Skip to main content

rudb_vector/
string.rs

1//! The string representation.
2//!
3//! `spec/07-execution.md` section 7.1: a string is a 16 byte structure, 4 bytes of length, 4 bytes
4//! of prefix, and 8 bytes that are either the rest of a short string or a way to find a long one.
5//! Strings of 12 bytes or fewer live entirely inside the structure. The prefix means most
6//! comparisons and most equality tests answer without dereferencing anything, which on the string
7//! heavy queries in ClickBench is the difference between a cache hit and a cache miss per row.
8//!
9//! **Where this differs from the specification, and why.** The document says the last 8 bytes are
10//! a pointer, which is what DuckDB and Umbra do. Here they are a block index and an offset, which
11//! is what Arrow's `StringView` does. The sizes are identical, the prefix trick is identical, and
12//! the prefix trick is the part that makes it fast. The difference is one predictable load against
13//! one pointer chase on the slow path only, and in exchange the whole representation is safe code
14//! with no pinning machinery, which does not exist until the buffer manager arrives at M2. This is
15//! the kind of decision that gets remeasured rather than argued about, and it is tracked as an
16//! issue so that M3 measures it instead of inheriting it.
17
18use std::collections::HashMap;
19
20use rudb_common::{Error, Result};
21
22use crate::buffer::Buffer;
23
24/// The longest string that fits entirely inside a view.
25pub const INLINE_LIMIT: usize = 12;
26
27/// A 16 byte handle on a string.
28///
29/// The layout is a `u32` length and 12 bytes of payload. For a string of 12 bytes or fewer the
30/// payload is the string, zero padded. For a longer one the first 4 bytes are the prefix and the
31/// last 8 are the offset into the column's arena.
32///
33/// Arrow spends 4 of those 8 bytes on a buffer index and 4 on an offset within the buffer, because
34/// an Arrow array is a list of buffers. This column is one arena, so there is no buffer to name and
35/// the whole 8 bytes are the offset, which reads as one load rather than two and takes the reachable
36/// size of a column from 4 GiB to more than anything will ever put in one.
37///
38/// A view on its own cannot produce a long string, only a short one. That is deliberate: the arena
39/// lives in the [`StringColumn`] and the borrow checker is what stops a view from outliving it,
40/// rather than a rule somebody has to remember.
41#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
42pub struct StringView {
43    length: u32,
44    payload: [u8; 12],
45}
46
47impl StringView {
48    /// The view on the empty string.
49    ///
50    /// What a copy loop writes for a position that resolved to nowhere, for the same reason a fixed
51    /// width copy writes a zero there. The views are a parallel array to a validity mask, so a row
52    /// that got skipped rather than filled would put every row after it at the wrong index.
53    #[must_use]
54    pub const fn empty() -> Self {
55        Self { length: 0, payload: [0; 12] }
56    }
57
58    /// A view on a string that fits inline.
59    ///
60    /// # Panics
61    ///
62    /// If the string is longer than [`INLINE_LIMIT`]. Callers that do not know the length go
63    /// through [`StringColumn::push`], which decides.
64    #[must_use]
65    pub fn inline(text: &str) -> Self {
66        assert!(text.len() <= INLINE_LIMIT, "a string of {} bytes is not inline", text.len());
67        let mut payload = [0u8; 12];
68        payload[..text.len()].copy_from_slice(text.as_bytes());
69        Self { length: text.len() as u32, payload }
70    }
71
72    /// A view on a string that lives in the arena.
73    fn indirect(text: &str, offset: u64) -> Self {
74        let mut payload = [0u8; 12];
75        payload[..4].copy_from_slice(&text.as_bytes()[..4]);
76        payload[4..].copy_from_slice(&offset.to_le_bytes());
77        Self { length: text.len() as u32, payload }
78    }
79
80    /// A view on bytes, whatever they are, wherever they turn out to live.
81    ///
82    /// The one constructor that takes bytes rather than a `&str`, and the two callers want it for
83    /// different reasons. A copy between two columns has bytes that were validated on the way into
84    /// the first one and validating again would be work for nothing. A `BLOB` has bytes that were
85    /// never text and are not going to become it. `offset` is where they are in the destination
86    /// arena and is ignored for a string short enough to sit in the view.
87    ///
88    /// It is public because the string view form of a vector is built from views a caller made, and
89    /// a scan laying chunks over a page of strings is exactly the caller that has bytes and an
90    /// offset into somebody else's arena rather than a column to push into.
91    #[must_use]
92    pub fn over(bytes: &[u8], offset: u64) -> Self {
93        let mut payload = [0u8; 12];
94        if bytes.len() <= INLINE_LIMIT {
95            payload[..bytes.len()].copy_from_slice(bytes);
96        } else {
97            payload[..4].copy_from_slice(&bytes[..4]);
98            payload[4..].copy_from_slice(&offset.to_le_bytes());
99        }
100        Self { length: bytes.len() as u32, payload }
101    }
102
103    /// The length in bytes.
104    #[must_use]
105    pub fn len(&self) -> usize {
106        self.length as usize
107    }
108
109    /// Whether the string is empty.
110    #[must_use]
111    pub fn is_empty(&self) -> bool {
112        self.length == 0
113    }
114
115    /// Whether the whole string is in the view.
116    #[must_use]
117    pub fn is_inline(&self) -> bool {
118        self.len() <= INLINE_LIMIT
119    }
120
121    /// The same string after the arena it points into was laid `by` bytes further along.
122    fn shifted(self, by: u64) -> Self {
123        if self.is_inline() {
124            return self;
125        }
126        let mut shifted = self;
127        shifted.payload[4..].copy_from_slice(&(self.offset() as u64 + by).to_le_bytes());
128        shifted
129    }
130
131    /// The first four bytes, zero padded.
132    ///
133    /// This is the whole point of the representation. Two strings with different prefixes are
134    /// different, and two strings with the same prefix are usually equal, so a filter on a string
135    /// column resolves without touching the payload on almost every row.
136    #[must_use]
137    pub fn prefix(&self) -> [u8; 4] {
138        [self.payload[0], self.payload[1], self.payload[2], self.payload[3]]
139    }
140
141    /// The bytes, when the whole string is in the view.
142    ///
143    /// A comparison wants bytes rather than a `&str`, because SQL's string order is byte order and
144    /// because [`Self::as_inline_str`] pays for a UTF-8 validation that a comparison has no use
145    /// for. On a filter against a varchar column that validation is the whole cost of the row.
146    #[must_use]
147    pub fn inline_bytes(&self) -> Option<&[u8]> {
148        if self.is_inline() { Some(&self.payload[..self.len()]) } else { None }
149    }
150
151    /// The string, when it is short enough to be in the view.
152    #[must_use]
153    pub fn as_inline_str(&self) -> Option<&str> {
154        if !self.is_inline() {
155            return None;
156        }
157        // `None` rather than a panic for a view that holds a blob, since the payload is whatever
158        // was written and only a column of text can promise that is a string.
159        std::str::from_utf8(&self.payload[..self.len()]).ok()
160    }
161
162    /// The bytes, given the arena the long strings of this column live in.
163    ///
164    /// A short string is in the view and the arena is not read at all, which is why this takes the
165    /// arena rather than requiring one that has the string in it.
166    ///
167    /// This exists because a view and the bytes it points at do not have to be held by the same
168    /// object. [`StringColumn`] owns both, and the string view form of a vector holds the views
169    /// itself and shares the arena with every other cut of the same page, so a cut of a varchar
170    /// column is the views and nothing else. Both of them resolve a row the same way, and this is
171    /// where that one way is written.
172    #[must_use]
173    pub fn bytes_in<'a>(&'a self, arena: &'a [u8]) -> Option<&'a [u8]> {
174        if let Some(inline) = self.inline_bytes() {
175            return Some(inline);
176        }
177        arena.get(self.offset()..self.offset() + self.len())
178    }
179
180    fn offset(&self) -> usize {
181        u64::from_le_bytes([
182            self.payload[4],
183            self.payload[5],
184            self.payload[6],
185            self.payload[7],
186            self.payload[8],
187            self.payload[9],
188            self.payload[10],
189            self.payload[11],
190        ]) as usize
191    }
192
193    /// Whether these two views are definitely different, answered from the view alone.
194    ///
195    /// A `false` here means the payloads have to be compared. A `true` means they do not, which on
196    /// a filter against a selective literal is almost every row.
197    #[must_use]
198    pub fn definitely_differs(&self, other: &Self) -> bool {
199        self.length != other.length || self.prefix() != other.prefix()
200    }
201}
202
203/// A column of strings: the views, and the one arena the long ones live in.
204///
205/// The arena is append only, so an offset recorded in a view stays correct for the life of the
206/// column even though the arena's address does not. That is the property a `Vec<u8>` has and a raw
207/// pointer into it does not, and it is the reason a view holds an offset.
208///
209/// This was a `Vec<Vec<u8>>` of fixed size blocks, which meant reading one long string was two
210/// dependent loads, the outer vector's element to find the block's data pointer and then the bytes.
211/// One arena makes it one, from a base the compiler can keep in a register across a row loop, and it
212/// deletes the case where a string longer than a block needed a block of its own. On server3, over a
213/// chunk of 1024 strings, comparing a column against a literal went from 14.9 nanoseconds a row to
214/// 13.2 at 40 bytes a string and from 14.2 to 12.9 at 120, gathering half the rows from 29.5 to 25.3
215/// and from 36.9 to 29.1, and building the column from 12.0 to 8.9 at 40 bytes.
216///
217/// # The one number that got worse, and what it actually is
218///
219/// Building a column whose payload passes 128 KiB, which at 1024 rows means strings averaging more
220/// than 128 bytes, went the other way: 14.6 nanoseconds a row to 41.0. That is not the copy and it
221/// is not the doubling, it is glibc. An allocation that size comes from `mmap` rather than the heap,
222/// so it is handed back to the kernel when the column is dropped and the next chunk faults every
223/// page of it in again, while sixteen KiB blocks come back off a free list already faulted. Run the
224/// same benchmark with `MALLOC_MMAP_THRESHOLD_` raised and the arena builds that column in 9.6
225/// nanoseconds a row against the blocks' 16.2, so the design is not what is slow there.
226///
227/// The fix is that a chunk's payload should come from a pool the engine owns rather than from
228/// `malloc` per chunk, which is the buffer manager at layer three and is where this belongs.
229/// [`Self::reserve_bytes`] is the part that is available now, and it recovers a quarter of it.
230///
231/// # Equality is about the strings and not about the arena
232///
233/// [`Self::over`] means two columns holding exactly the same strings can hold completely different
234/// arenas, because one of them was built by copying the strings in and the other was built over a
235/// page that already had them somewhere in it with other strings in between. Derived equality would
236/// call those two columns different, and every test in the workspace that compares two vectors would
237/// then be asserting on how a column was built rather than on what is in it. So equality is the
238/// strings, position by position, which is the only definition that survives the seam.
239#[derive(Debug, Clone, Default, Eq)]
240pub struct StringColumn {
241    views: Vec<StringView>,
242    arena: Buffer<u8>,
243}
244
245impl StringColumn {
246    /// How many bytes of memory this column is holding.
247    ///
248    /// The views and the arena. A short string lives inside its view and costs nothing beyond it,
249    /// which is the whole reason the representation exists, so a column of short strings costs
250    /// sixteen bytes a string and a column of long ones costs sixteen plus the bytes themselves.
251    #[must_use]
252    pub fn footprint(&self) -> usize {
253        self.views.capacity() * size_of::<StringView>() + self.arena.footprint()
254    }
255
256    /// An empty column.
257    #[must_use]
258    pub fn new() -> Self {
259        Self::default()
260    }
261
262    /// An empty column with room for `capacity` strings.
263    #[must_use]
264    pub fn with_capacity(capacity: usize) -> Self {
265        Self { views: Vec::with_capacity(capacity), arena: Buffer::new() }
266    }
267
268    /// A column with no strings in it yet, over an arena that already holds bytes.
269    ///
270    /// The seam `spec/engine/03-data-plane.md` section 3.5 asks for. Without it the only way in is
271    /// [`Self::push`], which copies, so a scan reading a Parquet page of strings copies every byte of
272    /// the page into an arena and the query then reads the copy. With it the page is the arena: the
273    /// scan hands the bytes over once, records where each string starts with
274    /// [`Self::push_in_place`], and nothing is copied but the views.
275    ///
276    /// It is useful today, because a reader that already has the page in a `Vec<u8>` can move it in
277    /// rather than copy out of it. It matters at layer three, when the [`Buffer`] is the pinned page
278    /// itself and the move is not even that.
279    ///
280    /// Appending with [`Self::push`] afterwards still works and still appends to the arena. That is
281    /// the case to keep away from once a real page is in here, because writing through a borrowed
282    /// buffer copies it, which is [`Buffer::to_mut`] and is the whole page.
283    #[must_use]
284    pub fn over(arena: Buffer<u8>) -> Self {
285        Self { views: Vec::new(), arena }
286    }
287
288    /// This column with its arena held as a page, so that a copy of it does not copy the bytes.
289    ///
290    /// The views are still copied, because they are a `Vec` and a run of them is what a cut of the
291    /// column is. Sixteen bytes a row rather than every byte of every string, which is the same
292    /// split the [`StringView`](crate::vector::Form::StringView) form already makes for the same
293    /// reason.
294    #[must_use]
295    pub fn into_page(self) -> Self {
296        Self { views: self.views, arena: self.arena.into_page() }
297    }
298
299    /// A column from views that already point into `arena`.
300    ///
301    /// The way back in from [`Self::into_parts`], for the caller that took a column apart to hold
302    /// the payload once and the views many times and now wants a column again. Nothing here checks
303    /// that a view points inside the arena, for the same reason [`Self::bytes`] answers `None`
304    /// rather than panicking when one does not: a view that points nowhere reads as no bytes, which
305    /// is the empty string, and that is a wrong answer rather than an unsound one.
306    #[must_use]
307    pub fn from_parts(views: Vec<StringView>, arena: Buffer<u8>) -> Self {
308        Self { views, arena }
309    }
310
311    /// The values at `at`, over this column's arena rather than over a copy of the bytes.
312    ///
313    /// What a cut, a gather and a flatten of a column whose payload is a page all want. A view says
314    /// where its bytes are, so putting the views in a different order or keeping only some of them
315    /// leaves every one of them pointing at the same bytes it pointed at before, and the answer is
316    /// the same column of strings the copying version builds. Sixteen bytes a row move and the
317    /// payload does not, which is the split [`Self::into_page`] exists to make and is what the
318    /// [`StringView`](crate::vector::Form::StringView) form of a vector already makes for itself.
319    ///
320    /// `None` when the arena is this column's own rather than a page, because then there is no
321    /// sharing to be had: cloning an owned arena copies every byte of it, including the bytes of
322    /// every value the caller did not ask for, and the copying version is both smaller and faster.
323    /// A producer that means its payload to be read many times says so with [`Self::into_page`].
324    ///
325    /// A position this column does not have comes back as the empty string, which is what the
326    /// copying version writes for a position that resolved to nowhere.
327    #[must_use]
328    pub fn viewing(&self, at: impl Iterator<Item = usize>) -> Option<Self> {
329        if !self.arena.is_shared() {
330            return None;
331        }
332        let views = at
333            .map(|index| self.views.get(index).copied().unwrap_or_else(StringView::empty))
334            .collect();
335        Some(Self { views, arena: self.arena.clone() })
336    }
337
338    /// How many strings are in the column.
339    #[must_use]
340    pub fn len(&self) -> usize {
341        self.views.len()
342    }
343
344    /// Whether the column has no strings in it.
345    #[must_use]
346    pub fn is_empty(&self) -> bool {
347        self.views.is_empty()
348    }
349
350    /// The views, for a kernel that wants to compare prefixes without reading any payload.
351    #[must_use]
352    pub fn views(&self) -> &[StringView] {
353        &self.views
354    }
355
356    /// Appends a string and returns its index.
357    pub fn push(&mut self, text: &str) -> usize {
358        let view = if text.len() <= INLINE_LIMIT {
359            StringView::inline(text)
360        } else {
361            let offset = self.arena.len() as u64;
362            self.arena.extend_from_slice(text.as_bytes());
363            StringView::indirect(text, offset)
364        };
365        self.views.push(view);
366        self.views.len() - 1
367    }
368
369    /// Appends the string at `index` of another column, and returns its index here.
370    ///
371    /// This is what a gather and a slice over a string column want, and it is worth having next to
372    /// [`Self::push`] because that one takes a `&str` and the only way to get one out of a column
373    /// is [`Self::get`], which validates UTF-8. Validating there is a waste on this path twice
374    /// over: the bytes were validated on the way into the source column, and a copy cannot make
375    /// valid bytes invalid. Reading a ClickBench partition spent eight percent of its cycles on
376    /// that second validation.
377    ///
378    /// A position past the end of the source appends the empty string, which is what the copy loop
379    /// wants for a row that resolved to nowhere.
380    pub fn push_from(&mut self, source: &Self, index: usize) -> usize {
381        self.push_bytes(source.bytes(index).unwrap_or(b""))
382    }
383
384    /// Appends every string of `source`, in order, copying its arena whole when `arenas` says
385    /// that pays.
386    ///
387    /// A scan cuts a page of strings into chunk sized columns that all hold the page as their
388    /// arena, so one cut of SF1 `lineitem`'s comments points at 210KB of a 3.75MB arena. Copying
389    /// that arena for each cut would copy it eighteen times, and copying a string at a time is what
390    /// laying the 6 million comments end to end spent 300ms on. So the arena is copied once, the
391    /// first time a cut of it arrives, and every cut of it moves its views along by where it
392    /// landed. A Parquet page also holds a four byte length before each string and the short strings
393    /// the views carry themselves, which on the comments is one byte in six that no view points
394    /// at. An arena with more than one byte in five like that is copied a string at a time instead,
395    /// so that a filtered cut of a page does not carry the rest of the page along for as long as
396    /// the result lives.
397    pub(crate) fn push_column(&mut self, source: &Self, arenas: &mut Arenas) {
398        self.views.reserve(source.views.len());
399        let key = Arenas::key(source);
400        // An arena nobody counted is still worth one copy when it is mostly read, and a column built
401        // to be laid and then dropped is entirely read, so this is the usual answer for one of those.
402        // What it does not get is a line in `placed`, because the address it would be filed under is
403        // about to go back to the allocator. See the note on [`Arenas`].
404        let (live, share) = match arenas.counted(source) {
405            Some(live) => (live, true),
406            None => (live_bytes(source), false),
407        };
408        let base = match arenas.placed.get(&key) {
409            Some(&base) => Some(base),
410            None if Arenas::mostly_read(source.arena.len(), live) => {
411                let base = self.arena.len() as u64;
412                self.arena.extend_from_slice(source.arena());
413                if share {
414                    arenas.placed.insert(key, base);
415                }
416                Some(base)
417            }
418            None => None,
419        };
420        if let Some(base) = base {
421            self.views.extend(source.views.iter().map(|view| view.shifted(base)));
422            return;
423        }
424        self.arena.reserve(live_bytes(source));
425        for index in 0..source.len() {
426            self.push_from(source, index);
427        }
428    }
429
430    /// Appends bytes that are not required to be text, and returns their index.
431    ///
432    /// What a `BLOB` is stored through. The column is the same column either way, because a string
433    /// here is already a length and some bytes and text is the reading rather than the storage, so
434    /// a blob costs nothing extra and shares every kernel that works on views. What it does not
435    /// share is [`Self::get`], which answers `None` for bytes that are not a string, so a caller
436    /// holding blobs reads them with [`Self::bytes`].
437    pub fn push_bytes(&mut self, bytes: &[u8]) -> usize {
438        let offset = self.arena.len() as u64;
439        if bytes.len() > INLINE_LIMIT {
440            self.arena.extend_from_slice(bytes);
441        }
442        self.views.push(StringView::over(bytes, offset));
443        self.views.len() - 1
444    }
445
446    /// Records a string that is already in the arena, and returns its index.
447    ///
448    /// The half of the seam that does the work. [`Self::over`] puts the page in, this says where in
449    /// it a string is, and between them a column of long strings is built without the payload being
450    /// touched at all.
451    ///
452    /// A string short enough to sit inside a view is copied into the view, which is at most twelve
453    /// bytes and is what makes it readable without going near the arena at all. Everything longer
454    /// keeps its bytes where they are and the view records the offset.
455    ///
456    /// # Errors
457    ///
458    /// If the range is not inside the arena, or if the bytes are not valid UTF-8. The validation is
459    /// the one cost this seam does not remove, and it is here rather than skipped because
460    /// [`Self::get`] hands back a `&str` and a column that cannot produce one for a string it claims
461    /// to hold is a wrong answer rather than a slow one. Skipping it is not an option a DuckDB
462    /// compatible reader has either: DuckDB reads a Parquet byte array that is not UTF-8 and throws
463    /// `Invalid Input Error`, so a reader that let it through would disagree about which files are
464    /// readable at all.
465    pub fn push_in_place(&mut self, offset: usize, len: usize) -> Result<usize> {
466        let end = offset.checked_add(len).ok_or_else(|| {
467            Error::internal(format!(
468                "a string at {offset} of {len} bytes runs off the end of memory"
469            ))
470        })?;
471        let bytes = self.arena.get(offset..end).ok_or_else(|| {
472            Error::internal(format!(
473                "a string at {offset} of {len} bytes is not inside a {} byte arena",
474                self.arena.len()
475            ))
476        })?;
477        // One pass, which is what `rudb_common::utf8::valid` is for. This used to run `is_ascii`
478        // and then `str::from_utf8` over whatever the first one did not settle, and on a column of
479        // URLs that is nearly every string twice: the ASCII walk stops at the Cyrillic in the query
480        // string and the real validator then starts again from the front with its own prologue in
481        // front of it. A scan profile put the second of those at two hundred instructions a URL.
482        if !rudb_common::utf8::valid(bytes) {
483            return Err(Error::internal(format!("the bytes at {offset} are not valid UTF-8")));
484        }
485        self.views.push(StringView::over(bytes, offset as u64));
486        Ok(self.views.len() - 1)
487    }
488
489    /// The same seam for a column whose bytes were never claimed to be text.
490    ///
491    /// What a `BLOB` or a `BIT` page is read through. [`Self::push_in_place`] validates because the
492    /// caller is promising a `&str` later and a column that cannot produce one is a wrong answer.
493    /// A blob promises nothing of the sort: its whole point is that the bytes are bytes, so the
494    /// validation there is not a check that has been skipped, it is a check about a claim nobody
495    /// made. [`Self::get`] answers `None` for a row put in this way and [`Self::bytes`] answers it,
496    /// which is the same split [`Self::push_bytes`] already has.
497    ///
498    /// # Errors
499    ///
500    /// If the range is not inside the arena.
501    pub fn push_bytes_in_place(&mut self, offset: usize, len: usize) -> Result<usize> {
502        let end = offset.checked_add(len).ok_or_else(|| {
503            Error::internal(format!(
504                "a value at {offset} of {len} bytes runs off the end of memory"
505            ))
506        })?;
507        let bytes = self.arena.get(offset..end).ok_or_else(|| {
508            Error::internal(format!(
509                "a value at {offset} of {len} bytes is not inside a {} byte arena",
510                self.arena.len()
511            ))
512        })?;
513        self.views.push(StringView::over(bytes, offset as u64));
514        Ok(self.views.len() - 1)
515    }
516
517    /// The bytes the long strings live in.
518    ///
519    /// For a column over a page this is the page, including whatever of it no view points at. The
520    /// offsets in the views are offsets into exactly this, which is what makes them meaningful to a
521    /// reader that put the page here in the first place.
522    #[must_use]
523    pub fn arena(&self) -> &[u8] {
524        &self.arena
525    }
526
527    /// The views and the arena, taken out of the column rather than borrowed from it.
528    ///
529    /// What the string view form of a vector is built from. It takes `self` because the point of
530    /// that form is that the arena moves into an `Arc` and is never copied again, and a method that
531    /// borrowed would have to clone every byte of the arena to hand one over.
532    #[must_use]
533    pub fn into_parts(self) -> (Vec<StringView>, Buffer<u8>) {
534        (self.views, self.arena)
535    }
536
537    /// The bytes at `index`, or `None` past the end.
538    ///
539    /// This is what a comparison, a hash and an equality check all actually want, and it is worth
540    /// having separately from [`Self::get`] because that one validates UTF-8 and they do not need
541    /// it. Everything in a column arrived through [`Self::push`], which takes a `&str`, so the
542    /// bytes are valid either way and the validation is a scan of the payload that changes no
543    /// answer. On a varchar filter it was measured at most of the per row cost.
544    #[must_use]
545    pub fn bytes(&self, index: usize) -> Option<&[u8]> {
546        self.views.get(index)?.bytes_in(&self.arena)
547    }
548
549    /// The string at `index`, or `None` past the end.
550    #[must_use]
551    pub fn get(&self, index: usize) -> Option<&str> {
552        // Written from a `&str` into a block that is append only, so the bytes are the same bytes.
553        std::str::from_utf8(self.bytes(index)?).ok()
554    }
555
556    /// Every string in order.
557    pub fn iter(&self) -> impl Iterator<Item = &str> {
558        (0..self.len()).filter_map(|index| self.get(index))
559    }
560
561    /// Total bytes of payload held in the arena, which is what the memory accounting wants.
562    ///
563    /// For a column over a page it is the page and not the part of it any view points at, which is
564    /// the right answer for accounting, because the page is what is resident.
565    #[must_use]
566    pub fn heap_bytes(&self) -> usize {
567        self.arena.len()
568    }
569
570    /// Room for `bytes` of payload, taken in one allocation rather than as the strings arrive.
571    ///
572    /// A builder that knows the total byte count, which a scan reading a page and a gather copying a
573    /// column both do, saves the doubling entirely. Nothing is wrong without it, which is why it is
574    /// a hint and not a constructor argument.
575    ///
576    /// Not for a column built by [`Self::over`] on a page it shares, because reserving writes and a
577    /// write through a shared buffer copies the whole page out first. Such a column is not appended
578    /// to anyway: its strings are already in its arena and [`Self::push_in_place`] records where.
579    pub fn reserve_bytes(&mut self, bytes: usize) {
580        self.arena.reserve(bytes);
581    }
582
583    /// Room for `count` more strings, taken in one allocation rather than as they arrive.
584    ///
585    /// The views and not the payload, which is the half [`Self::reserve_bytes`] does not cover and
586    /// is the only half that matters to a column built by [`Self::over`], whose payload is already
587    /// there. A Parquet page of a hundred thousand strings is one and three quarter megabytes of
588    /// views, and growing that from nothing is twenty allocations and a copy of everything written
589    /// so far each time.
590    pub fn reserve_views(&mut self, count: usize) {
591        self.views.reserve(count);
592    }
593}
594
595/// The arenas a run of string columns share, for laying the columns end to end.
596///
597/// Counted over every column before any of them is laid, because whether an arena is worth
598/// copying whole depends on how much of it all the columns cut from it read, and the first cut
599/// alone reads a sliver. An arena is known by where its bytes are and how many there are.
600///
601/// An address only tells two arenas apart while both of them are alive, so the one thing this must
602/// never do is remember an address that is about to be freed. Only a counted arena is recorded:
603/// counting happens over the columns the caller is holding for the whole of the lay, and two live
604/// allocations cannot sit at the same address, so a key in `placed` always means the arena it was
605/// taken from.
606///
607/// A column built on the way past is the one that is not recorded. Flattening a dictionary, or a run
608/// of views, builds a column that is laid and then dropped before the next one is built, and the
609/// allocator is free to hand the same bytes back for it. Recording one of those meant the next
610/// column to land on the address was given a base worked out for somebody else's bytes, and its
611/// views were shifted by it without its own arena ever being copied in. What came back was strings
612/// of the right length read from the wrong place, so a group key came out as the tail of one value
613/// followed by the head of the next. That is #1413, which took TPC-H q16 at SF1 about half the time
614/// it ran.
615///
616/// Not recorded is not the same as not copied. Such a column is still laid in one copy of its arena
617/// when it is mostly read, which it always is, since a column that was just built holds exactly the
618/// bytes its views point at. Only the sharing goes, and there was never anything to share: each of
619/// those columns has an arena of its own and the next one is a different arena that happens to be at
620/// the same address. Laying them a string at a time instead is what cost 300ms on the six million
621/// SF1 `lineitem` comments, which is the whole reason the copy is here.
622#[derive(Debug, Default)]
623pub(crate) struct Arenas {
624    live: HashMap<(usize, usize), usize>,
625    placed: HashMap<(usize, usize), u64>,
626}
627
628impl Arenas {
629    /// Records the bytes `column` reads out of its arena.
630    pub(crate) fn count(&mut self, column: &StringColumn) {
631        *self.live.entry(Self::key(column)).or_default() += live_bytes(column);
632    }
633
634    /// The bytes laying every counted column takes: an arena that is mostly read is copied whole
635    /// and any other one a string at a time.
636    pub(crate) fn bytes(&self) -> usize {
637        self.live
638            .iter()
639            .map(|(&(_, len), &live)| if Self::mostly_read(len, live) { len } else { live })
640            .sum()
641    }
642
643    fn mostly_read(arena: usize, live: usize) -> bool {
644        arena <= live.saturating_add(live / 4)
645    }
646
647    fn key(column: &StringColumn) -> (usize, usize) {
648        (column.arena.as_ptr() as usize, column.arena.len())
649    }
650
651    /// The bytes of `column`'s arena read by every column counted, for an arena that was counted.
652    ///
653    /// `None` says nobody counted this arena, which is the answer that keeps its address out of
654    /// `placed`. Answering with `column`'s own live bytes instead, which is what this used to do,
655    /// made a column built on the way past look like an arena that is entirely read, so every one of
656    /// them was copied whole and recorded. See the note on the type.
657    fn counted(&self, column: &StringColumn) -> Option<usize> {
658        self.live.get(&Self::key(column)).copied()
659    }
660}
661
662/// The bytes of a column's arena its views point at, counting a byte twice if two views do.
663fn live_bytes(column: &StringColumn) -> usize {
664    column.views.iter().filter(|view| !view.is_inline()).map(StringView::len).sum()
665}
666
667/// Two columns are equal when they hold the same strings in the same order, whatever their arenas
668/// look like.
669///
670/// See the note on [`StringColumn`]. Comparing the views is not enough on its own either, because
671/// two views of the same long string at different offsets in different arenas are different views,
672/// so the comparison is length, then view by view with the payload read for the ones that are not
673/// inline. The prefix inside the view is what makes that cheap: a pair that differs in the first
674/// four bytes or in the length is settled without either arena being touched.
675impl PartialEq for StringColumn {
676    fn eq(&self, other: &Self) -> bool {
677        self.views.len() == other.views.len()
678            && (0..self.views.len()).all(|index| {
679                let mine = self.views[index];
680                let theirs = other.views[index];
681                if mine.definitely_differs(&theirs) {
682                    return false;
683                }
684                if mine.is_inline() {
685                    return mine == theirs;
686                }
687                self.bytes(index) == other.bytes(index)
688            })
689    }
690}
691
692impl<'a> Extend<&'a str> for StringColumn {
693    fn extend<T: IntoIterator<Item = &'a str>>(&mut self, iter: T) {
694        for text in iter {
695            self.push(text);
696        }
697    }
698}
699
700impl<'a> FromIterator<&'a str> for StringColumn {
701    fn from_iter<T: IntoIterator<Item = &'a str>>(iter: T) -> Self {
702        let mut column = Self::new();
703        column.extend(iter);
704        column
705    }
706}
707
708#[cfg(test)]
709mod tests {
710    use std::sync::Arc;
711
712    use super::{Arenas, INLINE_LIMIT, StringColumn, StringView};
713    use crate::buffer::Buffer;
714
715    /// The seam, used the way layer three will use it. The page arrives whole, each string is
716    /// recorded where it already is, and the arena at the end is the page byte for byte, including
717    /// the header this page has in front of the strings and the bytes between them that belong to
718    /// nothing. A column that had copied would have an arena the size of the strings instead.
719    #[test]
720    fn cuts_of_one_page_lay_the_page_once_and_a_sparse_cut_lays_its_strings() {
721        let strings =
722            ["the first string past the inline limit", "short", "a second string past the limit"];
723        let mut bytes = Vec::new();
724        let mut at = Vec::new();
725        for text in strings {
726            at.push((bytes.len(), text.len()));
727            bytes.extend_from_slice(text.as_bytes());
728        }
729        let page = Arc::new(bytes);
730        let cut = |rows: &[usize]| {
731            let mut column = StringColumn::over(Buffer::from_arc(Arc::clone(&page)));
732            for &row in rows {
733                column.push_in_place(at[row].0, at[row].1).expect("inside the page");
734            }
735            column
736        };
737        let (first, second) = (cut(&[0, 1]), cut(&[2]));
738        let mut arenas = Arenas::default();
739        arenas.count(&first);
740        arenas.count(&second);
741        assert_eq!(arenas.bytes(), page.len(), "what the lay below takes, reserved up front");
742        let mut laid = StringColumn::from_iter(["a string already there, past the limit"]);
743        let before = laid.arena().len();
744        laid.push_column(&first, &mut arenas);
745        laid.push_column(&second, &mut arenas);
746        assert_eq!(laid.arena().len(), before + page.len(), "the page is laid once");
747        let expected =
748            ["a string already there, past the limit", strings[0], strings[1], strings[2]];
749        assert_eq!(laid.iter().collect::<Vec<_>>(), expected);
750
751        let mut sparse = StringColumn::new();
752        let mut alone = Arenas::default();
753        alone.count(&second);
754        assert_eq!(alone.bytes(), strings[2].len(), "a sliver reserves only its own bytes");
755        sparse.push_column(&second, &mut alone);
756        assert_eq!(sparse.arena(), strings[2].as_bytes(), "a sliver of a page is copied alone");
757        assert_eq!(sparse.get(0), Some(strings[2]));
758    }
759
760    /// An arena nobody counted is laid a string at a time and its address is not written down.
761    ///
762    /// The address of a column that was built to be laid and then dropped says nothing about which
763    /// bytes are there once it has been, so remembering it hands the next column to land on it a
764    /// base belonging to somebody else. #1413.
765    #[test]
766    fn an_arena_that_nobody_counted_is_not_remembered_by_its_address() {
767        let text = "a string built on the way past, well over the inline limit";
768        let built = StringColumn::from_iter([text]);
769        let mut laid = StringColumn::new();
770        let mut arenas = Arenas::default();
771        laid.push_column(&built, &mut arenas);
772        assert!(arenas.placed.is_empty(), "an uncounted arena was recorded by its address");
773        assert_eq!(laid.get(0), Some(text));
774    }
775
776    /// Not being recorded does not mean being laid a string at a time.
777    ///
778    /// Two views over the same bytes is what tells the two apart: one copy of the arena lays those
779    /// bytes once and a string at a time lays them twice. The column here is one nobody counted, so
780    /// it is the case #1413 made suspicious, and it still gets its one copy.
781    #[test]
782    fn an_arena_that_nobody_counted_is_still_laid_in_one_copy() {
783        let text = "a string two views point at, well over the inline limit";
784        let page = Arc::new(text.as_bytes().to_vec());
785        let mut twice = StringColumn::over(Buffer::from_arc(Arc::clone(&page)));
786        twice.push_in_place(0, text.len()).expect("inside the page");
787        twice.push_in_place(0, text.len()).expect("inside the page");
788        let mut laid = StringColumn::new();
789        let mut arenas = Arenas::default();
790        laid.push_column(&twice, &mut arenas);
791        assert!(arenas.placed.is_empty(), "an uncounted arena was recorded by its address");
792        assert_eq!(laid.arena().len(), text.len(), "the arena was laid once and not once a view");
793        assert_eq!(laid.get(0), Some(text));
794        assert_eq!(laid.get(1), Some(text));
795    }
796
797    /// And an arena that was counted still is, so the lay of a page is still one copy of the page.
798    ///
799    /// The other half of the rule above. Without this the fix for #1413 would read as though the
800    /// whole point of [`Arenas`] had been switched off.
801    #[test]
802    fn an_arena_that_was_counted_is_still_copied_whole() {
803        let text = "a string on a page the caller holds, well over the inline limit";
804        let page = StringColumn::from_iter([text]);
805        let mut laid = StringColumn::new();
806        let mut arenas = Arenas::default();
807        arenas.count(&page);
808        laid.push_column(&page, &mut arenas);
809        assert_eq!(arenas.placed.len(), 1, "a counted arena is copied whole and written down");
810        assert_eq!(laid.get(0), Some(text));
811    }
812
813    #[test]
814    fn a_column_over_a_page_records_the_strings_without_moving_them() {
815        let page =
816            b"HEADER..a string well past the inline limit!!a second one past the limit".to_vec();
817        let mut column = StringColumn::over(Buffer::from_vec(page.clone()));
818        assert_eq!(column.push_in_place(8, 37).expect("inside the page"), 0);
819        assert_eq!(column.push_in_place(45, 27).expect("inside the page"), 1);
820        assert_eq!(column.get(0), Some("a string well past the inline limit!!"));
821        assert_eq!(column.get(1), Some("a second one past the limit"));
822        assert_eq!(column.arena(), page.as_slice());
823        assert_eq!(column.heap_bytes(), page.len());
824        assert_eq!(column.len(), 2);
825    }
826
827    /// Copying between two columns, which is what a gather and a slice over a string column are.
828    /// A column built over a page has an arena full of bytes no view points at, and the copy has to
829    /// take the strings rather than the arena, so the destination holds the strings and nothing
830    /// else. The last case is the row that resolved to nowhere, which is an empty string here and a
831    /// null in the validity mask beside it.
832    #[test]
833    fn copying_from_another_column_takes_the_strings_and_not_the_page_they_were_in() {
834        let page = b"HEADER..a string well past the inline limit!!short".to_vec();
835        let mut source = StringColumn::over(Buffer::from_vec(page.clone()));
836        source.push_in_place(8, 37).expect("inside the page");
837        source.push_in_place(45, 5).expect("inside the page");
838
839        let mut out = StringColumn::new();
840        assert_eq!(out.push_from(&source, 1), 0);
841        assert_eq!(out.push_from(&source, 0), 1);
842        assert_eq!(out.push_from(&source, 9), 2, "a position that is not there");
843
844        assert_eq!(out.get(0), Some("short"));
845        assert_eq!(out.get(1), Some("a string well past the inline limit!!"));
846        assert_eq!(out.get(2), Some(""));
847        assert!(out.views()[0].is_inline(), "a short string stays in its view");
848        assert!(!out.views()[1].is_inline());
849        assert_eq!(out.views()[1].prefix(), *b"a st", "the prefix is the string's own");
850        assert_eq!(
851            out.arena(),
852            b"a string well past the inline limit!!",
853            "the arena is the long strings and not the page"
854        );
855    }
856
857    /// Bytes that are not text, which is what a `BLOB` holds. Both sides of the inline limit,
858    /// because a short one lives in its view and a long one lives in the arena and the byte that is
859    /// not a character has to survive either way. Reading them back as text is `None` and reading
860    /// them back as bytes is what went in.
861    #[test]
862    fn a_column_holds_bytes_that_are_not_a_string() {
863        let long = b"\xff\xfe and a good deal more than twelve bytes of it";
864        let mut column = StringColumn::new();
865        assert_eq!(column.push_bytes(b"a\xffb"), 0);
866        assert_eq!(column.push_bytes(long), 1);
867        assert_eq!(column.push_bytes(b""), 2);
868
869        assert_eq!(column.bytes(0), Some(b"a\xffb".as_slice()));
870        assert_eq!(column.bytes(1), Some(long.as_slice()));
871        assert_eq!(column.bytes(2), Some(b"".as_slice()));
872        assert_eq!(column.get(0), None, "a stray 0xff is not a character");
873        assert_eq!(column.get(1), None);
874        assert!(column.views()[0].is_inline());
875        assert!(!column.views()[1].is_inline());
876        assert_eq!(column.arena(), long, "only the long one needed the arena");
877    }
878
879    /// A copy of a copy, because the second one reads its bytes out of an arena the first one wrote
880    /// rather than out of a page, and an offset written in one and read in the other is the way
881    /// this goes wrong.
882    #[test]
883    fn copying_from_a_column_that_was_itself_copied_reads_the_same_strings() {
884        let mut first = StringColumn::new();
885        for text in ["a string well past the inline limit", "short", "another long one past it"] {
886            first.push(text);
887        }
888        let mut second = StringColumn::new();
889        for index in (0..first.len()).rev() {
890            second.push_from(&first, index);
891        }
892        let mut third = StringColumn::new();
893        for index in 0..second.len() {
894            third.push_from(&second, index);
895        }
896        assert_eq!(
897            third.iter().collect::<Vec<_>>(),
898            ["another long one past it", "short", "a string well past the inline limit"]
899        );
900    }
901
902    /// A string short enough to live inside its view is copied into the view, which is twelve bytes
903    /// and is what lets it be read without the arena. The page is still the arena and is still
904    /// untouched, so a page of short strings costs the views and nothing else.
905    #[test]
906    fn a_short_string_in_a_page_is_copied_into_its_view() {
907        let mut column = StringColumn::over(Buffer::from_vec(b"one.two".to_vec()));
908        column.push_in_place(0, 3).expect("inside the page");
909        column.push_in_place(4, 3).expect("inside the page");
910        assert!(column.views()[0].is_inline());
911        assert_eq!(column.get(0), Some("one"));
912        assert_eq!(column.get(1), Some("two"));
913        assert_eq!(column.arena(), b"one.two");
914    }
915
916    /// The two ways a caller can be wrong about a page, both of them answered before anything is
917    /// recorded rather than at the point somebody reads the string back and finds nothing there.
918    #[test]
919    fn a_range_outside_the_page_or_bytes_that_are_not_text_are_refused() {
920        let mut column = StringColumn::over(Buffer::from_vec(vec![0xff, 0xfe, 0xfd]));
921        assert!(column.push_in_place(2, 4).is_err());
922        assert!(column.push_in_place(usize::MAX, 1).is_err());
923        assert!(column.push_in_place(0, 3).is_err());
924        assert_eq!(column.len(), 0);
925
926        // The ASCII check in front of the validator answers whole words at a time, so the bad byte
927        // is put past the first word and past the inline limit as well, where a check that only
928        // looked at the head or only at the payload in the view would miss it.
929        let mut page = b"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa".to_vec();
930        page.push(0x80);
931        let len = page.len();
932        let mut column = StringColumn::over(Buffer::from_vec(page));
933        assert!(column.push_in_place(0, len).is_err());
934        assert!(column.push_in_place(0, len - 1).is_ok());
935
936        // Text that is not ASCII and is valid goes through, which is the other half of the check:
937        // the fast path decides nothing on its own, it only decides who has to look.
938        let page = "søk på nettet".as_bytes().to_vec();
939        let len = page.len();
940        let mut column = StringColumn::over(Buffer::from_vec(page));
941        column.push_in_place(0, len).expect("valid text that is not ASCII");
942        assert_eq!(column.get(0), Some("søk på nettet"));
943    }
944
945    /// What the seam does to equality. The same two strings, one column built by copying them in
946    /// and one built over a page that has them in the other order with a gap in the middle, and the
947    /// two arenas have nothing in common. Equality is the strings, so the columns are equal.
948    #[test]
949    fn the_same_strings_over_different_arenas_are_the_same_column() {
950        let copied: StringColumn =
951            ["the first string past the limit", "the second string past the limit"]
952                .into_iter()
953                .collect();
954        let page =
955            b"gap!the second string past the limit....the first string past the limit".to_vec();
956        let mut over = StringColumn::over(Buffer::from_vec(page));
957        over.push_in_place(40, 31).expect("inside the page");
958        over.push_in_place(4, 32).expect("inside the page");
959        assert_ne!(copied.arena(), over.arena());
960        assert_eq!(copied, over);
961
962        let mut different: StringColumn = copied.clone();
963        different.push("a third one past the inline limit");
964        assert_ne!(copied, different);
965    }
966
967    #[test]
968    fn a_view_is_sixteen_bytes_and_stays_sixteen_bytes() {
969        // The number the whole design is built around. A vector of 1024 strings is 16 KiB of
970        // views, which is the budget spec/07-execution.md section 7.1 spends on purpose.
971        assert_eq!(size_of::<StringView>(), 16);
972        assert_eq!(align_of::<StringView>(), 4);
973    }
974
975    #[test]
976    fn twelve_bytes_is_inline_and_thirteen_is_not() {
977        let mut column = StringColumn::new();
978        column.push("123456789012");
979        column.push("1234567890123");
980        assert!(column.views()[0].is_inline());
981        assert!(!column.views()[1].is_inline());
982        assert_eq!(column.get(0), Some("123456789012"));
983        assert_eq!(column.get(1), Some("1234567890123"));
984        assert_eq!(INLINE_LIMIT, 12);
985    }
986
987    #[test]
988    fn a_prefix_answers_the_comparison_without_reading_the_payload() {
989        let mut column = StringColumn::new();
990        column.push("https://example.com/a");
991        column.push("https://example.com/b");
992        column.push("mailto:someone@example.com");
993        let views = column.views();
994        // Same prefix, same length: the payloads have to be read. This is the case the prefix
995        // cannot help with, and on a URL column it is the common case, which is why the
996        // dictionary work at M3 matters more than this does.
997        assert!(!views[0].definitely_differs(&views[1]));
998        // Different prefix: answered from the view.
999        assert!(views[0].definitely_differs(&views[2]));
1000    }
1001
1002    /// A string of any size goes in whole, with the short ones on either side of it still reading
1003    /// back. The old layout had a size at which a string stopped fitting a block and got one of its
1004    /// own, and one arena has no such size, so the case worth keeping is the one that used to be
1005    /// special rather than the branch that used to handle it.
1006    #[test]
1007    fn a_string_far_larger_than_any_block_would_have_been_goes_in_whole() {
1008        let long = "x".repeat(40 * 1024);
1009        let mut column = StringColumn::new();
1010        column.push("short");
1011        column.push(&long);
1012        column.push("also short");
1013        assert_eq!(column.get(1), Some(long.as_str()));
1014        assert_eq!(column.get(2), Some("also short"));
1015        assert_eq!(column.heap_bytes(), long.len());
1016    }
1017
1018    /// The property the whole arena rests on. Two thousand strings is tens of reallocations, and
1019    /// every one of them moves the bytes to a new address while the offsets recorded in the views
1020    /// before it stay exactly as they were. A view holding a pointer would be reading freed memory
1021    /// by the end of this test.
1022    #[test]
1023    fn the_arena_moving_underneath_does_not_move_what_the_views_point_at() {
1024        let mut column = StringColumn::new();
1025        let strings: Vec<String> =
1026            (0..2000).map(|i| format!("value number {i} padded out")).collect();
1027        for text in &strings {
1028            column.push(text);
1029        }
1030        for (index, text) in strings.iter().enumerate() {
1031            assert_eq!(column.get(index), Some(text.as_str()), "at {index}");
1032        }
1033        assert_eq!(column.len(), 2000);
1034        assert_eq!(column.iter().count(), 2000);
1035    }
1036
1037    #[test]
1038    fn reserving_bytes_changes_nothing_but_where_the_allocation_happens() {
1039        let mut column = StringColumn::with_capacity(3);
1040        column.reserve_bytes(128);
1041        for text in ["a string past the limit", "another one past it", "short"] {
1042            column.push(text);
1043        }
1044        assert_eq!(column.get(0), Some("a string past the limit"));
1045        assert_eq!(column.get(1), Some("another one past it"));
1046        assert_eq!(column.get(2), Some("short"));
1047        assert_eq!(column.heap_bytes(), 42);
1048    }
1049
1050    #[test]
1051    fn the_empty_string_is_inline_and_reads_back_empty() {
1052        let mut column = StringColumn::new();
1053        column.push("");
1054        assert_eq!(column.get(0), Some(""));
1055        assert!(column.views()[0].is_empty());
1056        assert_eq!(column.heap_bytes(), 0);
1057    }
1058
1059    #[test]
1060    fn multibyte_text_survives_the_inline_boundary() {
1061        // The boundary is bytes and not characters, so a four byte emoji is what decides whether
1062        // a three character string is inline.
1063        let mut column = StringColumn::new();
1064        column.push("héllo wörld");
1065        column.push("🦀🦀🦀🦀");
1066        assert_eq!(column.get(0), Some("héllo wörld"));
1067        assert_eq!(column.get(1), Some("🦀🦀🦀🦀"));
1068        assert!(!column.views()[1].is_inline());
1069    }
1070
1071    #[test]
1072    fn reading_past_the_end_is_none_rather_than_a_panic() {
1073        let column: StringColumn = ["a", "b"].into_iter().collect();
1074        assert_eq!(column.get(2), None);
1075        assert_eq!(column.len(), 2);
1076    }
1077
1078    /// The bytes and the string have to be the same string on both sides of the inline boundary
1079    /// and on multibyte text, because the comparison kernels read the bytes and everything else
1080    /// reads the string, and a disagreement between them would be a filter that matched a row the
1081    /// projection then printed differently.
1082    #[test]
1083    fn the_bytes_and_the_string_are_the_same_string() {
1084        let long = "x".repeat(9000);
1085        let words = ["", "a", "twelve bytes", "thirteen bytes", "π is two bytes", &long];
1086        let column: StringColumn = words.into_iter().collect();
1087        for (index, text) in words.iter().enumerate() {
1088            assert_eq!(column.bytes(index), Some(text.as_bytes()), "at {index}");
1089            assert_eq!(column.get(index), Some(*text), "at {index}");
1090        }
1091        assert_eq!(column.bytes(words.len()), None);
1092    }
1093}