streamsets Processors 说明

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streamsets Processors 说明

Processors 表示对于一种数据操作处理，在pipeline中可以应用多个Processors，
同时根据不同的执行模式，可以分为独立模式的，集群模式、边缘模式（agent），以及
帮助测试的测试Processors

独立pipelineonly

Record Deduplicator - Removes duplicate records.

独立&&集群pipeline

Aggregator - Performs aggregations and displays the results in Monitor mode and writes the results to events when enabled. This processor does not update the records being evaluated.
Base64 Field Decoder - Decodes Base64 encoded data to binary data.
Base64 Field Encoder - Encodes binary data using Base64.
Data Parser - Parses NetFlow or syslog data embedded in a field.
Delay - Delays passing a batch to the rest of the pipeline.
Expression Evaluator - Performs calculations on data. Can also add or modify record header attributes.
Field Flattener - Flattens nested fields.
Field Hasher - Uses an algorithm to encode sensitive data.
Field Masker - Masks sensitive string data.
Field Merger - Merges fields in complex lists or maps.
Field Order - Orders fields in a map or list-map root field type and outputs the fields into a list-map or list root field type.
Field Pivoter - Pivots data in a list, map, or list-map field and creates a record for each item in the field.
Field Remover - Removes fields from a record.
Field Renamer - Renames fields in a record.
Field Replacer - Replaces field values.
Field Splitter - Splits the string values in a field into different fields.
Field Type Converter - Converts the data types of fields.
Field Zip - Merges list data from two fields.
Geo IP- Returns geolocation and IP intelligence information for a specified IP address.
Groovy Evaluator - Processes records based on custom Groovy code.
HBase Lookup - Performs key-value lookups in HBase to enrich records with data.
Hive Metadata - Works with the Hive Metastore destination as part of the Drift Synchronization Solution for Hive.
HTTP Client - The HTTP Client processor sends requests to an HTTP resource URL and writes the results to a field.
JavaScript Evaluator - Processes records based on custom JavaScript code.
JDBC Lookup - Performs lookups in a database table through a JDBC connection.
JDBC Tee - Writes data to a database table through a JDBC connection, and enriches records with data from generated database columns.
JSON Generator - Serializes data from a field to a JSON-encoded string.
JSON Parser - Parses a JSON object embedded in a string field.
Jython Evaluator - Processes records based on custom Jython code.
Kudu Lookup - Performs lookups in Kudu to enrich records with data.
Log Parser - Parses log data in a field based on the specified log format.
PostgreSQL Metadata - Tracks structural changes in source data then creates and alters PostgreSQL tables as part of the Drift Synchronization Solution for PostgreSQL.
Redis Lookup - Performs key-value lookups in Redis to enrich records with data.
Salesforce Lookup - Performs lookups in Salesforce to enrich records with data.
Schema Generator - Generates a schema for each record and writes the schema to a record header attribute.
Spark Evaluator - Processes data based on a custom Spark application.
SQL Parser - Parses SQL queries in a string field.
Static Lookup - Performs key-value lookups in local memory.
Stream Selector - Routes data to different streams based on conditions.
Value Replacer (Deprecated) - Replaces existing nulls or specified values with constants or nulls.
Whole File Transformer - Transforms Avro files to Parquet.
XML Flattener - Flattens XML data in a string field.
XML Parser - Parses XML data in a string field.

边缘pipeline

Expression Evaluator - Performs calculations on data. Can also add or modify record header attributes.
Field Remover - Removes fields from a record.
JavaScript Evaluator - Processes records based on custom JavaScript code.
Stream Selector - Routes data to different streams based on conditions.