algeon-datafusion 0.1.2

DataFusion physical-plan adapter for native GPU execution.
Documentation
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
use cudf::testing;
use tokio::runtime::Builder as TestRuntimeBuilder;

use super::*;
use crate::native::ParquetReadStrategyConfig;

#[tokio::test]
async fn default_sql_physical_plan_lowers_to_native_plan() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-sql-default");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_benchmark_plan(&path, SessionConfig::new()).await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.candidate_count(), 1);
    assert_eq!(result.selected_count(), 1);
    assert_eq!(result.not_selected_count(), 0);
    let CandidateOutcome::Selected { candidate } = &result.report.outcomes()[0] else {
        panic!("default SQL plan should lower to native");
    };
    assert_eq!(
        candidate.shape.to_string(),
        "SortPreservingMergeExec(fetch)(ProjectionExec(SortExec(FinalAggregateExec(RepartitionExec(PartialAggregateExec(FilterExec(LocalParquetScan)))))))"
    );
    assert_eq!(candidate.operator_count(), 8);
    assert!(result.plan.is_some());
    assert_eq!(result.source_diagnostics.len(), 1);
    assert_eq!(result.source_diagnostics[0].file_count, 1);
    assert!(result.source_diagnostics[0].direct_device_read);
    assert_eq!(result.source_diagnostics[0].predicate_disposition.as_str(), "pruning_only");
    assert!(result.source_diagnostics[0].rejected_features.is_empty());
    let source = native_local_parquet_source(result.selected_plan());
    assert!(source.reader_predicate.is_none());
    assert_eq!(
        source.read_columns,
        vec!["key".to_string(), "m00".to_string(), "m01".to_string(), "payload".to_string()]
    );
    assert!(source.diagnostics.direct_device_read);

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn default_sql_distributed_global_list_count_lowers_to_native_plan() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-list-count");
    let path = dir.join("input.parquet");
    write_list_utf8_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), "SELECT COUNT(tags) AS tag_rows FROM bench").await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.candidate_count(), 1);
    assert_eq!(result.selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 0, "outcomes={:?}", result.report.outcomes());
    let aggregates = native_aggregate_nodes(result.selected_plan());
    assert_eq!(aggregates.len(), 1);
    assert!(aggregates[0].spec.group_exprs.is_empty());
    assert_eq!(native_aggregate_functions(result.selected_plan()), vec![AggregateFunction::Count]);

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn default_sql_distributed_avg_aggregate_lowers_to_native_avg() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-avg");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), SQL_AVG_AGGREGATE_QUERY).await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.candidate_count(), 1);
    assert_eq!(result.selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 0, "outcomes={:?}", result.report.outcomes());
    let aggregate_exprs = native_aggregate_exprs(result.selected_plan());
    assert_eq!(aggregate_exprs.len(), 1);
    assert_eq!(aggregate_exprs[0].function, AggregateFunction::Avg);
    assert_eq!(aggregate_exprs[0].alias, "avg(bench.m00)");
    assert!(
        matches!(&aggregate_exprs[0].expr, Expr::Column(column) if column.name() == "__algeon_native_aggregate_arg_0")
    );
    assert!(native_projection_exprs(result.selected_plan()).iter().any(|expr| matches!(
        expr,
        Expr::Alias { expr, alias }
            if alias == "__algeon_native_aggregate_arg_0"
                && matches!(
                    expr.as_ref(),
                    Expr::Cast { expr, target_type }
                        if target_type == &DataType::Float64
                            && matches!(expr.as_ref(), Expr::Column(column) if column.name() == "m00")
                )
    )));
    assert_eq!(
        result.selected_plan().output_schema().field_with_name("avg_m00").unwrap().data_type(),
        &DataType::Float64
    );
    let source = native_local_parquet_source(result.selected_plan());
    assert_eq!(source.read_columns, vec!["key".to_string(), "m00".to_string(), "payload".to_string()]);
    assert!(source.diagnostics.direct_device_read);

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn default_sql_distributed_median_aggregate_remains_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-median");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), SQL_MEDIAN_AGGREGATE_QUERY).await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert!(result.plan.is_none(), "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert!(
        matches!(
            result.report.outcomes()[0],
            CandidateOutcome::NotSupported {
                capability_reason: CapabilityReason::NativeDistributedAggregateUnsupported,
                ..
            }
        ),
        "outcomes={:?}",
        result.report.outcomes()
    );

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn default_sql_distributed_rollup_aggregate_lowers_to_native_grouping_sets() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-rollup");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), SQL_ROLLUP_AVG_QUERY).await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.candidate_count(), 1);
    assert_eq!(result.selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 0, "outcomes={:?}", result.report.outcomes());
    let aggregates = native_aggregate_nodes(result.selected_plan());
    assert_eq!(aggregates.len(), 1);
    let grouping_sets = aggregates[0].spec.grouping_sets.as_ref().expect("ROLLUP should lower as grouping sets");
    assert_eq!(grouping_sets.grouping_id_alias, "__grouping_id");
    assert_eq!(grouping_sets.groups, vec![vec![true, true], vec![false, true], vec![false, false]]);
    assert_eq!(aggregates[0].spec.group_exprs.len(), 2);
    assert_eq!(aggregates[0].spec.aggr_exprs.len(), 1);
    assert_eq!(aggregates[0].spec.aggr_exprs[0].function, AggregateFunction::Avg);

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn grouping_sets_over_empty_local_parquet_lower_through_empty_literal_source() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-empty-grouping-sets");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);

    for (label, sql) in
        [("rollup", SQL_ROLLUP_AVG_QUERY), ("cube", SQL_CUBE_AVG_QUERY), ("grouping_sets", SQL_GROUPING_SETS_AVG_QUERY)]
    {
        let plan = sql_plan(&path, direct_friendly_sql_session_config(), sql).await;
        let plan = replace_parquet_scans_with_empty_file_groups(plan);

        let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

        assert_eq!(result.candidate_count(), 1, "{label}");
        assert_eq!(result.selected_count(), 1, "{label}: outcomes={:?}", result.report.outcomes());
        assert_eq!(result.not_selected_count(), 0, "{label}: outcomes={:?}", result.report.outcomes());
        assert!(native_local_parquet_sources(result.selected_plan()).is_empty(), "{label}");
        let literal_sources = native_literal_batch_sources(result.selected_plan());
        assert_eq!(literal_sources.len(), 1, "{label}");
        assert_eq!(literal_sources[0].row_count(), 0, "{label}");
        assert!(
            native_aggregate_nodes(result.selected_plan())
                .iter()
                .all(|aggregate| aggregate.spec.grouping_sets.is_some()),
            "{label} must retain native grouping-set semantics"
        );
    }

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn default_sql_distributed_aggregate_filter_lowers_to_native_filter() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-filtered-aggregate");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), SQL_FILTERED_AGGREGATE_QUERY).await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.candidate_count(), 1);
    assert_eq!(result.selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 0, "outcomes={:?}", result.report.outcomes());
    let aggregate_exprs = native_aggregate_exprs(result.selected_plan());
    assert_eq!(aggregate_exprs.len(), 1);
    assert_eq!(aggregate_exprs[0].function, AggregateFunction::Sum);
    assert!(
        matches!(
            aggregate_exprs[0].filter.as_ref(),
            Some(Expr::Column(column)) if column.name() == "__algeon_native_aggregate_filter_0"
        ),
        "distributed aggregate filter should be materialized once before the native aggregate"
    );
    assert!(native_projection_exprs(result.selected_plan()).iter().any(|expr| matches!(
        expr,
        Expr::Alias { alias, .. } if alias == "__algeon_native_aggregate_filter_0"
    )));

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn default_sql_distributed_distinct_aggregate_lowers_as_explicit_aggregate_stack() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-distinct-aggregate");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), SQL_DISTINCT_AGGREGATE_QUERY).await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 0, "outcomes={:?}", result.report.outcomes());
    assert!(
        native_aggregate_nodes(result.selected_plan()).len() >= 2,
        "distinct COUNT should be represented by DataFusion's explicit aggregate stack"
    );

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn default_sql_mixed_distinct_and_count_over_union_lowers_to_one_native_aggregate() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-mixed-distinct-count-union");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), SQL_MIXED_DISTINCT_COUNT_UNION_QUERY).await;

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 0, "outcomes={:?}", result.report.outcomes());
    let aggregates = native_aggregate_nodes(result.selected_plan());
    assert_eq!(aggregates.len(), 1);
    assert_eq!(
        aggregates[0].spec.aggr_exprs.iter().map(|expr| (expr.function, expr.distinct)).collect::<Vec<_>>(),
        vec![(AggregateFunction::NUnique, false), (AggregateFunction::Count, false)]
    );

    fs::remove_dir_all(dir).unwrap();
}

async fn distributed_final_partial_aggregate_function_mismatch_is_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-function-mismatch");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_benchmark_plan(&path, SessionConfig::new()).await;
    let plan = with_rewritten_distributed_final_aggregate(plan, |final_aggregate| {
        let original = &final_aggregate.aggr_expr()[0];
        aggregate_expr_on_column_like(original, max_udaf(), final_aggregate.input().schema(), 1, false, vec![])
    });

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_distributed_aggregate_rejection(&result, CapabilityReason::NativeDistributedAggregateUnsupported);

    fs::remove_dir_all(dir).unwrap();
}

#[test]
fn default_distributed_tc_distagg_cases_1() {
    testing::run_named_cases(&[
        ("distributed_final_aggregate_state_schema_mismatch_is_rejected", || {
            TestRuntimeBuilder::new_current_thread()
                .enable_all()
                .build()
                .expect("case runtime")
                .block_on(distributed_final_aggregate_state_schema_mismatch_is_rejected())
        }),
        ("distributed_final_aggregate_filter_expr_is_rejected", || {
            TestRuntimeBuilder::new_current_thread()
                .enable_all()
                .build()
                .expect("case runtime")
                .block_on(distributed_final_aggregate_filter_expr_is_rejected())
        }),
        ("distributed_final_partial_aggregate_function_mismatch_is_rejected", || {
            TestRuntimeBuilder::new_current_thread()
                .enable_all()
                .build()
                .expect("case runtime")
                .block_on(distributed_final_partial_aggregate_function_mismatch_is_rejected())
        }),
        ("distributed_aggregate_distinct_expr_is_rejected", || {
            TestRuntimeBuilder::new_current_thread()
                .enable_all()
                .build()
                .expect("case runtime")
                .block_on(distributed_aggregate_distinct_expr_is_rejected())
        }),
        ("distributed_aggregate_order_by_expr_is_rejected", || {
            TestRuntimeBuilder::new_current_thread()
                .enable_all()
                .build()
                .expect("case runtime")
                .block_on(distributed_aggregate_order_by_expr_is_rejected())
        }),
        ("distributed_aggregate_without_partial_source_shape_is_rejected", || {
            TestRuntimeBuilder::new_current_thread()
                .enable_all()
                .build()
                .expect("case runtime")
                .block_on(distributed_aggregate_without_partial_source_shape_is_rejected())
        }),
    ]);
}

async fn distributed_final_aggregate_state_schema_mismatch_is_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-state-schema-mismatch");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_plan(&path, SessionConfig::new(), SQL_COUNT_STAR_QUERY).await;
    let plan = with_rewritten_distributed_final_aggregate(plan, |final_aggregate| {
        aggregate_expr_on_column_with_alias(
            sum_udaf(),
            final_aggregate.input().schema(),
            1,
            "count_rows",
            false,
            vec![],
        )
    });

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_distributed_aggregate_rejection(&result, CapabilityReason::NativeDistributedAggregateUnsupported);

    fs::remove_dir_all(dir).unwrap();
}

#[tokio::test]
async fn distributed_partial_aggregate_filter_lowers_to_native_filter() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-filter-mutation");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_benchmark_plan(&path, SessionConfig::new()).await;
    let plan = with_rewritten_distributed_partial_aggregate(plan, |partial_aggregate| {
        let input_schema = partial_aggregate.input().schema();
        let predicate = binary(
            col("key", &input_schema).unwrap(),
            Operator::GtEq,
            lit(ScalarValue::Int32(Some(10))),
            &input_schema,
        )
        .unwrap();
        Arc::new(
            AggregateExec::try_new(
                *partial_aggregate.mode(),
                partial_aggregate.group_expr().clone(),
                partial_aggregate.aggr_expr().to_vec(),
                vec![Some(predicate)],
                Arc::clone(partial_aggregate.input()),
                partial_aggregate.input_schema(),
            )
            .unwrap(),
        )
    });

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_eq!(result.candidate_count(), 1);
    assert_eq!(result.selected_count(), 1, "outcomes={:?}", result.report.outcomes());
    assert_eq!(result.not_selected_count(), 0, "outcomes={:?}", result.report.outcomes());
    let aggregate_exprs = native_aggregate_exprs(result.selected_plan());
    assert_eq!(aggregate_exprs.len(), 1);
    assert!(
        matches!(
            aggregate_exprs[0].filter.as_ref(),
            Some(Expr::Column(column)) if column.name() == "__algeon_native_aggregate_filter_0"
        ),
        "partial-side filter should be retained on the native aggregate"
    );

    fs::remove_dir_all(dir).unwrap();
}

async fn distributed_final_aggregate_filter_expr_is_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-final-filter-mutation");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_benchmark_plan(&path, SessionConfig::new()).await;
    let plan = with_rewritten_distributed_final_aggregate_exec(plan, |final_aggregate| {
        let input_schema = final_aggregate.input().schema();
        let predicate = binary(
            col("key", &input_schema).unwrap(),
            Operator::GtEq,
            lit(ScalarValue::Int32(Some(10))),
            &input_schema,
        )
        .unwrap();
        Arc::new(
            AggregateExec::try_new(
                *final_aggregate.mode(),
                final_aggregate.group_expr().clone(),
                final_aggregate.aggr_expr().to_vec(),
                vec![Some(predicate)],
                Arc::clone(final_aggregate.input()),
                final_aggregate.input_schema(),
            )
            .unwrap(),
        )
    });

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_distributed_aggregate_rejection(&result, CapabilityReason::NativeDistributedAggregateUnsupported);

    fs::remove_dir_all(dir).unwrap();
}

async fn distributed_aggregate_distinct_expr_is_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-distinct-mutation");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_benchmark_plan(&path, SessionConfig::new()).await;
    let plan = with_rewritten_distributed_partial_aggregate(plan, |partial_aggregate| {
        let original = &partial_aggregate.aggr_expr()[0];
        let distinct = aggregate_expr_like(original, sum_udaf(), partial_aggregate.input().schema(), true, vec![]);
        Arc::new(partial_aggregate.with_new_aggr_exprs(vec![distinct]))
    });

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_distributed_aggregate_rejection(&result, CapabilityReason::NativeDistributedAggregateUnsupported);

    fs::remove_dir_all(dir).unwrap();
}

async fn distributed_aggregate_order_by_expr_is_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-order-by-mutation");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_benchmark_plan(&path, SessionConfig::new()).await;
    let plan = with_rewritten_distributed_partial_and_final_aggregate(
        plan,
        |partial_aggregate| {
            let input_schema = partial_aggregate.input().schema();
            let order_by =
                vec![PhysicalSortExpr::new(col("key", &input_schema).unwrap(), ArrowSortOptions::new(false, false))];
            let original = &partial_aggregate.aggr_expr()[0];
            let ordered = aggregate_expr_like(original, first_value_udaf(), input_schema, false, order_by);
            Arc::new(partial_aggregate.with_new_aggr_exprs(vec![ordered]))
        },
        |final_aggregate| {
            let input_schema = final_aggregate.input().schema();
            let order_by =
                vec![PhysicalSortExpr::new(col("key", &input_schema).unwrap(), ArrowSortOptions::new(false, false))];
            let original = &final_aggregate.aggr_expr()[0];
            aggregate_expr_on_column_like(original, first_value_udaf(), input_schema, 1, false, order_by)
        },
    );

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_distributed_aggregate_rejection(&result, CapabilityReason::NativeDistributedAggregateUnsupported);

    fs::remove_dir_all(dir).unwrap();
}

async fn distributed_aggregate_without_partial_source_shape_is_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-unexpected-source");
    let path = dir.join("input.parquet");
    write_numeric_parquet_file(&path);
    let plan = sql_benchmark_plan(&path, SessionConfig::new()).await;
    let plan = with_distributed_final_input_replaced_by_scan(plan);

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_distributed_aggregate_rejection(&result, CapabilityReason::NativeDistributedAggregateUnsupported);
    assert_eq!(
        rejection_blocking_text(&result),
        "distributed aggregate where the final stage reads DataSourceExec instead of a partial stage"
    );

    fs::remove_dir_all(dir).unwrap();
}

/// A source that declares its ordering makes DataFusion stream the final
/// aggregate over sorted groups, and the partial aggregate below a `UnionExec`
/// produces one sorted run per branch. DataFusion merges the runs with a
/// `SortPreservingMergeExec` between the two stages. The merge only
/// interleaves rows, so the pair lowers as it does behind a repartition,
/// whether the aggregate computes state or only deduplicates group keys.
#[tokio::test]
async fn distributed_aggregate_over_merge_of_sorted_partitions_lowers_to_native_aggregate() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-sorted-merge");
    write_sorted_numeric_parquet_file_with_sorting_columns(&dir.join("input.parquet"));

    for (sql, aggregate_function_count) in [
        ("SELECT key FROM bench UNION SELECT key FROM bench", 0),
        (
            "SELECT a.key AS v FROM bench a JOIN bench b ON a.key = b.key \
             UNION SELECT b.key AS v FROM bench a JOIN bench b ON a.key = b.key",
            0,
        ),
        (
            "SELECT key, SUM(m00) AS total FROM \
             (SELECT key, m00 FROM bench UNION ALL SELECT key, m00 FROM bench) GROUP BY key",
            1,
        ),
    ] {
        let plan = sql_plan(&dir, direct_friendly_sql_session_config(), sql).await;

        let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

        assert_eq!(result.selected_count(), 1, "{sql}\noutcomes={:?}", result.report.outcomes());
        let CandidateOutcome::Selected { candidate } = &result.report.outcomes()[0] else {
            panic!("{sql}\nthe sorted-merge aggregate should lower to native");
        };
        assert!(
            candidate.shape.to_string().contains("FinalAggregateExec(SortPreservingMergeExec(PartialAggregateExec("),
            "{sql}\nshape={}",
            candidate.shape
        );
        let aggregates = native_aggregate_nodes(result.selected_plan());
        assert_eq!(aggregates.len(), 1, "{sql}");
        assert_eq!(aggregates[0].spec.aggr_exprs.len(), aggregate_function_count, "{sql}");
    }

    fs::remove_dir_all(dir).unwrap();
}

/// A merge with a fetch drops rows; the final aggregate would then read fewer
/// rows than its partial stage produced. The pair stays rejected and the
/// blocker names the merge. The plan is already one partition, and the union
/// below the partial stage keeps its branches as separate partitions. The
/// remedy is therefore the `unsupported_operator_gap` engine gap;
/// `set_target_partitions_one` does not apply.
#[tokio::test]
async fn distributed_aggregate_over_merge_with_fetch_is_rejected() {
    let dir = unique_temp_dir("algeon-datafusion-native-lowering-distributed-sorted-merge-fetch");
    write_sorted_numeric_parquet_file_with_sorting_columns(&dir.join("input.parquet"));
    let plan =
        sql_plan(&dir, direct_friendly_sql_session_config(), "SELECT key FROM bench UNION SELECT key FROM bench").await;
    let merge = Arc::clone(plan.children()[0]);
    assert!(merge.is::<SortPreservingMergeExec>(), "the final aggregate should read a merge: {merge:?}");
    let limited_merge = merge.with_fetch(Some(1)).unwrap();
    let plan = plan
        .replace_children(vec![limited_merge], ReplaceChildrenOptions::new(ChildrenPropertiesMode::Recompute))
        .unwrap();

    let result = lower_physical_plan_to_native(plan, &ParquetReadStrategyConfig::default()).unwrap();

    assert_distributed_aggregate_rejection(&result, CapabilityReason::NativeDistributedAggregateUnsupported);
    assert_eq!(
        rejection_blocking_text(&result),
        "distributed aggregate where the final stage reads SortPreservingMergeExec instead of a partial stage"
    );
    assert_eq!(rejected_candidate_remedy(&result).code, "unsupported_operator_gap");

    fs::remove_dir_all(dir).unwrap();
}

fn rejection_blocking_text(result: &NativeLoweringResult) -> String {
    let CandidateOutcome::NotSupported { detail, .. } = &result.report.outcomes()[0] else {
        panic!("expected rejected native candidate");
    };
    let blocking = detail.blocking().expect("the rejection names its blocker");
    assert_eq!(blocking.kind(), "distributed_aggregate");
    blocking.text().to_string()
}