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[Arrow]Configure max deduplication length when deduplicating strings while building the array
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arrow-array/src/builder/generic_bytes_view_builder.rs

Lines changed: 71 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -87,6 +87,7 @@ pub struct GenericByteViewBuilder<T: ByteViewType + ?Sized> {
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/// Some if deduplicating strings
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/// map `<string hash> -> <index to the views>`
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string_tracker: Option<(HashTable<usize>, ahash::RandomState)>,
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max_deduplication_len: Option<u32>,
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phantom: PhantomData<T>,
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}
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@@ -107,10 +108,28 @@ impl<T: ByteViewType + ?Sized> GenericByteViewBuilder<T> {
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current_size: STARTING_BLOCK_SIZE,
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},
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string_tracker: None,
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max_deduplication_len: None,
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phantom: Default::default(),
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}
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}
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/// Configure max deduplication length when deduplicating strings while building the array.
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/// Default is None.
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///
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/// When [`Self::with_deduplicate_strings`] is enabled, the builder attempts to deduplicate
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/// any strings longer than 12 bytes. However, since it takes time proportional to the length
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/// of the string to deduplicate, setting this option limits the CPU overhead for this option.
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pub fn with_max_deduplication_len(self, max_deduplication_len: u32) -> Self {
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debug_assert!(
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max_deduplication_len > 0,
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"max_deduplication_len must be greater than 0"
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);
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Self {
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max_deduplication_len: Some(max_deduplication_len),
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..self
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}
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}
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/// Set a fixed buffer size for variable length strings
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///
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/// The block size is the size of the buffer used to store values greater
@@ -334,8 +353,13 @@ impl<T: ByteViewType + ?Sized> GenericByteViewBuilder<T> {
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// Deduplication if:
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// (1) deduplication is enabled.
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// (2) len > 12
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if let Some((mut ht, hasher)) = self.string_tracker.take() {
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// (2) len > `MAX_INLINE_VIEW_LEN` and len <= `max_deduplication_len`
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let can_deduplicate = self.string_tracker.is_some()
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&& self
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.max_deduplication_len
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.map(|max_length| length <= max_length)
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.unwrap_or(true);
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if can_deduplicate && let Some((mut ht, hasher)) = self.string_tracker.take() {
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let hash_val = hasher.hash_one(v);
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let hasher_fn = |v: &_| hasher.hash_one(v);
341365

@@ -636,8 +660,53 @@ pub fn make_view(data: &[u8], block_id: u32, offset: u32) -> u128 {
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mod tests {
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use core::str;
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663+
use arrow_buffer::ArrowNativeType;
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use super::*;
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#[test]
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fn test_string_max_deduplication_len() {
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let value_1 = "short";
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let value_2 = "not so similar string but long";
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let value_3 = "1234567890123";
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let max_deduplication_len = MAX_INLINE_VIEW_LEN * 2;
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675+
let mut builder = StringViewBuilder::new()
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.with_deduplicate_strings()
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.with_max_deduplication_len(max_deduplication_len);
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assert!(value_1.len() < MAX_INLINE_VIEW_LEN.as_usize());
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assert!(value_2.len() > max_deduplication_len.as_usize());
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assert!(
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value_3.len() > MAX_INLINE_VIEW_LEN.as_usize()
683+
&& value_3.len() < max_deduplication_len.as_usize()
684+
);
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686+
// append value1 (short), expect it is inlined and not deduplicated
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builder.append_value(value_1); // view 0
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builder.append_value(value_1); // view 1
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// append value2, expect second copy is not deduplicated as it exceeds max_deduplication_len
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builder.append_value(value_2); // view 2
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builder.append_value(value_2); // view 3
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// append value3, expect second copy is deduplicated
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builder.append_value(value_3); // view 4
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builder.append_value(value_3); // view 5
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let array = builder.finish();
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// verify
699+
let v2 = ByteView::from(array.views()[2]);
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let v3 = ByteView::from(array.views()[3]);
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assert_eq!(v2.buffer_index, v3.buffer_index); // stored in same buffer
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assert_ne!(v2.offset, v3.offset); // different offsets --> not deduplicated
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704+
let v4 = ByteView::from(array.views()[4]);
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let v5 = ByteView::from(array.views()[5]);
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assert_eq!(v4.buffer_index, v5.buffer_index); // stored in same buffer
707+
assert_eq!(v4.offset, v5.offset); // same offsets --> deduplicated
708+
}
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641710
#[test]
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fn test_string_view_deduplicate() {
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let value_1 = "long string to test string view";

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