Intelligent chunking replaces risky, monolithic transactions with a "divide and conquer"
strategy. By shifting heavy operations to the processing phase, the system segments data to
prevent memory bloat and timeouts. Real-time bookmarking facilitates parallel processing and to
track and identify their assigned data chunks for each execute processes.
Required Editions
| Available in: Lightning Experience |
| Available in: Enterprise, Unlimited, Performance, and
Developer Edition.
|
Optimize performance by starting with default values and adjusting based on memory usage
and error rates. Smaller chunks prioritize stability for complex data and provide a safety margin
against heap issues, though they increase runtime. Larger chunks speed up processing for simpler
data by processing more records per transaction. This process requires careful monitoring to stay
within the system limits.
- Benefits of Intelligent Chunking:
- High Scalability: The system handles hundreds of thousands of complex records. It segregates
these records into multiple transactions across products and promotions to ensure
stability.
- Limit Protection: Eliminates SOQL, Heap, and CPU timeout errors by avoiding monolithic
transactions.
- Optimized Performance: Features configurable chunk sizes and parallel execution for maximum
speed.
- Data Integrity: Guarantees accurate, gap-free processing through intelligent sequential
logic.
