Minimum Version Required: 26.01
Pre-Conditions
Must have administrative or developer access to the ETL transform tools, batch import pipelines, or database management systems.
Must have permissions to view and edit field mappings and upstream business validation logic.
Requires access to upstream vendor API logs and response payloads (if applicable).
Steps
Identify the Failure Point: Determine exactly where the missing field error occurred to isolate the root cause.
Verify ETL and Batch Import Mappings: Check the ETL transform or batch import pipeline to ensure the field mapping for the MIC did not fail completely.
Inspect Upstream API Responses: If data is sourced externally, review the upstream vendor API response structure to verify if it omitted the mandatory MIC field.
Review Business Validation Logic: Check your upstream business validation logic to ensure it is not strictly treating an optional database field as a required field.
Audit Database Updates: Investigate recent database activities to determine if a null value was introduced via an unintended database overwrite or merge update process.
Contact Support: If the issue persists after attempting the above steps, please contact support for further assistance. To ensure efficient troubleshooting, gather and provide the following specific information:
Exact error messages or codes encountered.
Screenshots or video recordings of the issue.
Log files (specifically ETL execution logs, API response payloads, or database transaction logs).
The exact steps taken by the customer that led to the issue.
The date and time the issue was first observed and any recurrence.
Any changes made to the system before the issue appeared (e.g., recent merges, ETL updates, or API changes).
Fields And Definitions
MIC (Market Identifier Code): A required field in the source record that is triggering the missing field validation error.
ETL Transform / Batch Import Pipeline: The data integration processes where field mapping failures can completely omit required data.
Upstream Vendor API: An external data source that may omit the mandatory MIC field from its response structure.
Null Value: An empty or missing data state that can be unintentionally introduced via database overwrites or merge update processes.
Best Practices
Implement Pre-Import Validation: Always validate source files and API payloads for required fields like the MIC before initiating an ETL transform or batch import.
Audit Merge Processes: Regularly review database merge and update routines in a test environment to ensure they do not introduce unintended null values into mandatory fields.
Align Business Logic: Periodically audit upstream business validation logic to guarantee it accurately reflects the current database schema, ensuring optional fields are not mistakenly enforced as required.
Monitor API Changes: Maintain communication with upstream vendors to anticipate changes in their API response structures that might omit critical data.