datatypes/vectors/
list.rs

1// Copyright 2023 Greptime Team
2//
3// Licensed under the Apache License, Version 2.0 (the "License");
4// you may not use this file except in compliance with the License.
5// You may obtain a copy of the License at
6//
7//     http://www.apache.org/licenses/LICENSE-2.0
8//
9// Unless required by applicable law or agreed to in writing, software
10// distributed under the License is distributed on an "AS IS" BASIS,
11// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12// See the License for the specific language governing permissions and
13// limitations under the License.
14
15use std::any::Any;
16use std::sync::Arc;
17
18use arrow::array::{
19    Array, ArrayData, ArrayRef, BooleanBufferBuilder, Int32BufferBuilder, ListArray,
20};
21use arrow::buffer::{Buffer, NullBuffer};
22use arrow::datatypes::DataType as ArrowDataType;
23use serde_json::Value as JsonValue;
24
25use crate::data_type::{ConcreteDataType, DataType};
26use crate::error::Result;
27use crate::scalars::{ScalarVector, ScalarVectorBuilder};
28use crate::serialize::Serializable;
29use crate::types::ListType;
30use crate::value::{ListValue, ListValueRef, Value, ValueRef};
31use crate::vectors::{self, Helper, MutableVector, Validity, Vector, VectorRef};
32
33/// Vector of Lists, basically backed by Arrow's `ListArray`.
34#[derive(Debug, PartialEq)]
35pub struct ListVector {
36    array: ListArray,
37    /// The datatype of the items in the list.
38    item_type: ConcreteDataType,
39}
40
41impl ListVector {
42    /// Iterate elements as [VectorRef].
43    pub fn values_iter(&self) -> impl Iterator<Item = Result<Option<VectorRef>>> + '_ {
44        self.array
45            .iter()
46            .map(|value_opt| value_opt.map(Helper::try_into_vector).transpose())
47    }
48
49    pub(crate) fn as_arrow(&self) -> &dyn Array {
50        &self.array
51    }
52}
53
54impl Vector for ListVector {
55    fn data_type(&self) -> ConcreteDataType {
56        ConcreteDataType::List(ListType::new(self.item_type.clone()))
57    }
58
59    fn vector_type_name(&self) -> String {
60        "ListVector".to_string()
61    }
62
63    fn as_any(&self) -> &dyn Any {
64        self
65    }
66
67    fn len(&self) -> usize {
68        self.array.len()
69    }
70
71    fn to_arrow_array(&self) -> ArrayRef {
72        Arc::new(self.array.clone())
73    }
74
75    fn to_boxed_arrow_array(&self) -> Box<dyn Array> {
76        Box::new(self.array.clone())
77    }
78
79    fn validity(&self) -> Validity {
80        vectors::impl_validity_for_vector!(self.array)
81    }
82
83    fn memory_size(&self) -> usize {
84        self.array.get_buffer_memory_size()
85    }
86
87    fn null_count(&self) -> usize {
88        self.array.null_count()
89    }
90
91    fn is_null(&self, row: usize) -> bool {
92        self.array.is_null(row)
93    }
94
95    fn slice(&self, offset: usize, length: usize) -> VectorRef {
96        Arc::new(Self {
97            array: self.array.slice(offset, length),
98            item_type: self.item_type.clone(),
99        })
100    }
101
102    fn get(&self, index: usize) -> Value {
103        if !self.array.is_valid(index) {
104            return Value::Null;
105        }
106
107        let array = &self.array.value(index);
108        let vector = Helper::try_into_vector(array).unwrap_or_else(|_| {
109            panic!(
110                "arrow array with datatype {:?} cannot converted to our vector",
111                array.data_type()
112            )
113        });
114        let values = (0..vector.len())
115            .map(|i| vector.get(i))
116            .collect::<Vec<Value>>();
117        Value::List(ListValue::new(values, self.item_type.clone()))
118    }
119
120    fn get_ref(&self, index: usize) -> ValueRef {
121        ValueRef::List(ListValueRef::Indexed {
122            vector: self,
123            idx: index,
124        })
125    }
126}
127
128impl Serializable for ListVector {
129    fn serialize_to_json(&self) -> Result<Vec<JsonValue>> {
130        self.array
131            .iter()
132            .map(|v| match v {
133                None => Ok(JsonValue::Null),
134                Some(v) => Helper::try_into_vector(v)
135                    .and_then(|v| v.serialize_to_json())
136                    .map(JsonValue::Array),
137            })
138            .collect()
139    }
140}
141
142impl From<ListArray> for ListVector {
143    fn from(array: ListArray) -> Self {
144        let item_type = ConcreteDataType::from_arrow_type(match array.data_type() {
145            ArrowDataType::List(field) => field.data_type(),
146            other => panic!("Try to create ListVector from an arrow array with type {other:?}"),
147        });
148        Self { array, item_type }
149    }
150}
151
152vectors::impl_try_from_arrow_array_for_vector!(ListArray, ListVector);
153
154pub struct ListIter<'a> {
155    vector: &'a ListVector,
156    idx: usize,
157}
158
159impl<'a> ListIter<'a> {
160    fn new(vector: &'a ListVector) -> ListIter<'a> {
161        ListIter { vector, idx: 0 }
162    }
163}
164
165impl<'a> Iterator for ListIter<'a> {
166    type Item = Option<ListValueRef<'a>>;
167
168    #[inline]
169    fn next(&mut self) -> Option<Self::Item> {
170        if self.idx >= self.vector.len() {
171            return None;
172        }
173
174        let idx = self.idx;
175        self.idx += 1;
176
177        if self.vector.is_null(idx) {
178            return Some(None);
179        }
180
181        Some(Some(ListValueRef::Indexed {
182            vector: self.vector,
183            idx,
184        }))
185    }
186
187    #[inline]
188    fn size_hint(&self) -> (usize, Option<usize>) {
189        (self.vector.len(), Some(self.vector.len()))
190    }
191}
192
193impl ScalarVector for ListVector {
194    type OwnedItem = ListValue;
195    type RefItem<'a> = ListValueRef<'a>;
196    type Iter<'a> = ListIter<'a>;
197    type Builder = ListVectorBuilder;
198
199    fn get_data(&self, idx: usize) -> Option<Self::RefItem<'_>> {
200        if self.array.is_valid(idx) {
201            Some(ListValueRef::Indexed { vector: self, idx })
202        } else {
203            None
204        }
205    }
206
207    fn iter_data(&self) -> Self::Iter<'_> {
208        ListIter::new(self)
209    }
210}
211
212// Ports from arrow's GenericListBuilder.
213// See https://github.com/apache/arrow-rs/blob/94565bca99b5d9932a3e9a8e094aaf4e4384b1e5/arrow-array/src/builder/generic_list_builder.rs
214/// [ListVector] builder.
215pub struct ListVectorBuilder {
216    item_type: ConcreteDataType,
217    offsets_builder: Int32BufferBuilder,
218    null_buffer_builder: NullBufferBuilder,
219    values_builder: Box<dyn MutableVector>,
220}
221
222impl ListVectorBuilder {
223    /// Creates a new [`ListVectorBuilder`]. `item_type` is the data type of the list item, `capacity`
224    /// is the number of items to pre-allocate space for in this builder.
225    pub fn with_type_capacity(item_type: ConcreteDataType, capacity: usize) -> ListVectorBuilder {
226        let mut offsets_builder = Int32BufferBuilder::new(capacity + 1);
227        offsets_builder.append(0);
228        // The actual required capacity might be greater than the capacity of the `ListVector`
229        // if the child vector has more than one element.
230        let values_builder = item_type.create_mutable_vector(capacity);
231
232        ListVectorBuilder {
233            item_type,
234            offsets_builder,
235            null_buffer_builder: NullBufferBuilder::new(capacity),
236            values_builder,
237        }
238    }
239
240    /// Finish the current variable-length list vector slot.
241    fn finish_list(&mut self, is_valid: bool) {
242        self.offsets_builder
243            .append(i32::try_from(self.values_builder.len()).unwrap());
244        self.null_buffer_builder.append(is_valid);
245    }
246
247    fn push_list_value(&mut self, list_value: &ListValue) -> Result<()> {
248        for v in list_value.items() {
249            self.values_builder.try_push_value_ref(v.as_value_ref())?;
250        }
251
252        self.finish_list(true);
253        Ok(())
254    }
255}
256
257impl MutableVector for ListVectorBuilder {
258    fn data_type(&self) -> ConcreteDataType {
259        ConcreteDataType::list_datatype(self.item_type.clone())
260    }
261
262    fn len(&self) -> usize {
263        self.null_buffer_builder.len()
264    }
265
266    fn as_any(&self) -> &dyn Any {
267        self
268    }
269
270    fn as_mut_any(&mut self) -> &mut dyn Any {
271        self
272    }
273
274    fn to_vector(&mut self) -> VectorRef {
275        Arc::new(self.finish())
276    }
277
278    fn to_vector_cloned(&self) -> VectorRef {
279        Arc::new(self.finish_cloned())
280    }
281
282    fn try_push_value_ref(&mut self, value: ValueRef) -> Result<()> {
283        if let Some(list_ref) = value.as_list()? {
284            match list_ref {
285                ListValueRef::Indexed { vector, idx } => match vector.get(idx).as_list()? {
286                    Some(list_value) => self.push_list_value(list_value)?,
287                    None => self.push_null(),
288                },
289                ListValueRef::Ref { val } => self.push_list_value(val)?,
290            }
291        } else {
292            self.push_null();
293        }
294
295        Ok(())
296    }
297
298    fn extend_slice_of(&mut self, vector: &dyn Vector, offset: usize, length: usize) -> Result<()> {
299        for idx in offset..offset + length {
300            let value = vector.get_ref(idx);
301            self.try_push_value_ref(value)?;
302        }
303
304        Ok(())
305    }
306
307    fn push_null(&mut self) {
308        self.finish_list(false);
309    }
310}
311
312impl ScalarVectorBuilder for ListVectorBuilder {
313    type VectorType = ListVector;
314
315    fn with_capacity(_capacity: usize) -> Self {
316        panic!("Must use ListVectorBuilder::with_type_capacity()");
317    }
318
319    fn push(&mut self, value: Option<<Self::VectorType as ScalarVector>::RefItem<'_>>) {
320        // We expect the input ListValue has the same inner type as the builder when using
321        // push(), so just panic if `push_value_ref()` returns error, which indicate an
322        // invalid input value type.
323        self.try_push_value_ref(value.into()).unwrap_or_else(|e| {
324            panic!(
325                "Failed to push value, expect value type {:?}, err:{}",
326                self.item_type, e
327            );
328        });
329    }
330
331    fn finish(&mut self) -> Self::VectorType {
332        let len = self.len();
333        let values_vector = self.values_builder.to_vector();
334        let values_arr = values_vector.to_arrow_array();
335        let values_data = values_arr.to_data();
336
337        let offset_buffer = self.offsets_builder.finish();
338        let null_bit_buffer = self.null_buffer_builder.finish();
339        // Re-initialize the offsets_builder.
340        self.offsets_builder.append(0);
341        let data_type = ConcreteDataType::list_datatype(self.item_type.clone()).as_arrow_type();
342        let array_data_builder = ArrayData::builder(data_type)
343            .len(len)
344            .add_buffer(offset_buffer)
345            .add_child_data(values_data)
346            .null_bit_buffer(null_bit_buffer);
347
348        let array_data = unsafe { array_data_builder.build_unchecked() };
349        let array = ListArray::from(array_data);
350
351        ListVector {
352            array,
353            item_type: self.item_type.clone(),
354        }
355    }
356
357    // Port from https://github.com/apache/arrow-rs/blob/ef6932f31e243d8545e097569653c8d3f1365b4d/arrow-array/src/builder/generic_list_builder.rs#L302-L325
358    fn finish_cloned(&self) -> Self::VectorType {
359        let len = self.len();
360        let values_vector = self.values_builder.to_vector_cloned();
361        let values_arr = values_vector.to_arrow_array();
362        let values_data = values_arr.to_data();
363
364        let offset_buffer = Buffer::from_slice_ref(self.offsets_builder.as_slice());
365        let nulls = self.null_buffer_builder.finish_cloned();
366
367        let data_type = ConcreteDataType::list_datatype(self.item_type.clone()).as_arrow_type();
368        let array_data_builder = ArrayData::builder(data_type)
369            .len(len)
370            .add_buffer(offset_buffer)
371            .add_child_data(values_data)
372            .nulls(nulls);
373
374        let array_data = unsafe { array_data_builder.build_unchecked() };
375        let array = ListArray::from(array_data);
376
377        ListVector {
378            array,
379            item_type: self.item_type.clone(),
380        }
381    }
382}
383
384// Ports from https://github.com/apache/arrow-rs/blob/94565bca99b5d9932a3e9a8e094aaf4e4384b1e5/arrow-array/src/builder/null_buffer_builder.rs
385/// Builder for creating the null bit buffer.
386/// This builder only materializes the buffer when we append `false`.
387/// If you only append `true`s to the builder, what you get will be
388/// `None` when calling [`finish`](#method.finish).
389/// This optimization is **very** important for the performance.
390#[derive(Debug)]
391struct NullBufferBuilder {
392    bitmap_builder: Option<BooleanBufferBuilder>,
393    /// Store the length of the buffer before materializing.
394    len: usize,
395    capacity: usize,
396}
397
398impl NullBufferBuilder {
399    /// Creates a new empty builder.
400    /// `capacity` is the number of bits in the null buffer.
401    fn new(capacity: usize) -> Self {
402        Self {
403            bitmap_builder: None,
404            len: 0,
405            capacity,
406        }
407    }
408
409    fn len(&self) -> usize {
410        if let Some(b) = &self.bitmap_builder {
411            b.len()
412        } else {
413            self.len
414        }
415    }
416
417    /// Appends a `true` into the builder
418    /// to indicate that this item is not null.
419    #[inline]
420    fn append_non_null(&mut self) {
421        if let Some(buf) = self.bitmap_builder.as_mut() {
422            buf.append(true)
423        } else {
424            self.len += 1;
425        }
426    }
427
428    /// Appends a `false` into the builder
429    /// to indicate that this item is null.
430    #[inline]
431    fn append_null(&mut self) {
432        self.materialize_if_needed();
433        self.bitmap_builder.as_mut().unwrap().append(false);
434    }
435
436    /// Appends a boolean value into the builder.
437    #[inline]
438    fn append(&mut self, not_null: bool) {
439        if not_null {
440            self.append_non_null()
441        } else {
442            self.append_null()
443        }
444    }
445
446    /// Builds the null buffer and resets the builder.
447    /// Returns `None` if the builder only contains `true`s.
448    fn finish(&mut self) -> Option<Buffer> {
449        let buf = self.bitmap_builder.take().map(Into::into);
450        self.len = 0;
451        buf
452    }
453
454    /// Builds the [NullBuffer] without resetting the builder.
455    fn finish_cloned(&self) -> Option<NullBuffer> {
456        let buffer = self.bitmap_builder.as_ref()?.finish_cloned();
457        Some(NullBuffer::new(buffer))
458    }
459
460    #[inline]
461    fn materialize_if_needed(&mut self) {
462        if self.bitmap_builder.is_none() {
463            self.materialize()
464        }
465    }
466
467    #[cold]
468    fn materialize(&mut self) {
469        if self.bitmap_builder.is_none() {
470            let mut b = BooleanBufferBuilder::new(self.len.max(self.capacity));
471            b.append_n(self.len, true);
472            self.bitmap_builder = Some(b);
473        }
474    }
475}
476
477#[cfg(test)]
478pub mod tests {
479    use arrow::array::{Int32Array, Int32Builder, ListBuilder};
480    use serde_json::json;
481
482    use super::*;
483    use crate::scalars::ScalarRef;
484    use crate::types::ListType;
485    use crate::vectors::Int32Vector;
486
487    pub fn new_list_vector(data: &[Option<Vec<Option<i32>>>]) -> ListVector {
488        let mut builder =
489            ListVectorBuilder::with_type_capacity(ConcreteDataType::int32_datatype(), 8);
490        for vec_opt in data {
491            if let Some(vec) = vec_opt {
492                let values = vec.iter().map(|v| Value::from(*v)).collect();
493                let list_value = ListValue::new(values, ConcreteDataType::int32_datatype());
494
495                builder.push(Some(ListValueRef::Ref { val: &list_value }));
496            } else {
497                builder.push(None);
498            }
499        }
500
501        builder.finish()
502    }
503
504    fn new_list_array(data: &[Option<Vec<Option<i32>>>]) -> ListArray {
505        let mut builder = ListBuilder::new(Int32Builder::new());
506        for vec_opt in data {
507            if let Some(vec) = vec_opt {
508                for value_opt in vec {
509                    builder.values().append_option(*value_opt);
510                }
511
512                builder.append(true);
513            } else {
514                builder.append(false);
515            }
516        }
517
518        builder.finish()
519    }
520
521    #[test]
522    fn test_list_vector() {
523        let data = vec![
524            Some(vec![Some(1), Some(2), Some(3)]),
525            None,
526            Some(vec![Some(4), None, Some(6)]),
527        ];
528
529        let list_vector = new_list_vector(&data);
530
531        assert_eq!(
532            ConcreteDataType::List(ListType::new(ConcreteDataType::int32_datatype())),
533            list_vector.data_type()
534        );
535        assert_eq!("ListVector", list_vector.vector_type_name());
536        assert_eq!(3, list_vector.len());
537        assert!(!list_vector.is_null(0));
538        assert!(list_vector.is_null(1));
539        assert!(!list_vector.is_null(2));
540
541        let arrow_array = new_list_array(&data);
542        assert_eq!(
543            arrow_array,
544            *list_vector
545                .to_arrow_array()
546                .as_any()
547                .downcast_ref::<ListArray>()
548                .unwrap()
549        );
550        let validity = list_vector.validity();
551        assert!(!validity.is_all_null());
552        assert!(!validity.is_all_valid());
553        assert!(validity.is_set(0));
554        assert!(!validity.is_set(1));
555        assert!(validity.is_set(2));
556        assert_eq!(224, list_vector.memory_size());
557
558        let slice = list_vector.slice(0, 2).to_arrow_array();
559        let sliced_array = slice.as_any().downcast_ref::<ListArray>().unwrap();
560        assert_eq!(
561            Int32Array::from_iter_values([1, 2, 3]),
562            *sliced_array
563                .value(0)
564                .as_any()
565                .downcast_ref::<Int32Array>()
566                .unwrap()
567        );
568        assert!(sliced_array.is_null(1));
569
570        assert_eq!(
571            Value::List(ListValue::new(
572                vec![Value::Int32(1), Value::Int32(2), Value::Int32(3)],
573                ConcreteDataType::int32_datatype()
574            )),
575            list_vector.get(0)
576        );
577        let value_ref = list_vector.get_ref(0);
578        assert!(matches!(
579            value_ref,
580            ValueRef::List(ListValueRef::Indexed { .. })
581        ));
582        let value_ref = list_vector.get_ref(1);
583        if let ValueRef::List(ListValueRef::Indexed { idx, .. }) = value_ref {
584            assert_eq!(1, idx);
585        } else {
586            unreachable!()
587        }
588        assert_eq!(Value::Null, list_vector.get(1));
589        assert_eq!(
590            Value::List(ListValue::new(
591                vec![Value::Int32(4), Value::Null, Value::Int32(6)],
592                ConcreteDataType::int32_datatype()
593            )),
594            list_vector.get(2)
595        );
596    }
597
598    #[test]
599    fn test_from_arrow_array() {
600        let data = vec![
601            Some(vec![Some(1), Some(2), Some(3)]),
602            None,
603            Some(vec![Some(4), None, Some(6)]),
604        ];
605
606        let arrow_array = new_list_array(&data);
607        let array_ref: ArrayRef = Arc::new(arrow_array);
608        let expect = new_list_vector(&data);
609
610        // Test try from ArrayRef
611        let list_vector = ListVector::try_from_arrow_array(array_ref).unwrap();
612        assert_eq!(expect, list_vector);
613
614        // Test from
615        let arrow_array = new_list_array(&data);
616        let list_vector = ListVector::from(arrow_array);
617        assert_eq!(expect, list_vector);
618    }
619
620    #[test]
621    fn test_iter_list_vector_values() {
622        let data = vec![
623            Some(vec![Some(1), Some(2), Some(3)]),
624            None,
625            Some(vec![Some(4), None, Some(6)]),
626        ];
627
628        let list_vector = new_list_vector(&data);
629
630        assert_eq!(
631            ConcreteDataType::List(ListType::new(ConcreteDataType::int32_datatype())),
632            list_vector.data_type()
633        );
634        let mut iter = list_vector.values_iter();
635        assert_eq!(
636            Arc::new(Int32Vector::from_slice([1, 2, 3])) as VectorRef,
637            *iter.next().unwrap().unwrap().unwrap()
638        );
639        assert!(iter.next().unwrap().unwrap().is_none());
640        assert_eq!(
641            Arc::new(Int32Vector::from(vec![Some(4), None, Some(6)])) as VectorRef,
642            *iter.next().unwrap().unwrap().unwrap(),
643        );
644        assert!(iter.next().is_none())
645    }
646
647    #[test]
648    fn test_serialize_to_json() {
649        let data = vec![
650            Some(vec![Some(1), Some(2), Some(3)]),
651            None,
652            Some(vec![Some(4), None, Some(6)]),
653        ];
654
655        let list_vector = new_list_vector(&data);
656        assert_eq!(
657            vec![json!([1, 2, 3]), json!(null), json!([4, null, 6]),],
658            list_vector.serialize_to_json().unwrap()
659        );
660    }
661
662    #[test]
663    fn test_list_vector_builder() {
664        let mut builder =
665            ListType::new(ConcreteDataType::int32_datatype()).create_mutable_vector(3);
666        builder.push_value_ref(ValueRef::List(ListValueRef::Ref {
667            val: &ListValue::new(
668                vec![Value::Int32(4), Value::Null, Value::Int32(6)],
669                ConcreteDataType::int32_datatype(),
670            ),
671        }));
672        assert!(builder.try_push_value_ref(ValueRef::Int32(123)).is_err());
673
674        let data = vec![
675            Some(vec![Some(1), Some(2), Some(3)]),
676            None,
677            Some(vec![Some(7), Some(8), None]),
678        ];
679        let input = new_list_vector(&data);
680        builder.extend_slice_of(&input, 1, 2).unwrap();
681        assert!(
682            builder
683                .extend_slice_of(&crate::vectors::Int32Vector::from_slice([13]), 0, 1)
684                .is_err()
685        );
686        let vector = builder.to_vector();
687
688        let expect: VectorRef = Arc::new(new_list_vector(&[
689            Some(vec![Some(4), None, Some(6)]),
690            None,
691            Some(vec![Some(7), Some(8), None]),
692        ]));
693        assert_eq!(expect, vector);
694    }
695
696    #[test]
697    fn test_list_vector_for_scalar() {
698        let mut builder =
699            ListVectorBuilder::with_type_capacity(ConcreteDataType::int32_datatype(), 2);
700        builder.push(None);
701        builder.push(Some(ListValueRef::Ref {
702            val: &ListValue::new(
703                vec![Value::Int32(4), Value::Null, Value::Int32(6)],
704                ConcreteDataType::int32_datatype(),
705            ),
706        }));
707        let vector = builder.finish();
708
709        let expect = new_list_vector(&[None, Some(vec![Some(4), None, Some(6)])]);
710        assert_eq!(expect, vector);
711
712        assert!(vector.get_data(0).is_none());
713        assert_eq!(
714            ListValueRef::Indexed {
715                vector: &vector,
716                idx: 1
717            },
718            vector.get_data(1).unwrap()
719        );
720        assert_eq!(
721            *vector.get(1).as_list().unwrap().unwrap(),
722            vector.get_data(1).unwrap().to_owned_scalar()
723        );
724
725        let mut iter = vector.iter_data();
726        assert!(iter.next().unwrap().is_none());
727        assert_eq!(
728            ListValueRef::Indexed {
729                vector: &vector,
730                idx: 1
731            },
732            iter.next().unwrap().unwrap()
733        );
734        assert!(iter.next().is_none());
735
736        let mut iter = vector.iter_data();
737        assert_eq!(2, iter.size_hint().0);
738        assert_eq!(
739            ListValueRef::Indexed {
740                vector: &vector,
741                idx: 1
742            },
743            iter.nth(1).unwrap().unwrap()
744        );
745    }
746
747    #[test]
748    fn test_list_vector_builder_finish_cloned() {
749        let mut builder =
750            ListVectorBuilder::with_type_capacity(ConcreteDataType::int32_datatype(), 2);
751        builder.push(None);
752        builder.push(Some(ListValueRef::Ref {
753            val: &ListValue::new(
754                vec![Value::Int32(4), Value::Null, Value::Int32(6)],
755                ConcreteDataType::int32_datatype(),
756            ),
757        }));
758        let vector = builder.finish_cloned();
759        assert_eq!(vector.len(), 2);
760        assert_eq!(builder.len(), 2);
761    }
762}
datatypes/vectors/list.rs

datatypes/vectors/
list.rs
