rust-sqlite-ingestor-low-ram

You can ingest large JSONL files into SQLite under a strict memory budget by using byte-scan parsing instead of full JSON parsing, combined with mode-specific SQLite PRAGMAs to enforce a strict RSS limit during live operation.

The best way for high-throughput JSONL ingestion is using a historical mode with byte-scan parsing and tuned SQLite PRAGMAs. This avoids full JSON parsing overhead, maximizing ingestion speed for massive log files.

Yes, you can use Rust with rusqlite for low-memory SQLite ingestion. This Skill uses rusqlite alongside byte-scan parsing and memory monitoring via sysinfo and libc to enforce a strict RSS budget in live mode.

Live mode handles memory limits by enforcing a strict RSS budget using advanced parsing techniques and specific SQLite PRAGMAs. It also supports reliable historical-to-live transitions through process restarts via exec().

Yes, the ingestor supports reliable historical-to-live transitions. It uses a high-speed historical mode for bulk loading and transitions to a strict low-RAM live mode using process restarts via exec() for efficient data processing.