The ScriptedFilterRecord Processor provides the ability to use a scripting language, such as Groovy or Jyton in order to remove Records from an incoming FlowFile. NiFi provides several different Processors that can be used to work with Records in different ways. Each of these processors has its pros and cons. The ScriptedFilterRecord is intended to work together with these processors and be used as a pre-processing step before processing the FlowFile with more performance consuming Processors, like ScriptedTransformRecord.
The Processor expects an user defined script in order to determine which Records should be kept and filtered out. When creating a script, it is important to note that, unlike ExecuteScript, this Processor does not allow the script itself to expose Properties to be configured or define Relationships.
The provided script is evaluated once for each Record that is encountered in the incoming FlowFile. Each time that the script is invoked, it is expected to return a boolean value, which is used as a basis of filtering:
For Records the script returns with a true value, the given Record will be included to the outgoing FlowFile which will be routed to the success Relationship.
For false values the given Record will not be added to the output.
In addition to this the incoming FlowFile will be transferred to the original Relationship without change.
If the script returns an object that is not considered as boolean, the incoming FlowFile will be routed to the failure Relationship instead and no FlowFile will be routed to the success Relationship.
This Processor maintains a Counter: "Records Processed" indicating the number of Records that were passed to the script regardless of the result of the filtering.
While the script provided to this Processor does not need to provide boilerplate code or implement any classes/interfaces, it does need some way to access the Records and other information that it needs in order to perform its task. This is accomplished by using Variable Bindings. Each time that the script is invoked, each of the following variables will be made available to the script:
| Variable Name | Description | Variable Class |
|---|---|---|
| record | The Record that is to be processed. | Record |
| recordIndex | The zero-based index of the Record in the FlowFile. | Long (64-bit signed integer) |
| log | The Processor's Logger. Anything that is logged to this logger will be written to the logs as if the Processor itself had logged it. Additionally, a bulletin will be created for any log message written to this logger (though by default, the Processor will hide any bulletins with a level below WARN). | ComponentLog |
| attributes | Map of key/value pairs that are the Attributes of the FlowFile. Both the keys and the values of this Map are of type String. This Map is immutable. Any attempt to modify it will result in an UnsupportedOperationException being thrown. | java.util.Map |
Each time the script is invoked, it is expected to return a boolean value. Return values other than boolean, including null value will be handled as
unexpected script behaviour and handled accordingly: the processing will be interrupted and the incoming FlowFile will be transferred to the failure relationship without further execution.
The following script will keep only the first 2 Records from a FlowFile and filter out all the rest.
Example Input (CSV):
name, allyOf
Decelea, Athens
Corinth, Sparta
Mycenae, Sparta
Potidaea, Athens
Example Output (CSV):
name, allyOf
Decelea, Athens
Corinth, Sparta
Example Script (Groovy):
return recordIndex < 2 ? true : false
Example Script (Python):
_ = True if (recordIndex < 2) else False
The following script will filter the Records based on their content. Any Records satisfies the condition will be part of the FlowFile routed to the success Relationship.
Example Input (JSON):
[
{
"city": "Decelea",
"allyOf": "Athens"
}, {
"city": "Corinth",
"allyOf": "Sparta"
}, {
"city": "Mycenae",
"allyOf": "Sparta"
}, {
"city": "Potidaea",
"allyOf": "Athens"
}
]
Example Output (CSV):
[
{
"city": "Decelea",
"allyOf": "Athens"
}, {
"city": "Potidaea",
"allyOf": "Athens"
}
]
Example Script (Groovy):
if (record.getValue("allyOf") == "Athens") {
return true;
} else {
return false;
}
Example Script (Python):
allyOf = record.getValue("allyOf")
_ = True if (allyOf == "Athens") else False