delta-arrow-reader 0.4.0

Read-only Delta Lake to Apache Arrow reader
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
//! Delta scan planning and execution metrics.

use std::{
    fmt,
    sync::{
        Arc,
        atomic::{AtomicU64, Ordering},
    },
};

use super::options::ParquetReaderBackend;

/// Immutable point-in-time metrics for one Delta scan.
#[derive(Debug, Clone, PartialEq, Eq)]
pub struct DeltaScanMetricsSnapshot {
    /// Delta snapshot version selected for the scan.
    pub snapshot_version: u64,
    /// Parquet reader backend selected for the scan.
    pub parquet_backend: ParquetReaderBackend,
    /// Final execution partitions planned for the scan, including source repartitioning.
    pub scan_partitions_planned: u64,
    /// Data files selected during planning.
    pub files_planned: u64,
    /// Add actions excluded during planning, when known.
    pub add_actions_excluded_during_planning: Option<u64>,
    /// Estimated rows in selected input files before row filtering, when known for every file.
    pub estimated_input_rows: Option<u64>,
    /// Estimated bytes in selected input files, when every file reported a size.
    pub estimated_input_bytes: Option<u64>,
    /// Scan partitions whose execution started.
    pub scan_partitions_started: u64,
    /// Scan partitions that completed normally.
    pub scan_partitions_completed: u64,
    /// Data-file tasks that started, including independently read file ranges.
    pub file_tasks_started: u64,
    /// Data-file tasks that completed normally, including independently read file ranges.
    pub file_tasks_completed: u64,
    /// Batches emitted by the scheduler before final stream operations.
    pub scheduler_batches_emitted: u64,
    /// Rows emitted by the scheduler before final stream operations.
    pub scheduler_rows_emitted: u64,
    /// Deletion-vector payloads loaded.
    pub deletion_vector_payloads_loaded: u64,
    /// Deletion-vector masks applied.
    pub deletion_vectors_applied: u64,
    /// Rows removed by deletion-vector masks.
    pub deletion_vector_rows_deleted: u64,
    /// Deletion-vector read or masking failures.
    pub deletion_vector_failures: u64,
    /// Deletion-vector coordinate operations rejected by safety checks.
    pub deletion_vector_coordinate_rejections: u64,
    /// Direct Parquet ranged GET operations, or `None` for another backend.
    pub parquet_data_file_range_get_operations: Option<u64>,
    /// Direct Parquet full GET operations, or `None` for another backend.
    pub parquet_data_file_full_get_operations: Option<u64>,
    /// Direct Parquet payload bytes received, or `None` for another backend.
    pub parquet_data_file_bytes_received: Option<u64>,
    /// Estimated bytes admitted across direct Parquet tasks, or `None` for another backend.
    pub estimated_parquet_task_bytes_admitted: Option<u64>,
}

/// Shared live metrics for one Delta scan.
#[derive(Clone)]
pub struct DeltaScanMetrics {
    inner: Arc<DeltaScanMetricsInner>,
}

impl fmt::Debug for DeltaScanMetrics {
    fn fmt(&self, formatter: &mut fmt::Formatter<'_>) -> fmt::Result {
        formatter
            .debug_struct("DeltaScanMetrics")
            .finish_non_exhaustive()
    }
}

struct DeltaScanMetricsInner {
    snapshot_version: u64,
    parquet_backend: ParquetReaderBackend,
    scan_partitions_planned: AtomicU64,
    files_planned: u64,
    add_actions_excluded_during_planning: Option<u64>,
    estimated_input_rows: Option<u64>,
    estimated_input_bytes: Option<u64>,
    scan_partitions_started: AtomicU64,
    scan_partitions_completed: AtomicU64,
    file_tasks_started: AtomicU64,
    file_tasks_completed: AtomicU64,
    scheduler_batches_emitted: AtomicU64,
    scheduler_rows_emitted: AtomicU64,
    deletion_vector_payloads_loaded: AtomicU64,
    deletion_vectors_applied: AtomicU64,
    deletion_vector_rows_deleted: AtomicU64,
    deletion_vector_failures: AtomicU64,
    deletion_vector_coordinate_rejections: AtomicU64,
    parquet_data_file_range_get_operations: AtomicU64,
    parquet_data_file_full_get_operations: AtomicU64,
    parquet_data_file_bytes_received: AtomicU64,
    estimated_parquet_task_bytes_admitted: AtomicU64,
}

#[allow(dead_code)]
pub(crate) struct DeltaScanMetricsConfig {
    pub(crate) snapshot_version: u64,
    pub(crate) parquet_backend: ParquetReaderBackend,
    pub(crate) scan_partitions_planned: usize,
    pub(crate) files_planned: usize,
    pub(crate) add_actions_excluded_during_planning: Option<u64>,
    pub(crate) estimated_input_rows: Option<u64>,
    pub(crate) estimated_input_bytes: Option<u64>,
}

impl DeltaScanMetrics {
    #[allow(dead_code)]
    pub(crate) fn new(config: DeltaScanMetricsConfig) -> Self {
        Self {
            inner: Arc::new(DeltaScanMetricsInner {
                snapshot_version: config.snapshot_version,
                parquet_backend: config.parquet_backend,
                scan_partitions_planned: AtomicU64::new(usize_to_u64_saturating(
                    config.scan_partitions_planned,
                )),
                files_planned: usize_to_u64_saturating(config.files_planned),
                add_actions_excluded_during_planning: config.add_actions_excluded_during_planning,
                estimated_input_rows: config.estimated_input_rows,
                estimated_input_bytes: config.estimated_input_bytes,
                scan_partitions_started: AtomicU64::new(0),
                scan_partitions_completed: AtomicU64::new(0),
                file_tasks_started: AtomicU64::new(0),
                file_tasks_completed: AtomicU64::new(0),
                scheduler_batches_emitted: AtomicU64::new(0),
                scheduler_rows_emitted: AtomicU64::new(0),
                deletion_vector_payloads_loaded: AtomicU64::new(0),
                deletion_vectors_applied: AtomicU64::new(0),
                deletion_vector_rows_deleted: AtomicU64::new(0),
                deletion_vector_failures: AtomicU64::new(0),
                deletion_vector_coordinate_rejections: AtomicU64::new(0),
                parquet_data_file_range_get_operations: AtomicU64::new(0),
                parquet_data_file_full_get_operations: AtomicU64::new(0),
                parquet_data_file_bytes_received: AtomicU64::new(0),
                estimated_parquet_task_bytes_admitted: AtomicU64::new(0),
            }),
        }
    }

    /// Returns an immutable point-in-time copy of all scan metrics.
    pub fn snapshot(&self) -> DeltaScanMetricsSnapshot {
        let inner = self.inner.as_ref();
        DeltaScanMetricsSnapshot {
            snapshot_version: inner.snapshot_version,
            parquet_backend: inner.parquet_backend,
            scan_partitions_planned: load(&inner.scan_partitions_planned),
            files_planned: inner.files_planned,
            add_actions_excluded_during_planning: inner.add_actions_excluded_during_planning,
            estimated_input_rows: inner.estimated_input_rows,
            estimated_input_bytes: inner.estimated_input_bytes,
            scan_partitions_started: load(&inner.scan_partitions_started),
            scan_partitions_completed: load(&inner.scan_partitions_completed),
            file_tasks_started: load(&inner.file_tasks_started),
            file_tasks_completed: load(&inner.file_tasks_completed),
            scheduler_batches_emitted: load(&inner.scheduler_batches_emitted),
            scheduler_rows_emitted: load(&inner.scheduler_rows_emitted),
            deletion_vector_payloads_loaded: load(&inner.deletion_vector_payloads_loaded),
            deletion_vectors_applied: load(&inner.deletion_vectors_applied),
            deletion_vector_rows_deleted: load(&inner.deletion_vector_rows_deleted),
            deletion_vector_failures: load(&inner.deletion_vector_failures),
            deletion_vector_coordinate_rejections: load(
                &inner.deletion_vector_coordinate_rejections,
            ),
            parquet_data_file_range_get_operations: self
                .parquet_metric(&inner.parquet_data_file_range_get_operations),
            parquet_data_file_full_get_operations: self
                .parquet_metric(&inner.parquet_data_file_full_get_operations),
            parquet_data_file_bytes_received: self
                .parquet_metric(&inner.parquet_data_file_bytes_received),
            estimated_parquet_task_bytes_admitted: self
                .parquet_metric(&inner.estimated_parquet_task_bytes_admitted),
        }
    }

    fn parquet_metric(&self, counter: &AtomicU64) -> Option<u64> {
        match self.inner.parquet_backend {
            ParquetReaderBackend::Direct => Some(load(counter)),
            ParquetReaderBackend::DeltaKernel => None,
        }
    }

    #[allow(dead_code)]
    pub(crate) fn record_scan_partitions_planned(&self, value: usize) {
        self.inner
            .scan_partitions_planned
            .store(usize_to_u64_saturating(value), Ordering::Relaxed);
    }

    #[allow(dead_code)]
    pub(crate) fn record_scan_partition_started(&self) {
        saturating_fetch_add(&self.inner.scan_partitions_started, 1);
    }

    #[allow(dead_code)]
    pub(crate) fn record_scan_partition_completed(&self) {
        saturating_fetch_add(&self.inner.scan_partitions_completed, 1);
    }

    #[allow(dead_code)]
    pub(crate) fn record_file_task_started(&self) {
        saturating_fetch_add(&self.inner.file_tasks_started, 1);
    }

    #[allow(dead_code)]
    pub(crate) fn record_file_task_completed(&self) {
        saturating_fetch_add(&self.inner.file_tasks_completed, 1);
    }

    #[allow(dead_code)]
    pub(crate) fn record_scheduler_batch_emitted(&self, rows: usize) {
        saturating_fetch_add(&self.inner.scheduler_batches_emitted, 1);
        saturating_fetch_add(
            &self.inner.scheduler_rows_emitted,
            usize_to_u64_saturating(rows),
        );
    }

    #[allow(dead_code)]
    pub(crate) fn record_deletion_vector_payload_loaded(&self) {
        saturating_fetch_add(&self.inner.deletion_vector_payloads_loaded, 1);
    }

    #[allow(dead_code)]
    pub(crate) fn record_deletion_vector_applied(&self) {
        saturating_fetch_add(&self.inner.deletion_vectors_applied, 1);
    }

    #[allow(dead_code)]
    pub(crate) fn record_deletion_vector_rows_deleted(&self, rows: usize) {
        saturating_fetch_add(
            &self.inner.deletion_vector_rows_deleted,
            usize_to_u64_saturating(rows),
        );
    }

    #[allow(dead_code)]
    pub(crate) fn record_deletion_vector_failure(&self) {
        saturating_fetch_add(&self.inner.deletion_vector_failures, 1);
    }

    #[allow(dead_code)]
    pub(crate) fn record_deletion_vector_coordinate_rejection(&self) {
        saturating_fetch_add(&self.inner.deletion_vector_coordinate_rejections, 1);
    }

    pub(crate) fn record_parquet_data_file_range_get_operation(&self) {
        saturating_fetch_add(&self.inner.parquet_data_file_range_get_operations, 1);
    }

    pub(crate) fn record_parquet_data_file_full_get_operation(&self) {
        saturating_fetch_add(&self.inner.parquet_data_file_full_get_operations, 1);
    }

    pub(crate) fn record_parquet_data_file_bytes_received(&self, bytes: usize) {
        saturating_fetch_add(
            &self.inner.parquet_data_file_bytes_received,
            usize_to_u64_saturating(bytes),
        );
    }

    pub(crate) fn record_estimated_parquet_task_bytes_admitted(&self, bytes: u64) {
        saturating_fetch_add(&self.inner.estimated_parquet_task_bytes_admitted, bytes);
    }
}

fn load(counter: &AtomicU64) -> u64 {
    counter.load(Ordering::Relaxed)
}

#[allow(dead_code)]
pub(crate) fn saturating_fetch_add(counter: &AtomicU64, value: u64) {
    let _ = counter.fetch_update(Ordering::Relaxed, Ordering::Relaxed, |current| {
        Some(current.saturating_add(value))
    });
}

fn usize_to_u64_saturating(value: usize) -> u64 {
    u64::try_from(value).unwrap_or(u64::MAX)
}

#[cfg(test)]
mod tests {
    use std::{sync::atomic::Ordering, thread};

    use super::{DeltaScanMetrics, DeltaScanMetricsConfig, saturating_fetch_add};
    use crate::ParquetReaderBackend;

    fn metrics(parquet_backend: ParquetReaderBackend) -> DeltaScanMetrics {
        DeltaScanMetrics::new(DeltaScanMetricsConfig {
            snapshot_version: 7,
            parquet_backend,
            scan_partitions_planned: 3,
            files_planned: 5,
            add_actions_excluded_during_planning: Some(2),
            estimated_input_rows: Some(99),
            estimated_input_bytes: Some(42),
        })
    }

    #[test]
    fn snapshot_has_context_zeroes_and_backend_availability() {
        let direct = metrics(ParquetReaderBackend::Direct).snapshot();
        assert_eq!(direct.snapshot_version, 7);
        assert_eq!(direct.parquet_backend, ParquetReaderBackend::Direct);
        assert_eq!(direct.scan_partitions_planned, 3);
        assert_eq!(direct.files_planned, 5);
        assert_eq!(direct.add_actions_excluded_during_planning, Some(2));
        assert_eq!(direct.estimated_input_rows, Some(99));
        assert_eq!(direct.estimated_input_bytes, Some(42));
        assert_eq!(direct.scan_partitions_started, 0);
        assert_eq!(direct.scan_partitions_completed, 0);
        assert_eq!(direct.file_tasks_started, 0);
        assert_eq!(direct.file_tasks_completed, 0);
        assert_eq!(direct.scheduler_batches_emitted, 0);
        assert_eq!(direct.scheduler_rows_emitted, 0);
        assert_eq!(direct.deletion_vector_payloads_loaded, 0);
        assert_eq!(direct.deletion_vectors_applied, 0);
        assert_eq!(direct.deletion_vector_rows_deleted, 0);
        assert_eq!(direct.deletion_vector_failures, 0);
        assert_eq!(direct.deletion_vector_coordinate_rejections, 0);
        assert_eq!(direct.parquet_data_file_range_get_operations, Some(0));
        assert_eq!(direct.parquet_data_file_full_get_operations, Some(0));
        assert_eq!(direct.parquet_data_file_bytes_received, Some(0));
        assert_eq!(direct.estimated_parquet_task_bytes_admitted, Some(0));

        let kernel = metrics(ParquetReaderBackend::DeltaKernel).snapshot();
        assert_eq!(kernel.parquet_data_file_range_get_operations, None);
        assert_eq!(kernel.parquet_data_file_full_get_operations, None);
        assert_eq!(kernel.parquet_data_file_bytes_received, None);
        assert_eq!(kernel.estimated_parquet_task_bytes_admitted, None);
    }

    #[test]
    fn debug_output_is_safe_and_redacted() {
        assert_eq!(
            format!("{:?}", metrics(ParquetReaderBackend::Direct)),
            "DeltaScanMetrics { .. }"
        );
    }

    #[test]
    fn snapshot_maps_live_counters() {
        let metrics = metrics(ParquetReaderBackend::Direct);
        metrics.record_scan_partitions_planned(16);
        let counters = [
            &metrics.inner.scan_partitions_started,
            &metrics.inner.scan_partitions_completed,
            &metrics.inner.file_tasks_started,
            &metrics.inner.file_tasks_completed,
            &metrics.inner.scheduler_batches_emitted,
            &metrics.inner.scheduler_rows_emitted,
            &metrics.inner.deletion_vector_payloads_loaded,
            &metrics.inner.deletion_vectors_applied,
            &metrics.inner.deletion_vector_rows_deleted,
            &metrics.inner.deletion_vector_failures,
            &metrics.inner.deletion_vector_coordinate_rejections,
            &metrics.inner.parquet_data_file_range_get_operations,
            &metrics.inner.parquet_data_file_full_get_operations,
            &metrics.inner.parquet_data_file_bytes_received,
            &metrics.inner.estimated_parquet_task_bytes_admitted,
        ];
        for (index, counter) in counters.into_iter().enumerate() {
            saturating_fetch_add(counter, u64::try_from(index + 1).expect("small test value"));
        }

        let snapshot = metrics.snapshot();
        assert_eq!(snapshot.scan_partitions_planned, 16);
        assert_eq!(snapshot.scan_partitions_started, 1);
        assert_eq!(snapshot.scan_partitions_completed, 2);
        assert_eq!(snapshot.file_tasks_started, 3);
        assert_eq!(snapshot.file_tasks_completed, 4);
        assert_eq!(snapshot.scheduler_batches_emitted, 5);
        assert_eq!(snapshot.scheduler_rows_emitted, 6);
        assert_eq!(snapshot.deletion_vector_payloads_loaded, 7);
        assert_eq!(snapshot.deletion_vectors_applied, 8);
        assert_eq!(snapshot.deletion_vector_rows_deleted, 9);
        assert_eq!(snapshot.deletion_vector_failures, 10);
        assert_eq!(snapshot.deletion_vector_coordinate_rejections, 11);
        assert_eq!(snapshot.parquet_data_file_range_get_operations, Some(12));
        assert_eq!(snapshot.parquet_data_file_full_get_operations, Some(13));
        assert_eq!(snapshot.parquet_data_file_bytes_received, Some(14));
        assert_eq!(snapshot.estimated_parquet_task_bytes_admitted, Some(15));
    }

    #[test]
    fn cloned_handles_saturate_under_concurrent_updates() -> Result<(), &'static str> {
        let metrics = metrics(ParquetReaderBackend::Direct);
        metrics
            .inner
            .file_tasks_started
            .store(u64::MAX - 1, Ordering::Relaxed);
        let workers = (0..4)
            .map(|_| {
                let metrics = metrics.clone();
                thread::spawn(move || {
                    saturating_fetch_add(&metrics.inner.file_tasks_started, 1);
                })
            })
            .collect::<Vec<_>>();

        for worker in workers {
            worker.join().map_err(|_| "metrics worker panicked")?;
        }

        assert_eq!(metrics.snapshot().file_tasks_started, u64::MAX);
        Ok(())
    }
}