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Merge branch 'release/1.2.0' into qianqian/spice-chat-message
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website/docs/reference/memory.md

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@@ -35,7 +35,7 @@ Refresh modes affect memory usage as follows:
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Spice.ai uses DataFusion as its query execution engine. By default, DataFusion does not enforce strict memory limits, which can lead to unbounded usage. Spice.ai addresses this through:
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- **Memory Limit**: The `runtime.memory_limit` parameter defines the maximum memory available for query execution. Once the memory limit is reached, supported query operations spill data to disk, helping prevent out-of-memory errors and maintain query stability. See [Spicepod Configuration](spicepod/index.md#memory-limit) for details.
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- **Memory Limit**: The `runtime.memory_limit` parameter defines the maximum memory available for query execution. Once the memory limit is reached, supported query operations spill data to disk, helping prevent out-of-memory errors and maintain query stability. See [Spicepod Configuration](spicepod/runtime.md#runtimememory_limit) for details.
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- **Memory Budgeting**: Limits memory per query execution. Queries exceeding the limit return an error. See [Spicepod Configuration](spicepod/index.md) for details.
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- **Spill-to-Disk**: Operators such as Sort, Join, and GroupByHash spill intermediate results to disk when memory limits are exceeded, preventing out-of-memory errors.
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