fallintoplace opened a new pull request, #1223:
URL: https://github.com/apache/arrow-go/pull/1223

   ## What does this change?
   
   - `AppendEmptyValues` used to build an `n`-element values array and 
dictionary-encode every empty value.
   - Resolve the empty value once, reserve the index builder once, and append 
the same dictionary index for the whole batch.
   - Keep the existing null dictionary path unchanged.
   
   ## Benchmark
   
   Command:
   
   ```text
   go test ./arrow/array -run '^$' -bench 
'^BenchmarkDictionaryBuilderAppendEmptyValues$' -benchmem -benchtime=200ms 
-count=3
   ```
   
   Apple M1 Pro, Go 1.26.3. The benchmark reuses the dictionary builder and 
resets the output length between iterations.
   
   | Type | Count | Before ns/op | After ns/op | Before B/op | After B/op |
   | --- | ---: | ---: | ---: | ---: | ---: |
   | int32 | 64 | 1,684 | 653 | 1,168 | 784 |
   | int32 | 4,096 | 81,910 | 14,193 | 42,576 | 784 |
   | int32 | 65,536 | 1,305,061 | 221,358 | 551,382 | 784 |
   | string | 64 | 2,573 | 868 | 1,568 | 1,056 |
   | string | 4,096 | 121,191 | 14,577 | 42,912 | 1,056 |
   | string | 65,536 | 1,916,937 | 230,499 | 551,714 | 1,056 |
   
   ## Tests
   
   - `go test ./arrow/array -count=1`
   - `go test ./arrow/... ./internal/...`
   


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