Project: Siddhi (App Definition and Development / Streaming & Messaging)
File: 5.0.0.md

<p style="word-wrap: break-word">Returns the results of AND operation for all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> and(<BOOL> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that needs to be AND operation.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">BOOL</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from cscStream#window.lengthBatch(10) select and(isFraud) as isFraudTransaction insert into alertStream; ``` <p style="word-wrap: break-word">This will returns the result for AND operation of isFraud values as a boolean value for event chunk expiry by window length batch.</p> <p style="word-wrap: break-word">Calculates the average for all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <DOUBLE> avg(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that need to be averaged.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream#window.timeBatch select avg(temp) as avgTemp insert into barStream; ``` <p style="word-wrap: break-word">avg(temp) returns the average temp value for all the events based on their arrival and expiry.</p> <p style="word-wrap: break-word">Returns the count of all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <LONG> count() ``` <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream#window.timeBatch(10 sec) select count() as count insert into barStream; ``` <p style="word-wrap: break-word">This will return the count of all the events for time batch in 10 seconds.</p> <p style="word-wrap: break-word">This returns the count of distinct occurrences for a given arg.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <LONG> distinctCount(<INT|LONG|DOUBLE|FLOAT|STRING> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The object for which the number of distinct occurences needs to be counted.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select distinctcount(pageID) as count insert into barStream; ``` <p style="word-wrap: break-word">distinctcount(pageID) for the following output returns '3' when the available values are as follows.<br>&nbsp;"WEBPAGE1"<br>&nbsp;"WEBPAGE1"<br>&nbsp;"WEBPAGE2"<br>&nbsp;"WEBPAGE3"<br>&nbsp;"WEBPAGE1"<br>&nbsp;"WEBPAGE2"<br>&nbsp;The three distinct occurences identified are 'WEBPAGE1', 'WEBPAGE2', and 'WEBPAGE3'.</p> <p style="word-wrap: break-word">Returns the maximum value for all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT> max(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that needs to be compared to find the maximum

<td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream#window.timeBatch(10 sec) select max(temp) as maxTemp insert into barStream; ``` <p style="word-wrap: break-word">max(temp) returns the maximum temp value recorded for all the events based on their arrival and expiry.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT> maxForever(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that needs to be compared to find the maximum value.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from inputStream select maxForever(temp) as max insert into outputStream; ``` <p style="word-wrap: break-word">maxForever(temp) returns the maximum temp value recorded for all the events throughout the lifetime of the query.</p> <p style="word-wrap: break-word">Returns the minimum value for all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT> min(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that needs to be compared to find the minimum value.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from inputStream select min(temp) as minTemp insert into outputStream; ``` <p style="word-wrap: break-word">min(temp) returns the minimum temp value recorded for all the events based on their arrival and expiry.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT> minForever(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that needs to be compared to find the minimum value.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from inputStream select minForever(temp) as max insert into outputStream; ``` <p style="word-wrap: break-word">minForever(temp) returns the minimum temp value recorded for all the events throughoutthe lifetime of the query.</p> <p style="word-wrap: break-word">Returns the results of OR operation for all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> or(<BOOL> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size:

font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that needs to be OR operation.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">BOOL</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from cscStream#window.lengthBatch(10) select or(isFraud) as isFraudTransaction insert into alertStream; ``` <p style="word-wrap: break-word">This will returns the result for OR operation of isFraud values as a boolean value for event chunk expiry by window length batch.</p> <p style="word-wrap: break-word">Returns the calculated standard deviation for all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <DOUBLE> stdDev(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that should be used to calculate the standard deviation.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from inputStream select stddev(temp) as stdTemp insert into outputStream; ``` <p style="word-wrap: break-word">stddev(temp) returns the calculated standard deviation of temp for all the events based on their arrival and expiry.</p> <p style="word-wrap: break-word">Returns the sum for all the events.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <LONG|DOUBLE> sum(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The value that needs to be summed.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from inputStream select sum(volume) as sumOfVolume insert into outputStream; ``` <p style="word-wrap: break-word">This will returns the sum of volume values as a long value for each event arrival and expiry.</p> <p style="word-wrap: break-word">Union multiple sets. <br>&nbsp;This attribute aggregator maintains a union of sets. The given input set is put into the union set and the union set is returned.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <OBJECT> unionSet(<OBJECT> set) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">set</td> <td style="vertical-align: top; word-wrap: break-word">The java.util.Set object that needs to be added into the union set.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from stockStream select createSet(symbol) as initialSet insert into initStream from initStream#window.timeBatch(10 sec) select unionSet(initialSet) as distinctSymbols insert into distinctStockStream; ``` <p style="word-wrap: break-word">distinctStockStream will return the set object which contains the distinct set of stock symbols received during a sliding window of 10 seconds.</p> <p style="word-wrap: break-word">Generates a UUID (Universally Unique Identifier).</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <STRING> UUID() ``` <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size:

font-weight: bold;">EXAMPLE 1</span> ``` from TempStream select convert(roomNo, 'string') as roomNo, temp, UUID() as messageID insert into RoomTempStream; ``` <p style="word-wrap: break-word">This will converts a room number to string, introducing a message ID to each event asUUID() returns a34eec40-32c2-44fe-8075-7f4fde2e2dd8<br><br>from TempStream<br>select convert(roomNo, 'string') as roomNo, temp, UUID() as messageID<br>insert into RoomTempStream;</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> cast(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> to.be.caster, <STRING> cast.to) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">to.be.caster</td> <td style="vertical-align: top; word-wrap: break-word">This specifies the attribute to be casted.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">cast.to</td> <td style="vertical-align: top; word-wrap: break-word">A string constant parameter expressing the cast to type using one of the following strings values: int, long, float, double, string, bool.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select symbol as name, cast(temp, 'double') as temp insert into barStream; ``` <p style="word-wrap: break-word">This will cast the fooStream temp field value into 'double' format.</p> <p style="word-wrap: break-word">Returns the value of the first input parameter that is not null, and all input parameters have to be on the same type.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> coalesce(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> args) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">args</td> <td style="vertical-align: top; word-wrap: break-word">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.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select coalesce('123', null, '789') as value insert into barStream; ``` <p style="word-wrap: break-word">This will returns first null value 123.</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> ``` from fooStream select coalesce(null, 76, 567) as value insert into barStream; ``` <p style="word-wrap: break-word">This will returns first null value 76.</p> <span id="example-3" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 3</span> ``` from fooStream select coalesce(null, null, null) as value insert into barStream; ``` <p style="word-wrap: break-word">This will returns null as there are no notnull values.</p> <p style="word-wrap: break-word">Converts the first input parameter according to the convertedTo parameter.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT|STRING|BOOL> convert(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL> to.be.converted, <STRING> converted.to) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">to.be.converted</td> <td style="vertical-align: top; word-wrap: break-word">This specifies the value to be

<td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">converted.to</td> <td style="vertical-align: top; word-wrap: break-word">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'.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select convert(temp, 'double') as temp insert into barStream; ``` <p style="word-wrap: break-word">This will convert fooStream temp value into 'double'.</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> ``` from fooStream select convert(temp, 'int') as temp insert into barStream; ``` <p style="word-wrap: break-word">This will convert fooStream temp value into 'int' (value = "convert(45.9, 'int') returns 46").</p> <p style="word-wrap: break-word">Includes the given input parameter in a java.util.HashSet and returns the set. </p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <OBJECT> createSet(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL> input) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">input</td> <td style="vertical-align: top; word-wrap: break-word">The input that needs to be added into the set.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from stockStream select createSet(symbol) as initialSet insert into initStream; ``` <p style="word-wrap: break-word">For every incoming stockStream event, the initStream stream will produce a set object having only one element: the symbol in the incoming stockStream.</p> <p style="word-wrap: break-word">Returns the current timestamp of siddhi application in milliseconds.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <LONG> currentTimeMillis() ``` <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select symbol as name, currentTimeMillis() as eventTimestamp insert into barStream; ``` <p style="word-wrap: break-word">This will extract current siddhi application timestamp.</p> <p style="word-wrap: break-word">Checks if the 'attribute' parameter is null and if so returns the value of the 'default' parameter</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> default(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> attribute, <INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> default) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">attribute</td> <td style="vertical-align: top; word-wrap: break-word">The attribute that could be null.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">default</td> <td style="vertical-align: top; word-wrap: break-word">The default value that will be used when 'attribute' parameter is null</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from TempStream select default(temp, 0.0) as temp, roomNum insert into StandardTempStream; ``` <p style="word-wrap: break-word">This will replace TempStream's temp attribute with default value if the temp is null.</p> <p style="word-wrap: break-word">Returns the timestamp of the processed event.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <LONG> eventTimestamp() ``` <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size:

font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select symbol as name, eventTimestamp() as eventTimestamp insert into barStream; ``` <p style="word-wrap: break-word">This will extract current events timestamp.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <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) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">condition</td> <td style="vertical-align: top; word-wrap: break-word">This specifies the if then else condition value.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">BOOL</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">if.expression</td> <td style="vertical-align: top; word-wrap: break-word">This specifies the value to be returned if the value of the condition parameter is true.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">else.expression</td> <td style="vertical-align: top; word-wrap: break-word">This specifies the value to be returned if the value of the condition parameter is false.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @info(name = 'query1') from sensorEventStream select sensorValue, ifThenElse(sensorValue>35,'High','Low') as status insert into outputStream; ``` <p style="word-wrap: break-word">This will returns High if sensorValue = 50.</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> ``` @info(name = 'query1') from sensorEventStream select sensorValue, ifThenElse(voltage < 5, 0, 1) as status insert into outputStream; ``` <p style="word-wrap: break-word">This will returns 1 if voltage= 12.</p> <span id="example-3" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 3</span> ``` @info(name = 'query1') from userEventStream select userName, ifThenElse(password == 'admin', true, false) as passwordState insert into outputStream; ``` <p style="word-wrap: break-word">This will returns passwordState as true if password = admin.</p> <p style="word-wrap: break-word">Checks whether the parameter is an instance of Boolean or not.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> instanceOfBoolean(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The parameter to be checked.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select instanceOfBoolean(switchState) as state insert into barStream; ``` <p style="word-wrap: break-word">This will return true if the value of switchState is true.</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> ``` from fooStream select instanceOfBoolean(value) as state insert into barStream; ``` <p style="word-wrap: break-word">if the value = 32 then this will returns false as the value is not an instance of the boolean.</p> <p style="word-wrap: break-word">Checks whether the parameter is an instance of Double or not.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> instanceOfDouble(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size:

font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The parameter to be checked.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select instanceOfDouble(value) as state insert into barStream; ``` <p style="word-wrap: break-word">This will return true if the value field format is double ex : 56.45.</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> ``` from fooStream select instanceOfDouble(switchState) as state insert into barStream; ``` <p style="word-wrap: break-word">if the switchState = true then this will returns false as the value is not an instance of the double.</p> <p style="word-wrap: break-word">Checks whether the parameter is an instance of Float or not.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> instanceOfFloat(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The parameter to be checked.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select instanceOfFloat(value) as state insert into barStream; ``` <p style="word-wrap: break-word">This will return true if the value field format is float ex : 56.45f.</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> ``` from fooStream select instanceOfFloat(switchState) as state insert into barStream; ``` <p style="word-wrap: break-word">if the switchState = true then this will returns false as the value is an instance of the boolean not a float.</p> <p style="word-wrap: break-word">Checks whether the parameter is an instance of Integer or not.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> instanceOfInteger(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The parameter to be checked.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select instanceOfInteger(value) as state insert into barStream; ``` <p style="word-wrap: break-word">This will return true if the value field format is integer.</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> ``` from fooStream select instanceOfInteger(switchState) as state insert into barStream; ``` <p style="word-wrap: break-word">if the switchState = true then this will returns false as the value is an instance of the boolean not a long.</p> <p style="word-wrap: break-word">Checks whether the parameter is an instance of Long or not.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> instanceOfLong(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The parameter to be

<td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select instanceOfLong(value) as state insert into barStream; ``` <p style="word-wrap: break-word">This will return true if the value field format is long ex : 56456l.</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> ``` from fooStream select instanceOfLong(switchState) as state insert into barStream; ``` <p style="word-wrap: break-word">if the switchState = true then this will returns false as the value is an instance of the boolean not a long.</p> <p style="word-wrap: break-word">Checks whether the parameter is an instance of String or not.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <BOOL> instanceOfString(<INT|LONG|DOUBLE|FLOAT|STRING|BOOL|OBJECT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">The parameter to be checked.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT<br>STRING<br>BOOL<br>OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream select instanceOfString(value) as state insert into barStream; ``` <p style="word-wrap: break-word">This will return true if the value field format is string ex : 'test'.</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> ``` from fooStream select instanceOfString(switchState) as state insert into barStream; ``` <p style="word-wrap: break-word">if the switchState = true then this will returns false as the value is an instance of the boolean not a string.</p> <p style="word-wrap: break-word">Returns the maximum value of the input parameters.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT> maximum(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">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.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @info(name = 'query1') from inputStream select maximum(price1, price2, price3) as max insert into outputStream; ``` <p style="word-wrap: break-word">This will returns the maximum value of the input parameters price1, price2, price3.</p> <p style="word-wrap: break-word">Returns the minimum value of the input parameters.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT|LONG|DOUBLE|FLOAT> minimum(<INT|LONG|DOUBLE|FLOAT> arg) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">arg</td> <td style="vertical-align: top; word-wrap: break-word">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.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>DOUBLE<br>FLOAT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size:

font-weight: bold;">EXAMPLE 1</span> ``` @info(name = 'query1') from inputStream select maximum(price1, price2, price3) as max insert into outputStream; ``` <p style="word-wrap: break-word">This will returns the minimum value of the input parameters price1, price2, price3.</p> <p style="word-wrap: break-word">Returns the size of an object of type java.util.Set.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` <INT> sizeOfSet(<OBJECT> set) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">set</td> <td style="vertical-align: top; word-wrap: break-word">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. </td> <td style="vertical-align: top"></td> <td style="vertical-align: top">OBJECT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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; ``` <p style="word-wrap: break-word">The sizeStream stream will output the number of distinct stock symbols received during a sliding window of 10 seconds.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` pol2Cart(<DOUBLE> theta, <DOUBLE> rho, <DOUBLE> z) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">theta</td> <td style="vertical-align: top; word-wrap: break-word">The theta value of the coordinates.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">DOUBLE</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">rho</td> <td style="vertical-align: top; word-wrap: break-word">The rho value of the coordinates.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">DOUBLE</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">z</td> <td style="vertical-align: top; word-wrap: break-word">z value of the cartesian coordinates.</td> <td style="vertical-align: top">If z value is not given, drop the third parameter of the output.</td> <td style="vertical-align: top">DOUBLE</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from PolarStream#pol2Cart(theta, rho) select x, y insert into outputStream ; ``` <p style="word-wrap: break-word">This will return cartesian coordinates (4.99953024681082, 0.06853693328228748) for theta: 0.7854 and rho: 5.</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> ``` from PolarStream#pol2Cart(theta, rho, 3.4) select x, y, z insert into outputStream ; ``` <p style="word-wrap: break-word">This will return cartesian coordinates (4.99953024681082, 0.06853693328228748, 3.4)for theta: 0.7854 and rho: 5 and z: 3.4.</p> <p style="word-wrap: break-word">The logger logs the message on the given priority with or without processed event.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` log(<STRING> priority, <STRING> log.message, <BOOL> is.event.logged) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">priority</td> <td style="vertical-align: top; word-wrap: break-word">The priority/type of this log message (INFO, DEBUG, WARN, FATAL, ERROR, OFF, TRACE).</td> <td style="vertical-align: top">INFO</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">log.message</td> <td style="vertical-align: top; word-wrap: break-word">This message will be

<td style="vertical-align: top"></td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">is.event.logged</td> <td style="vertical-align: top; word-wrap: break-word">To log the processed event.</td> <td style="vertical-align: top">true</td> <td style="vertical-align: top">BOOL</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` from fooStream#log("INFO", "Sample Event :", true) select * insert into barStream; ``` <p style="word-wrap: break-word">This will log as INFO with the message "Sample Event :" + fooStream:events.</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> ``` from fooStream#log("Sample Event :", true) select * insert into barStream; ``` <p style="word-wrap: break-word">This will logs with default log level as INFO.</p> <span id="example-3" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 3</span> ``` from fooStream#log("Sample Event :", fasle) select * insert into barStream; ``` <p style="word-wrap: break-word">This will only log message.</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> ``` from fooStream#log(true) select * insert into barStream; ``` <p style="word-wrap: break-word">This will only log fooStream:events.</p> <span id="example-5" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 5</span> ``` from fooStream#log("Sample Event :") select * insert into barStream; ``` <p style="word-wrap: break-word">This will log message and fooStream:events.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` batch(<INT> window.length) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.length</td> <td style="vertical-align: top; word-wrap: break-word">The length of a chunk</td> <td style="vertical-align: top">If length value was not given it assign 0 as length and process the whole batch as once</td> <td style="vertical-align: top">INT</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` define stream consumerItemStream (itemId string, price float) from consumerItemStream#window.batch() select price, str:groupConcat(itemId) as itemIds group by price insert into outputStream; ``` <p style="word-wrap: break-word">This will output comma separated items IDs that have the same price for each incoming batch of events.</p> <p style="word-wrap: break-word">This window outputs the arriving events as and when they arrive, and resets (expires) the window periodically based on the given cron expression.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` cron(<STRING> cron.expression) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">cron.expression</td> <td style="vertical-align: top; word-wrap: break-word">The cron expression that resets the window.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` define stream InputEventStream (symbol string, price float, volume int); @info(name = 'query1')

InputEventStream#cron('/5 * ?') select symbol, sum(price) as totalPrice insert into OutputStream; ``` <p style="word-wrap: break-word">This let the totalPrice to gradually increase and resets to zero as a batch every 5 seconds.</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> ``` 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 ; ``` <p style="word-wrap: break-word">The defined window will let the totalPrice to gradually increase and resets to zero as a batch every 5 seconds.</p> <p style="word-wrap: break-word">A delay window holds events for a specific time period that is regarded as a delay period before processing them.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` delay(<INT|LONG|TIME> window.delay) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.delay</td> <td style="vertical-align: top; word-wrap: break-word">The time period (specified in sec, min, ms) for which the window should delay the events.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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; ``` <p style="word-wrap: break-word">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.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` externalTime(<LONG> timestamp, <INT|LONG|TIME> window.time) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">timestamp</td> <td style="vertical-align: top; word-wrap: break-word">The time which the window determines as current time and will act upon. The value of this parameter should be monotonically increasing.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">LONG</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">window.time</td> <td style="vertical-align: top; word-wrap: break-word">The sliding time period for which the window should hold events.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size:

font-weight: bold;">EXAMPLE 1</span> ``` 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 ; ``` <p style="word-wrap: break-word">processing events arrived within the last 20 seconds from the eventTime and output expired events.</p> <p style="word-wrap: break-word">A batch (tumbling) time window based on external time, that holds events arrived during windowTime periods, and gets updated for every windowTime.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` externalTimeBatch(<LONG> timestamp, <INT|LONG|TIME> window.time, <INT|LONG|TIME> start.time, <INT|LONG|TIME> timeout) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">timestamp</td> <td style="vertical-align: top; word-wrap: break-word">The time which the window determines as current time and will act upon. The value of this parameter should be monotonically increasing.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">LONG</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">window.time</td> <td style="vertical-align: top; word-wrap: break-word">The batch time period for which the window should hold events.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">start.time</td> <td style="vertical-align: top; word-wrap: break-word">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.</td> <td style="vertical-align: top">Timestamp of first event</td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">timeout</td> <td style="vertical-align: top; word-wrap: break-word">Time to wait for arrival of new event, before flushing and giving output for events belonging to a specific batch.</td> <td style="vertical-align: top">System waits till an event from next batch arrives to flush current batch</td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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 ; ``` <p style="word-wrap: break-word">This will processing events that arrive every 1 seconds from the eventTime.</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> ``` define window cseEventWindow (symbol string, price float, volume int) externalTimeBatch(eventTime, 20 sec, 0) output expired events; ``` <p style="word-wrap: break-word">This will processing events that arrive every 1 seconds from the eventTime. Starts on 0th millisecond of an hour.</p> <span id="example-3" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 3</span> ``` define window cseEventWindow (symbol string, price float, volume int) externalTimeBatch(eventTime, 2 sec, eventTimestamp, 100) output expired events; ``` <p style="word-wrap: break-word">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.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` frequent(<INT> event.count, <STRING> attribute) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">event.count</td> <td style="vertical-align: top; word-wrap: break-word">The number of most frequent events to be emitted to the

<td style="vertical-align: top"></td> <td style="vertical-align: top">INT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">attribute</td> <td style="vertical-align: top; word-wrap: break-word">The attributes to group the events. If no attributes are given, the concatenation of all the attributes of the event is considered.</td> <td style="vertical-align: top">The concatenation of all the attributes of the event is considered.</td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @info(name = 'query1') from purchase[price >= 30]#window.frequent(2) select cardNo, price insert all events into PotentialFraud; ``` <p style="word-wrap: break-word">This will returns the 2 most frequent events.</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> ``` @info(name = 'query1') from purchase[price >= 30]#window.frequent(2, cardNo) select cardNo, price insert all events into PotentialFraud; ``` <p style="word-wrap: break-word">This will returns the 2 latest events with the most frequently appeared card numbers.</p> <p style="word-wrap: break-word">A sliding length window that holds the last 'window.length' events at a given time, and gets updated for each arrival and expiry.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` length(<INT> window.length) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.length</td> <td style="vertical-align: top; word-wrap: break-word">The number of events that should be included in a sliding length window.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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 ; ``` <p style="word-wrap: break-word">This will process last 10 events in a sliding manner.</p> <p style="word-wrap: break-word">A batch (tumbling) length window that holds and process a number of events as specified in the window.length.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` lengthBatch(<INT> window.length, <BOOL> stream.current.event) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.length</td> <td style="vertical-align: top; word-wrap: break-word">The number of events the window should tumble.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">stream.current.event</td> <td style="vertical-align: top; word-wrap: break-word">Let the window stream the current events out as and when they arrive to the window while expiring them in batches.</td> <td style="vertical-align: top">false</td> <td style="vertical-align: top">BOOL</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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; ``` <p style="word-wrap: break-word">This collect and process 10 events as a batch and output them.</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> ``` define stream InputEventStream (symbol string, price float, volume int); @info(name = 'query1')

InputEventStream#lengthBatch(10, true) select symbol, sum(price) as sumPrice insert into OutputStream; ``` <p style="word-wrap: break-word">This window sends the arriving events directly to the output letting the <code>sumPrice</code> to increase gradually, after every 10 events it clears the window as a batch and resets the <code>sumPrice</code> to zero.</p> <span id="example-3" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 3</span> ``` 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 ; ``` <p style="word-wrap: break-word">This uses an defined window to process 10 events as a batch and output all events.</p> <p style="word-wrap: break-word">This window identifies and returns all the events of which the current frequency exceeds the value specified for the supportThreshold parameter.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` lossyFrequent(<DOUBLE> support.threshold, <DOUBLE> error.bound, <STRING> attribute) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">support.threshold</td> <td style="vertical-align: top; word-wrap: break-word">The support threshold value.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">DOUBLE</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">error.bound</td> <td style="vertical-align: top; word-wrap: break-word">The error bound value.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">DOUBLE</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">attribute</td> <td style="vertical-align: top; word-wrap: break-word">The attributes to group the events. If no attributes are given, the concatenation of all the attributes of the event is considered.</td> <td style="vertical-align: top">The concatenation of all the attributes of the event is considered.</td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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; ``` <p style="word-wrap: break-word">lossyFrequent(0.1, 0.01) returns all the events of which the current frequency exceeds 0.1, with an error bound of 0.01.</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> ``` 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; ``` <p style="word-wrap: break-word">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.</p> <p style="word-wrap: break-word">This is a session window that holds events that belong to a specific session. The events that belong to a specific session are identified by a grouping attribute (i.e., a session key). A session gap period is specified to determine the time period after which the session is considered to be expired. A new event that arrives with a specific value for the session key is matched with the session window with the same session

can be out of order and late arrival of events, these events can arrive after the session is expired, to include those events to the matching session key specify a latency time period that is less than the session gap period.To have aggregate functions with session windows, the events need to be grouped by the session key via a 'group by' clause.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` session(<INT|LONG|TIME> window.session, <STRING> window.key, <INT|LONG|TIME> window.allowedlatency) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.session</td> <td style="vertical-align: top; word-wrap: break-word">The time period for which the session considered is valid. This is specified in seconds, minutes, or milliseconds (i.e., 'min', 'sec', or 'ms'.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">window.key</td> <td style="vertical-align: top; word-wrap: break-word">The grouping attribute for events.</td> <td style="vertical-align: top">default-key</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">window.allowedlatency</td> <td style="vertical-align: top; word-wrap: break-word">This specifies the time period for which the session window is valid after the expiration of the session. The time period specified here should be less than the session time gap (which is specified via the 'window.session' parameter).</td> <td style="vertical-align: top">0</td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` define stream PurchaseEventStream (user string, item_number int, price float, quantity int); @info(name='query0) from PurchaseEventStream#window.session(5 sec, user, 2 sec) select * insert all events into OutputStream; ``` <p style="word-wrap: break-word">This query processes events that arrive at the PurchaseEvent input stream. The 'user' attribute is the session key, and the session gap is 5 seconds. '2 sec' is specified as the allowed latency. Therefore, events with the matching user name that arrive 2 seconds after the expiration of the session are also considered when performing aggregations for the session identified by the given user name.</p> <p style="word-wrap: break-word">This window holds a batch of events that equal the number specified as the windowLength and sorts them in the given order.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` sort(<INT> window.length, <STRING> attribute, <STRING> order) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.length</td> <td style="vertical-align: top; word-wrap: break-word">The size of the window length.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">attribute</td> <td style="vertical-align: top; word-wrap: break-word">The attribute that should be checked for the order.</td> <td style="vertical-align: top">The concatenation of all the attributes of the event is considered.</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">order</td> <td style="vertical-align: top; word-wrap: break-word">The order define as "asc" or "desc".</td> <td style="vertical-align: top">asc</td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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 ; ``` <p style="word-wrap: break-word">sort(5, price, 'asc') keeps the events sorted by price in the ascending

Therefore, at any given time, the window contains the 5 lowest prices.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` time(<INT|LONG|TIME> window.time) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.time</td> <td style="vertical-align: top; word-wrap: break-word">The sliding time period for which the window should hold events.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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 ; ``` <p style="word-wrap: break-word">This will processing events that arrived within the last 20 milliseconds.</p> <p style="word-wrap: break-word">A batch (tumbling) time window that holds and process events that arrive during 'window.time' period as a batch.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` timeBatch(<INT|LONG|TIME> window.time, <INT> start.time, <BOOL> stream.current.event) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.time</td> <td style="vertical-align: top; word-wrap: break-word">The batch time period in which the window process the events.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">start.time</td> <td style="vertical-align: top; word-wrap: break-word">This specifies an offset in milliseconds in order to start the window at a time different to the standard time.</td> <td style="vertical-align: top">Timestamp of first event</td> <td style="vertical-align: top">INT</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">stream.current.event</td> <td style="vertical-align: top; word-wrap: break-word">Let the window stream the current events out as and when they arrive to the window while expiring them in batches.</td> <td style="vertical-align: top">false</td> <td style="vertical-align: top">BOOL</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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; ``` <p style="word-wrap: break-word">This collect and process incoming events as a batch every 20 seconds and output them.</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> ``` 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; ``` <p style="word-wrap: break-word">This window sends the arriving events directly to the output letting the <code>sumPrice</code> to increase gradually and on every 20 second interval it clears the window as a batch resetting the <code>sumPrice</code> to zero.</p> <span id="example-3" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size:

font-weight: bold;">EXAMPLE 3</span> ``` 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 ; ``` <p style="word-wrap: break-word">This uses an defined window to process events arrived every 20 seconds as a batch and output all events.</p> <p style="word-wrap: break-word">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.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` timeLength(<INT|LONG|TIME> window.time, <INT> window.length) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">window.time</td> <td style="vertical-align: top; word-wrap: break-word">The sliding time period for which the window should hold events.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT<br>LONG<br>TIME</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> <tr> <td style="vertical-align: top">window.length</td> <td style="vertical-align: top; word-wrap: break-word">The number of events that should be be included in a sliding length window..</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">INT</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` 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; ``` <p style="word-wrap: break-word">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.</p> <p style="word-wrap: break-word">In-memory transport that can communicate with other in-memory transports within the same JVM, itis assumed that the publisher and subscriber of a topic uses same event schema (stream definition).</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` @sink(type="inMemory", topic="<STRING>", @map(...))) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">topic</td> <td style="vertical-align: top; word-wrap: break-word">Event will be delivered to allthe subscribers of the same topic</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @sink(type='inMemory', @map(type='passThrough')) define stream BarStream (symbol string, price float, volume long) ``` <p style="word-wrap: break-word">In this example BarStream uses inMemory transport which emit the Siddhi events internally without using external transport and transformation.</p> <p style="word-wrap: break-word">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</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` @sink(type="log", priority="<STRING>", prefix="<STRING>", @map(...))) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">priority</td> <td style="vertical-align: top; word-wrap: break-word">This will set the logger priority i.e log level. Accepted values are INFO, DEBUG, WARN, FATAL, ERROR, OFF, TRACE</td> <td style="vertical-align: top">INFO</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">prefix</td> <td style="vertical-align: top; word-wrap: break-word">This will be the prefix to the output

If the output stream has event [2,4] and the prefix is given as "Hello" then the log will show "Hello : [2,4]"</td> <td style="vertical-align: top">default prefix will be <Siddhi App Name> : <Stream Name></td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">Yes</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @sink(type='log', prefix='My Log', priority='DEBUG') define stream BarStream (symbol string, price float, volume long) ``` <p style="word-wrap: break-word">In this example BarStream uses log sink and the prefix is given as My Log. Also the priority is set to DEBUG.</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> ``` @sink(type='log', priority='DEBUG') define stream BarStream (symbol string, price float, volume long) ``` <p style="word-wrap: break-word">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 &lt;Siddhi App Name&gt; : &lt;Stream Name&gt;</p> <span id="example-3" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 3</span> ``` @sink(type='log', prefix='My Log') define stream BarStream (symbol string, price float, volume long) ``` <p style="word-wrap: break-word">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.</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> ``` @sink(type='log') define stream BarStream (symbol string, price float, volume long) ``` <p style="word-wrap: break-word">In this example BarStream uses log sink. The user has not given prefix or priority so they will be set to their default values.</p> <p style="word-wrap: break-word">Pass-through mapper passed events (Event[]) through without any mapping or modifications.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` @sink(..., @map(type="passThrough") ``` <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @sink(type='inMemory', @map(type='passThrough')) define stream BarStream (symbol string, price float, volume long); ``` <p style="word-wrap: break-word">In the following example BarStream uses passThrough outputmapper which emit Siddhi event directly without any transformation into sink.</p> <p style="word-wrap: break-word">In-memory source that can communicate with other in-memory sinks within the same JVM, it is assumed that the publisher and subscriber of a topic uses same event schema (stream definition).</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` @source(type="inMemory", topic="<STRING>", @map(...))) ``` <span id="query-parameters" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">QUERY PARAMETERS</span> <table> <tr> <th>Name</th> <th style="min-width: 20em">Description</th> <th>Default Value</th> <th>Possible Data Types</th> <th>Optional</th> <th>Dynamic</th> </tr> <tr> <td style="vertical-align: top">topic</td> <td style="vertical-align: top; word-wrap: break-word">Subscribes to sent on the given topic.</td> <td style="vertical-align: top"></td> <td style="vertical-align: top">STRING</td> <td style="vertical-align: top">No</td> <td style="vertical-align: top">No</td> </tr> </table> <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @source(type='inMemory', @map(type='passThrough')) define stream BarStream (symbol string, price float, volume long) ``` <p style="word-wrap: break-word">In this example BarStream uses inMemory transport which passes the received event internally without using external transport.</p> <p style="word-wrap: break-word">Pass-through mapper passed events (Event[]) through without any mapping or modifications.</p> <span id="syntax" class="md-typeset" style="display: block; font-weight: bold;">Syntax</span> ``` @source(..., @map(type="passThrough") ``` <span id="examples" class="md-typeset" style="display: block; font-weight: bold;">Examples</span> <span id="example-1" class="md-typeset" style="display: block; color: rgba(0, 0, 0, 0.54); font-size: 12.8px; font-weight: bold;">EXAMPLE 1</span> ``` @source(type='tcp', @map(type='passThrough')) define stream BarStream (symbol string, price float, volume long); ``` <p style="word-wrap: break-word">In this example BarStream uses passThrough inputmapper which passes the received Siddhi event directly without any transformation into source.</p>