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Turium Algoreus
Turium Algoreus
  • Turium Algoreus Documentation
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      • How to Guides
        • Axons (Pipeline) User Guide
          • Algoreus Genesis
          • Algoreus Node
          • Steps for a simple batch Axon in Algoreus
          • Configuring Axon in Algoreus
          • Deploying an Axon in Algoreus
          • Running an Axon in Algoreus
          • Viewing and downloading logs in the Genesis in Algoreus
          • Scheduling an Axon in Algoreus
          • Reusable Axons in Algoreus
          • Using Triggers in Algoreus
          • Working with multiple versions of the same node in Algoreus
          • Modifying a draft Axon in Algoreus
          • Editing a deployed Axon in Algoreus
          • Duplicating An Axon in Algoreus
          • Deleting an Axon in Algoreus
          • Deploying nodes from the Algoreus Hub
          • Using node templates in Algoreus
          • Exporting and importing Axons in Algoreus
          • Dynamic resource configuration in Algoreus
          • Working with namespaces in Algoreus
        • Soma (Transformation) User Guide
          • Algoreus Soma Overview
          • Algoreus Soma Concepts
          • Algoreus Soma UI components
          • Working with multiple datasets
          • Navigating between Soma and Algoreus Genesis
          • Editing a transformation created in the Soma
          • Soma data types
          • Working with connections in Soma
          • Parsing a CSV file
          • Strings Formatting
          • Sending records to error
          • Working with numbers in Soma
          • Working with Decimal types in Soma
          • Performing date transformations in Soma
          • Filtering records
          • Finding and replacing values in a column
          • Filling null or empty cells
          • Copying, deleting, and keeping columns
          • Renaming a column
          • Joining two columns
          • Swapping two column names
          • Extracting fields to retrieve values
          • Exploding fields
          • Masking data
          • Encoding records to store or transfer data
          • Decoding records to store or transfer data
          • Applying a Hashing algorithm to a column
          • Upgrading the Soma transformation node version
          • Viewing and downloading a schema in Soma
          • Viewing Soma Service logs
        • Cerebellum (Operations and Monitoring) User Guide
          • Logging and Monitoring
          • Metrics
          • Dashboard and Reports
          • Preferences and Runtime Arguments
          • Transaction Service Maintenance
        • Engram (Metadata) User Guide
          • System Metadata
          • Discovery and Lineage
          • Audit Logging
          • Metadata Management
          • Accessing Metadata Programmatically
          • Metadata Field-Level Lineage
        • Clone (Replication) User Guide
          • Cloning overview
          • Clone Concepts
          • Adding Transformations to a Cloning Job
          • Deleting a Cloning Job
          • Tutorial: Cloning data from Oracle Database to BigQuery
        • Algology (Visualisation) User Guide
          • Dashboards
            • Using Dashboards
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            • Playlist
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            • Share dashboards and panels
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          • Panel Editor
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            • Configure standard options
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            • Alert List
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            • Bar Gauge
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            • Node Graph
            • Traces Panel
            • Pie Chart
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            • Status history
            • Annotations
          • Explore
            • Logs in Explore
            • Queries in Explore
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            • Inspector in Explore
    • Turium Algoreus Connectors
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  1. Turium Algoreus Documentation
  2. Turium Algoreus Overview
  3. How to Guides
  4. Soma (Transformation) User Guide

Exploding fields

Data in one column can be split to separate essential information into individual fields.

Delimited Text

You might have critical data stored in a single column, separated by a delimiter. To apply transformations to this data, you need to segregate the values into different rows. In Algoreus, you can split fields in a column into separate rows based on a delimiter. The following delimiters can be used to split values:

  • Comma

  • Tab

  • Pipe

  • Whitespace

  • Custom separator

Note: If you choose Custom separator, you must use a regular expression (regex) to define the separator. Regular expressions allow the usage of intricate search patterns when breaking down the data in the column. Standard Java regular expression constructs are supported.

If the value does not contain the specified separator, no additional rows are created.

To split values based on a delimiter, follow these steps:

  1. From the drop-down menu, click Explode > Delimited text.

  2. Choose the delimiter to use for splitting the fields.

Algoreus divides the fields based on the chosen delimiter and adds the split-to-row directive to the recipe. When you run the data axon, the transformation is applied to all column values.


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Last updated 1 year ago

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