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How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools
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基于 SOC 职业分类
How to benchmark and analyze memory usage in Turso using the memory-benchmark crate and dhat heap profiler. Use this skill whenever the user mentions memory usage, memory profiling, allocation tracking, heap analysis, memory regression, memory benchmarking, dhat, or wants to understand where memory is being allocated during SQL workloads. Also use when investigating memory growth in WAL or MVCC mode. IMPORTANT - If you modify the perf/memory crate (add profiles, change CLI flags, change output format, etc.), update this skill document to reflect those changes so it stays accurate for future agents.
Use when working with Turso yield injection or synthetic failure injection machinery for safe resumable state-machine boundaries, including YieldInjector, FailureInjector, YieldPointMarker, inject_transition_yield!, inject_io_yield!, inject_transition_failure!, CommitYieldPoint, CheckpointYieldPoint, CursorYieldPoint, deterministic interleaving tests, abandoned statement/commit tests, and concurrent-simulator yield plans.
How to write tests, when to use each type of test, and how to run them. Contains information about conversion of `.test` to `.sqltest`, and how to write `.sqltest` and rust tests
General Correctness rules, Rust patterns, comments, avoiding over-engineering. When writing code always take these into account
Overview of Experimental MVCC feature - snapshot isolation, versioning, limitations
Change Data Capture - architecture, entrypoints, bytecode emission, sync engine integration, tests
| name | debugging |
| description | How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools |
Turso aims for SQLite compatibility. When behavior differs:
1. EXPLAIN query in sqlite3
2. EXPLAIN query in tursodb
3. Compare bytecode
├─ Different → bug in code generation
└─ Same but results differ → bug in VM or storage layer
# SQLite
sqlite3 :memory: "EXPLAIN SELECT 1 + 1;"
# Turso
cargo run --bin tursodb :memory: "EXPLAIN SELECT 1 + 1;"
cargo run --bin tursodb :memory: 'SELECT * FROM foo;'
cargo run --bin tursodb :memory: 'EXPLAIN SELECT * FROM foo;'
# Trace core during tests
RUST_LOG=none,turso_core=trace make test
# Output goes to testing/test.log
# Warning: can be megabytes per test run
Use stress tests with ThreadSanitizer:
rustup toolchain install nightly
rustup override set nightly
cargo run -Zbuild-std --target x86_64-unknown-linux-gnu \
-p turso_stress -- --vfs syscall --nr-threads 4 --nr-iterations 1000
Reproduce bugs with seed. Note: simulator uses legacy "limbo" naming.
# Simulator
RUST_LOG=limbo_sim=debug cargo run --bin limbo_sim -- -s <seed>
# Whopper (concurrent DST)
SEED=1234 ./testing/concurrent-simulator/bin/run
For WAL corruption and database integrity issues, use the corruption debug tools in scripts.
See references/CORRUPTION-TOOLS.md for detailed usage.