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
use std::{
collections::{BTreeMap, VecDeque},
fmt::{Debug, Formatter},
marker::PhantomData,
ops::Range,
sync::{
Arc,
mpsc::{Receiver, Sender, channel},
},
};
use feldera_storage::{error::StorageError, fbuf::FBuf};
use crate::{
dynamic::DataTrait,
storage::{
buffer_cache::BufferCache,
file::{
Factories,
format::NodeType,
reader::{
ColumnSpec, DataBlock, Error, IndexBlock, Reader, TreeBlock, TreeNode, decompress,
},
},
},
};
struct BulkRead {
node: TreeNode,
level: usize,
}
struct BulkReadResults {
reads: Vec<BulkRead>,
results: Vec<Result<Arc<FBuf>, StorageError>>,
}
/// Reads all of the data in a column in a [Reader].
///
/// `BulkRows` provides non-blocking access to all of the data in a [Reader]
/// column. It does all of the I/O asynchronously with heavy readahead.
pub struct BulkRows<'a, K, A, N, T>
where
K: DataTrait + ?Sized,
A: DataTrait + ?Sized,
{
/// The underlying [Reader].
reader: &'a Reader<T>,
/// Cache for reading data and index blocks.
cache: Arc<BufferCache>,
/// Factories for constructing keys and aux data.
factories: Factories<K, A>,
/// The column we're reading.
column: usize,
/// The row number in the column that we're currently reading.
row: u64,
/// The number of rows in our column.
n_rows: u64,
/// Receives asynchronous read results.
receiver: Receiver<BulkReadResults>,
/// For cloning and passing to asynchronous read callback handler.
sender: Sender<BulkReadResults>,
/// Number of data blocks that are scheduled for reading but not yet read.
data_pending: usize,
/// If nonempty, then:
///
/// - `data_blocks[0]` contains `row`.
///
/// - `data_blocks[1..]` sequentially follow, without gaps in row numbering.
data_blocks: VecDeque<Arc<DataBlock<K, A>>>,
/// First row in the next block to be added to `data_blocks`. If
/// `data_blocks` is nonempty, then this is
/// `data_blocks.last().unwrap().first_row`.
next_data: u64,
/// Data blocks that have been received out of order (that is, for each of
/// them, their first row is greater than `next_data`). They will be moved
/// to `blocks` when `next_data` catches up to their starting row.
out_of_order_data: BTreeMap<u64, Arc<DataBlock<K, A>>>,
/// Tracks reading of index blocks. `indexes[0]` is the root level,
/// `indexes[1]` the level below that, and so on.
indexes: Vec<IndexLevel<K>>,
/// Phantom data.
_phantom: PhantomData<fn(N)>,
}
impl<'a, K, A, N, T> Debug for BulkRows<'a, K, A, N, T>
where
K: DataTrait + ?Sized,
A: DataTrait + ?Sized,
T: ColumnSpec,
{
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
write!(
f,
"BulkRows {{ row: {}, n_rows: {}, n_readable: {} }}",
self.row,
self.n_rows,
self.n_readable()
)
}
}
impl<'a, K, A, NK, NA, NN, T> BulkRows<'a, K, A, (&'static NK, &'static NA, NN), T>
where
K: DataTrait + ?Sized,
A: DataTrait + ?Sized,
NK: DataTrait + ?Sized,
NA: DataTrait + ?Sized,
T: ColumnSpec,
{
/// Returns a [BulkRows] for the next column.
pub fn next_column<'b>(&'b self) -> Result<BulkRows<'a, NK, NA, NN, T>, Error> {
BulkRows::new(self.reader, self.column + 1)
}
}
impl<'a, K, A, N, T> BulkRows<'a, K, A, N, T>
where
K: DataTrait + ?Sized,
A: DataTrait + ?Sized,
T: ColumnSpec,
{
pub(super) fn new(reader: &'a Reader<T>, column: usize) -> Result<Self, Error> {
let (sender, receiver) = channel();
let mut this = Self {
reader,
cache: reader.file.cache(),
factories: reader.columns[column].factories.factories(),
column,
row: 0,
sender,
receiver,
n_rows: reader.columns[column].n_rows,
indexes: Vec::new(),
data_blocks: VecDeque::new(),
next_data: 0,
out_of_order_data: BTreeMap::new(),
data_pending: 0,
_phantom: PhantomData,
};
if let Some(node) = &reader.columns[column].root {
let reads = this.start_block_read(node, 0)?.into_iter().collect();
this.work_(reads)?;
}
Ok(this)
}
fn start_index_read(
&mut self,
node: &TreeNode,
level: usize,
) -> Result<Option<BulkRead>, Error> {
if level >= self.indexes.len() {
self.indexes.push(IndexLevel::new());
}
self.indexes[level].pending += 1;
if let Some(cache_entry) = self
.cache
.get(&*self.reader.file.file_handle, node.location)
{
self.indexes[level].received(IndexBlock::from_cache_entry(cache_entry, node.location)?);
Ok(None)
} else {
Ok(Some(BulkRead {
node: node.clone(),
level,
}))
}
}
fn start_data_read(&mut self, node: &TreeNode) -> Result<Option<BulkRead>, Error> {
self.data_pending += 1;
if let Some(cache_entry) = self
.cache
.get(&*self.reader.file.file_handle, node.location)
{
self.received_data(DataBlock::from_cache_entry(cache_entry, node.location)?);
Ok(None)
} else {
Ok(Some(BulkRead {
node: node.clone(),
level: 0,
}))
}
}
fn start_block_read(
&mut self,
node: &TreeNode,
level: usize,
) -> Result<Option<BulkRead>, Error> {
match node.node_type {
NodeType::Data => self.start_data_read(node),
NodeType::Index => self.start_index_read(node, level),
}
}
fn process_read_results(&mut self, read_results: BulkReadResults) -> Result<(), Error> {
for (BulkRead { node, level }, result) in read_results
.reads
.into_iter()
.zip(read_results.results.into_iter())
{
let raw = decompress(self.reader.file.compression, node.location, result?)?;
let file_id = self.reader.file.file_handle.file_id();
let tree_block = TreeBlock::from_raw_with_cache(
raw,
&node,
&self.cache,
file_id,
self.reader.file.version,
)?;
match tree_block {
TreeBlock::Data(data_block) => self.received_data(data_block),
TreeBlock::Index(index_block) => self.indexes[level].received(index_block),
}
}
Ok(())
}
/// Initiates and continues background work for reading data in this column.
/// This must be called periodically to keep data flowing. It limits the
/// amount of data buffered beyond the current read point.
pub fn work(&mut self) -> Result<(), Error> {
self.work_(Vec::new())
}
fn work_(&mut self, mut reads: Vec<BulkRead>) -> Result<(), Error> {
// First, catch up on all completed reads.
while let Ok(read_results) = self.receiver.try_recv() {
self.process_read_results(read_results)?;
}
// Then schedule more reads.
let mut level = 0;
while level < self.indexes.len() {
while let Some(node) = self.indexes[level].child()? {
if self.is_level_full(node.node_type, level + 1) {
break;
}
self.indexes[level].next_child();
if let Some(read) = self.start_block_read(&node, level + 1)? {
reads.push(read);
}
}
level += 1;
}
if !reads.is_empty() {
self.reader.file.file_handle.read_async(
reads.iter().map(|read| read.node.location).collect(),
{
let sender = self.sender.clone();
Box::new(move |results| {
let _ = sender.send(BulkReadResults { reads, results });
})
},
);
}
Ok(())
}
fn is_level_full(&self, node_type: NodeType, level: usize) -> bool {
match node_type {
NodeType::Data => {
self.data_pending + self.data_blocks.len() + self.out_of_order_data.len() >= 100
}
NodeType::Index => self
.indexes
.get(level)
.is_some_and(|child| child.is_full(level)),
}
}
/// Adds `block` to the collection of data blocks.
fn received_data(&mut self, block: Arc<DataBlock<K, A>>) {
self.data_pending -= 1;
if block.first_row == self.next_data {
self.next_data = block.rows().end;
self.data_blocks.push_back(block);
while let Some(entry) = self.out_of_order_data.first_entry() {
if *entry.key() != self.next_data {
break;
}
let block = entry.remove();
self.next_data = block.rows().end;
self.data_blocks.push_back(block);
}
} else if block.first_row > self.next_data {
self.out_of_order_data.insert(block.first_row, block);
} else {
// File corruption or (more likely) a bug.
todo!()
}
}
/// Returns the number of rows that can currently be read. If this is 0,
/// the current row isn't readable.
pub fn n_readable(&self) -> usize {
self.data_blocks
.back()
.map_or(0, |last| last.rows().end - self.row) as usize
}
/// Returns true if all the data has been read, false if there is at least
/// one row yet to be read.
pub fn at_eof(&self) -> bool {
self.row >= self.n_rows
}
/// Returns true if the current row can be read, equivalent to
/// `bulk_rows.n_readable() > 0` but slightly cheaper.
pub fn is_readable(&self) -> bool {
!self.data_blocks.is_empty()
}
/// Unless we're at end-of-file, blocks until the current row can be read.
pub fn wait(&mut self) -> Result<(), Error> {
if self.at_eof() {
return Ok(());
}
while !self.is_readable() {
// Process received blocks and schedule block reads. The latter is
// particularly important on the first loop iteration, since the
// caller might have read all of the rows without ever calling
// `work` to schedule more block reads.
self.work()?;
if self.is_readable() {
break;
}
// Nothing is readable, and we're not at the end, so there must be
// pending reads. Wait until one completes, and process it.
debug_assert!(self.pending());
self.process_read_results(self.receiver.recv().unwrap())?;
}
Ok(())
}
/// Returns whether we're waiting on any block reads.
fn pending(&self) -> bool {
self.data_pending > 0 || self.indexes.iter().any(|level| level.pending > 0)
}
/// Returns the key in the current row, or `None` if we're at EOF or this
/// row isn't readable yet.
///
/// # Safety
///
/// Unsafe because `rkyv` deserialization is unsafe.
pub unsafe fn key<'b>(&self, key: &'b mut K) -> Option<&'b mut K> {
unsafe {
self.data_blocks.front().map(|block| {
block.key_for_row(&self.factories, self.row, key);
key
})
}
}
/// Returns the auxiliary data in the current row, or `None` if we're at EOF
/// or this row isn't readable yet.
///
/// # Safety
///
/// Unsafe because `rkyv` deserialization is unsafe.
pub unsafe fn aux<'b>(&self, aux: &'b mut A) -> Option<&'b mut A> {
unsafe {
self.data_blocks.front().map(|block| {
block.aux_for_row(&self.factories, self.row, aux);
aux
})
}
}
/// Returns the key and auxiliary data in the current row, or `None` if
/// we're at EOF or this row isn't readable yet.
///
/// # Safety
///
/// Unsafe because `rkyv` deserialization is unsafe.
pub unsafe fn item<'b>(&self, item: (&'b mut K, &'b mut A)) -> Option<(&'b mut K, &'b mut A)> {
unsafe {
self.data_blocks.front().map(|block| {
block.item_for_row(&self.factories, self.row, (item.0, item.1));
item
})
}
}
/// Returns the "row group', that is, the range of rows in the next column
/// that corresponds to the current row. Returns an [Error] if there is
/// data corruption, or `None` if this row isn't readable yet.
///
/// # Panic
///
/// Panics if this is the last column in the [Reader], since the last column
/// doesn't have row groups.
pub fn row_group(&self) -> Result<Option<Range<u64>>, Error> {
self.data_blocks
.front()
.map(|block| block.row_group_for_row(self.row))
.transpose()
}
/// Returns the current row number.
pub fn row(&self) -> u64 {
self.row
}
/// Returns the number of rows in this column.
pub fn n_rows(&self) -> u64 {
self.n_rows
}
/// Advances to the next row.
///
/// # Panic
///
/// May panic if the current row isn't readable, or if we're already past
/// the last row.
pub fn step(&mut self) {
debug_assert!(self.data_blocks[0].rows().contains(&self.row));
self.row += 1;
if self.row >= self.data_blocks[0].rows().end {
self.data_blocks.pop_front();
}
}
/// Advances to row `target_row`.
///
/// Returns true if the row is readable, false if further I/O is required.
///
/// # Panic
///
/// May panic if `target_row` is less than the current row or greater than
/// the number of rows.
pub fn step_to(&mut self, target_row: u64) -> bool {
debug_assert!(target_row >= self.row);
debug_assert!(target_row <= self.n_rows);
while target_row > self.row {
let Some(end) = self.data_blocks.front().map(|block| block.rows().end) else {
return false;
};
if target_row >= end {
self.row = end;
self.data_blocks.pop_front();
} else {
self.row = target_row;
}
}
true
}
}
struct IndexLevel<K>
where
K: DataTrait + ?Sized,
{
/// Number of outstanding block reads pending completion for this level.
pending: usize,
/// Sequential blocks whose children need to be loaded.
blocks: VecDeque<Arc<IndexBlock<K>>>,
index: usize,
/// First row in the next block to be added to `blocks`. If `blocks` is
/// nonempty, then this is `blocks.last().unwrap().first_row`.
next: u64,
/// Blocks that have been received out of order. They will be moved to
/// `blocks` when `next` catches up to their starting row.
out_of_order: BTreeMap<u64, Arc<IndexBlock<K>>>,
}
impl<K> IndexLevel<K>
where
K: DataTrait + ?Sized,
{
fn new() -> Self {
Self {
pending: 0,
blocks: VecDeque::new(),
index: 0,
next: 0,
out_of_order: BTreeMap::new(),
}
}
/// Adds `block` to the collection of blocks in this level.
fn received(&mut self, block: Arc<IndexBlock<K>>) {
debug_assert!(self.pending > 0);
self.pending -= 1;
if block.first_row == self.next {
self.next = block.rows().end;
self.blocks.push_back(block);
while let Some(entry) = self.out_of_order.first_entry() {
if *entry.key() != self.next {
break;
}
let block = entry.remove();
self.next = block.rows().end;
self.blocks.push_back(block);
}
} else if block.first_row > self.next {
self.out_of_order.insert(block.first_row, block);
} else {
// File corruption or (more likely) a bug.
todo!()
}
}
/// Returns the next [TreeNode] to read in the level below this one, or
/// `None` if we've exhausted this level or there are none to read yet.
/// (Use [eof](Self::eof) to distinguish the meanings of `None`.)
fn child(&self) -> Result<Option<TreeNode>, Error> {
self.blocks
.front()
.map(|block| block.get_child(self.index))
.transpose()
}
fn next_child(&mut self) {
let block = self.blocks.front().unwrap();
self.index += 1;
if self.index >= block.n_children() {
self.blocks.pop_front();
self.index = 0;
}
}
fn is_full(&self, level: usize) -> bool {
self.pending + self.blocks.len() + self.out_of_order.len() >= 1 << level
}
}