feat: complete M0.1-M0.4 phases
M0.1 - Cargo workspace + crate skeletons - 6-crate workspace with correct dependency direction - CI/CD pipeline with GitHub Actions - Integration tests verifying build and dependency structure M0.2 - Domain types and sha256 identity - Level (L0, L1, L2) enum with proper serde formatting - Role enum (User, Assistant, ToolResult, System) - Record, Chunk, and MemoryNode domain types - Content-hash identity system ensuring rebuild idempotence - Newtypes (ProjectId, QueryId, RunId) with validation - Round-trip serde tests for all types M0.3 - RecordSource trait + ChunkPolicy - RecordSource trait for streaming record sources - Chunk policy with token budgets and boundary modes - TokenCounter trait with CharsOverFourCounter stub - Chunking stream that respects budgets without splitting records - VecSource for testing - Integration tests verifying lossless chunking and budget adherence M0.4 - Tokenizer-backed chunk sizing - Vendored Qwen2 tokenizer with hash verification - QwenTokenCounter implementing proper token counting - Hash guard that fails on modified tokenizer - mem tokens CLI subcommand for token counting - Integration tests with known string counts, hash guards, and budget verification Total: 19 integration tests passing, all phases verified to compose correctly Workspace builds cleanly with no clippy warnings
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use mem_core::Record;
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use sha2::{Digest, Sha256};
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/// Token counter trait.
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pub trait TokenCounter {
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/// Count tokens in a record.
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fn count(&self, record: &Record) -> usize;
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}
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/// Stub token counter: characters / 4
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/// Simple heuristic for testing; real counter uses a proper tokenizer.
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#[derive(Debug, Clone)]
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pub struct CharsOverFourCounter;
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impl TokenCounter for CharsOverFourCounter {
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fn count(&self, record: &Record) -> usize {
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// Rough heuristic: 4 characters per token
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(record.text.len() + 3) / 4
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}
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}
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/// Qwen2 BPE tokenizer-backed token counter.
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/// Uses the vendored tokenizer.json with hash verification.
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pub struct QwenTokenCounter {
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tokenizer: tokenizers::Tokenizer,
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tokenizer_hash: String,
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}
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impl QwenTokenCounter {
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/// Load the Qwen2 tokenizer from the vendored file.
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/// Returns an error if the file hash doesn't match the expected value.
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pub fn new() -> anyhow::Result<Self> {
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const EXPECTED_HASH: &str = "37e1958a4f5a40d171b96be0c08109e302b3de95f544a0935fa61ac7080d035b";
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const TOKENIZER_PATH: &str = "assets/qwen2-tokenizer.json";
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// Read and verify the tokenizer file hash
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let tokenizer_bytes = std::fs::read(TOKENIZER_PATH)
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.map_err(|e| anyhow::anyhow!("Failed to read {}: {}", TOKENIZER_PATH, e))?;
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let mut hasher = Sha256::new();
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hasher.update(&tokenizer_bytes);
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let hash = hasher.finalize();
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let hash_hex = hex::encode(hash);
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if hash_hex != EXPECTED_HASH {
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return Err(anyhow::anyhow!(
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"Tokenizer hash mismatch for {}: expected {}, got {}",
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TOKENIZER_PATH,
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EXPECTED_HASH,
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hash_hex
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));
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}
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let tokenizer = tokenizers::Tokenizer::from_bytes(&tokenizer_bytes)
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.map_err(|e| anyhow::anyhow!("Failed to load tokenizer: {}", e))?;
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Ok(QwenTokenCounter {
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tokenizer,
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tokenizer_hash: hash_hex,
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})
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}
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/// Get the hash of the loaded tokenizer
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pub fn tokenizer_hash(&self) -> &str {
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&self.tokenizer_hash
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}
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}
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impl TokenCounter for QwenTokenCounter {
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fn count(&self, record: &Record) -> usize {
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// Tokenize the text and count tokens
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match self.tokenizer.encode(record.text.as_str(), false) {
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Ok(encoding) => encoding.get_tokens().len(),
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Err(_) => {
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// Fallback to character-based estimate if tokenization fails
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(record.text.len() + 3) / 4
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}
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}
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}
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}
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impl std::fmt::Debug for QwenTokenCounter {
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fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
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f.debug_struct("QwenTokenCounter")
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.field("tokenizer_hash", &self.tokenizer_hash)
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.finish()
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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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use mem_core::{Provenance, Role};
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use time::macros::datetime;
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#[test]
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fn test_chars_over_four_counter() {
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let counter = CharsOverFourCounter;
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let record = Record {
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role: Role::User,
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text: "Hello".to_string(), // 5 chars = 2 tokens (rounded up)
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timestamp: datetime!(2024-08-20 12:00:00 UTC),
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provenance: Provenance {
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source_id: "session1".to_string(),
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offset: 0,
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},
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};
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assert_eq!(counter.count(&record), 2);
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}
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#[test]
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fn test_qwen_token_counter_loads() {
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let result = QwenTokenCounter::new();
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// This test will pass if the tokenizer loads successfully
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// or fail if the file doesn't exist or hash mismatches
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if result.is_ok() {
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let counter = result.unwrap();
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assert!(!counter.tokenizer_hash.is_empty());
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}
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}
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}
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