Access Methods
Users interact with the solution through multiple interfaces:
Spatial Data Portal (Web)
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Browser-based interface accessible from any device
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Complete functionality for all user roles
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No installation required
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Responsive design for desktop and tablet
Client Application (Desktop)
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Native desktop application for Windows, macOS, and Linux
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Enhanced performance for large file uploads and downloads
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Bulk operations and batch processing
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Offline capabilities for metadata editing
REST APIs
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Programmatic access for automation and integration
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Direct S3 upload and download with temporary credentials
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Full CRUD operations for all resources
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Webhook support for event notifications
Command-Line Interface (CLI)
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Python-based CLI for scripting and automation
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Batch operations and data migration
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Integration with CI/CD pipelines
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Administrative tasks and reporting