feat(p10-3): code-text-paragraph-v1 chunker — paragraph + line-window fallback
Blank-line paragraph segmentation (whitespace-only lines as boundaries, blank lines themselves never in any chunk's range). Paragraphs > 80 lines split into 80-line windows with 20-line overlap (stride 60), sharing the input lang and symbol=None per spec §9.3. tier2_shared exposes a new build_chunk_no_symbol helper so Chunk id/hash/token semantics stay identical with Tier 1/2. Extracts build_chunk_from_span as private core so build_chunk and build_chunk_no_symbol share mechanics without drift. 4 unit tests cover multi-paragraph shell (4 paragraphs, blank-line boundaries verified), 200-line oversize line-window split (chunks 1-80 / 61-140 / 121-200), empty file, and lang preservation when input is yaml. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
167
crates/kebab-chunk/src/code_text_paragraph_v1.rs
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167
crates/kebab-chunk/src/code_text_paragraph_v1.rs
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@@ -0,0 +1,167 @@
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//! p10-3: Tier 3 paragraph + line-window fallback chunker.
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//!
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//! Splits code/text files on blank-line paragraph boundaries. Paragraphs
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//! with more than 80 lines are further split into 80-line windows with a
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//! 20-line overlap (stride 60) — the same oversize pattern used by Tier 1/2
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//! chunkers but without AST structure, hence no symbol.
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//!
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//! Per spec §9.3: all emitted chunks carry `symbol: None`.
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use crate::tier2_shared::{build_chunk_no_symbol, policy_hash};
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use anyhow::Result;
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use kebab_core::{Block, CanonicalDocument, Chunk, ChunkPolicy, ChunkerVersion, Chunker};
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pub const VERSION_LABEL: &str = "code-text-paragraph-v1";
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/// Lines-per-window for the oversize fallback (Tier 3).
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const FALLBACK_LINES_PER_CHUNK: usize = 80;
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/// Overlap between consecutive windows.
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const FALLBACK_LINES_OVERLAP: usize = 20;
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// stride = FALLBACK_LINES_PER_CHUNK - FALLBACK_LINES_OVERLAP = 60.
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#[derive(Clone, Copy, Debug, Default)]
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pub struct CodeTextParagraphV1Chunker;
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impl Chunker for CodeTextParagraphV1Chunker {
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fn chunker_version(&self) -> ChunkerVersion {
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ChunkerVersion(VERSION_LABEL.to_string())
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}
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fn policy_hash(&self, policy: &ChunkPolicy) -> String {
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policy_hash(policy)
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}
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fn chunk(&self, doc: &CanonicalDocument, policy: &ChunkPolicy) -> Result<Vec<Chunk>> {
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// Expect a single Block::Code carrying the full source text.
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let (text, lang_str) = match doc.blocks.first() {
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Some(Block::Code(cb)) => (cb.code.as_str(), cb.lang.as_deref().unwrap_or("")),
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_ => return Ok(vec![]),
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};
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let mut chunks = Vec::new();
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for para in split_paragraphs(text) {
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push_paragraph(&mut chunks, doc, policy, ¶, lang_str)?;
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}
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tracing::debug!(
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target: "kebab-chunk",
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doc_id = %doc.doc_id,
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chunks = chunks.len(),
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"code-text-paragraph-v1 chunked",
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);
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Ok(chunks)
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}
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}
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/// A contiguous run of non-blank lines from the source text.
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struct Paragraph {
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/// Lines joined with `\n` (no trailing newline).
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text: String,
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/// 1-indexed line number of the first line in the source file.
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line_start: u32,
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/// 1-indexed line number of the last line in the source file.
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line_end: u32,
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}
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/// Split `text` into `Paragraph`s separated by blank (all-whitespace) lines.
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///
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/// Blank lines are treated as boundaries and are NOT included in any
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/// paragraph's line range. Paragraphs that would consist entirely of blank
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/// lines are skipped.
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fn split_paragraphs(text: &str) -> Vec<Paragraph> {
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let mut paragraphs = Vec::new();
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let mut current: Vec<&str> = Vec::new();
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let mut current_start: Option<u32> = None;
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for (idx, line) in text.lines().enumerate() {
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let line_no = (idx + 1) as u32;
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let is_blank = line.trim().is_empty();
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if is_blank {
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if let Some(start) = current_start.take() {
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let end = start + current.len() as u32 - 1;
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paragraphs.push(Paragraph {
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text: current.join("\n"),
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line_start: start,
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line_end: end,
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});
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current.clear();
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}
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} else {
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if current_start.is_none() {
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current_start = Some(line_no);
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}
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current.push(line);
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}
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}
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// Flush any trailing paragraph not terminated by a blank line.
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if let Some(start) = current_start {
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let end = start + current.len() as u32 - 1;
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paragraphs.push(Paragraph {
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text: current.join("\n"),
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line_start: start,
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line_end: end,
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});
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}
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paragraphs
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}
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/// Emit one or more chunks for a single paragraph.
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///
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/// Paragraphs with ≤ `FALLBACK_LINES_PER_CHUNK` lines become a single chunk.
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/// Larger paragraphs are split into overlapping windows of
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/// `FALLBACK_LINES_PER_CHUNK` lines with stride `FALLBACK_LINES_PER_CHUNK -
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/// FALLBACK_LINES_OVERLAP`. The last window may be shorter. Window starts
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/// are passed as `split_key` so `id_for_chunk` can produce distinct ids
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/// across windows.
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fn push_paragraph(
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out: &mut Vec<Chunk>,
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doc: &CanonicalDocument,
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policy: &ChunkPolicy,
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para: &Paragraph,
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lang: &str,
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) -> Result<()> {
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let n_lines = (para.line_end - para.line_start + 1) as usize;
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if n_lines <= FALLBACK_LINES_PER_CHUNK {
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// Single chunk — no split_key needed.
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out.push(build_chunk_no_symbol(
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doc,
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policy,
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¶.text,
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para.line_start,
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para.line_end,
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lang,
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VERSION_LABEL,
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None,
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));
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return Ok(());
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}
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// Oversize: line-window split with overlap.
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let stride = FALLBACK_LINES_PER_CHUNK - FALLBACK_LINES_OVERLAP;
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let lines: Vec<&str> = para.text.lines().collect();
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let mut i = 0usize;
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loop {
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let end = (i + FALLBACK_LINES_PER_CHUNK).min(lines.len());
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let window_text = lines[i..end].join("\n");
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let window_start = para.line_start + i as u32;
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let window_end = para.line_start + (end as u32) - 1;
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// Use window_start as split_key so chunk_ids are unique across windows.
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out.push(build_chunk_no_symbol(
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doc,
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policy,
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&window_text,
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window_start,
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window_end,
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lang,
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VERSION_LABEL,
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Some(window_start),
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));
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if end == lines.len() {
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break;
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}
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i += stride;
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}
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Ok(())
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}
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@@ -28,6 +28,7 @@ mod tier2_shared;
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pub mod k8s_manifest_resource_v1;
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pub mod dockerfile_file_v1;
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pub mod manifest_file_v1;
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pub mod code_text_paragraph_v1;
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pub use code_go_ast_v1::CodeGoAstV1Chunker;
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pub use code_java_ast_v1::CodeJavaAstV1Chunker;
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@@ -41,3 +42,4 @@ pub use pdf_page_v1::PdfPageV1Chunker;
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pub use k8s_manifest_resource_v1::K8sManifestResourceV1Chunker;
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pub use dockerfile_file_v1::DockerfileFileV1Chunker;
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pub use manifest_file_v1::ManifestFileV1Chunker;
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pub use code_text_paragraph_v1::CodeTextParagraphV1Chunker;
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@@ -105,7 +105,49 @@ pub(crate) fn build_chunk(
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symbol: Some(symbol.to_string()),
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lang: Some(lang.to_string()),
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};
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build_chunk_from_span(doc, chunker_version, base_policy_hash, text, span, split_key)
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}
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/// Like `build_chunk` but emits `symbol: None`. Used by Tier 3 (per spec §9.3).
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///
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/// Accepts `policy: &ChunkPolicy` and `chunker_version: &str` (string slice)
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/// so callers don't need to pre-compute the hash and version wrapper.
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/// `split_key` is `Some(window_start)` for oversize line-window splits.
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#[allow(clippy::too_many_arguments)]
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pub(crate) fn build_chunk_no_symbol(
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doc: &CanonicalDocument,
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policy: &ChunkPolicy,
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text: &str,
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line_start: u32,
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line_end: u32,
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lang: &str,
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chunker_version: &str,
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split_key: Option<u32>,
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) -> Chunk {
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let cv = ChunkerVersion(chunker_version.to_string());
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let base_policy_hash = policy_hash(policy);
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let span = SourceSpan::Code {
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line_start,
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line_end,
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symbol: None,
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lang: Some(lang.to_string()),
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};
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build_chunk_from_span(doc, &cv, &base_policy_hash, text, span, split_key)
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}
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/// Core chunk-building logic shared by `build_chunk` and `build_chunk_no_symbol`.
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///
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/// Takes a pre-built `SourceSpan` so the only difference between the two
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/// public helpers is whether `symbol` is `Some` or `None`. All id/hash/
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/// token mechanics are identical.
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fn build_chunk_from_span(
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doc: &CanonicalDocument,
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chunker_version: &ChunkerVersion,
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base_policy_hash: &str,
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text: &str,
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span: SourceSpan,
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split_key: Option<u32>,
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) -> Chunk {
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// id_hash mirrors code_rust_ast_v1's make_chunk logic:
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// split_key Some(k) => "{base_policy_hash}#L{k}"
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// split_key None => base_policy_hash
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@@ -114,7 +156,7 @@ pub(crate) fn build_chunk(
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None => base_policy_hash.to_string(),
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};
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// block_ids: Tier 2 chunkers have no per-block structure (the whole file
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// block_ids: Tier 2/3 chunkers have no per-block structure (the whole file
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// is one Block::Code), so we pass an empty slice — same as using the doc-
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// level slice without explicit block granularity.
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let block_ids: Vec<BlockId> = vec![];
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270
crates/kebab-chunk/tests/code_text_paragraph_v1.rs
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270
crates/kebab-chunk/tests/code_text_paragraph_v1.rs
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@@ -0,0 +1,270 @@
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//! Behavioural tests for `CodeTextParagraphV1Chunker`.
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//!
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//! Documents are constructed manually (no kebab-parse-code dependency) by
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//! placing raw text into a single `Block::Code`, mirroring the pattern used
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//! in `k8s_manifest_resource_v1.rs`.
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use std::path::PathBuf;
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use kebab_chunk::CodeTextParagraphV1Chunker;
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use kebab_core::{
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AssetId, Block, CanonicalDocument, ChunkPolicy, Chunker, ChunkerVersion, CodeBlock,
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CommonBlock, Lang, Metadata, ParserVersion, Provenance, SourceSpan, SourceType, TrustLevel,
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WorkspacePath, id_for_block, id_for_doc,
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};
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use time::OffsetDateTime;
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// ── helpers ──────────────────────────────────────────────────────────────────
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fn fixtures_dir() -> PathBuf {
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PathBuf::from(env!("CARGO_MANIFEST_DIR"))
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.join("tests")
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.join("fixtures")
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}
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/// Build a `CanonicalDocument` with a single `Block::Code` containing `text`
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/// and the supplied `lang` label.
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fn text_doc(lang: &str, text: &str) -> CanonicalDocument {
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let wp = WorkspacePath("scripts/sample.sh".into());
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let aid = AssetId("d".repeat(64));
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let pv = ParserVersion("code-text-paragraph-v1".into());
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let doc_id = id_for_doc(&wp, &aid, &pv);
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let line_count = text.lines().count() as u32;
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let span = SourceSpan::Code {
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line_start: 1,
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line_end: line_count.max(1),
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symbol: None,
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lang: Some(lang.into()),
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};
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let bid = id_for_block(&doc_id, "code", &[], 0, &span);
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let block = Block::Code(CodeBlock {
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common: CommonBlock {
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block_id: bid,
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heading_path: vec![],
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source_span: span,
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},
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lang: Some(lang.into()),
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code: text.to_string(),
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});
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CanonicalDocument {
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doc_id,
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source_asset_id: aid,
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workspace_path: wp,
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title: "sample.sh".into(),
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lang: Lang("und".into()),
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blocks: vec![block],
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metadata: Metadata {
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aliases: vec![],
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tags: vec![],
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created_at: OffsetDateTime::from_unix_timestamp(1_700_000_000).unwrap(),
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updated_at: OffsetDateTime::from_unix_timestamp(1_700_000_000).unwrap(),
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source_type: SourceType::Note,
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trust_level: TrustLevel::Primary,
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user_id_alias: None,
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user: Default::default(),
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repo: Some("kebab".into()),
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git_branch: Some("main".into()),
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git_commit: Some("0".repeat(40)),
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code_lang: Some(lang.into()),
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},
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provenance: Provenance { events: vec![] },
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parser_version: pv,
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schema_version: 1,
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doc_version: 1,
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last_chunker_version: None,
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last_embedding_version: None,
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}
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}
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fn policy() -> ChunkPolicy {
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ChunkPolicy {
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target_tokens: 500,
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overlap_tokens: 80,
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respect_markdown_headings: false,
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chunker_version: ChunkerVersion("code-text-paragraph-v1".into()),
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}
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}
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// ── tests ─────────────────────────────────────────────────────────────────────
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/// `sample_shell.sh` has 4 paragraphs separated by 3 blank lines:
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/// - paragraph 1: lines 1-2 (shebang + set -euo pipefail)
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/// - paragraph 2: lines 4-7 (env setup block)
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/// - paragraph 3: lines 9-11 (ingest block)
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/// - paragraph 4: lines 13-15 (report block)
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///
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/// We assert:
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/// - exactly 4 chunks (one per paragraph)
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/// - all symbols are None (Tier 3 spec §9.3)
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/// - all langs are "shell"
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/// - line ranges are strictly ascending and do NOT include the blank lines
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/// (lines 3, 8, 12 must not appear in any range)
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#[test]
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fn shell_multi_paragraph_splits_on_blank_lines() {
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let fixture_path = fixtures_dir().join("sample_shell.sh");
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let text = std::fs::read_to_string(&fixture_path)
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.unwrap_or_else(|e| panic!("cannot read fixture {}: {e}", fixture_path.display()));
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let doc = text_doc("shell", &text);
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let chunks = CodeTextParagraphV1Chunker
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.chunk(&doc, &policy())
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.expect("chunk");
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assert_eq!(
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chunks.len(),
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4,
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"expected 4 chunks (one per paragraph), got {}: {chunks:#?}",
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chunks.len()
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);
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// All symbols must be None (Tier 3 requirement).
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for (i, chunk) in chunks.iter().enumerate() {
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match &chunk.source_spans[0] {
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SourceSpan::Code { symbol, .. } => {
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assert!(
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symbol.is_none(),
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"chunk[{i}] symbol must be None for Tier 3 chunker, got {symbol:?}"
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);
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}
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other => panic!("chunk[{i}]: expected Code span, got {other:?}"),
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}
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}
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// All langs must be "shell".
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for (i, chunk) in chunks.iter().enumerate() {
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match &chunk.source_spans[0] {
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SourceSpan::Code { lang, .. } => {
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assert_eq!(
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lang.as_deref(),
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Some("shell"),
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"chunk[{i}] lang must be 'shell', got {lang:?}"
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);
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}
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other => panic!("chunk[{i}]: expected Code span, got {other:?}"),
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}
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}
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// Line ranges must be strictly ascending with no overlap,
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// and blank lines (3, 8, 12) must not be included in any range.
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let expected_ranges: &[(u32, u32)] = &[(1, 2), (4, 7), (9, 11), (13, 15)];
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let actual_ranges: Vec<(u32, u32)> = chunks
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.iter()
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.map(|c| match &c.source_spans[0] {
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SourceSpan::Code {
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line_start,
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line_end,
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..
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} => (*line_start, *line_end),
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other => panic!("expected Code span, got {other:?}"),
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})
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.collect();
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assert_eq!(
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actual_ranges, expected_ranges,
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"line ranges mismatch: got {actual_ranges:?}, expected {expected_ranges:?}"
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);
|
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}
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|
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/// `sample_long_paragraph.txt` has exactly 200 non-blank lines and no blank
|
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/// lines, so the entire file is one paragraph. 200 > 80 (FALLBACK_LINES_PER_CHUNK),
|
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/// so the oversize window split fires with stride 60:
|
||||
/// - window 1: lines 1-80
|
||||
/// - window 2: lines 61-140
|
||||
/// - window 3: lines 121-200
|
||||
///
|
||||
/// All chunk_ids must be distinct (the #L{window_start} split_key suffix).
|
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#[test]
|
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fn single_long_paragraph_line_window_split() {
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let fixture_path = fixtures_dir().join("sample_long_paragraph.txt");
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let text = std::fs::read_to_string(&fixture_path)
|
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.unwrap_or_else(|e| panic!("cannot read fixture {}: {e}", fixture_path.display()));
|
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|
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assert_eq!(
|
||||
text.lines().count(),
|
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200,
|
||||
"fixture must have exactly 200 lines"
|
||||
);
|
||||
|
||||
let doc = text_doc("shell", &text);
|
||||
let chunks = CodeTextParagraphV1Chunker
|
||||
.chunk(&doc, &policy())
|
||||
.expect("chunk");
|
||||
|
||||
assert_eq!(
|
||||
chunks.len(),
|
||||
3,
|
||||
"expected 3 window chunks for 200-line paragraph, got {}: {chunks:#?}",
|
||||
chunks.len()
|
||||
);
|
||||
|
||||
let expected_ranges: &[(u32, u32)] = &[(1, 80), (61, 140), (121, 200)];
|
||||
let actual_ranges: Vec<(u32, u32)> = chunks
|
||||
.iter()
|
||||
.map(|c| match &c.source_spans[0] {
|
||||
SourceSpan::Code {
|
||||
line_start,
|
||||
line_end,
|
||||
..
|
||||
} => (*line_start, *line_end),
|
||||
other => panic!("expected Code span, got {other:?}"),
|
||||
})
|
||||
.collect();
|
||||
|
||||
assert_eq!(
|
||||
actual_ranges, expected_ranges,
|
||||
"window ranges mismatch: got {actual_ranges:?}, expected {expected_ranges:?}"
|
||||
);
|
||||
|
||||
// All chunk_ids must be distinct (#L{window_start} suffix differentiates them).
|
||||
let ids: std::collections::HashSet<_> = chunks.iter().map(|c| c.chunk_id.clone()).collect();
|
||||
assert_eq!(
|
||||
ids.len(),
|
||||
chunks.len(),
|
||||
"oversize window chunks must have distinct chunk_ids"
|
||||
);
|
||||
}
|
||||
|
||||
/// An empty source file (no non-blank lines) must yield zero chunks.
|
||||
#[test]
|
||||
fn empty_file_emits_zero_chunks() {
|
||||
let doc = text_doc("shell", "");
|
||||
let chunks = CodeTextParagraphV1Chunker
|
||||
.chunk(&doc, &policy())
|
||||
.expect("chunk");
|
||||
|
||||
assert_eq!(
|
||||
chunks.len(),
|
||||
0,
|
||||
"empty file must yield 0 chunks, got {}: {chunks:#?}",
|
||||
chunks.len()
|
||||
);
|
||||
}
|
||||
|
||||
/// The `lang` field on each emitted chunk must match the `lang` passed to
|
||||
/// `text_doc`, regardless of content. `symbol` must be `None` (Tier 3 spec).
|
||||
#[test]
|
||||
fn lang_field_preserved_from_input_doc() {
|
||||
let doc = text_doc("yaml", "key1: value1\nkey2: value2\n");
|
||||
let chunks = CodeTextParagraphV1Chunker
|
||||
.chunk(&doc, &policy())
|
||||
.expect("chunk");
|
||||
|
||||
assert!(!chunks.is_empty(), "expected at least one chunk");
|
||||
|
||||
match &chunks[0].source_spans[0] {
|
||||
SourceSpan::Code { lang, symbol, .. } => {
|
||||
assert_eq!(
|
||||
lang.as_deref(),
|
||||
Some("yaml"),
|
||||
"lang must be 'yaml', got {lang:?}"
|
||||
);
|
||||
assert!(
|
||||
symbol.is_none(),
|
||||
"symbol must be None for Tier 3 chunker, got {symbol:?}"
|
||||
);
|
||||
}
|
||||
other => panic!("expected Code span, got {other:?}"),
|
||||
}
|
||||
}
|
||||
200
crates/kebab-chunk/tests/fixtures/sample_long_paragraph.txt
vendored
Normal file
200
crates/kebab-chunk/tests/fixtures/sample_long_paragraph.txt
vendored
Normal file
@@ -0,0 +1,200 @@
|
||||
line 001
|
||||
line 002
|
||||
line 003
|
||||
line 004
|
||||
line 005
|
||||
line 006
|
||||
line 007
|
||||
line 008
|
||||
line 009
|
||||
line 010
|
||||
line 011
|
||||
line 012
|
||||
line 013
|
||||
line 014
|
||||
line 015
|
||||
line 016
|
||||
line 017
|
||||
line 018
|
||||
line 019
|
||||
line 020
|
||||
line 021
|
||||
line 022
|
||||
line 023
|
||||
line 024
|
||||
line 025
|
||||
line 026
|
||||
line 027
|
||||
line 028
|
||||
line 029
|
||||
line 030
|
||||
line 031
|
||||
line 032
|
||||
line 033
|
||||
line 034
|
||||
line 035
|
||||
line 036
|
||||
line 037
|
||||
line 038
|
||||
line 039
|
||||
line 040
|
||||
line 041
|
||||
line 042
|
||||
line 043
|
||||
line 044
|
||||
line 045
|
||||
line 046
|
||||
line 047
|
||||
line 048
|
||||
line 049
|
||||
line 050
|
||||
line 051
|
||||
line 052
|
||||
line 053
|
||||
line 054
|
||||
line 055
|
||||
line 056
|
||||
line 057
|
||||
line 058
|
||||
line 059
|
||||
line 060
|
||||
line 061
|
||||
line 062
|
||||
line 063
|
||||
line 064
|
||||
line 065
|
||||
line 066
|
||||
line 067
|
||||
line 068
|
||||
line 069
|
||||
line 070
|
||||
line 071
|
||||
line 072
|
||||
line 073
|
||||
line 074
|
||||
line 075
|
||||
line 076
|
||||
line 077
|
||||
line 078
|
||||
line 079
|
||||
line 080
|
||||
line 081
|
||||
line 082
|
||||
line 083
|
||||
line 084
|
||||
line 085
|
||||
line 086
|
||||
line 087
|
||||
line 088
|
||||
line 089
|
||||
line 090
|
||||
line 091
|
||||
line 092
|
||||
line 093
|
||||
line 094
|
||||
line 095
|
||||
line 096
|
||||
line 097
|
||||
line 098
|
||||
line 099
|
||||
line 100
|
||||
line 101
|
||||
line 102
|
||||
line 103
|
||||
line 104
|
||||
line 105
|
||||
line 106
|
||||
line 107
|
||||
line 108
|
||||
line 109
|
||||
line 110
|
||||
line 111
|
||||
line 112
|
||||
line 113
|
||||
line 114
|
||||
line 115
|
||||
line 116
|
||||
line 117
|
||||
line 118
|
||||
line 119
|
||||
line 120
|
||||
line 121
|
||||
line 122
|
||||
line 123
|
||||
line 124
|
||||
line 125
|
||||
line 126
|
||||
line 127
|
||||
line 128
|
||||
line 129
|
||||
line 130
|
||||
line 131
|
||||
line 132
|
||||
line 133
|
||||
line 134
|
||||
line 135
|
||||
line 136
|
||||
line 137
|
||||
line 138
|
||||
line 139
|
||||
line 140
|
||||
line 141
|
||||
line 142
|
||||
line 143
|
||||
line 144
|
||||
line 145
|
||||
line 146
|
||||
line 147
|
||||
line 148
|
||||
line 149
|
||||
line 150
|
||||
line 151
|
||||
line 152
|
||||
line 153
|
||||
line 154
|
||||
line 155
|
||||
line 156
|
||||
line 157
|
||||
line 158
|
||||
line 159
|
||||
line 160
|
||||
line 161
|
||||
line 162
|
||||
line 163
|
||||
line 164
|
||||
line 165
|
||||
line 166
|
||||
line 167
|
||||
line 168
|
||||
line 169
|
||||
line 170
|
||||
line 171
|
||||
line 172
|
||||
line 173
|
||||
line 174
|
||||
line 175
|
||||
line 176
|
||||
line 177
|
||||
line 178
|
||||
line 179
|
||||
line 180
|
||||
line 181
|
||||
line 182
|
||||
line 183
|
||||
line 184
|
||||
line 185
|
||||
line 186
|
||||
line 187
|
||||
line 188
|
||||
line 189
|
||||
line 190
|
||||
line 191
|
||||
line 192
|
||||
line 193
|
||||
line 194
|
||||
line 195
|
||||
line 196
|
||||
line 197
|
||||
line 198
|
||||
line 199
|
||||
line 200
|
||||
15
crates/kebab-chunk/tests/fixtures/sample_shell.sh
vendored
Normal file
15
crates/kebab-chunk/tests/fixtures/sample_shell.sh
vendored
Normal file
@@ -0,0 +1,15 @@
|
||||
#!/usr/bin/env bash
|
||||
set -euo pipefail
|
||||
|
||||
# First paragraph: env setup
|
||||
export KEBAB_HOME="${KEBAB_HOME:-$HOME/.local/share/kebab}"
|
||||
mkdir -p "$KEBAB_HOME"
|
||||
cd "$KEBAB_HOME"
|
||||
|
||||
# Second paragraph: ingest
|
||||
echo "ingesting workspace..."
|
||||
kebab ingest --config /etc/kebab/config.toml
|
||||
|
||||
# Third paragraph: report
|
||||
echo "done"
|
||||
kebab schema --json | jq '.stats'
|
||||
Reference in New Issue
Block a user