Data Engineering
Bulk Sanitizer.
Transform messy source lists into standardized physical names. Automatically applies your enterprise abbreviations and naming conventions in seconds.
Mode
Enterprise Upper Snake Case
Source Column NamesLines: 4
Standardized Output
CUSTOMER_NAME
Customer nameCUSTOMER_IDENTIFIER
customer identifierCUSTOMER_INDICATOR
customer indicatorPARTY_CODE
party codeLoading usage...
Character Cleaning
- • Removes special characters (#, @, !, $)
- • Handles multiple spaces and underscores
- • Strips leading and trailing delimiters
Glossary Matching
- • Matches tokens against Enterprise Abbreviations
- • Suggests official acronyms (e.g., Account → ACCT)
- • Preserves unknown terms for manual review
Physical Formatting
- • Enforces Global UPPER_SNAKE_CASE
- • Standardizes Date/ID suffixes
- • Optimizes for DB object length limits