/Users/andrewlamb/Software/arrow-rs/arrow-array/src/builder/struct_builder.rs
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1 | | // Licensed to the Apache Software Foundation (ASF) under one |
2 | | // or more contributor license agreements. See the NOTICE file |
3 | | // distributed with this work for additional information |
4 | | // regarding copyright ownership. The ASF licenses this file |
5 | | // to you under the Apache License, Version 2.0 (the |
6 | | // "License"); you may not use this file except in compliance |
7 | | // with the License. You may obtain a copy of the License at |
8 | | // |
9 | | // http://www.apache.org/licenses/LICENSE-2.0 |
10 | | // |
11 | | // Unless required by applicable law or agreed to in writing, |
12 | | // software distributed under the License is distributed on an |
13 | | // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
14 | | // KIND, either express or implied. See the License for the |
15 | | // specific language governing permissions and limitations |
16 | | // under the License. |
17 | | |
18 | | use crate::StructArray; |
19 | | use crate::builder::*; |
20 | | use arrow_buffer::NullBufferBuilder; |
21 | | use arrow_schema::{Fields, SchemaBuilder}; |
22 | | use std::sync::Arc; |
23 | | |
24 | | /// Builder for [`StructArray`] |
25 | | /// |
26 | | /// Note that callers should make sure that methods of all the child field builders are |
27 | | /// properly called to maintain the consistency of the data structure. |
28 | | /// |
29 | | /// |
30 | | /// Handling arrays with complex layouts, such as `List<Struct<List<Struct>>>`, in Rust can be challenging due to its strong typing system. |
31 | | /// To construct a collection builder ([`ListBuilder`], [`LargeListBuilder`], or [`MapBuilder`]) using [`make_builder`], multiple calls are required. This complexity arises from the recursive approach utilized by [`StructBuilder::from_fields`]. |
32 | | /// |
33 | | /// Initially, [`StructBuilder::from_fields`] invokes [`make_builder`], which returns a `Box<dyn ArrayBuilder>`. To obtain the specific collection builder, one must first use [`StructBuilder::field_builder`] to get a `Collection<[Box<dyn ArrayBuilder>]>`. Subsequently, the `values()` result from this operation can be downcast to the desired builder type. |
34 | | /// |
35 | | /// For example, when working with [`ListBuilder`], you would first call [`StructBuilder::field_builder::<ListBuilder<Box<dyn ArrayBuilder>>>`] and then downcast the [`Box<dyn ArrayBuilder>`] to the specific [`StructBuilder`] you need. |
36 | | /// |
37 | | /// For a practical example see the code below: |
38 | | /// |
39 | | /// ```rust |
40 | | /// use arrow_array::builder::{ArrayBuilder, ListBuilder, StringBuilder, StructBuilder}; |
41 | | /// use arrow_schema::{DataType, Field, Fields}; |
42 | | /// use std::sync::Arc; |
43 | | /// |
44 | | /// // This is an example column that has a List<Struct<List<Struct>>> layout |
45 | | /// let mut example_col = ListBuilder::new(StructBuilder::from_fields( |
46 | | /// vec![Field::new( |
47 | | /// "value_list", |
48 | | /// DataType::List(Arc::new(Field::new_list_field( |
49 | | /// DataType::Struct(Fields::from(vec![ |
50 | | /// Field::new("key", DataType::Utf8, true), |
51 | | /// Field::new("value", DataType::Utf8, true), |
52 | | /// ])), //In this example we are trying to get to this builder and insert key/value pairs |
53 | | /// true, |
54 | | /// ))), |
55 | | /// true, |
56 | | /// )], |
57 | | /// 0, |
58 | | /// )); |
59 | | /// |
60 | | /// // We can obtain the StructBuilder without issues, because example_col was created with StructBuilder |
61 | | /// let col_struct_builder: &mut StructBuilder = example_col.values(); |
62 | | /// |
63 | | /// // We can't obtain the ListBuilder<StructBuilder> with the expected generic types, because under the hood |
64 | | /// // the StructBuilder was returned as a Box<dyn ArrayBuilder> and passed as such to the ListBuilder constructor |
65 | | /// |
66 | | /// // This panics in runtime, even though we know that the builder is a ListBuilder<StructBuilder>. |
67 | | /// // let sb = col_struct_builder |
68 | | /// // .field_builder::<ListBuilder<StructBuilder>>(0) |
69 | | /// // .as_mut() |
70 | | /// // .unwrap(); |
71 | | /// |
72 | | /// //To keep in line with Rust's strong typing, we fetch a ListBuilder<Box<dyn ArrayBuilder>> from the column StructBuilder first... |
73 | | /// let mut list_builder_option = |
74 | | /// col_struct_builder.field_builder::<ListBuilder<Box<dyn ArrayBuilder>>>(0); |
75 | | /// |
76 | | /// let list_builder = list_builder_option.as_mut().unwrap(); |
77 | | /// |
78 | | /// // ... and then downcast the key/value pair values to a StructBuilder |
79 | | /// let struct_builder = list_builder |
80 | | /// .values() |
81 | | /// .as_any_mut() |
82 | | /// .downcast_mut::<StructBuilder>() |
83 | | /// .unwrap(); |
84 | | /// |
85 | | /// // We can now append values to the StructBuilder |
86 | | /// let key_builder = struct_builder.field_builder::<StringBuilder>(0).unwrap(); |
87 | | /// key_builder.append_value("my key"); |
88 | | /// |
89 | | /// let value_builder = struct_builder.field_builder::<StringBuilder>(1).unwrap(); |
90 | | /// value_builder.append_value("my value"); |
91 | | /// |
92 | | /// struct_builder.append(true); |
93 | | /// list_builder.append(true); |
94 | | /// col_struct_builder.append(true); |
95 | | /// example_col.append(true); |
96 | | /// |
97 | | /// let array = example_col.finish(); |
98 | | /// |
99 | | /// println!("My array: {:?}", array); |
100 | | /// ``` |
101 | | /// |
102 | | pub struct StructBuilder { |
103 | | fields: Fields, |
104 | | field_builders: Vec<Box<dyn ArrayBuilder>>, |
105 | | null_buffer_builder: NullBufferBuilder, |
106 | | } |
107 | | |
108 | | impl std::fmt::Debug for StructBuilder { |
109 | 0 | fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { |
110 | 0 | f.debug_struct("StructBuilder") |
111 | 0 | .field("fields", &self.fields) |
112 | 0 | .field("bitmap_builder", &self.null_buffer_builder) |
113 | 0 | .field("len", &self.len()) |
114 | 0 | .finish() |
115 | 0 | } |
116 | | } |
117 | | |
118 | | impl ArrayBuilder for StructBuilder { |
119 | | /// Returns the number of array slots in the builder. |
120 | | /// |
121 | | /// Note that this always return the first child field builder's length, and it is |
122 | | /// the caller's responsibility to maintain the consistency that all the child field |
123 | | /// builder should have the equal number of elements. |
124 | 14 | fn len(&self) -> usize { |
125 | 14 | self.null_buffer_builder.len() |
126 | 14 | } |
127 | | |
128 | | /// Builds the array. |
129 | 0 | fn finish(&mut self) -> ArrayRef { |
130 | 0 | Arc::new(self.finish()) |
131 | 0 | } |
132 | | |
133 | | /// Builds the array without resetting the builder. |
134 | 0 | fn finish_cloned(&self) -> ArrayRef { |
135 | 0 | Arc::new(self.finish_cloned()) |
136 | 0 | } |
137 | | |
138 | | /// Returns the builder as a non-mutable `Any` reference. |
139 | | /// |
140 | | /// This is most useful when one wants to call non-mutable APIs on a specific builder |
141 | | /// type. In this case, one can first cast this into a `Any`, and then use |
142 | | /// `downcast_ref` to get a reference on the specific builder. |
143 | 0 | fn as_any(&self) -> &dyn Any { |
144 | 0 | self |
145 | 0 | } |
146 | | |
147 | | /// Returns the builder as a mutable `Any` reference. |
148 | | /// |
149 | | /// This is most useful when one wants to call mutable APIs on a specific builder |
150 | | /// type. In this case, one can first cast this into a `Any`, and then use |
151 | | /// `downcast_mut` to get a reference on the specific builder. |
152 | 0 | fn as_any_mut(&mut self) -> &mut dyn Any { |
153 | 0 | self |
154 | 0 | } |
155 | | |
156 | | /// Returns the boxed builder as a box of `Any`. |
157 | 0 | fn into_box_any(self: Box<Self>) -> Box<dyn Any> { |
158 | 0 | self |
159 | 0 | } |
160 | | } |
161 | | |
162 | | impl StructBuilder { |
163 | | /// Creates a new `StructBuilder` |
164 | 7 | pub fn new(fields: impl Into<Fields>, field_builders: Vec<Box<dyn ArrayBuilder>>) -> Self { |
165 | 7 | Self { |
166 | 7 | field_builders, |
167 | 7 | fields: fields.into(), |
168 | 7 | null_buffer_builder: NullBufferBuilder::new(0), |
169 | 7 | } |
170 | 7 | } |
171 | | |
172 | | /// Creates a new `StructBuilder` from [`Fields`] and `capacity` |
173 | 0 | pub fn from_fields(fields: impl Into<Fields>, capacity: usize) -> Self { |
174 | 0 | let fields = fields.into(); |
175 | 0 | let mut builders = Vec::with_capacity(fields.len()); |
176 | 0 | for field in &fields { |
177 | 0 | builders.push(make_builder(field.data_type(), capacity)); |
178 | 0 | } |
179 | 0 | Self::new(fields, builders) |
180 | 0 | } |
181 | | |
182 | | /// Returns a mutable reference to the child field builder at index `i`. |
183 | | /// Result will be `None` if the input type `T` provided doesn't match the actual |
184 | | /// field builder's type. |
185 | 78 | pub fn field_builder<T: ArrayBuilder>(&mut self, i: usize) -> Option<&mut T> { |
186 | 78 | self.field_builders[i].as_any_mut().downcast_mut::<T>() |
187 | 78 | } |
188 | | |
189 | | /// Returns a reference to field builders |
190 | 0 | pub fn field_builders(&self) -> &[Box<dyn ArrayBuilder>] { |
191 | 0 | &self.field_builders |
192 | 0 | } |
193 | | |
194 | | /// Returns a mutable reference to field builders |
195 | 0 | pub fn field_builders_mut(&mut self) -> &mut [Box<dyn ArrayBuilder>] { |
196 | 0 | &mut self.field_builders |
197 | 0 | } |
198 | | |
199 | | /// Returns the number of fields for the struct this builder is building. |
200 | 0 | pub fn num_fields(&self) -> usize { |
201 | 0 | self.field_builders.len() |
202 | 0 | } |
203 | | |
204 | | /// Returns the fields for the struct this builder is building. |
205 | 0 | pub fn fields(&self) -> &Fields { |
206 | 0 | &self.fields |
207 | 0 | } |
208 | | |
209 | | /// Appends an element (either null or non-null) to the struct. The actual elements |
210 | | /// should be appended for each child sub-array in a consistent way. |
211 | | #[inline] |
212 | 39 | pub fn append(&mut self, is_valid: bool) { |
213 | 39 | self.null_buffer_builder.append(is_valid); |
214 | 39 | } |
215 | | |
216 | | /// Appends a null element to the struct. |
217 | | #[inline] |
218 | | pub fn append_null(&mut self) { |
219 | | self.append(false) |
220 | | } |
221 | | |
222 | | /// Appends `n` `null`s into the builder. |
223 | | #[inline] |
224 | | pub fn append_nulls(&mut self, n: usize) { |
225 | | self.null_buffer_builder.append_slice(&vec![false; n]); |
226 | | } |
227 | | |
228 | | /// Builds the `StructArray` and reset this builder. |
229 | 7 | pub fn finish(&mut self) -> StructArray { |
230 | 7 | self.validate_content(); |
231 | 7 | if self.fields.is_empty() { |
232 | 0 | return StructArray::new_empty_fields(self.len(), self.null_buffer_builder.finish()); |
233 | 7 | } |
234 | | |
235 | 14 | let arrays7 = self.field_builders.iter_mut()7 .map7 (|f| f.finish()).collect7 (); |
236 | 7 | let nulls = self.null_buffer_builder.finish(); |
237 | 7 | StructArray::new(self.fields.clone(), arrays, nulls) |
238 | 7 | } |
239 | | |
240 | | /// Builds the `StructArray` without resetting the builder. |
241 | 0 | pub fn finish_cloned(&self) -> StructArray { |
242 | 0 | self.validate_content(); |
243 | | |
244 | 0 | if self.fields.is_empty() { |
245 | 0 | return StructArray::new_empty_fields( |
246 | 0 | self.len(), |
247 | 0 | self.null_buffer_builder.finish_cloned(), |
248 | | ); |
249 | 0 | } |
250 | | |
251 | 0 | let arrays = self |
252 | 0 | .field_builders |
253 | 0 | .iter() |
254 | 0 | .map(|f| f.finish_cloned()) |
255 | 0 | .collect(); |
256 | | |
257 | 0 | let nulls = self.null_buffer_builder.finish_cloned(); |
258 | | |
259 | 0 | StructArray::new(self.fields.clone(), arrays, nulls) |
260 | 0 | } |
261 | | |
262 | | /// Constructs and validates contents in the builder to ensure that |
263 | | /// - fields and field_builders are of equal length |
264 | | /// - the number of items in individual field_builders are equal to self.len() |
265 | 7 | fn validate_content(&self) { |
266 | 7 | if self.fields.len() != self.field_builders.len() { |
267 | 0 | panic!("Number of fields is not equal to the number of field_builders."); |
268 | 7 | } |
269 | 14 | self.field_builders.iter()7 .enumerate7 ().for_each7 (|(idx, x)| { |
270 | 14 | if x.len() != self.len() { |
271 | 0 | let builder = SchemaBuilder::from(&self.fields); |
272 | 0 | let schema = builder.finish(); |
273 | | |
274 | 0 | panic!("{}", format!( |
275 | 0 | "StructBuilder ({}) and field_builder with index {} ({}) are of unequal lengths: ({} != {}).", |
276 | | schema, |
277 | | idx, |
278 | 0 | self.fields[idx].data_type(), |
279 | 0 | self.len(), |
280 | 0 | x.len() |
281 | | )); |
282 | 14 | } |
283 | 14 | }); |
284 | 7 | } |
285 | | |
286 | | /// Returns the current null buffer as a slice |
287 | 0 | pub fn validity_slice(&self) -> Option<&[u8]> { |
288 | 0 | self.null_buffer_builder.as_slice() |
289 | 0 | } |
290 | | } |
291 | | |
292 | | #[cfg(test)] |
293 | | mod tests { |
294 | | use std::any::type_name; |
295 | | |
296 | | use super::*; |
297 | | use arrow_buffer::Buffer; |
298 | | use arrow_data::ArrayData; |
299 | | use arrow_schema::Field; |
300 | | |
301 | | use crate::{array::Array, types::ArrowDictionaryKeyType}; |
302 | | |
303 | | #[test] |
304 | | fn test_struct_array_builder() { |
305 | | let string_builder = StringBuilder::new(); |
306 | | let int_builder = Int32Builder::new(); |
307 | | |
308 | | let fields = vec![ |
309 | | Field::new("f1", DataType::Utf8, true), |
310 | | Field::new("f2", DataType::Int32, true), |
311 | | ]; |
312 | | let field_builders = vec![ |
313 | | Box::new(string_builder) as Box<dyn ArrayBuilder>, |
314 | | Box::new(int_builder) as Box<dyn ArrayBuilder>, |
315 | | ]; |
316 | | |
317 | | let mut builder = StructBuilder::new(fields, field_builders); |
318 | | assert_eq!(2, builder.num_fields()); |
319 | | |
320 | | let string_builder = builder |
321 | | .field_builder::<StringBuilder>(0) |
322 | | .expect("builder at field 0 should be string builder"); |
323 | | string_builder.append_value("joe"); |
324 | | string_builder.append_null(); |
325 | | string_builder.append_null(); |
326 | | string_builder.append_value("mark"); |
327 | | string_builder.append_nulls(2); |
328 | | string_builder.append_value("terry"); |
329 | | |
330 | | let int_builder = builder |
331 | | .field_builder::<Int32Builder>(1) |
332 | | .expect("builder at field 1 should be int builder"); |
333 | | int_builder.append_value(1); |
334 | | int_builder.append_value(2); |
335 | | int_builder.append_null(); |
336 | | int_builder.append_value(4); |
337 | | int_builder.append_nulls(2); |
338 | | int_builder.append_value(3); |
339 | | |
340 | | builder.append(true); |
341 | | builder.append(true); |
342 | | builder.append_null(); |
343 | | builder.append(true); |
344 | | |
345 | | builder.append_nulls(2); |
346 | | builder.append(true); |
347 | | |
348 | | let struct_data = builder.finish().into_data(); |
349 | | |
350 | | assert_eq!(7, struct_data.len()); |
351 | | assert_eq!(3, struct_data.null_count()); |
352 | | assert_eq!(&[75_u8], struct_data.nulls().unwrap().validity()); |
353 | | |
354 | | let expected_string_data = ArrayData::builder(DataType::Utf8) |
355 | | .len(7) |
356 | | .null_bit_buffer(Some(Buffer::from(&[73_u8]))) |
357 | | .add_buffer(Buffer::from_slice_ref([0, 3, 3, 3, 7, 7, 7, 12])) |
358 | | .add_buffer(Buffer::from_slice_ref(b"joemarkterry")) |
359 | | .build() |
360 | | .unwrap(); |
361 | | |
362 | | let expected_int_data = ArrayData::builder(DataType::Int32) |
363 | | .len(7) |
364 | | .null_bit_buffer(Some(Buffer::from_slice_ref([75_u8]))) |
365 | | .add_buffer(Buffer::from_slice_ref([1, 2, 0, 4, 4, 4, 3])) |
366 | | .build() |
367 | | .unwrap(); |
368 | | |
369 | | assert_eq!(expected_string_data, struct_data.child_data()[0]); |
370 | | assert_eq!(expected_int_data, struct_data.child_data()[1]); |
371 | | |
372 | | assert!(struct_data.is_null(4)); |
373 | | assert!(struct_data.is_null(5)); |
374 | | } |
375 | | |
376 | | #[test] |
377 | | fn test_struct_array_builder_finish() { |
378 | | let int_builder = Int32Builder::new(); |
379 | | let bool_builder = BooleanBuilder::new(); |
380 | | |
381 | | let fields = vec![ |
382 | | Field::new("f1", DataType::Int32, false), |
383 | | Field::new("f2", DataType::Boolean, false), |
384 | | ]; |
385 | | let field_builders = vec![ |
386 | | Box::new(int_builder) as Box<dyn ArrayBuilder>, |
387 | | Box::new(bool_builder) as Box<dyn ArrayBuilder>, |
388 | | ]; |
389 | | |
390 | | let mut builder = StructBuilder::new(fields, field_builders); |
391 | | builder |
392 | | .field_builder::<Int32Builder>(0) |
393 | | .unwrap() |
394 | | .append_slice(&[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]); |
395 | | builder |
396 | | .field_builder::<BooleanBuilder>(1) |
397 | | .unwrap() |
398 | | .append_slice(&[ |
399 | | false, true, false, true, false, true, false, true, false, true, |
400 | | ]); |
401 | | |
402 | | // Append slot values - all are valid. |
403 | | for _ in 0..10 { |
404 | | builder.append(true); |
405 | | } |
406 | | |
407 | | assert_eq!(10, builder.len()); |
408 | | |
409 | | let arr = builder.finish(); |
410 | | |
411 | | assert_eq!(10, arr.len()); |
412 | | assert_eq!(0, builder.len()); |
413 | | |
414 | | builder |
415 | | .field_builder::<Int32Builder>(0) |
416 | | .unwrap() |
417 | | .append_slice(&[1, 3, 5, 7, 9]); |
418 | | builder |
419 | | .field_builder::<BooleanBuilder>(1) |
420 | | .unwrap() |
421 | | .append_slice(&[false, true, false, true, false]); |
422 | | |
423 | | // Append slot values - all are valid. |
424 | | for _ in 0..5 { |
425 | | builder.append(true); |
426 | | } |
427 | | |
428 | | assert_eq!(5, builder.len()); |
429 | | |
430 | | let arr = builder.finish(); |
431 | | |
432 | | assert_eq!(5, arr.len()); |
433 | | assert_eq!(0, builder.len()); |
434 | | } |
435 | | |
436 | | #[test] |
437 | | fn test_build_fixed_size_list() { |
438 | | const LIST_LENGTH: i32 = 4; |
439 | | let fixed_size_list_dtype = |
440 | | DataType::new_fixed_size_list(DataType::Int32, LIST_LENGTH, false); |
441 | | let mut builder = make_builder(&fixed_size_list_dtype, 10); |
442 | | let builder = builder |
443 | | .as_any_mut() |
444 | | .downcast_mut::<FixedSizeListBuilder<Box<dyn ArrayBuilder>>>(); |
445 | | match builder { |
446 | | Some(builder) => { |
447 | | assert_eq!(builder.value_length(), LIST_LENGTH); |
448 | | assert!( |
449 | | builder |
450 | | .values() |
451 | | .as_any_mut() |
452 | | .downcast_mut::<Int32Builder>() |
453 | | .is_some() |
454 | | ); |
455 | | } |
456 | | None => panic!("expected FixedSizeListBuilder, got a different builder type"), |
457 | | } |
458 | | } |
459 | | |
460 | | #[test] |
461 | | fn test_struct_array_builder_finish_cloned() { |
462 | | let int_builder = Int32Builder::new(); |
463 | | let bool_builder = BooleanBuilder::new(); |
464 | | |
465 | | let fields = vec![ |
466 | | Field::new("f1", DataType::Int32, false), |
467 | | Field::new("f2", DataType::Boolean, false), |
468 | | ]; |
469 | | let field_builders = vec![ |
470 | | Box::new(int_builder) as Box<dyn ArrayBuilder>, |
471 | | Box::new(bool_builder) as Box<dyn ArrayBuilder>, |
472 | | ]; |
473 | | |
474 | | let mut builder = StructBuilder::new(fields, field_builders); |
475 | | builder |
476 | | .field_builder::<Int32Builder>(0) |
477 | | .unwrap() |
478 | | .append_slice(&[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]); |
479 | | builder |
480 | | .field_builder::<BooleanBuilder>(1) |
481 | | .unwrap() |
482 | | .append_slice(&[ |
483 | | false, true, false, true, false, true, false, true, false, true, |
484 | | ]); |
485 | | |
486 | | // Append slot values - all are valid. |
487 | | for _ in 0..10 { |
488 | | builder.append(true); |
489 | | } |
490 | | |
491 | | assert_eq!(10, builder.len()); |
492 | | |
493 | | let mut arr = builder.finish_cloned(); |
494 | | |
495 | | assert_eq!(10, arr.len()); |
496 | | assert_eq!(10, builder.len()); |
497 | | |
498 | | builder |
499 | | .field_builder::<Int32Builder>(0) |
500 | | .unwrap() |
501 | | .append_slice(&[1, 3, 5, 7, 9]); |
502 | | builder |
503 | | .field_builder::<BooleanBuilder>(1) |
504 | | .unwrap() |
505 | | .append_slice(&[false, true, false, true, false]); |
506 | | |
507 | | // Append slot values - all are valid. |
508 | | for _ in 0..5 { |
509 | | builder.append(true); |
510 | | } |
511 | | |
512 | | assert_eq!(15, builder.len()); |
513 | | |
514 | | arr = builder.finish(); |
515 | | |
516 | | assert_eq!(15, arr.len()); |
517 | | assert_eq!(0, builder.len()); |
518 | | } |
519 | | |
520 | | #[test] |
521 | | fn test_struct_array_builder_from_schema() { |
522 | | let mut fields = vec![ |
523 | | Field::new("f1", DataType::Float32, false), |
524 | | Field::new("f2", DataType::Utf8, false), |
525 | | ]; |
526 | | let sub_fields = vec![ |
527 | | Field::new("g1", DataType::Int32, false), |
528 | | Field::new("g2", DataType::Boolean, false), |
529 | | ]; |
530 | | let struct_type = DataType::Struct(sub_fields.into()); |
531 | | fields.push(Field::new("f3", struct_type, false)); |
532 | | |
533 | | let mut builder = StructBuilder::from_fields(fields, 5); |
534 | | assert_eq!(3, builder.num_fields()); |
535 | | assert!(builder.field_builder::<Float32Builder>(0).is_some()); |
536 | | assert!(builder.field_builder::<StringBuilder>(1).is_some()); |
537 | | assert!(builder.field_builder::<StructBuilder>(2).is_some()); |
538 | | } |
539 | | |
540 | | #[test] |
541 | | fn test_datatype_properties() { |
542 | | let fields = Fields::from(vec![ |
543 | | Field::new("f1", DataType::Decimal128(1, 2), false), |
544 | | Field::new( |
545 | | "f2", |
546 | | DataType::Timestamp(TimeUnit::Millisecond, Some("+00:00".into())), |
547 | | false, |
548 | | ), |
549 | | ]); |
550 | | let mut builder = StructBuilder::from_fields(fields.clone(), 1); |
551 | | builder |
552 | | .field_builder::<Decimal128Builder>(0) |
553 | | .unwrap() |
554 | | .append_value(1); |
555 | | builder |
556 | | .field_builder::<TimestampMillisecondBuilder>(1) |
557 | | .unwrap() |
558 | | .append_value(1); |
559 | | builder.append(true); |
560 | | let array = builder.finish(); |
561 | | |
562 | | assert_eq!(array.data_type(), &DataType::Struct(fields.clone())); |
563 | | assert_eq!(array.column(0).data_type(), fields[0].data_type()); |
564 | | assert_eq!(array.column(1).data_type(), fields[1].data_type()); |
565 | | } |
566 | | |
567 | | #[test] |
568 | | fn test_struct_array_builder_from_dictionary_type_int8_key() { |
569 | | test_struct_array_builder_from_dictionary_type_inner::<Int8Type>(DataType::Int8); |
570 | | } |
571 | | |
572 | | #[test] |
573 | | fn test_struct_array_builder_from_dictionary_type_int16_key() { |
574 | | test_struct_array_builder_from_dictionary_type_inner::<Int16Type>(DataType::Int16); |
575 | | } |
576 | | |
577 | | #[test] |
578 | | fn test_struct_array_builder_from_dictionary_type_int32_key() { |
579 | | test_struct_array_builder_from_dictionary_type_inner::<Int32Type>(DataType::Int32); |
580 | | } |
581 | | |
582 | | #[test] |
583 | | fn test_struct_array_builder_from_dictionary_type_int64_key() { |
584 | | test_struct_array_builder_from_dictionary_type_inner::<Int64Type>(DataType::Int64); |
585 | | } |
586 | | |
587 | | fn test_struct_array_builder_from_dictionary_type_inner<K: ArrowDictionaryKeyType>( |
588 | | key_type: DataType, |
589 | | ) { |
590 | | let dict_field = Field::new( |
591 | | "f1", |
592 | | DataType::Dictionary(Box::new(key_type), Box::new(DataType::Utf8)), |
593 | | false, |
594 | | ); |
595 | | let fields = vec![dict_field.clone()]; |
596 | | let expected_dtype = DataType::Struct(fields.into()); |
597 | | let cloned_dict_field = dict_field.clone(); |
598 | | let expected_child_dtype = dict_field.data_type(); |
599 | | let mut struct_builder = StructBuilder::from_fields(vec![cloned_dict_field], 5); |
600 | | let Some(dict_builder) = struct_builder.field_builder::<StringDictionaryBuilder<K>>(0) |
601 | | else { |
602 | | panic!( |
603 | | "Builder should be StringDictionaryBuilder<{}>", |
604 | | type_name::<K>() |
605 | | ) |
606 | | }; |
607 | | dict_builder.append_value("dict string"); |
608 | | struct_builder.append(true); |
609 | | let array = struct_builder.finish(); |
610 | | |
611 | | assert_eq!(array.data_type(), &expected_dtype); |
612 | | assert_eq!(array.column(0).data_type(), expected_child_dtype); |
613 | | assert_eq!(array.column(0).len(), 1); |
614 | | } |
615 | | |
616 | | #[test] |
617 | | #[should_panic( |
618 | | expected = "Data type Dictionary(UInt64, Utf8) with key type UInt64 is not currently supported" |
619 | | )] |
620 | | fn test_struct_array_builder_from_schema_unsupported_type() { |
621 | | let fields = vec![ |
622 | | Field::new("f1", DataType::UInt64, false), |
623 | | Field::new( |
624 | | "f2", |
625 | | DataType::Dictionary(Box::new(DataType::UInt64), Box::new(DataType::Utf8)), |
626 | | false, |
627 | | ), |
628 | | ]; |
629 | | |
630 | | let _ = StructBuilder::from_fields(fields, 5); |
631 | | } |
632 | | |
633 | | #[test] |
634 | | #[should_panic(expected = "Dictionary value type Int32 is not currently supported")] |
635 | | fn test_struct_array_builder_from_dict_with_unsupported_value_type() { |
636 | | let fields = vec![Field::new( |
637 | | "f1", |
638 | | DataType::Dictionary(Box::new(DataType::Int32), Box::new(DataType::Int32)), |
639 | | false, |
640 | | )]; |
641 | | |
642 | | let _ = StructBuilder::from_fields(fields, 5); |
643 | | } |
644 | | |
645 | | #[test] |
646 | | fn test_struct_array_builder_field_builder_type_mismatch() { |
647 | | let int_builder = Int32Builder::with_capacity(10); |
648 | | |
649 | | let fields = vec![Field::new("f1", DataType::Int32, false)]; |
650 | | let field_builders = vec![Box::new(int_builder) as Box<dyn ArrayBuilder>]; |
651 | | |
652 | | let mut builder = StructBuilder::new(fields, field_builders); |
653 | | assert!(builder.field_builder::<BinaryBuilder>(0).is_none()); |
654 | | } |
655 | | |
656 | | #[test] |
657 | | #[should_panic( |
658 | | expected = "StructBuilder (Field { \"f1\": Int32 }, Field { \"f2\": Boolean }) and field_builder with index 1 (Boolean) are of unequal lengths: (2 != 1)." |
659 | | )] |
660 | | fn test_struct_array_builder_unequal_field_builders_lengths() { |
661 | | let mut int_builder = Int32Builder::with_capacity(10); |
662 | | let mut bool_builder = BooleanBuilder::new(); |
663 | | |
664 | | int_builder.append_value(1); |
665 | | int_builder.append_value(2); |
666 | | bool_builder.append_value(true); |
667 | | |
668 | | let fields = vec![ |
669 | | Field::new("f1", DataType::Int32, false), |
670 | | Field::new("f2", DataType::Boolean, false), |
671 | | ]; |
672 | | let field_builders = vec![ |
673 | | Box::new(int_builder) as Box<dyn ArrayBuilder>, |
674 | | Box::new(bool_builder) as Box<dyn ArrayBuilder>, |
675 | | ]; |
676 | | |
677 | | let mut builder = StructBuilder::new(fields, field_builders); |
678 | | builder.append(true); |
679 | | builder.append(true); |
680 | | builder.finish(); |
681 | | } |
682 | | |
683 | | #[test] |
684 | | #[should_panic(expected = "Number of fields is not equal to the number of field_builders.")] |
685 | | fn test_struct_array_builder_unequal_field_field_builders() { |
686 | | let int_builder = Int32Builder::with_capacity(10); |
687 | | |
688 | | let fields = vec![ |
689 | | Field::new("f1", DataType::Int32, false), |
690 | | Field::new("f2", DataType::Boolean, false), |
691 | | ]; |
692 | | let field_builders = vec![Box::new(int_builder) as Box<dyn ArrayBuilder>]; |
693 | | |
694 | | let mut builder = StructBuilder::new(fields, field_builders); |
695 | | builder.finish(); |
696 | | } |
697 | | |
698 | | #[test] |
699 | | #[should_panic( |
700 | | expected = "Incorrect datatype for StructArray field \\\"timestamp\\\", expected Timestamp(ns, \\\"UTC\\\") got Timestamp(ns)" |
701 | | )] |
702 | | fn test_struct_array_mismatch_builder() { |
703 | | let fields = vec![Field::new( |
704 | | "timestamp", |
705 | | DataType::Timestamp(TimeUnit::Nanosecond, Some("UTC".to_owned().into())), |
706 | | false, |
707 | | )]; |
708 | | |
709 | | let field_builders: Vec<Box<dyn ArrayBuilder>> = |
710 | | vec![Box::new(TimestampNanosecondBuilder::new())]; |
711 | | |
712 | | let mut sa = StructBuilder::new(fields, field_builders); |
713 | | sa.finish(); |
714 | | } |
715 | | |
716 | | #[test] |
717 | | fn test_empty() { |
718 | | let mut builder = StructBuilder::new(Fields::empty(), vec![]); |
719 | | builder.append(true); |
720 | | builder.append(false); |
721 | | |
722 | | let a1 = builder.finish_cloned(); |
723 | | let a2 = builder.finish(); |
724 | | assert_eq!(a1, a2); |
725 | | assert_eq!(a1.len(), 2); |
726 | | assert_eq!(a1.null_count(), 1); |
727 | | assert!(a1.is_valid(0)); |
728 | | assert!(a1.is_null(1)); |
729 | | } |
730 | | } |