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Feature Altinity Sink Connector (Lightweight, Single Binary) Airbyte ClickHouse mysql Table Engine Custom Python Script with ClickHouse Connect
Replication Type Real-time CDC Batch (Scheduled) Direct Query Batch or Scheduled
Data Freshness Near real-time Configurable (e.g., hourly) Near real-time (with latency) Configurable
Schema Change Handling Full support(MySQL), Partial(PostgreSQL) Manual schema refresh required No automatic schema sync Manual intervention needed
Complexity Low to Medium (single binary setup) Moderate Low High (requires coding and scheduling)
Ease of Setup Easy (standalone binary, no Kafka needed) Easy Very easy Complex (custom coding)
Maintenance Low to Moderate (single binary process) Low Low High
Initial Sync Support Yes Yes Not applicable (direct query) Yes
Transformation Capabilities Limited Basic (Airbyte transformations) No Full control (custom code)
Cost Free or license-based Free (Open-source) Free (built-in to ClickHouse) Free (but may require custom infrastructure)
Suitability for High Volume High Medium Medium Medium to Low
Additional Infrastructure None None None Optional (scheduling tools like Airflow)
Data Accuracy High (real-time CDC) Medium (depends on sync frequency) Medium High
Ideal Use Case Low-latency, real-time replication without Kafka Batch syncs, easy setup Simple queries without replication Custom, flexible ETL
Feature Altinity Sink Connector (Lightweight, Single Binary) Airbyte

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