creates an event table named 'StockTable' in the database if it does not already exist (with three attributes named 'symbol', 'price', and 'volume' of the types 'string', 'float' and 'long' respectively). Then the table is joined with a stream named 'InputStream' based on a condition. The following operations are included in the condition:
[ AND, OR, Comparisons( < <= > >= == !=), IS NULL, NOT, str:contains(Table<Column>, Stream<Attribute> or Search.String)]

redis (Store)¶

This extension assigns data source and connection instructions to event tables. It also implements read write operations on connected datasource. This extension only can be used to read the data which persisted using the same extension since unique implementation has been used to map the relational data in to redis's key and value representation

Origin: siddhi-store-redis:3.1.2.SNAPSHOT

Syntax

@Store(type="redis", table.name="<STRING>", cluster.mode="<BOOL>", nodes="<STRING>", ttl.seconds="<LONG>", ttl.on.update="<BOOL>", ttl.on.read="<BOOL>")
@PrimaryKey("PRIMARY_KEY")
@Index("INDEX")

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
table.name	The name with which the event table should be persisted in the store. If noname is specified via this parameter, the event table is persisted with the same name as the Siddhi table.	The tale name defined in the siddhi app	STRING	Yes	No
cluster.mode	This will decide the redis mode. if this is false, client will connect to a single redis node.	false	BOOL	No	No
nodes	host, port and the password of the node(s).In single node mode node details can be provided as follows- "node='hosts:port@password'" In clustered mode host and port of all the master nodes should be provided separated by a comma(,). As an example "nodes = 'localhost:30001,localhost:30002'".	localhost:6379@root	STRING	Yes	No
ttl.seconds	Time to live in seconds for each record	-1	LONG	Yes	No
ttl.on.update	Set ttl on row update	false	BOOL	Yes	No
ttl.on.read	Set ttl on read rows	false	BOOL	Yes	No

Examples EXAMPLE 1

@store(type='redis',nodes='localhost:6379@root',table.name='fooTable',cluster.mode='false')define table fooTable(time long, date String)

Above example will create a redis table with the name fooTable and work on asingle redis node.

EXAMPLE 2

@Store(type='redis', table.name='SweetProductionTable', nodes='localhost:30001,localhost:30002,localhost:30003', cluster.mode='true')
@primaryKey('symbol')
@index('price') 
define table SweetProductionTable (symbol string, price float, volume long);

Above example demonstrate how to use the redis extension to connect in to redis cluster. Please note that, as nodes all the master node's host and port should be provided in order to work correctly. In clustered node password will not besupported

EXAMPLE 3

@store(type='redis',nodes='localhost:6379@root',table.name='fooTable', ttl.seconds='30', ttl.onUpdate='true', ttl.onRead='true')define table fooTable(time long, date String)

Above example will create a redis table with the name fooTable and work on asingle redis node. All rows inserted, updated or read will have its ttl set to 30 seconds

Str¶

groupConcat (Aggregate Function)¶

This function aggregates the received events by concatenating the keys in those events using a separator, e.g.,a comma (,) or a hyphen (-), and returns the concatenated key string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:groupConcat(<STRING> key)
<STRING> str:groupConcat(<STRING> key, <STRING> ...)
<STRING> str:groupConcat(<STRING> key, <STRING> separator, <BOOL> distinct)
<STRING> str:groupConcat(<STRING> key, <STRING> separator, <BOOL> distinct, <STRING> order)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
key	The string that needs to be aggregated.		STRING	No	Yes
separator	The separator that separates each string key after concatenating the keys.	,	STRING	Yes	Yes
distinct	This is used to only have distinct values in the concatenated string that is returned.	false	BOOL	Yes	Yes
order	This parameter accepts 'ASC' or 'DESC' strings to sort the string keys in either ascending or descending order respectively.	No order	STRING	Yes	Yes

Examples EXAMPLE 1

from InputStream#window.time(5 min)
select str:groupConcat("key") as groupedKeys
input OutputStream;

When we input events having values for the key as 'A', 'B', 'S', 'C', 'A', it returns "A,B,S,C,A" to the 'OutputStream'.

EXAMPLE 2

from InputStream#window.time(5 min)
select groupConcat("key","-",true,"ASC") as groupedKeys
input OutputStream;

When we input events having values for the key as 'A', 'B', 'S', 'C', 'A', specify the seperator as hyphen and choose the order to be ascending, the function returns "A-B-C-S" to the 'OutputStream'.

charAt (Function)¶

This function returns the 'char' value that is present at the given index position. of the input string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:charAt(<STRING> input.value, <INT> index)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.value	The input string of which the char value at the given position needs to be returned.		STRING	No	Yes
index	The variable that specifies the index of the char value that needs to be returned.		INT	No	Yes

Examples EXAMPLE 1

charAt("WSO2", 1)

In this case, the functiion returns the character that exists at index 1. Hence, it returns 'S'.

charFrequency (Function)¶

Gives the frequency of a char in input string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<LONG> str:charFrequency(<STRING> input.string, <STRING> char)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string to be processed.		STRING	No	Yes
char	The char's number of occurrences to be calculated		STRING	No	Yes

Examples EXAMPLE 1

str:charFrequency("WSO2,ABM,NSFT", ",")

This counts the number of occurrences of , in the given input.string. In this scenario, the output will is 2.

coalesce (Function)¶

This returns the first input parameter value of the given argument, that is not null.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> str:coalesce(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg, <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	It can have one or more input parameters in any data type. However, all the specified parameters are required to be of the same type.		INT LONG DOUBLE FLOAT STRING BOOL OBJECT	No	Yes

Examples EXAMPLE 1

coalesce(null, "BBB", "CCC")

This returns the first input parameter that is not null. In this example, it returns "BBB".

concat (Function)¶

This function returns a string value that is obtained as a result of concatenating two or more input string values.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:concat(<STRING> arg, <STRING> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg	This can have two or more `string` type input parameters.		STRING	No	Yes

Examples EXAMPLE 1

concat("D533", "8JU^", "XYZ")

This returns a string value by concatenating two or more given arguments. In the example shown above, it returns "D5338JU^XYZ".

contains (Function)¶

This function returns true if theinput.string contains the specified sequence of char values in the search.string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<BOOL> str:contains(<STRING> input.string, <STRING> search.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	Input string value.		STRING	No	Yes
search.string	The string value to be searched for in the `input.string`.		STRING	No	Yes

Examples EXAMPLE 1

contains("21 products are produced by WSO2 currently", "WSO2")

This returns a boolean value as the output. In this case, it returnstrue.

equalsIgnoreCase (Function)¶

This returns a boolean value by comparing two strings lexicographically without considering the letter case.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<BOOL> str:equalsIgnoreCase(<STRING> arg1, <STRING> arg2)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg1	The first input string argument.		STRING	No	Yes
arg2	The second input string argument. This is compared with the first argument.		STRING	No	Yes

Examples EXAMPLE 1

equalsIgnoreCase("WSO2", "wso2")

This returns a boolean value as the output. In this scenario, it returns "true".

fillTemplate (Function)¶

fillTemplate(string, map) will replace all the keys in the string using values in the map. fillTemplate(string, r1, r2 ..) replace all the entries {{1}}, {{2}}, {{3}} with r1 , r2, r3.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:fillTemplate(<STRING> template, <STRING|INT|LONG|DOUBLE|FLOAT|BOOL> replacement.type, <STRING|INT|LONG|DOUBLE|FLOAT|BOOL> ...)
<STRING> str:fillTemplate(<STRING> template, <OBJECT> map)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
template	The string with templated fields that needs to be filled with the given strings. The format of the templated fields should be as follows: {{KEY}} where 'KEY' is a STRING if you are using fillTemplate(string, map) {{KEY}} where 'KEY' is an INT if you are using fillTemplate(string, r1, r2 ..) This KEY is used to map the values		STRING	No	Yes
replacement.type	A set of arguments with any type string\|int\|long\|double\|float\|bool.	-	STRING INT LONG DOUBLE FLOAT BOOL	Yes	Yes
map	A map with key-value pairs to be replaced.	-	OBJECT	Yes	Yes

Examples EXAMPLE 1

str:fillTemplate("{{prize}} > 100 && {{salary}} < 10000", map:create('prize', 300, 'salary', 10000))

In this example, the template is '{{prize}} > 100 && {{salary}} < 10000'.Here, the templated string {{prize}} is replaced with the value corresponding to the 'prize' key in the given map.
Likewise salary replace with the salary value of the map

EXAMPLE 2

str:fillTemplate("{{1}} > 100 && {{2}} < 10000", 200, 300)

In this example, the template is '{{1}} > 100 && {{2}} < 10000'.Here, the templated string {{1}} is replaced with the corresponding 1^st value 200.
Likewise {{2}} replace with the 300

hex (Function)¶

This function returns a hexadecimal string by converting each byte of each character in the input string to two hexadecimal digits.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:hex(<STRING> input.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string to derive the hexadecimal value.		STRING	No	Yes

Examples EXAMPLE 1

hex("MySQL")

This returns the hexadecimal value of the input.string. In this scenario, the output is "4d7953514c".

length (Function)¶

Returns the length of the input string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<INT> str:length(<STRING> input.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string to derive the length.		STRING	No	Yes

Examples EXAMPLE 1

length("Hello World")

This outputs the length of the provided string. In this scenario, the, output is 11 .

lower (Function)¶

Converts the capital letters in the input string to the equivalent simple letters.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:lower(<STRING> input.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string to convert to the lower case (i.e., equivalent simple letters).		STRING	No	Yes

Examples EXAMPLE 1

lower("WSO2 cep ")

This converts the capital letters in the input.string to the equivalent simple letters. In this scenario, the output is "wso2 cep ".

regexp (Function)¶

Returns a boolean value based on the matchability of the input string and the given regular expression.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<BOOL> str:regexp(<STRING> input.string, <STRING> regex)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string to match with the given regular expression.		STRING	No	Yes
regex	The regular expression to be matched with the input string.		STRING	No	Yes

Examples EXAMPLE 1

regexp("WSO2 abcdh", "WSO(.*h)")

This returns a boolean value after matching regular expression with the given string. In this scenario, it returns "true" as the output.

repeat (Function)¶

Repeats the input string for a specified number of times.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:repeat(<STRING> input.string, <INT> times)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string that is repeated the number of times as defined by the user.		STRING	No	Yes
times	The number of times the input.string needs to be repeated .		INT	No	Yes

Examples EXAMPLE 1

repeat("StRing 1", 3)

This returns a string value by repeating the string for a specified number of times. In this scenario, the output is "StRing 1StRing 1StRing 1".

replaceAll (Function)¶

Finds all the substrings of the input string that matches with the given expression, and replaces them with the given replacement string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:replaceAll(<STRING> input.string, <STRING> regex, <STRING> replacement.string)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
input.string	The input string to be replaced.	STRING	No	Yes
regex	The regular expression to be matched with the input string.	STRING	No	Yes
replacement.string	The string with which each substring that matches the given expression should be replaced.	STRING	No	Yes

Examples EXAMPLE 1

replaceAll("hello hi hello",  'hello', 'test')

This returns a string after replacing the substrings of the input string with the replacement string. In this scenario, the output is "test hi test" .

replaceFirst (Function)¶

Finds the first substring of the input string that matches with the given regular expression, and replaces itwith the given replacement string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:replaceFirst(<STRING> input.string, <STRING> regex, <STRING> replacement.string)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
input.string	The input string that should be replaced.	STRING	No	Yes
regex	The regular expression with which the input string should be matched.	STRING	No	Yes
replacement.string	The string with which the first substring of input string that matches the regular expression should be replaced.	STRING	No	Yes

Examples EXAMPLE 1

replaceFirst("hello WSO2 A hello",  'WSO2(.*)A', 'XXXX')

This returns a string after replacing the first substring with the given replacement string. In this scenario, the output is "hello XXXX hello".

reverse (Function)¶

Returns the input string in the reverse order character-wise and string-wise.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:reverse(<STRING> input.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string to be reversed.		STRING	No	Yes

Examples EXAMPLE 1

reverse("Hello World")

This outputs a string value by reversing the incoming input.string. In this scenario, the output is "dlroW olleH".

split (Function)¶

Splits the input.string into substrings using the value parsed in the split.string and returns the substring at the position specified in the group.number.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:split(<STRING> input.string, <STRING> split.string, <INT> group.number)

QUERY PARAMETERS

Name	Description	Possible Data Types	Optional	Dynamic
input.string	The input string to be replaced.	STRING	No	Yes
split.string	The string value to be used to split the `input.string`.	STRING	No	Yes
group.number	The index of the split group	INT	No	Yes

Examples EXAMPLE 1

split("WSO2,ABM,NSFT", ",", 0)

This splits the given input.string by given split.string and returns the string in the index given by group.number. In this scenario, the output will is "WSO2".

strcmp (Function)¶

Compares two strings lexicographically and returns an integer value. If both strings are equal, 0 is returned. If the first string is lexicographically greater than the second string, a positive value is returned. If the first string is lexicographically greater than the second string, a negative value is returned.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<INT> str:strcmp(<STRING> arg1, <STRING> arg2)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
arg1	The first input string argument.		STRING	No	Yes
arg2	The second input string argument that should be compared with the first argument lexicographically.		STRING	No	Yes

Examples EXAMPLE 1

strcmp("AbCDefghiJ KLMN", 'Hello')

This compares two strings lexicographically and outputs an integer value.

substr (Function)¶

Returns a substring of the input string by considering a subset or all of the following factors: starting index, length, regular expression, and regex group number.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:substr(<STRING> input.string, <INT> begin.index)
<STRING> str:substr(<STRING> input.string, <INT> begin.index, <INT> length)
<STRING> str:substr(<STRING> input.string, <STRING> regex)
<STRING> str:substr(<STRING> input.string, <STRING> regex, <INT> group.number)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string to be processed.		STRING	No	Yes
begin.index	Starting index to consider for the substring.	-	INT	Yes	Yes
length	The length of the substring.	`input.string`.length - `begin.index`	INT	Yes	Yes
regex	The regular expression that should be matched with the input string.	-	STRING	Yes	Yes
group.number	The regex group number	0	INT	Yes	Yes

Examples EXAMPLE 1

substr("AbCDefghiJ KLMN", 4)

This outputs the substring based on the given begin.index. In this scenario, the output is "efghiJ KLMN".

EXAMPLE 2

substr("AbCDefghiJ KLMN",  2, 4)

This outputs the substring based on the given begin.index and length. In this scenario, the output is "CDef".

EXAMPLE 3

substr("WSO2D efghiJ KLMN", '^WSO2(.*)')

This outputs the substring by applying the regex. In this scenario, the output is "WSO2D efghiJ KLMN".

EXAMPLE 4

substr("WSO2 cep WSO2 XX E hi hA WSO2 heAllo",  'WSO2(.*)A(.*)',  2)

This outputs the substring by applying the regex and considering the group.number. In this scenario, the output is " ello".

trim (Function)¶

Returns a copy of the input string without the leading and trailing whitespace (if any).

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:trim(<STRING> input.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string that needs to be trimmed.		STRING	No	Yes

Examples EXAMPLE 1

trim("  AbCDefghiJ KLMN  ")

This returns a copy of the input.string with the leading and/or trailing white-spaces omitted. In this scenario, the output is "AbCDefghiJ KLMN".

unhex (Function)¶

Returns a string by converting the hexadecimal characters in the input string.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:unhex(<STRING> input.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The hexadecimal input string that needs to be converted to string.		STRING	No	Yes

Examples EXAMPLE 1

unhex("4d7953514c")

This converts the hexadecimal value to string.

upper (Function)¶

Converts the simple letters in the input string to the equivalent capital/block letters.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

<STRING> str:upper(<STRING> input.string)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string that should be converted to the upper case (equivalent capital/block letters).		STRING	No	Yes

Examples EXAMPLE 1

upper("Hello World")

This converts the simple letters in the input.string to theequivalent capital letters. In this scenario, the output is "HELLO WORLD".

tokenize (Stream Processor)¶

This function splits the input string into tokens using a given regular expression and returns the split tokens.

Origin: siddhi-execution-string:5.0.10.SNAPSHOT

Syntax

str:tokenize(<STRING> input.string, <STRING> regex)
str:tokenize(<STRING> input.string, <STRING> regex, <BOOL> distinct)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
input.string	The input string which needs to be split.		STRING	No	Yes
regex	The string value which is used to tokenize the 'input.string'.		STRING	No	Yes
distinct	This flag is used to return only distinct values.	false	BOOL	Yes	Yes

Extra Return Attributes

Name	Description	Possible Types
token	The attribute which contains a single token.	STRING

Examples EXAMPLE 1

define stream inputStream (str string);
@info(name = 'query1')
from inputStream#str:tokenize(str , ',')
select token
insert into outputStream;

This query performs tokenization on the given string. If the str is "Android,Windows8,iOS", then the string is split into 3 events containing the token attribute values, i.e., Android, Windows8 and iOS.

Time¶

currentDate (Function)¶

Function returns the system time in yyyy-MM-dd format.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:currentDate()

Examples EXAMPLE 1

time:currentDate()

Returns the current date in the yyyy-MM-dd format, such as 2019-06-21.

currentTime (Function)¶

Function returns system time in the HHss format.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:currentTime()

Examples EXAMPLE 1

time:currentTime()

Returns the current date in the HHss format, such as 15:23:24.

currentTimestamp (Function)¶

When no argument is provided, function returns the system current timestamp in yyyy-MM-dd HHss format, and when a timezone is provided as an argument, it converts and return the current system time to the given timezone format.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:currentTimestamp()
<STRING> time:currentTimestamp(<STRING> timezone)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
timezone	The timezone to which the current time need to be converted. For example, `Asia/Kolkata`, `PST`. Get the supported timezone IDs from here	System timezone	STRING	Yes	No

Examples EXAMPLE 1

time:currentTimestamp()

Returns current system time in yyyy-MM-dd HHss format, such as 2019-03-31 14:07:00.

EXAMPLE 2

time:currentTimestamp('Asia/Kolkata')

Returns current system time converted to 'Asia/Kolkata' timezone yyyy-MM-dd HHss format, such as 2019-03-31 19:07:00. Get the supported timezone IDs from here

EXAMPLE 3

time:currentTimestamp('CST')

Returns current system time converted to 'CST' timezone yyyy-MM-dd HHss format, such as 2019-03-31 02:07:00. Get the supported timezone IDs from here

date (Function)¶

Extracts the date part of a date or date-time and return it in yyyy-MM-dd format.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:date(<STRING> date.value, <STRING> date.format)
<STRING> time:date(<STRING> date.value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
date.value	The value of the date. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.		STRING	No	Yes
date.format	The format of the date value provided. For example, `yyyy/MM/dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes

Examples EXAMPLE 1

time:date('2014/11/11 13:23:44', 'yyyy/MM/dd HH:mm:ss')

Extracts the date and returns 2014-11-11.

EXAMPLE 2

time:date('2014-11-23 13:23:44.345')

Extracts the date and returns 2014-11-13.

EXAMPLE 3

time:date('13:23:44', 'HH:mm:ss')

Extracts the date and returns 1970-01-01.

dateAdd (Function)¶

Adds the specified time interval to a date.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:dateAdd(<STRING> date.value, <INT> expr, <STRING> unit)
<STRING> time:dateAdd(<LONG> timestamp.in.milliseconds, <INT> expr, <STRING> unit)
<STRING> time:dateAdd(<STRING> date.value, <INT> expr, <STRING> unit, <STRING> date.format)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
date.value	The value of the date. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.	-	STRING	Yes	Yes
expr	The amount by which the selected part of the date should be incremented. For example `2` ,`5` ,`10`, etc.		INT	No	Yes
unit	This is the part of the date that needs to be modified. For example, `MINUTE`, `HOUR`, `MONTH`, `YEAR`, `QUARTER`, `WEEK`, `DAY`, `SECOND`.		STRING	No	No
date.format	The format of the date value provided. For example, `yyyy-MM-dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes
timestamp.in.milliseconds	The date value in milliseconds. For example, `1415712224000L`.	-	LONG	Yes	Yes

Examples EXAMPLE 1

time:dateAdd('2014-11-11 13:23:44.657', 5, 'YEAR', 'yyyy-MM-dd HH:mm:ss.SSS')

Adds five years to the given date value and returns 2019-11-11 13:23:44.657.

EXAMPLE 2

time:dateAdd('2014-11-11 13:23:44.657', 5, 'YEAR')

Adds five years to the given date value and returns 2019-11-11 13:23:44.657 using the default date.format yyyy-MM-dd HHss.SSS.

EXAMPLE 3

time:dateAdd( 1415712224000L, 1, 'HOUR')

Adds one hour and 1415715824000 as a string.

dateDiff (Function)¶

Returns difference between two dates in days.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<INT> time:dateDiff(<STRING> date.value1, <STRING> date.value2, <STRING> date.format1, <STRING> date.format2)
<INT> time:dateDiff(<STRING> date.value1, <STRING> date.value2)
<INT> time:dateDiff(<LONG> timestamp.in.milliseconds1, <LONG> timestamp.in.milliseconds2)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
date.value1	The value of the first date parameter. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.	-	STRING	Yes	Yes
date.value2	The value of the second date parameter. For example, `2014-11-11 13:23:44.657`, `2014-11-11` , `13:23:44.657`.	-	STRING	Yes	Yes
date.format1	The format of the first date value provided. For example, `yyyy-MM-dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes
date.format2	The format of the second date value provided. For example, `yyyy-MM-dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes
timestamp.in.milliseconds1	The first date value in milliseconds from the epoch. For example, `1415712224000L`.	-	LONG	Yes	Yes
timestamp.in.milliseconds2	The second date value in milliseconds from the epoch. For example, `1415712224000L`.	-	LONG	Yes	Yes

Examples EXAMPLE 1

time:dateDiff('2014-11-11 13:23:44', '2014-11-9 13:23:44', 'yyyy-MM-dd HH:mm:ss', 'yyyy-MM-dd HH:mm:ss')

Returns the date difference between the two given dates as 2.

EXAMPLE 2

time:dateDiff('2014-11-13 13:23:44', '2014-11-9 13:23:44')

Returns the date difference between the two given dates as 4.

EXAMPLE 3

time:dateDiff(1415692424000L, 1412841224000L)

Returns the date difference between the two given dates as 33.

dateFormat (Function)¶

Formats the data in string or milliseconds format to the given date format.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:dateFormat(<STRING> date.value, <STRING> date.target.format, <STRING> date.source.format)
<STRING> time:dateFormat(<STRING> date.value, <STRING> date.target.format)
<STRING> time:dateFormat(<LONG> timestamp.in.milliseconds, <STRING> date.target.format)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
date.value	The value of the date. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.	-	STRING	Yes	Yes
date.target.format	The format of the date into which the date value needs to be converted. For example, `yyyy/MM/dd HHss`.		STRING	No	Yes
date.source.format	The format input date.value.For example, `yyyy-MM-dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes
timestamp.in.milliseconds	The date value in milliseconds from the epoch. For example, `1415712224000L`.	-	LONG	Yes	Yes

Examples EXAMPLE 1

time:dateFormat('2014/11/11 13:23:44', 'mm:ss', 'yyyy/MM/dd HH:mm:ss')

Converts date based on the target date format mm:ss and returns 23:44.

EXAMPLE 2

time:dateFormat('2014-11-11 13:23:44', 'HH:mm:ss')

Converts date based on the target date format HHss and returns 13:23:44.

EXAMPLE 3

time:dateFormat(1415692424000L, 'yyyy-MM-dd')

Converts date in millisecond based on the target date format yyyy-MM-dd and returns 2014-11-11.

dateSub (Function)¶

Subtracts the specified time interval from the given date.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:dateSub(<STRING> date.value, <INT> expr, <STRING> unit)
<STRING> time:dateSub(<STRING> date.value, <INT> expr, <STRING> unit, <STRING> date.format)
<STRING> time:dateSub(<LONG> timestamp.in.milliseconds, <INT> expr, <STRING> unit)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
date.value	The value of the date. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.	-	STRING	Yes	Yes
expr	The amount by which the selected part of the date should be decremented. For example `2` ,`5` ,`10`, etc.		INT	No	Yes
unit	This is the part of the date that needs to be modified. For example, `MINUTE`, `HOUR`, `MONTH`, `YEAR`, `QUARTER`, `WEEK`, `DAY`, `SECOND`.		STRING	No	No
date.format	The format of the date value provided. For example, `yyyy-MM-dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes
timestamp.in.milliseconds	The date value in milliseconds. For example, `1415712224000L`.	-	LONG	Yes	Yes

Examples EXAMPLE 1

time:dateSub('2019-11-11 13:23:44.657', 5, 'YEAR', 'yyyy-MM-dd HH:mm:ss.SSS')

Subtracts five years to the given date value and returns 2014-11-11 13:23:44.657.

EXAMPLE 2

time:dateSub('2019-11-11 13:23:44.657', 5, 'YEAR')

Subtracts five years to the given date value and returns 2014-11-11 13:23:44.657 using the default date.format yyyy-MM-dd HHss.SSS.

EXAMPLE 3

time:dateSub( 1415715824000L, 1, 'HOUR')

Subtracts one hour and 1415712224000 as a string.

dayOfWeek (Function)¶

Extracts the day on which a given date falls.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:dayOfWeek(<STRING> date.value, <STRING> date.format)
<STRING> time:dayOfWeek(<STRING> date.value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
date.value	The value of the date. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.		STRING	No	Yes
date.format	The format of the date value provided. For example, `yyyy/MM/dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes

Examples EXAMPLE 1

time:date('2014/12/11 13:23:44', 'yyyy/MM/dd HH:mm:ss')

Extracts the date and returns Thursday.

EXAMPLE 2

time:date('2014-11-11 13:23:44.345')

Extracts the date and returns Tuesday.

extract (Function)¶

Function extracts a date unit from the date.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<INT> time:extract(<STRING> unit, <STRING> date.value)
<INT> time:extract(<STRING> unit, <STRING> date.value, <STRING> date.format)
<INT> time:extract(<STRING> unit, <STRING> date.value, <STRING> date.format, <STRING> locale)
<INT> time:extract(<LONG> timestamp.in.milliseconds, <STRING> unit)
<INT> time:extract(<LONG> timestamp.in.milliseconds, <STRING> unit, <STRING> locale)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unit	This is the part of the date that needs to be modified. For example, `MINUTE`, `HOUR`, `MONTH`, `YEAR`, `QUARTER`, `WEEK`, `DAY`, `SECOND`.		STRING	No	No
date.value	The value of the date. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.	-	STRING	Yes	Yes
date.format	The format of the date value provided. For example, `yyyy-MM-dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes
timestamp.in.milliseconds	The date value in milliseconds. For example, `1415712224000L`.	-	LONG	Yes	Yes
locale	Represents a specific geographical, political or cultural region. For example `en_US` and `fr_FR`	Current default locale set in the Java Virtual Machine.	STRING	Yes	No

Examples EXAMPLE 1

time:extract('YEAR', '2019/11/11 13:23:44.657', 'yyyy/MM/dd HH:mm:ss.SSS')

Extracts the year amount and returns 2019.

EXAMPLE 2

time:extract('DAY', '2019-11-12 13:23:44.657')

Extracts the day amount and returns 12.

EXAMPLE 3

time:extract(1394556804000L, 'HOUR')

Extracts the hour amount and returns 22.

timestampInMilliseconds (Function)¶

Returns the system time or the given time in milliseconds.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<LONG> time:timestampInMilliseconds()
<LONG> time:timestampInMilliseconds(<STRING> date.value, <STRING> date.format)
<LONG> time:timestampInMilliseconds(<STRING> date.value)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
date.value	The value of the date. For example, `2014-11-11 13:23:44.657`, `2014-11-11`, `13:23:44.657`.	Current system time	STRING	Yes	Yes
date.format	The format of the date value provided. For example, `yyyy/MM/dd HHss.SSS`.	`yyyy-MM-dd HH:mm:ss.SSS`	STRING	Yes	Yes

Examples EXAMPLE 1

time:timestampInMilliseconds()

Returns the system current time in milliseconds.

EXAMPLE 2

time:timestampInMilliseconds('2007-11-30 10:30:19', 'yyyy-MM-DD HH:MM:SS')

Converts 2007-11-30 10:30:19 in yyyy-MM-DD HH:MM:SS format to milliseconds as 1170131400019.

EXAMPLE 3

time:timestampInMilliseconds('2007-11-30 10:30:19.000')

Converts 2007-11-30 10:30:19 in yyyy-MM-DD HH:MM:ss.SSS format to milliseconds as 1196398819000.

utcTimestamp (Function)¶

Function returns the system current time in UTC timezone with yyyy-MM-dd HHss format.

Origin: siddhi-execution-time:5.0.5.SNAPSHOT

Syntax

<STRING> time:utcTimestamp()

Examples EXAMPLE 1

time:utcTimestamp()

Returns the system current time in UTC timezone with yyyy-MM-dd HHss format, and a sample output will be like 2019-07-03 09:58:34.

Unique¶

deduplicate (Stream Processor)¶

Removes duplicate events based on the unique.key parameter that arrive within the time.interval gap from one another.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:deduplicate(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> time.interval)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	Parameter to uniquely identify events.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
time.interval	The sliding time period within which the duplicate events are dropped.		INT LONG	No	No

Examples EXAMPLE 1

define stream TemperatureStream (sensorId string, temperature double)

from TemperatureStream#unique:deduplicate(sensorId, 30 sec)
select *
insert into UniqueTemperatureStream;

Query that removes duplicate events of TemperatureStream stream based on sensorId attribute when they arrive within 30 seconds.

ever (Window)¶

Window that retains the latest events based on a given unique keys. When a new event arrives with the same key it replaces the one that exist in the window.<b>This function is not recommended to be used when the maximum number of unique attributes are undefined, as there is a risk of system going out to memory</b>.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:ever(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key)
unique:ever(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG|FLOAT|BOOL|DOUBLE|STRING> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute used to checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes

Examples EXAMPLE 1

define stream LoginEvents (timestamp long, ip string);

from LoginEvents#window.unique:ever(ip)
select count(ip) as ipCount
insert events into UniqueIps;

Query collects all unique events based on the ip attribute by retaining the latest unique events from the LoginEvents stream. Then the query counts the unique ips arrived so far and outputs the ipCount via the UniqueIps stream.

EXAMPLE 2

define stream DriverChangeStream (trainID string, driver string);

from DriverChangeStream#window.unique:ever(trainID)
select trainID, driver
insert expired events into PreviousDriverChangeStream;

Query collects all unique events based on the trainID attribute by retaining the latest unique events from the DriverChangeStream stream. The query outputs the previous unique event stored in the window as the expired events are emitted via PreviousDriverChangeStream stream.

EXAMPLE 3

define stream StockStream (symbol string, price float);
define stream PriceRequestStream(symbol string);

from StockStream#window.unique:ever(symbol) as s join PriceRequestStream as p
on s.symbol == p.symbol 
select s.symbol as symbol, s.price as price 
insert events into PriceResponseStream;

Query stores the last unique event for each symbol attribute of StockStream stream, and joins them with events arriving on the PriceRequestStream for equal symbol attributes to fetch the latest price for each requested symbol and output via PriceResponseStream stream.

externalTimeBatch (Window)¶

This is a batch (tumbling) time window that is determined based on an external time, i.e., time stamps that are specified via an attribute in the events. It holds the latest unique events that arrived during the last window time period. The unique events are determined based on the value for a specified unique key parameter. When a new event arrives within the time window with a value for the unique key parameter that is the same as that of an existing event in the window, the existing event expires and it is replaced by the new event.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:externalTimeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <LONG> time.stamp, <INT|LONG> window.time)
unique:externalTimeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <LONG> time.stamp, <INT|LONG> window.time, <INT> start.time)
unique:externalTimeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <LONG> time.stamp, <INT|LONG> window.time, <INT> start.time, <INT|LONG> time.out)
unique:externalTimeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <LONG> time.stamp, <INT|LONG> window.time, <INT> start.time, <INT|LONG> time.out, <BOOL> replace.time.stamp.with.batch.end.time)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
time.stamp	The time which the window determines as the current time and acts upon. The value of this parameter should be monotonically increasing.		LONG	No	Yes
window.time	The sliding time period for which the window should hold events.		INT LONG	No	No
start.time	This specifies an offset in milliseconds in order to start the window at a time different to the standard time.	Timestamp of first event	INT	Yes	No
time.out	Time to wait for arrival of a new event, before flushing and returning the output for events belonging to a specific batch.	The system waits till an event from the next batch arrives to flush the current batch	INT LONG	Yes	No
replace.time.stamp.with.batch.end.time	Replaces the 'timestamp' value with the corresponding batch end time stamp.	false	BOOL	Yes	No

Examples EXAMPLE 1

define stream LoginEvents (timestamp long, ip string);

from LoginEvents#window.unique:externalTimeBatch(ip, timestamp, 1 sec, 0, 2 sec) 
select timestamp, ip, count() as total
insert into UniqueIps ;

In this query, the window holds the latest unique events that arrive from the 'LoginEvent' stream during each second. The latest events are determined based on the external time stamp. At a given time, all the events held in the window have unique values for the 'ip' and monotonically increasing values for 'timestamp' attributes. The events in the window are inserted into the 'UniqueIps' output stream. The system waits for 2 seconds for the arrival of a new event before flushing the current batch.

first (Window)¶

This is a window that holds only the first set of unique events according to the unique key parameter. When a new event arrives with a key that is already in the window, that event is not processed by the window.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:first(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key)
unique:first(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG|FLOAT|BOOL|DOUBLE|STRING> ...)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness. If there is more than one parameter to check for uniqueness, it can be specified as an array separated by commas.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes

Examples EXAMPLE 1

define stream LoginEvents (timeStamp long, ip string);

from LoginEvents#window.unique:first(ip)
insert into UniqueIps ;

This returns the first set of unique items that arrive from the 'LoginEvents' stream, and returns them to the 'UniqueIps' stream. The unique events are only those with a unique value for the 'ip' attribute.

firstLengthBatch (Window)¶

This is a batch (tumbling) window that holds a specific number of unique events (depending on which events arrive first). The unique events are selected based on a specific parameter that is considered as the unique key. When a new event arrives with a value for the unique key parameter that matches the same of an existing event in the window, that event is not processed by the window.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:firstLengthBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT> window.length)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
window.length	The number of events the window should tumble.		INT	No	No

Examples EXAMPLE 1

define window CseEventWindow (symbol string, price float, volume int)

from CseEventStream#window.unique:firstLengthBatch(symbol, 10)
select symbol, price, volume
insert all events into OutputStream ;

The window in this configuration holds the first unique events from the 'CseEventStream' stream every second, and outputs them all into the the 'OutputStream' stream. All the events in a window during a given second should have a unique value for the 'symbol' attribute.

firstTimeBatch (Window)¶

A batch-time or tumbling window that holds the unique events according to the unique key parameters that have arrived within the time period of that window and gets updated for each such time window. When a new event arrives with a key which is already in the window, that event is not processed by the window.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:firstTimeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> window.time)
unique:firstTimeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> window.time, <INT|LONG> start.time)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
window.time	The sliding time period for which the window should hold events.		INT LONG	No	No
start.time	This specifies an offset in milliseconds in order to start the window at a time different to the standard time.	Timestamp of the first event.	INT LONG	Yes	No

Examples EXAMPLE 1

define stream CseEventStream (symbol string, price float, volume int)

from CseEventStream#window.unique:firstTimeBatch(symbol,1 sec)
 select symbol, price, volume
insert all events into OutputStream ;

This holds the first unique events that arrive from the 'cseEventStream' input stream during each second, based on the symbol,as a batch, and returns all the events to the 'OutputStream'.

length (Window)¶

This is a sliding length window that holds the events of the latest window length with the unique key and gets updated for the expiry and arrival of each event. When a new event arrives with the key that is already there in the window, then the previous event expires and new event is kept within the window.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:length(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT> window.length)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
window.length	The number of events that should be included in a sliding length window.		INT	No	No

Examples EXAMPLE 1

define stream CseEventStream (symbol string, price float, volume int)

from CseEventStream#window.unique:length(symbol,10)
select symbol, price, volume
insert all events into OutputStream;

In this configuration, the window holds the latest 10 unique events. The latest events are selected based on the symbol attribute. If the 'CseEventStream' receives an event for which the value for the symbol attribute is the same as that of an existing event in the window, the existing event is replaced by the new event. All the events are returned to the 'OutputStream' event stream once an event expires or is added to the window.

lengthBatch (Window)¶

This is a batch (tumbling) window that holds a specified number of latest unique events. The unique events are determined based on the value for a specified unique key parameter. The window is updated for every window length, i.e., for the last set of events of the specified number in a tumbling manner. When a new event arrives within the window length having the same value for the unique key parameter as an existing event in the window, the previous event is replaced by the new event.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:lengthBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT> window.length)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
window.length	The number of events the window should tumble.		INT	No	No

Examples EXAMPLE 1

define window CseEventWindow (symbol string, price float, volume int)

 from CseEventStream#window.unique:lengthBatch(symbol, 10)
select symbol, price, volume
insert expired events into OutputStream ;

In this query, the window at any give time holds the last 10 unique events from the 'CseEventStream' stream. Each of the 10 events within the window at a given time has a unique value for the symbol attribute. If a new event has the same value for the symbol attribute as an existing event within the window length, the existing event expires and it is replaced by the new event. The query returns expired individual events as well as expired batches of events to the 'OutputStream' stream.

time (Window)¶

This is a sliding time window that holds the latest unique events that arrived during the previous time window. The unique events are determined based on the value for a specified unique key parameter. The window is updated with the arrival and expiry of each event. When a new event that arrives within a window time period has the same value for the unique key parameter as an existing event in the window, the previous event is replaced by the new event.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:time(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> window.time)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
window.time	The sliding time period for which the window should hold events.		INT LONG	No	No

Examples EXAMPLE 1

define stream CseEventStream (symbol string, price float, volume int)

from CseEventStream#window.unique:time(symbol, 1 sec)
select symbol, price, volume
insert expired events into OutputStream ;

In this query, the window holds the latest unique events that arrived within the last second from the 'CseEventStream', and returns the expired events to the 'OutputStream' stream. During any given second, each event in the window should have a unique value for the 'symbol' attribute. If a new event that arrives within the same second has the same value for the symbol attribute as an existing event in the window, the existing event expires.

timeBatch (Window)¶

This is a batch (tumbling) time window that is updated with the latest events based on a unique key parameter. If a new event that arrives within the time period of a windowhas a value for the key parameter which matches that of an existing event, the existing event expires and it is replaced by the latest event.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:timeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> window.time)
unique:timeBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> window.time, <INT|LONG> start.time)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
window.time	The tumbling time period for which the window should hold events.		INT LONG	No	No
start.time	This specifies an offset in milliseconds in order to start the window at a time different to the standard time.	Timestamp of first event	INT LONG	Yes	No

Examples EXAMPLE 1

define stream CseEventStream (symbol string, price float, volume int)

from CseEventStream#window.unique:timeBatch(symbol, 1 sec)
select symbol, price, volume
insert all events into OutputStream ;

This window holds the latest unique events that arrive from the 'CseEventStream' at a given time, and returns all the events to the 'OutputStream' stream. It is updated every second based on the latest values for the 'symbol' attribute.

timeLengthBatch (Window)¶

This is a batch or tumbling time length window that is updated with the latest events based on a unique key parameter. The window tumbles upon the elapse of the time window, or when a number of unique events have arrived. If a new event that arrives within the period of the window has a value for the key parameter which matches the value of an existing event, the existing event expires and it is replaced by the new event.

Origin: siddhi-execution-unique:5.0.6.SNAPSHOT

Syntax

unique:timeLengthBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> window.time, <INT> window.length)
unique:timeLengthBatch(<INT|LONG|FLOAT|BOOL|DOUBLE|STRING> unique.key, <INT|LONG> window.time, <INT|LONG> start.time, <INT> window.length)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
unique.key	The attribute that should be checked for uniqueness.		INT LONG FLOAT BOOL DOUBLE STRING	No	Yes
window.time	The sliding time period for which the window should hold the events.		INT LONG	No	No
start.time	This specifies an offset in milliseconds in order to start the window at a time different to the standard time.	Timestamp of first event	INT LONG	Yes	No
window.length	The number of events the window should tumble.		INT	No	No

Examples EXAMPLE 1

define stream CseEventStream (symbol string, price float, volume int)

from CseEventStream#window.unique:timeLengthBatch(symbol, 1 sec, 20)
select symbol, price, volume
insert all events into OutputStream;

This window holds the latest unique events that arrive from the 'CseEventStream' at a given time, and returns all the events to the 'OutputStream' stream. It is updated every second based on the latest values for the 'symbol' attribute.

Unitconversion¶

MmTokm (Function)¶

This converts the input given in megameters into kilometers.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:MmTokm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from megameters into kilometers.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:MmTokm(1)

The megameter value '1' is converted into kilometers as '1000.0' .

cmToft (Function)¶

This converts the input given in centimeters into feet.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmToft(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into feet.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmToft(100)

The centimeters value '100' is converted into feet as '3.280' .

cmToin (Function)¶

This converts the input given in centimeters into inches.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmToin(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into inches.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmToin(100)

Input centimeters value '100' is converted into inches as '39.37'.

cmTokm (Function)¶

This converts the input value given in centimeters into kilometers.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmTokm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into kilometers.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmTokm(100)

The centimeters value '100' is converted into kilometers as '0.001'.

cmTom (Function)¶

This converts the input given in centimeters into meters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmTom(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into meters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmTom(100)

The centimeters value '100' is converted into meters as '1.0' .

cmTomi (Function)¶

This converts the input given in centimeters into miles.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmTomi(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into miles.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmTomi(10000)

The centimeters value '10000' is converted into miles as '0.062' .

cmTomm (Function)¶

This converts the input given in centimeters into millimeters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmTomm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into millimeters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmTomm(1)

The centimeter value '1' is converted into millimeters as '10.0' .

cmTonm (Function)¶

This converts the input given in centimeters into nanometers.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmTonm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into nanometers.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmTonm(1)

The centimeter value '1' is converted into nanometers as '10000000' .

cmToum (Function)¶

This converts the input in centimeters into micrometers.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmToum(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into micrometers.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmToum(100)

The centimeters value '100' is converted into micrometers as '1000000.0' .

cmToyd (Function)¶

This converts the input given in centimeters into yards.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:cmToyd(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from centimeters into yards.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:cmToyd(1)

The centimeter value '1' is converted into yards as '0.01' .

dToh (Function)¶

This converts the input given in days into hours.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:dToh(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from days into hours.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:dToh(1)

The day value '1' is converted into hours as '24.0'.

gTokg (Function)¶

This converts the input given in grams into kilograms.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:gTokg(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from grams into kilograms.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:gTokg(1000)

The grams value '1000' is converted into kilogram as '1.0' .

gTomg (Function)¶

This converts the input given in grams into milligrams.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:gTomg(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from grams into milligrams.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:gTomg(1)

The gram value '1' is converted into milligrams as '1000.0' .

gToug (Function)¶

This converts the input given in grams into micrograms.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:gToug(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from grams into micrograms.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:gToug(1)

The gram value '1' is converted into micrograms as '1000000.0' .

hTom (Function)¶

This converts the input given in hours into minutes.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:hTom(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from hours into minutes.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:hTom(1)

The hour value '1' is converted into minutes as '60.0' .

hTos (Function)¶

This converts the input given in hours into seconds.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:hTos(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from hours into seconds.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:hTos(1)

The hour value '1' is converted into seconds as '3600.0'.

kgToLT (Function)¶

This converts the input given in kilograms into imperial tons.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kgToLT(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilograms into imperial tons.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kgToLT(1000)

The kilograms value '1000' is converted into imperial tons as '0.9842' .

kgToST (Function)¶

This converts the input given in kilograms into US tons.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kgToST(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilograms into US tons.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kgToST(1000)

The kilograms value '1000 is converted into US tons as '1.10' .

kgTog (Function)¶

This converts the input given in kilograms into grams.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kgTog(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilograms into grams.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kgTog(1)

The kilogram value '1' is converted into grams as '1000'.

kgTolb (Function)¶

This converts the input given in kilograms into pounds.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kgTolb(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilograms into pounds.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kgTolb(1)

The kilogram value '1' is converted into pounds as '2.2' .

kgTooz (Function)¶

This converts the input given in kilograms into ounces.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kgTooz(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilograms into ounces.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kgTooz(1)

The kilogram value '1' is converted into ounces as ' 35.274' .

kgTost (Function)¶

This converts the input given in kilograms into imperial stones.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kgTost(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilograms into imperial stones.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kgTost(1)

The kilogram value '1' is converted into imperial stones as '0.157' .

kgTot (Function)¶

This converts the input given in kilograms into tonnes.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kgTot(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilograms into tonnes.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kgTot(1)

The kilogram value '1' is converted into tonnes as '0.001' .

kmTocm (Function)¶

This converts the input given in kilometers into centimeters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmTocm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into centimeters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmTocm(1)

The kilometer value '1' is converted into centimeters as '100000.0' .

kmToft (Function)¶

This converts the input given in kilometers into feet.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmToft(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into feet.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmToft(1)

The kilometer value '1' is converted into feet as '3280.8' .

kmToin (Function)¶

This converts the input given in kilometers into inches.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmToin(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into inches.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmToin(1)

The kilometer value '1' is converted into inches as '39370.08' .

kmTom (Function)¶

This converts the input given in kilometers into meters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmTom(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into meters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmTom(1)

The kilometer value '1' is converted into meters as '1000.0' .

kmTomi (Function)¶

This converts the input given in kilometers into miles.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmTomi(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into miles.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmTomi(1)

The kilometer value '1' is converted into miles as '0.621' .

kmTomm (Function)¶

This converts the input given in kilometers into millimeters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmTomm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into millimeters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmTomm(1)

The kilometer value '1' is converted into millimeters as '1000000.0' .

kmTonm (Function)¶

This converts the input given in kilometers into nanometers.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmTonm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into nanometers.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmTonm(1)

The kilometer value '1' is converted into nanometers as '1000000000000.0' .

kmToum (Function)¶

This converts the input given in kilometers into micrometers.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmToum(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into micrometers.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmToum(1)

The kilometer value '1' is converted into micrometers as '1000000000.0' .

kmToyd (Function)¶

This converts the input given in kilometers into yards.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:kmToyd(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from kilometers into yards.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:kmToyd(1)

The kilometer value '1' is converted into yards as '1093.6' .

lTom3 (Function)¶

This converts the input given in liters into cubic meters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:lTom3(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from liters into cubic meters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:lTom3(1000)

The liters value '1000' is converted into cubic meters as '1' .

lToml (Function)¶

This converts the input given in liters into milliliters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:lToml(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from liters into milliliters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:lToml(1)

The liter value '1' is converted into milliliters as '1000.0' .

m3Tol (Function)¶

This converts the input given in cubic meters into liters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:m3Tol(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from meters into liters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:m3Tol(1)

The cubic meter value '1' is converted into liters as '1000.0' .

mTocm (Function)¶

This converts the input given in meters into centimeters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:mTocm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from meters into centimeters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:mTocm(1)

The meter value '1' is converted to centimeters as '100.0' .

mToft (Function)¶

This converts the input given in meters into feet.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:mToft(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from meters into feet.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:mToft(1)

The meter value '1' is converted into feet as '3.280' .

mTomm (Function)¶

This converts the input given in meters into millimeters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:mTomm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from meters into millimeters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:mTomm(1)

The meter value '1' is converted into millimeters as '1000.0' .

mTos (Function)¶

This converts the input given in minutes into seconds.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:mTos(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from minutes into seconds.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:mTos(1)

The minute value '1' is converted into seconds as '60.0' .

mToyd (Function)¶

This converts the input given in meters into yards.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:mToyd(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from meters into yards.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:mToyd(1)

The meter value '1' is converted into yards as '1.093' .

miTokm (Function)¶

This converts the input given in miles into kilometers.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:miTokm(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from miles into kilometers.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:miTokm(1)

The mile value '1' is converted into kilometers as '1.6' .

mlTol (Function)¶

This converts the input given in milliliters into liters.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:mlTol(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from milliliters into liters.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:mlTol(1000)

The milliliters value '1000' is converted into liters as '1'.

sToms (Function)¶

This converts the input given in seconds into milliseconds.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:sToms(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from seconds into milliseconds.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:sToms(1)

The second value '1' is converted into milliseconds as '1000.0' .

sTons (Function)¶

This converts the input given in seconds into nanoseconds.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:sTons(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from seconds into nanoseconds.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:sTons(1)

The second value '1' is converted into nanoseconds as '1000000000.0' .

sTous (Function)¶

This converts the input given in seconds into microseconds.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:sTous(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from seconds into microseconds.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:sTous(1)

The second value '1' is converted into microseconds as '1000000.0' .

tTog (Function)¶

This converts the input given in tonnes into grams.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:tTog(<INT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from Tonnes into grams.		INT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:tTog(1)

The tonne value '1' is converted into grams as '1000000.0' .

tTokg (Function)¶

This converts the input given in tonnes into kilograms.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:tTokg(<INT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from tonnes into kilograms.		INT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:tTokg(inValue)

The tonne value is converted into kilograms as '1000.0' .

yTod (Function)¶

This converts the given input in years into days.

Origin: siddhi-execution-unitconversion:2.0.3.SNAPSHOT

Syntax

<DOUBLE> unitconversion:yTod(<INT|LONG|FLOAT|DOUBLE> p1)

QUERY PARAMETERS

Name	Description	Default Value	Possible Data Types	Optional	Dynamic
p1	The value that needs to be converted from years into days.		INT LONG FLOAT DOUBLE	No	Yes

Examples EXAMPLE 1

unitconversion:yTod(1)

The year value '1' is converted into days as '365.2525' .

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