feat: M3.8.1 phase 3 — CacheAligner + CCR Store (18 tests)
CacheAligner (180 LOC, 8 tests): - Detects dynamic patterns: timestamps, UUIDs, session IDs, temp paths, SHAs - Uses once_cell Lazy statics + Regex for pattern matching - Separates stable prefix (cache-able) from dynamic tail (varies) - Reports drift metrics (0.0-1.0 ratio of dynamic content) - Preserves identical prefixes across calls for KV cache hits CcrStore (170 LOC, 10 tests): - LRU cache with IndexMap (preserves insertion order) - SHA256 hashing for content identification - TTL-based expiry (default 1hr, configurable) - Thread-safe (Mutex-wrapped) - Supports large content (tested 100KB+) ContextOptimizer integration (2 tests): - Wired CCR store into optimizer - Stores originals when compression occurs + CCR enabled - Returns hash for retrieval hints 50 optimizer tests total: Phase 1 (17) + Phase 2 (15) + Phase 3 (18) = 50 passing
This commit is contained in:
Generated
+2
@@ -2063,7 +2063,9 @@ dependencies = [
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"anyhow",
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"anyhow",
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"futures",
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"futures",
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"hex",
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"hex",
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"indexmap",
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"magika",
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"magika",
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"once_cell",
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"ort",
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"ort",
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"regex",
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"regex",
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"serde",
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"serde",
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@@ -19,3 +19,5 @@ time = { version = "0.3", features = ["serde", "formatting", "parsing", "macros"
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magika = "1.1.0"
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magika = "1.1.0"
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ort = { version = "2.0.0-rc.12", default-features = true }
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ort = { version = "2.0.0-rc.12", default-features = true }
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regex = "1.10"
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regex = "1.10"
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once_cell = "1.19"
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indexmap = "2.0"
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@@ -20,4 +20,4 @@ pub use lesson::{
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pub use query::{Query, QuerySet, SynthesisQuery};
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pub use query::{Query, QuerySet, SynthesisQuery};
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pub use prompt::{PromptBuilder, PromptMessages};
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pub use prompt::{PromptBuilder, PromptMessages};
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pub use symptom_projection::{project_symptom, SymptomVector};
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pub use symptom_projection::{project_symptom, SymptomVector};
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pub use optimizer::{ContextOptimizer, ContextOptimizerConfig, ContentType, OptimizedChunk};
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pub use optimizer::{ContextOptimizer, ContextOptimizerConfig, ContentType, OptimizedChunk, CacheAligner, AlignedContent, CcrStore};
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@@ -0,0 +1,191 @@
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//! CacheAligner — Stabilize prompt prefix for LLM provider KV cache hits
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//!
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//! LLM providers (Anthropic, OpenAI) use prefix-based KV caching. A single
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//! changing timestamp early in the prompt invalidates the entire cache.
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//!
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//! CacheAligner detects dynamic patterns and moves them to the context tail,
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//! preserving the stable prefix for cache hits.
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use regex::Regex;
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use once_cell::sync::Lazy;
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static ISO_TIMESTAMP: Lazy<Regex> = Lazy::new(|| Regex::new(r"\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}").unwrap());
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static UUID: Lazy<Regex> = Lazy::new(|| Regex::new(r"[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}").unwrap());
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static SESSION_ID: Lazy<Regex> = Lazy::new(|| Regex::new(r"session[_-]?id[=:]\s*([a-zA-Z0-9]+)").unwrap());
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static RUN_ID: Lazy<Regex> = Lazy::new(|| Regex::new(r"run[_-]?id[=:]\s*([a-zA-Z0-9_-]+)").unwrap());
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static TEMP_PATH: Lazy<Regex> = Lazy::new(|| Regex::new(r"(/tmp|/var/tmp|C:\\Users\\[^\\]+\\AppData|~)/[^\s]+").unwrap());
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static SHA256: Lazy<Regex> = Lazy::new(|| Regex::new(r"[a-f0-9]{64}").unwrap());
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static LINE_COL: Lazy<Regex> = Lazy::new(|| Regex::new(r":\d{1,5}:\d{1,5}").unwrap());
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pub struct CacheAligner;
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#[derive(Debug, Clone)]
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pub struct AlignedContent {
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/// Stable prefix (should be cached by LLM provider)
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pub stable_prefix: String,
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/// Dynamic tail (timestamps, UUIDs, session IDs, etc.)
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pub dynamic_tail: String,
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/// How much of the prefix changed (0.0 = identical, 1.0 = completely different)
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pub drift_metric: f32,
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}
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impl CacheAligner {
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/// Stabilize prompt by moving dynamic content to tail
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pub fn align(content: &str) -> AlignedContent {
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let lines: Vec<&str> = content.lines().collect();
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let total_lines = lines.len();
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let mut static_lines = Vec::new();
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let mut dynamic_lines = Vec::new();
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for line in &lines {
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if Self::is_dynamic_line(line) {
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dynamic_lines.push(*line);
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} else {
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static_lines.push(*line);
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}
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}
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let stable_prefix = static_lines.join("\n");
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let dynamic_tail = if dynamic_lines.is_empty() {
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String::new()
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} else {
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format!("\n<!-- Dynamic context -->\n{}", dynamic_lines.join("\n"))
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};
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// Drift metric: ratio of dynamic lines
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let drift_metric = if total_lines > 0 {
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dynamic_lines.len() as f32 / total_lines as f32
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} else {
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0.0
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};
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AlignedContent {
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stable_prefix,
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dynamic_tail,
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drift_metric,
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}
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}
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/// Check if a line contains dynamic content
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fn is_dynamic_line(line: &str) -> bool {
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// Timestamps
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if ISO_TIMESTAMP.is_match(line) {
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return true;
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}
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// UUIDs
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if UUID.is_match(line) {
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return true;
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}
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// Session/run IDs
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if SESSION_ID.is_match(line) || RUN_ID.is_match(line) {
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return true;
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}
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// Temp paths
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if TEMP_PATH.is_match(line) {
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return true;
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}
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// SHA256 hashes (but not in common markers like "ccr:" prefix)
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if SHA256.is_match(line) && !line.starts_with("<!--") {
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return true;
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}
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// Line:col markers (they appear in stack traces but indicate location)
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if LINE_COL.is_match(line) && (line.contains("at ") || line.contains("in file")) {
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return true;
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}
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false
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn test_align_moves_timestamps_to_tail() {
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let content = "System prompt\nAt 2026-08-28T09:15:00Z the query was:\nQuery text";
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let aligned = CacheAligner::align(content);
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assert!(aligned.stable_prefix.contains("System prompt"));
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assert!(aligned.stable_prefix.contains("Query text"));
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assert!(aligned.dynamic_tail.contains("2026-08-28T09:15:00Z"));
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}
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#[test]
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fn test_align_moves_uuids_to_tail() {
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let content = "Request with ID 550e8400-e29b-41d4-a716-446655440000\nThen do something";
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let aligned = CacheAligner::align(content);
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assert!(!aligned.stable_prefix.contains("550e8400"));
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assert!(aligned.dynamic_tail.contains("550e8400"));
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}
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#[test]
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fn test_align_moves_session_ids_to_tail() {
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let content = "Start\nsession_id=abc123xyz\nEnd";
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let aligned = CacheAligner::align(content);
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assert!(aligned.stable_prefix.contains("Start"));
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assert!(aligned.stable_prefix.contains("End"));
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assert!(aligned.dynamic_tail.contains("session_id"));
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}
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#[test]
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fn test_align_moves_temp_paths_to_tail() {
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let content = "Error at /tmp/abc123/file.txt\nFix required";
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let aligned = CacheAligner::align(content);
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assert!(aligned.stable_prefix.contains("Fix"));
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assert!(aligned.dynamic_tail.contains("/tmp"));
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}
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#[test]
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fn test_align_preserves_code_line_col() {
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let content = "Stack trace:\n at main.rs:42:5\nIn function";
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let aligned = CacheAligner::align(content);
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// Line:col patterns in stack traces are dynamic
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assert!(aligned.dynamic_tail.contains("42:5") || aligned.stable_prefix.contains("at main.rs"));
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}
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#[test]
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fn test_align_drift_metric() {
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let static_content = "System prompt\nStatic query\nStatic context";
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let dynamic_content = format!("{}\nAt 2026-08-28T09:15:00Z\nID: 550e8400-e29b-41d4-a716-446655440000", static_content);
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let static_aligned = CacheAligner::align(static_content);
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let dynamic_aligned = CacheAligner::align(&dynamic_content);
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// Dynamic content should have higher drift
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assert!(dynamic_aligned.drift_metric > static_aligned.drift_metric);
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}
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#[test]
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fn test_align_stable_across_calls_with_same_timestamp() {
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let content1 = "Query at 2026-08-28T09:15:00Z\nAction";
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let content2 = "Query at 2026-08-28T09:15:01Z\nAction"; // Different second
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let aligned1 = CacheAligner::align(content1);
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let aligned2 = CacheAligner::align(content2);
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// Both should have identical stable prefixes (timestamp separated)
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assert_eq!(aligned1.stable_prefix, aligned2.stable_prefix);
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// But different dynamic tails
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assert_ne!(aligned1.dynamic_tail, aligned2.dynamic_tail);
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}
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#[test]
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fn test_align_no_dynamic_content() {
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let content = "Pure static prompt\nWith no timestamps\nOr identifiers";
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let aligned = CacheAligner::align(content);
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// Should be entirely in prefix
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assert_eq!(aligned.drift_metric, 0.0);
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assert!(aligned.dynamic_tail.is_empty());
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}
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}
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@@ -0,0 +1,209 @@
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//! CCR Store — Compress-Cache-Retrieve: reversible compression with retrieval
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//!
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//! When compressing, cache the full original with a SHA256 hash.
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//! If the model needs more detail, it can request the original via hash lookup.
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//! This makes compression aggressive but reversible.
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use anyhow::Result;
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use sha2::{Sha256, Digest};
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use indexmap::IndexMap;
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use std::sync::Mutex;
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use time::OffsetDateTime;
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pub struct CcrStore {
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/// LRU cache: hash → (original_content, timestamp)
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cache: Mutex<IndexMap<String, (String, OffsetDateTime)>>,
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max_entries: usize,
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ttl_secs: u64,
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}
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impl CcrStore {
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/// Create a new CCR store with default limits
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pub fn new() -> Self {
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Self::with_limits(1000, 3600) // 1000 entries, 1 hour TTL
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}
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/// Create with custom limits
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pub fn with_limits(max_entries: usize, ttl_secs: u64) -> Self {
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Self {
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cache: Mutex::new(IndexMap::new()),
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max_entries,
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ttl_secs,
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}
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}
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/// Store original content and return its hash
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pub fn store(&self, content: &str) -> Result<String> {
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let hash = self.hash_content(content);
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let mut cache = self.cache.lock().map_err(|e| anyhow::anyhow!("mutex lock failed: {}", e))?;
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// Remove oldest entry if at capacity
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if cache.len() >= self.max_entries {
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if let Some(oldest_key) = cache.keys().next().cloned() {
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cache.remove(&oldest_key);
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}
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}
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cache.insert(hash.clone(), (content.to_string(), OffsetDateTime::now_utc()));
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Ok(hash)
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}
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/// Retrieve original content by hash
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pub fn retrieve(&self, hash: &str) -> Result<Option<String>> {
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let mut cache = self.cache.lock().map_err(|e| anyhow::anyhow!("mutex lock failed: {}", e))?;
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if let Some((content, timestamp)) = cache.get(hash) {
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// Check if expired
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let duration = OffsetDateTime::now_utc() - *timestamp;
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if duration.whole_seconds() > self.ttl_secs as i64 {
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cache.remove(hash);
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return Ok(None);
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}
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// Return copy without moving (to avoid mutable borrow)
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return Ok(Some(content.clone()));
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}
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Ok(None)
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}
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/// Compute hash of content
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fn hash_content(&self, content: &str) -> String {
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let mut hasher = Sha256::new();
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hasher.update(content.as_bytes());
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format!("{:x}", hasher.finalize())
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}
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/// Get current cache size
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pub fn size(&self) -> Result<usize> {
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let cache = self.cache.lock().map_err(|e| anyhow::anyhow!("mutex lock failed: {}", e))?;
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Ok(cache.len())
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}
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/// Clear expired entries
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pub fn evict_expired(&self) -> Result<usize> {
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let mut cache = self.cache.lock().map_err(|e| anyhow::anyhow!("mutex lock failed: {}", e))?;
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let before = cache.len();
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cache.retain(|_, (_, timestamp)| {
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let duration = OffsetDateTime::now_utc() - *timestamp;
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duration.whole_seconds() <= self.ttl_secs as i64
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});
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Ok(before - cache.len())
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}
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}
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impl Default for CcrStore {
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fn default() -> Self {
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Self::new()
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn test_ccr_store_and_retrieve() {
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let store = CcrStore::new();
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let content = "Original content to store";
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let hash = store.store(content).unwrap();
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assert!(!hash.is_empty());
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assert_eq!(hash.len(), 64); // SHA256 hex
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let retrieved = store.retrieve(&hash).unwrap();
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assert_eq!(retrieved, Some(content.to_string()));
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}
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#[test]
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fn test_ccr_hash_deterministic() {
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let store = CcrStore::new();
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let content = "Deterministic content";
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let hash1 = store.store(content).unwrap();
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let hash2 = store.store(content).unwrap();
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assert_eq!(hash1, hash2);
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}
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#[test]
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fn test_ccr_different_content_different_hash() {
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let store = CcrStore::new();
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let hash1 = store.store("Content A").unwrap();
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let hash2 = store.store("Content B").unwrap();
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assert_ne!(hash1, hash2);
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}
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#[test]
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fn test_ccr_retrieve_nonexistent() {
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let store = CcrStore::new();
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let result = store.retrieve("nonexistent_hash").unwrap();
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||||||
|
assert_eq!(result, None);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ccr_lru_eviction() {
|
||||||
|
let store = CcrStore::with_limits(3, 3600);
|
||||||
|
|
||||||
|
let h1 = store.store("content1").unwrap();
|
||||||
|
let h2 = store.store("content2").unwrap();
|
||||||
|
let h3 = store.store("content3").unwrap();
|
||||||
|
|
||||||
|
// Cache at capacity
|
||||||
|
assert_eq!(store.size().unwrap(), 3);
|
||||||
|
|
||||||
|
// Add new entry should evict oldest (h1)
|
||||||
|
let _h4 = store.store("content4").unwrap();
|
||||||
|
assert_eq!(store.size().unwrap(), 3);
|
||||||
|
|
||||||
|
// h1 should be gone
|
||||||
|
assert_eq!(store.retrieve(&h1).unwrap(), None);
|
||||||
|
// h2, h3 should still exist
|
||||||
|
assert!(store.retrieve(&h2).unwrap().is_some());
|
||||||
|
assert!(store.retrieve(&h3).unwrap().is_some());
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ccr_inject_hint() {
|
||||||
|
let store = CcrStore::new();
|
||||||
|
let content = "Original error message";
|
||||||
|
|
||||||
|
let hash = store.store(content).unwrap();
|
||||||
|
let hint = format!("<!-- CCR:{} -->", hash);
|
||||||
|
|
||||||
|
assert!(hint.len() > 10);
|
||||||
|
assert!(hint.contains("CCR:"));
|
||||||
|
assert!(hint.contains(&hash));
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ccr_large_content() {
|
||||||
|
let store = CcrStore::new();
|
||||||
|
let large = "x".repeat(100_000);
|
||||||
|
|
||||||
|
let hash = store.store(&large).unwrap();
|
||||||
|
let retrieved = store.retrieve(&hash).unwrap();
|
||||||
|
|
||||||
|
assert_eq!(retrieved.unwrap().len(), 100_000);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ccr_multiple_stores_same_content() {
|
||||||
|
let store = CcrStore::new();
|
||||||
|
|
||||||
|
let h1 = store.store("shared").unwrap();
|
||||||
|
let h2 = store.store("shared").unwrap();
|
||||||
|
|
||||||
|
// Same content should produce same hash
|
||||||
|
assert_eq!(h1, h2);
|
||||||
|
|
||||||
|
// But they should have separate cache entries (LRU)
|
||||||
|
// Last one should be retrievable
|
||||||
|
assert!(store.retrieve(&h2).unwrap().is_some());
|
||||||
|
}
|
||||||
|
}
|
||||||
@@ -8,6 +8,8 @@ pub mod router;
|
|||||||
pub mod log;
|
pub mod log;
|
||||||
pub mod json;
|
pub mod json;
|
||||||
pub mod diff;
|
pub mod diff;
|
||||||
|
pub mod cache_align;
|
||||||
|
pub mod ccr;
|
||||||
|
|
||||||
use anyhow::Result;
|
use anyhow::Result;
|
||||||
use serde::{Deserialize, Serialize};
|
use serde::{Deserialize, Serialize};
|
||||||
@@ -16,6 +18,8 @@ pub use router::ContentRouter;
|
|||||||
pub use log::LogCompressor;
|
pub use log::LogCompressor;
|
||||||
pub use json::JsonCrusher;
|
pub use json::JsonCrusher;
|
||||||
pub use diff::DiffCompressor;
|
pub use diff::DiffCompressor;
|
||||||
|
pub use cache_align::{CacheAligner, AlignedContent};
|
||||||
|
pub use ccr::CcrStore;
|
||||||
|
|
||||||
#[derive(Debug, Clone, Serialize, Deserialize)]
|
#[derive(Debug, Clone, Serialize, Deserialize)]
|
||||||
pub struct OptimizedChunk {
|
pub struct OptimizedChunk {
|
||||||
@@ -84,6 +88,7 @@ pub struct ContextOptimizer {
|
|||||||
log_compressor: LogCompressor,
|
log_compressor: LogCompressor,
|
||||||
json_crusher: JsonCrusher,
|
json_crusher: JsonCrusher,
|
||||||
diff_compressor: DiffCompressor,
|
diff_compressor: DiffCompressor,
|
||||||
|
ccr_store: CcrStore,
|
||||||
config: ContextOptimizerConfig,
|
config: ContextOptimizerConfig,
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -99,16 +104,23 @@ impl ContextOptimizer {
|
|||||||
let log_compressor = LogCompressor::new();
|
let log_compressor = LogCompressor::new();
|
||||||
let json_crusher = JsonCrusher::new();
|
let json_crusher = JsonCrusher::new();
|
||||||
let diff_compressor = DiffCompressor::new();
|
let diff_compressor = DiffCompressor::new();
|
||||||
|
let ccr_store = CcrStore::new();
|
||||||
|
|
||||||
Ok(Self {
|
Ok(Self {
|
||||||
router,
|
router,
|
||||||
log_compressor,
|
log_compressor,
|
||||||
json_crusher,
|
json_crusher,
|
||||||
diff_compressor,
|
diff_compressor,
|
||||||
|
ccr_store,
|
||||||
config,
|
config,
|
||||||
})
|
})
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Get reference to CCR store for retrieval
|
||||||
|
pub fn ccr_store(&self) -> &CcrStore {
|
||||||
|
&self.ccr_store
|
||||||
|
}
|
||||||
|
|
||||||
/// Optimize a chunk of content
|
/// Optimize a chunk of content
|
||||||
pub fn optimize(&self, content: &str) -> Result<OptimizedChunk> {
|
pub fn optimize(&self, content: &str) -> Result<OptimizedChunk> {
|
||||||
if !self.config.enabled {
|
if !self.config.enabled {
|
||||||
@@ -143,12 +155,19 @@ impl ContextOptimizer {
|
|||||||
let original_tokens = estimate_tokens(content);
|
let original_tokens = estimate_tokens(content);
|
||||||
let compressed_tokens = estimate_tokens(&compressed);
|
let compressed_tokens = estimate_tokens(&compressed);
|
||||||
|
|
||||||
|
// Store original in CCR if compression happened and CCR is enabled
|
||||||
|
let ccr_hash = if self.config.ccr_enabled && compressed != content {
|
||||||
|
self.ccr_store.store(content).ok()
|
||||||
|
} else {
|
||||||
|
None
|
||||||
|
};
|
||||||
|
|
||||||
Ok(OptimizedChunk {
|
Ok(OptimizedChunk {
|
||||||
compressed,
|
compressed,
|
||||||
original_tokens,
|
original_tokens,
|
||||||
compressed_tokens,
|
compressed_tokens,
|
||||||
content_type,
|
content_type,
|
||||||
ccr_hash: None, // TODO: Implement CCR
|
ccr_hash,
|
||||||
})
|
})
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -185,4 +204,26 @@ mod tests {
|
|||||||
let chunk = optimizer.optimize("test content").unwrap();
|
let chunk = optimizer.optimize("test content").unwrap();
|
||||||
assert_eq!(chunk.compressed, "test content");
|
assert_eq!(chunk.compressed, "test content");
|
||||||
}
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_optimizer_with_ccr() {
|
||||||
|
let optimizer = ContextOptimizer::new().unwrap();
|
||||||
|
let log_content = "ERROR: failed\nWARN: ignored";
|
||||||
|
let chunk = optimizer.optimize(log_content).unwrap();
|
||||||
|
|
||||||
|
// If compression happened and CCR enabled, should have hash
|
||||||
|
if chunk.compressed != log_content {
|
||||||
|
assert!(chunk.ccr_hash.is_some());
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_optimizer_cache_align() {
|
||||||
|
let content = "System prompt\nAt 2026-08-28T09:15:00Z query was:\nContext";
|
||||||
|
let aligned = CacheAligner::align(content);
|
||||||
|
|
||||||
|
assert!(aligned.stable_prefix.contains("System"));
|
||||||
|
assert!(aligned.stable_prefix.contains("Context"));
|
||||||
|
assert!(aligned.dynamic_tail.contains("2026-08-28"));
|
||||||
|
}
|
||||||
}
|
}
|
||||||
|
|||||||
Reference in New Issue
Block a user