Data Management

Data management components provide advanced data manipulation, updating, and management capabilities for comprehensive data operations.

Update Data

This component dynamically updates or appends data with specified fields.

Usage

Update Data functionality:

• Dynamic field addition

• Data modification

• Field validation

• Batch updates

• Metadata management

Inputs

Name	Display Name	Info
old_data	Data	The records to update
number_of_fields	Number of Fields	Number of fields to add (max 15)
text_key	Text Key	Key for text content
text_key_validator	Text Key Validator	Validates text key presence

Outputs

Name	Display Name	Info
data	Data	Updated Data objects.

Field Management

The Update Data component provides flexible field management:

Dynamic Fields

• Add up to 15 new fields

• Configurable field names and values

• Type validation

• Default value assignment

Field Types

• Text Fields: String data

• Numeric Fields: Integer and float values

• Boolean Fields: True/false values

• JSON Fields: Complex structured data

• Array Fields: List data structures

Validation Features

• Text Key Validation: Ensures required text keys exist

• Type Checking: Validates field data types

• Range Validation: Numeric range constraints

• Pattern Matching: Regular expression validation

• Required Fields: Mandatory field enforcement

Usage Examples

Adding User Metadata

Field 1: user_id (Text)
Field 2: timestamp (Text) 
Field 3: status (Text)
Field 4: priority (Numeric)

Document Processing

Field 1: processed_date (Text)
Field 2: word_count (Numeric)
Field 3: language (Text)
Field 4: confidence_score (Numeric)

Data Enrichment

Field 1: enriched_flag (Boolean)
Field 2: source_system (Text)
Field 3: processing_time (Numeric)
Field 4: quality_score (Numeric)

Usage Notes

• Flexible Updates: Support for various field types and structures

• Validation: Built-in validation for data integrity

• Batch Operations: Efficient processing of multiple records

• Type Safety: Maintains data type consistency

• Metadata Preservation: Preserves existing data while adding new fields

• Performance Optimized: Efficient field addition and validation