hudi-core 0.5.0

The native Rust implementation for Apache Hudi
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 */
//! Lance implementation of [`BaseFileReader`].
//!
//! Reads individual Lance data files (single-file datasets produced by
//! Hudi's Lance integration) using the `lance-file` crate.

use std::sync::Arc;

use arrow::array::{RecordBatch, RecordBatchOptions};
use arrow_schema::SchemaRef;
use futures::StreamExt;
use futures::future::BoxFuture;
use lance_core::cache::LanceCache;
use lance_core::utils::tokio::get_num_compute_intensive_cpus;
use lance_encoding::decoder::{DecoderPlugins, FilterExpression};
use lance_file::LanceEncodingsIo;
use lance_file::reader::{CachedFileMetadata, FileReader, FileReaderOptions, ReaderProjection};
use lance_file::versions::reader_projection_from_column_names;
use lance_io::ReadBatchParams;
use lance_io::object_store::{ObjectStore as LanceObjectStore, ObjectStoreRegistry};
use lance_io::scheduler::{FileScheduler, ScanScheduler, SchedulerConfig};
use lance_io::utils::CachedFileSize;
use object_store::ObjectStoreExt;
use object_store::path::Path as ObjPath;
use tokio::sync::OnceCell;

use super::reader::{BaseFileReadOptions, BaseFileReader, BaseFileStream};
use crate::statistics::{ColumnStatistics, StatisticsContainer, StatsGranularity};
use crate::storage::Storage;
use crate::storage::error::{Result, StorageError};
use crate::storage::file_metadata::FileMetadata;
use crate::storage::util::join_url_segments;

const DEFAULT_BATCH_SIZE: u32 = 8192;

/// Lance implementation of [`BaseFileReader`].
///
/// Each Hudi base file with `.lance` extension is a standalone Lance data
/// file. The Lance object store and scan scheduler are built once per
/// reader and reused across every file open.
pub struct LanceBaseFileReader {
    storage: Arc<Storage>,
    /// Lazily-initialized Lance scheduler. The scheduler holds the
    /// Lance-wrapped object store, so caching it covers both pieces of
    /// per-table infrastructure.
    scheduler: OnceCell<Arc<ScanScheduler>>,
}

impl LanceBaseFileReader {
    pub fn new(storage: Arc<Storage>) -> Self {
        Self {
            storage,
            scheduler: OnceCell::new(),
        }
    }

    /// Returns the Lance scan scheduler shared across all file reads on
    /// this reader, initializing it on first use.
    async fn scheduler(&self) -> Result<Arc<ScanScheduler>> {
        let scheduler = self
            .scheduler
            .get_or_try_init(|| async {
                let storage_accessor = Arc::new(
                    lance_io::object_store::StorageOptionsAccessor::with_static_options(
                        (*self.storage.options).clone(),
                    ),
                );
                // `ObjectStoreParams::object_store` is marked deprecated in lance-io
                // 11.x in favor of implementing `ObjectStoreProvider`. We still set
                // it here so Lance reuses the ObjectStore we already built (with
                // hudi-rs's storage options applied) and skips re-resolving
                // credentials. `storage_options_accessor` itself is current API.
                #[allow(deprecated)]
                let params = lance_io::object_store::ObjectStoreParams {
                    object_store: Some((
                        self.storage.object_store.clone(),
                        (*self.storage.base_url).clone(),
                    )),
                    storage_options_accessor: Some(storage_accessor),
                    ..Default::default()
                };

                let (lance_store, _root_path) = LanceObjectStore::from_uri_and_params(
                    Arc::new(ObjectStoreRegistry::default()),
                    self.storage.base_url.as_str(),
                    &params,
                )
                .await
                .map_err(|e| {
                    StorageError::Creation(format!(
                        "Failed to create Lance object store for {}: {e}",
                        self.storage.base_url
                    ))
                })?;

                let scheduler_config = SchedulerConfig::max_bandwidth(&lance_store);
                Ok::<_, StorageError>(ScanScheduler::new(lance_store, scheduler_config))
            })
            .await?;
        Ok(scheduler.clone())
    }

    /// Open a Lance `FileScheduler` for `relative_path`. Pass `known_size`
    /// when the caller has already discovered the file size to skip
    /// Lance's internal size lookup.
    async fn open_file_scheduler(
        &self,
        relative_path: &str,
        known_size: Option<u64>,
    ) -> Result<FileScheduler> {
        let scheduler = self.scheduler().await?;
        let obj_url = join_url_segments(&self.storage.base_url, &[relative_path])?;
        let obj_path = ObjPath::from_url_path(obj_url.path())?;
        let cached_size = match known_size {
            Some(size) => CachedFileSize::new(size),
            None => CachedFileSize::unknown(),
        };
        scheduler
            .open_file(&obj_path, &cached_size)
            .await
            .map_err(|e| {
                StorageError::Creation(format!("Failed to open Lance file {relative_path}: {e}"))
            })
    }

    /// Build a `ReaderProjection` from the requested column names. Empty
    /// projections return `Ok(None)`: lance-file rejects zero-column
    /// projections, so callers that want a row-count-preserving scan must
    /// handle the empty case themselves. `ReaderProjection::from_column_names`
    /// is case-sensitive: every column in `col_names` must match the Lance file
    /// schema exactly. lance-core has case-insensitive helpers, but
    /// `Schema::project` does not use them here.
    fn build_projection(
        col_names: &[String],
        metadata: &CachedFileMetadata,
        relative_path: &str,
    ) -> Result<Option<ReaderProjection>> {
        if col_names.is_empty() {
            return Ok(None);
        }
        let col_refs: Vec<&str> = col_names.iter().map(|s| s.as_str()).collect();
        reader_projection_from_column_names(
            metadata.version(),
            metadata.file_schema.as_ref(),
            &col_refs,
        )
        .map(Some)
        .map_err(|e| {
            StorageError::Creation(format!(
                "Failed to create Lance projection for {relative_path}: {e}"
            ))
        })
    }

    /// Open a Lance `FileReader` and return the file metadata used to
    /// build it. The metadata is read once and reused via
    /// [`FileReader::try_open_with_file_metadata`] so callers don't pay
    /// for the read twice.
    async fn open_file_reader_with_metadata(
        &self,
        relative_path: &str,
        projection: Option<&[String]>,
        known_size: Option<u64>,
    ) -> Result<(FileReader, Arc<CachedFileMetadata>)> {
        let file_scheduler = self.open_file_scheduler(relative_path, known_size).await?;
        let metadata = Arc::new(
            FileReader::read_all_metadata(&file_scheduler)
                .await
                .map_err(|e| {
                    StorageError::Creation(format!(
                        "Failed to read Lance metadata for {relative_path}: {e}"
                    ))
                })?,
        );

        let base_projection = match projection {
            Some(cols) => Self::build_projection(cols, &metadata, relative_path)?,
            None => None,
        };

        // `no_cache` is fine for sequential full-file scans; the file metadata is
        // already shared via `Arc<CachedFileMetadata>` (see try_open_with_file_metadata).
        // Switch to `LanceCache::with_capacity(...)` if we ever add take/range workloads.
        let cache = LanceCache::no_cache();
        let path = file_scheduler.reader().path().clone();
        let options = FileReaderOptions::default();
        let encodings_io =
            LanceEncodingsIo::new(file_scheduler).with_read_chunk_size(options.read_chunk_size);

        let reader = FileReader::try_open_with_file_metadata(
            Arc::new(encodings_io),
            path,
            base_projection,
            Arc::new(DecoderPlugins {}),
            metadata.clone(),
            &cache,
            options,
        )
        .await
        .map_err(|e| {
            StorageError::Creation(format!(
                "Failed to open Lance file reader for {relative_path}: {e}"
            ))
        })?;

        Ok((reader, metadata))
    }

    /// Returns the Arrow schema of the Lance base file.
    ///
    /// Mirrors [`super::parquet::ParquetBaseFileReader::get_schema`] so that
    /// schema-resolution callers can fall back to the base file when commit
    /// metadata does not carry an explicit schema.
    pub async fn get_schema(&self, relative_path: &str) -> Result<arrow_schema::Schema> {
        let (reader, _) = self
            .open_file_reader_with_metadata(relative_path, None, None)
            .await?;
        Ok(arrow_schema::Schema::from(reader.schema().as_ref()))
    }

    /// Build a single zero-column [`RecordBatch`] with the Lance file's
    /// row count. Callers requesting an empty projection
    /// (`Some(vec![])`) get row-count-only semantics without tripping
    /// `lance-file`'s zero-column-projection rejection.
    async fn empty_projection_stream(
        &self,
        relative_path: &str,
        known_size: Option<u64>,
    ) -> Result<BaseFileStream> {
        let file_scheduler = self.open_file_scheduler(relative_path, known_size).await?;
        let metadata = FileReader::read_all_metadata(&file_scheduler)
            .await
            .map_err(|e| {
                StorageError::Creation(format!(
                    "Failed to read Lance metadata for {relative_path}: {e}"
                ))
            })?;

        let empty_schema: SchemaRef = Arc::new(arrow_schema::Schema::empty());
        let row_count = usize::try_from(metadata.num_rows).unwrap_or(usize::MAX);
        let batch = RecordBatch::try_new_with_options(
            empty_schema.clone(),
            vec![],
            &RecordBatchOptions::new().with_row_count(Some(row_count)),
        )
        .map_err(|e| {
            StorageError::Creation(format!(
                "Failed to build empty RecordBatch for {relative_path}: {e}"
            ))
        })?;
        let stream = futures::stream::once(futures::future::ready(Ok(batch))).boxed();
        Ok(BaseFileStream::new(empty_schema, stream))
    }
}

impl BaseFileReader for LanceBaseFileReader {
    fn read_stream<'a>(
        &'a self,
        relative_path: &'a str,
        options: BaseFileReadOptions,
    ) -> BoxFuture<'a, Result<BaseFileStream>> {
        Box::pin(async move {
            // `Some(vec![])` is the row-count-only request shape on
            // `BaseFileReadOptions`. lance-file rejects zero-column
            // projections, so emit a single empty-schema batch carrying
            // the row count from file metadata instead.
            if options.projection.as_ref().is_some_and(|p| p.is_empty()) {
                return self
                    .empty_projection_stream(relative_path, options.known_file_size)
                    .await;
            }

            let (reader, _) = self
                .open_file_reader_with_metadata(
                    relative_path,
                    options.projection.as_deref(),
                    options.known_file_size,
                )
                .await?;

            let batch_size = options
                .batch_size
                .map(|size| u32::try_from(size).unwrap_or(u32::MAX))
                .unwrap_or(DEFAULT_BATCH_SIZE);
            let batch_readahead =
                u32::try_from(get_num_compute_intensive_cpus()).unwrap_or(u32::MAX);
            let lance_stream = reader
                .read_stream(
                    ReadBatchParams::RangeFull,
                    batch_size,
                    batch_readahead,
                    // lance-file 11.x decoders do not act on FilterExpression:
                    // per lance-encoding, "the core decoders do not currently
                    // take advantage of filtering in any way." Callers needing
                    // row-level predicates must apply them on the returned
                    // record batches.
                    FilterExpression::no_filter(),
                )
                .await
                .map_err(|e| {
                    StorageError::Creation(format!(
                        "Failed to create Lance read stream for {relative_path}: {e}"
                    ))
                })?;

            let arrow_schema = lance_stream.schema().clone();

            let mapped_stream = lance_stream
                .map(|result| result.map_err(StorageError::from))
                .boxed();

            Ok(BaseFileStream::new(arrow_schema, mapped_stream))
        })
    }

    fn get_metadata_and_stats<'a>(
        &'a self,
        relative_path: &'a str,
        _table_schema: &'a arrow_schema::Schema,
    ) -> BoxFuture<'a, Result<(FileMetadata, StatisticsContainer)>> {
        Box::pin(async move {
            let obj_url = join_url_segments(&self.storage.base_url, &[relative_path])?;
            let obj_path = ObjPath::from_url_path(obj_url.path())?;
            let head = self.storage.object_store.head(&obj_path).await?;
            let file_size = head.size;

            // Open with the size we just discovered so Lance doesn't issue
            // its own head request.
            let (reader, _) = self
                .open_file_reader_with_metadata(relative_path, None, Some(file_size))
                .await?;

            let name = std::path::Path::new(relative_path)
                .file_name()
                .and_then(|n| n.to_str())
                .unwrap_or(relative_path)
                .to_string();

            let num_rows = i64::try_from(reader.num_rows()).unwrap_or(i64::MAX);

            let file_metadata = FileMetadata {
                name,
                size: file_size,
                byte_size: i64::try_from(file_size).unwrap_or(i64::MAX),
                num_records: num_rows,
            };

            // lance-file 11.x v2 format does not expose per-column min/max via
            // `FileReader` (only num_pages and size_bytes via `FileStatistics`).
            // Populate an entry per file column with empty bounds so column-level
            // pruning falls back to "include".
            let mut col_stats = StatisticsContainer::new(StatsGranularity::File);
            col_stats.num_rows = Some(num_rows);
            let file_schema = reader.schema();
            for field in &file_schema.fields {
                let field_name = field.name.clone();
                col_stats.columns.insert(
                    field_name.clone(),
                    ColumnStatistics::new(field_name, field.data_type()),
                );
            }

            Ok((file_metadata, col_stats))
        })
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use hudi_test::SampleTable;
    use std::io::Write;
    use tempfile::TempDir;
    use url::Url;

    fn lance_test_storage() -> Arc<Storage> {
        let table_path = SampleTable::V9LanceNonpartitioned.path_to_cow();
        let base_url = Url::from_directory_path(&table_path).unwrap();
        Storage::new_with_base_url(base_url).unwrap()
    }

    /// Create a temp directory containing a non-empty `.lance` file whose bytes
    /// are not a valid Lance dataset. Returns (`TempDir`, `file_name`).
    fn corrupt_lance_storage() -> (TempDir, String, Arc<Storage>) {
        let temp_dir = tempfile::tempdir().unwrap();
        let file_name = "corrupt.lance".to_string();
        let file_path = temp_dir.path().join(&file_name);
        let mut f = std::fs::File::create(&file_path).unwrap();
        // 4 KiB of zeros — passes object_store::head but fails Lance metadata parsing.
        f.write_all(&[0u8; 4096]).unwrap();
        f.sync_all().unwrap();
        let base_url = Url::from_directory_path(temp_dir.path()).unwrap();
        let storage = Storage::new_with_base_url(base_url).unwrap();
        (temp_dir, file_name, storage)
    }

    fn lance_base_file_name() -> String {
        let table_path = SampleTable::V9LanceNonpartitioned.path_to_cow();
        std::fs::read_dir(&table_path)
            .unwrap()
            .filter_map(|e| e.ok())
            .find(|e| e.path().extension().is_some_and(|ext| ext == "lance"))
            .unwrap()
            .file_name()
            .to_str()
            .unwrap()
            .to_string()
    }

    #[tokio::test]
    async fn test_lance_reader_read_data_with_projection() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let file_name = lance_base_file_name();

        let full = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();

        let opts = BaseFileReadOptions::new().with_projection(["id", "name"]);
        let projected = reader.read_data(&file_name, opts).await.unwrap();

        assert_eq!(projected.num_rows(), full.num_rows());
        assert_eq!(projected.num_columns(), 2);
        let schema = projected.schema();
        let col_names: Vec<&str> = schema.fields().iter().map(|f| f.name().as_str()).collect();
        assert!(col_names.contains(&"id"));
        assert!(col_names.contains(&"name"));
    }

    #[tokio::test]
    async fn test_lance_reader_metadata_returns_correct_row_count_and_stats() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage.clone());
        let file_name = lance_base_file_name();

        let table_schema = reader.get_schema(&file_name).await.unwrap();
        let (metadata, stats) = reader
            .get_metadata_and_stats(&file_name, &table_schema)
            .await
            .unwrap();

        assert!(metadata.num_records > 0);
        assert!(metadata.size > 0);
        assert!(metadata.name.ends_with(".lance"));

        let batch = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();
        assert_eq!(metadata.num_records, batch.num_rows() as i64);

        // Stats are populated with row count and one entry per schema column
        // (Lance file metadata does not surface per-column min/max).
        assert_eq!(stats.num_rows, Some(metadata.num_records));
        assert_eq!(stats.columns.len(), table_schema.fields().len());
        for field in table_schema.fields() {
            let col = stats
                .columns
                .get(field.name())
                .expect("column entry present");
            assert!(col.min_value.is_none());
            assert!(col.max_value.is_none());
        }
    }

    #[tokio::test]
    async fn test_lance_reader_get_schema_matches_data_schema_with_expected_fields() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let file_name = lance_base_file_name();

        let schema = reader.get_schema(&file_name).await.unwrap();
        let batch = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();
        assert!(batch.num_rows() > 0);
        assert_eq!(schema.fields(), batch.schema().fields());
        let field_names: Vec<&str> = schema.fields().iter().map(|f| f.name().as_str()).collect();
        assert!(field_names.contains(&"id"));
        assert!(field_names.contains(&"name"));
    }

    #[tokio::test]
    async fn test_lance_reader_streaming_matches_eager() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let file_name = lance_base_file_name();

        let eager = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();

        let mut stream = reader
            .read_stream(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();

        let mut stream_batches = Vec::new();
        while let Some(batch) = stream.next().await {
            stream_batches.push(batch.unwrap());
        }

        let total_rows: usize = stream_batches.iter().map(|b| b.num_rows()).sum();
        assert_eq!(total_rows, eager.num_rows());

        assert_eq!(stream_batches[0].schema().fields(), eager.schema().fields());
    }

    #[tokio::test]
    async fn test_lance_reader_stream_with_projection_schema_matches_batches() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let file_name = lance_base_file_name();

        let opts = BaseFileReadOptions::new().with_projection(["id", "name"]);
        let stream = reader.read_stream(&file_name, opts).await.unwrap();

        let stream_schema = stream.schema().clone();
        assert_eq!(stream_schema.fields().len(), 2);

        let mut batches = Vec::new();
        let mut inner = stream.into_stream();
        while let Some(batch) = inner.next().await {
            batches.push(batch.unwrap());
        }

        assert!(!batches.is_empty());
        for batch in &batches {
            assert_eq!(batch.num_columns(), 2);
            assert_eq!(batch.schema().fields(), stream_schema.fields());
        }
    }

    #[tokio::test]
    async fn test_lance_reader_empty_projection_yields_zero_column_batch_with_row_count() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let file_name = lance_base_file_name();

        // Sanity-check the row count via an unprojected read.
        let full = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();
        let expected_rows = full.num_rows();
        assert!(expected_rows > 0);

        // Empty projection: lance-file would normally reject this, but the
        // reader special-cases it for row-count-preserving scans.
        let opts = BaseFileReadOptions::new().with_projection(Vec::<String>::new());
        let stream = reader.read_stream(&file_name, opts).await.unwrap();
        assert_eq!(stream.schema().fields().len(), 0);

        let mut total_rows = 0;
        let mut inner = stream.into_stream();
        while let Some(batch) = inner.next().await {
            let batch = batch.unwrap();
            assert_eq!(batch.num_columns(), 0);
            total_rows += batch.num_rows();
        }
        assert_eq!(total_rows, expected_rows);
    }

    #[tokio::test]
    async fn test_lance_reader_with_batch_size_yields_multiple_batches() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let file_name = lance_base_file_name();

        let eager = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();
        assert!(
            eager.num_rows() > 1,
            "fixture must have at least 2 rows for the batch-split assertion"
        );

        // Force the smallest possible batch size to exercise the explicit
        // `batch_size` branch and assert that lance-file honors it.
        let opts = BaseFileReadOptions::new().with_batch_size(1);
        let stream = reader.read_stream(&file_name, opts).await.unwrap();

        let mut batches = Vec::new();
        let mut inner = stream.into_stream();
        while let Some(batch) = inner.next().await {
            batches.push(batch.unwrap());
        }

        let total_rows: usize = batches.iter().map(|b| b.num_rows()).sum();
        assert_eq!(total_rows, eager.num_rows());
        assert!(
            batches.len() > 1,
            "with batch_size=1 we expect multiple batches, got {}",
            batches.len()
        );
        for batch in &batches {
            assert!(batch.num_rows() <= 1);
        }
    }

    #[tokio::test]
    async fn test_lance_reader_with_known_file_size_matches_unsized_read() {
        // Exercises the `with_known_file_size` Some-branch in
        // `open_file_scheduler` (which builds CachedFileSize::new instead of
        // CachedFileSize::unknown). The result must match an ordinary read.
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage.clone());
        let file_name = lance_base_file_name();

        let table_path = SampleTable::V9LanceNonpartitioned.path_to_cow();
        let file_size = std::fs::metadata(std::path::Path::new(&table_path).join(&file_name))
            .unwrap()
            .len();

        let unsized_batch = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .unwrap();
        let sized_batch = reader
            .read_data(
                &file_name,
                BaseFileReadOptions::new().with_known_file_size(file_size),
            )
            .await
            .unwrap();
        assert_eq!(sized_batch.num_rows(), unsized_batch.num_rows());
        assert_eq!(
            sized_batch.schema().fields(),
            unsized_batch.schema().fields()
        );
    }

    #[tokio::test]
    async fn test_lance_reader_unknown_projection_column_returns_error() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let file_name = lance_base_file_name();

        let opts = BaseFileReadOptions::new().with_projection(["does_not_exist"]);
        let err = reader
            .read_data(&file_name, opts)
            .await
            .expect_err("projection on missing column must fail");
        let msg = err.to_string();
        assert!(
            msg.contains("Failed to create Lance projection"),
            "expected projection-error message, got: {msg}"
        );
    }

    #[tokio::test]
    async fn test_lance_reader_missing_file_returns_error() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);

        // A path that lives under the same base URL but doesn't exist on disk.
        let err = reader
            .read_data("does_not_exist.lance", BaseFileReadOptions::new())
            .await
            .expect_err("missing file must fail");
        let msg = err.to_string();
        assert!(
            msg.contains("Failed to open Lance file") || msg.contains("does_not_exist.lance"),
            "expected missing-file error to mention the path, got: {msg}"
        );
    }

    #[tokio::test]
    async fn test_lance_reader_get_metadata_and_stats_missing_file_returns_error() {
        let storage = lance_test_storage();
        let reader = LanceBaseFileReader::new(storage);
        let table_schema = arrow_schema::Schema::empty();

        // Exercises the head() error path before any Lance call is made.
        let err = reader
            .get_metadata_and_stats("does_not_exist.lance", &table_schema)
            .await
            .expect_err("missing file must fail");
        let msg = err.to_string();
        assert!(
            msg.contains("does_not_exist") || msg.contains("not found"),
            "expected missing-file error, got: {msg}"
        );
    }

    #[tokio::test]
    async fn test_lance_reader_corrupt_file_returns_metadata_error_on_read_stream() {
        let (_tmp, file_name, storage) = corrupt_lance_storage();
        let reader = LanceBaseFileReader::new(storage);

        let err = reader
            .read_data(&file_name, BaseFileReadOptions::new())
            .await
            .expect_err("corrupt lance file must fail to read");
        let msg = err.to_string();
        assert!(
            msg.contains("Failed to read Lance metadata"),
            "expected metadata-read error, got: {msg}"
        );
    }

    #[tokio::test]
    async fn test_lance_reader_corrupt_file_empty_projection_returns_metadata_error() {
        let (_tmp, file_name, storage) = corrupt_lance_storage();
        let reader = LanceBaseFileReader::new(storage);

        let opts = BaseFileReadOptions::new().with_projection(Vec::<String>::new());
        let err = reader
            .read_data(&file_name, opts)
            .await
            .expect_err("corrupt lance file with empty projection must fail to read");
        let msg = err.to_string();
        assert!(
            msg.contains("Failed to read Lance metadata"),
            "expected metadata-read error from empty_projection_stream, got: {msg}"
        );
    }

    #[tokio::test]
    async fn test_lance_reader_get_metadata_and_stats_corrupt_file_returns_error() {
        let (_tmp, file_name, storage) = corrupt_lance_storage();
        let reader = LanceBaseFileReader::new(storage);
        let table_schema = arrow_schema::Schema::empty();

        // head() succeeds (the file exists with non-zero size), but Lance metadata
        // parsing fails inside open_file_reader_with_metadata.
        let err = reader
            .get_metadata_and_stats(&file_name, &table_schema)
            .await
            .expect_err("corrupt lance file must fail metadata read");
        let msg = err.to_string();
        assert!(
            msg.contains("Failed to read Lance metadata"),
            "expected metadata-read error, got: {msg}"
        );
    }
}