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# Chunk reader — implementation
`obiread` exposes two distinct sequence reading paths, each optimised for a different use case.
## Two reading paths
| Path | API | Output unit | Per-record identity | Use case |
|------|-----|-------------|---------------------|----------|
| **Record path** | `read_sequence_chunks``parse_chunk` | `SeqRecord` (id + raw sequence + normalised rope) | yes | `query` — must read complete records |
| **Stream path** | `open_nuc_stream` | `NucPage` (flat normalised byte buffer) | no | `index`, `superkmer` — bulk throughput |
The record path uses `Rope`-backed chunks and is described in detail below.
The stream path (`NucStream` / `NucPage`) is described in the scatter section of [pipeline](pipeline.md).
---
## Record path: chunk reader
The chunk reader reads FASTA or FASTQ files in fixed-size blocks and yields self-contained chunks, each ending on a complete sequence record boundary. `parse_chunk` then converts each chunk into a `Vec<SeqRecord>`, where each record carries its identifier, raw sequence bytes, and a normalised rope ready for superkmer building.
This path is mandatory for `query`, where superkmers must be tracked back to their originating sequence (id, kmer offset) for output annotation.
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## Output type: Rope
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Each chunk is a `Rope` — a segmented byte sequence: a `Vec` of blocks, where each block is a `Vec<Cell<u8>>`. The consumer iterates over the blocks via a forward or backward cursor.
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`Rope::split_off(pos)` splits at an absolute byte offset in O(log n) (binary search over block-start index). If `pos` falls inside a block, that block is split in two via `Vec::split_off` — no `memcpy` in the common case.
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## SeqChunkIter
```rust
pub struct SeqChunkIter<R: Read> { /* private */ }
impl<R: Read> Iterator for SeqChunkIter<R> {
type Item = io::Result<Rope>;
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}
pub fn fasta_chunks<R: Read>(source: R) -> SeqChunkIter<R>
pub fn fastq_chunks<R: Read>(source: R) -> SeqChunkIter<R>
```
`next()` loop:
```text
1. read one block of block_size bytes → push onto Rope
2. call splitter(rope) → Option<abs_offset>
if Some(pos):
tail = rope.split_off(pos) ← O(log n), may split one block
chunk = mem::replace(&mut rope, tail)
return Some(Ok(chunk))
3. if EOF and rope non-empty: return Some(Ok(rope)) as final chunk
4. if EOF and rope empty: return None
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```
The `Splitter` function signature is `fn(&Rope) -> Option<usize>`. It returns the absolute byte offset of the start of the last complete record, or `None` if no boundary was found in the accumulated rope (need more data).
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## Boundary detection — FASTA
Backward scan with a 2-state machine. Searches (right to left) for `>` followed by `\n` or `\r` (i.e., a `>` that is preceded by a newline in forward order):
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```mermaid
stateDiagram-v2
direction LR
[*] --> Scanning
Scanning --> FoundGt : '>'
FoundGt --> Scanning : other
FoundGt --> [*] : '\\n' / '\\r' ✓
```
Returns the byte offset of the `>` that starts the last complete record. Returns `None` if only one `>` is found (cannot confirm there is a prior complete record).
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## Boundary detection — FASTQ
FASTQ records have a rigid 4-line structure (`@header`, sequence, `+`, quality). The `@` character (ASCII 64, Phred score 31) can appear legitimately in quality lines, making any forward heuristic unreliable. The backward scanner verifies the full structural context before accepting a candidate `@`.
7-state machine (states 06), scanning from **right to left**. Each time a `+` is found, its position is saved as `restart`; any state mismatch resets the scan to that position.
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```mermaid
stateDiagram-v2
direction LR
[*] --> Scanning
Scanning --> FoundPlus : '+' (save restart)
FoundPlus --> AfterNlPlus : '\\n' / '\\r'
FoundPlus --> Scanning : other → backtrack
AfterNlPlus --> AfterNlPlus : séparateur
AfterNlPlus --> InSequence : lettre / - / . / [ / ]
AfterNlPlus --> Scanning : other → backtrack
InSequence --> AfterSequence : '\\n' / '\\r'
InSequence --> InSequence : lettre / - / . / [ / ]
InSequence --> Scanning : other → backtrack
AfterSequence --> AfterSequence : '\\n' / '\\r'
AfterSequence --> InHeader : other
InHeader --> FoundAt : '@' (save cut)
InHeader --> Scanning : '\\n' / '\\r' → backtrack
InHeader --> InHeader : other
FoundAt --> [*] : '\\n' / '\\r' ✓
FoundAt --> InHeader : other
```
`restart` is updated each time a `+` is found. When any state fails its expected input, the scan jumps back to `restart` and continues from there — guaranteeing that a `@` in a quality line cannot be accepted as a record start, because the `\n+\n` structure immediately following it (going backward) will not be found.
Returns the byte offset of the `@` that starts the last complete record.