StubPlaceholder content, expansion planned

Data Import

Import data from external sources

Status: Stub

This article is a placeholder for data import patterns.

CSV import process

Excel import handling

API data sync

Validation and error handling

Duplicate detection

Import progress tracking

Parse source data

Map to qqq fields

Validate each record

Handle errors/duplicates

Insert/update records

Report results

Use qctl import for basic CSV imports:

Bash

qctl import --table customer --file customers.csv

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