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@@ -374,6 +375,7 @@ datafusion.execution.skip_physical_aggregate_schema_check false When set to true
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datafusion.execution.soft_max_rows_per_output_file 50000000 Target number of rows in output files when writing multiple. This is a soft max, so it can be exceeded slightly. There also will be one file smaller than the limit if the total number of rows written is not roughly divisible by the soft max
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datafusion.execution.sort_in_place_threshold_bytes 1048576 When sorting, below what size should data be concatenated and sorted in a single RecordBatch rather than sorted in batches and merged.
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datafusion.execution.sort_spill_reservation_bytes 10485760 Specifies the reserved memory for each spillable sort operation to facilitate an in-memory merge. When a sort operation spills to disk, the in-memory data must be sorted and merged before being written to a file. This setting reserves a specific amount of memory for that in-memory sort/merge process. Note: This setting is irrelevant if the sort operation cannot spill (i.e., if there's no `DiskManager` configured).
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datafusion.execution.spill_compression (empty) Sets the compression codec used when spilling data to disk. Since datafusion writes spill files using the Arrow IPC Stream format, only codecs supported by the Arrow IPC Stream Writer are allowed. Valid values are: uncompressed, lz4_frame, zstd
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datafusion.execution.split_file_groups_by_statistics false Attempt to eliminate sorts by packing & sorting files with non-overlapping statistics into the same file groups. Currently experimental
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datafusion.execution.target_partitions 7 Number of partitions for query execution. Increasing partitions can increase concurrency. Defaults to the number of CPU cores on the system
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datafusion.execution.time_zone +00:00 The default time zone Some functions, e.g. `EXTRACT(HOUR from SOME_TIME)`, shift the underlying datetime according to this time zone, and then extract the hour
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@@ -83,6 +83,7 @@ Environment variables are read during `SessionConfig` initialisation so they mus
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| datafusion.execution.parquet.maximum_buffered_record_batches_per_stream | 2 | (writing) By default parallel parquet writer is tuned for minimum memory usage in a streaming execution plan. You may see a performance benefit when writing large parquet files by increasing maximum_parallel_row_group_writers and maximum_buffered_record_batches_per_stream if your system has idle cores and can tolerate additional memory usage. Boosting these values is likely worthwhile when writing out already in-memory data, such as from a cached data frame. |
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| datafusion.execution.planning_concurrency | 0 | Fan-out during initial physical planning. This is mostly use to plan `UNION` children in parallel. Defaults to the number of CPU cores on the system |
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| datafusion.execution.skip_physical_aggregate_schema_check | false | When set to true, skips verifying that the schema produced by planning the input of `LogicalPlan::Aggregate` exactly matches the schema of the input plan. When set to false, if the schema does not match exactly (including nullability and metadata), a planning error will be raised. This is used to workaround bugs in the planner that are now caught by the new schema verification step. |
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| datafusion.execution.spill_compression || Sets the compression codec used when spilling data to disk. Since datafusion writes spill files using the Arrow IPC Stream format, only codecs supported by the Arrow IPC Stream Writer are allowed. Valid values are: uncompressed, lz4_frame, zstd |
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| datafusion.execution.sort_spill_reservation_bytes | 10485760 | Specifies the reserved memory for each spillable sort operation to facilitate an in-memory merge. When a sort operation spills to disk, the in-memory data must be sorted and merged before being written to a file. This setting reserves a specific amount of memory for that in-memory sort/merge process. Note: This setting is irrelevant if the sort operation cannot spill (i.e., if there's no `DiskManager` configured). |
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| datafusion.execution.sort_in_place_threshold_bytes | 1048576 | When sorting, below what size should data be concatenated and sorted in a single RecordBatch rather than sorted in batches and merged. |
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| datafusion.execution.meta_fetch_concurrency | 32 | Number of files to read in parallel when inferring schema and statistics |
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