Detect Python library compatibility issues in migrated scripts. Covers available vs unavailable packages in DPC Python Pushdown (Snowpark), legacy library upgrades (boto→boto3), and ODBC/driver limitations.
Detect and remediate structural validation errors in rds-query components migrated from Matillion ETL to DPC. Covers skipped component validation, credential conversion, and the validation-vs-runtime inconsistency.
Detect and guide remediation of S3-dependent components (S3 Load, Excel Query, SFTP) migrated from Matillion ETL that require AWS IAM credential configuration in DPC. Covers cloud credential setup, IAM role validation, and common access errors.
Salesforce Query and Salesforce Load component gotchas, authentication patterns, API selection, and migration guidance for Matillion ETL to DPC migration.
Identifies and fixes incorrectly formatted secret references in database-query components migrated from Matillion ETL (METL) to Data Productivity Cloud (DPC). Covers the secretReferenceNameId migration issue and the missing concurrencyMethod parameter.
Detect and guide remediation of SNS Message components migrated from Matillion ETL that require AWS authentication configuration in DPC. Covers IAM role setup, topic ARN validation, and common failure patterns.
Phased test execution methodology for migrated workloads — entry point identification, execution order, failure classification, timeout handling, and result documentation.
Detect and convert unknown-orchestration components from Matillion ETL (METL) migration back to their proper DPC component types. Covers Excel Query conversion with a complete numeric-to-semantic parameter mapping, and provides an extensible framework for other component types.
7-step sequence from dev validation through ETL decommission for production cutover. Use when planning or tracking the path from successful migration testing to live production deployment.
Three-phase secret management for migrations - Inventory, Create/Register, and Runtime Validate. Use when managing credentials during ETL-to-DPC migrations. A secret is not complete until a pipeline successfully authenticates with it.
The 6-layer cascade order for migration blockers - fixing one always reveals the next. Use when planning fix order or when a workload requires multiple sequential fixes to reach success.
Identify and fix weekend/legacy/v2 pipeline variants together to prevent re-discovering the same issues. Use when working on workloads that have scheduling variants or legacy copies.
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