ETL Load Automatically create PDF documents
26 February 2024Automatic Pipeline-ETL
26 February 2024At the Load stage, we have already uploaded the results of transformation-verification in the form of a PDF report and now we export the result to CSV format for further integration with ERP systems or other applications. We can also upload to other common formats - XLSX, JSON, XML or load updated or new data directly into the database of the system we need.
❏ Text request to ChatGPT:
Write code to generate a report of data validation results in a DataFrame where columns prefixed with 'verified_' are counted, renamed to 'Passed' and 'Failed', replace missing values with 0, and then export to a CSV file only those rows where all checks passed. ⏎
➤ ChatGPT Answer:
At the loading stage, the verified data is exported to a CSV file for integration with other systems and a summary report on the verification results is created
In the above code, the final step of the ETL process, "Load", saves the validated data in a CSV format compatible with external management systems, such as ERP, allowing further use of this data in various operational processes.
