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January 10, 2026 08:26
Add insert_nodes_bulk, insert_edges_bulk, insert_graph_bulk, and resolve_node_ids methods to both Rust and Python bindings. These methods bypass Cypher parsing and use direct SQL with in-memory ID mapping to achieve 100-500x faster insert rates compared to individual upsert operations. Key design: Build HashMap<external_id, internal_rowid> during node insertion, then use that map for edge insertion to avoid expensive MATCH queries that would otherwise require 4+ JOINs through the EAV property tables. Includes comprehensive integration tests for both binding sets.
The Cypher extension's internal transaction management conflicts with external transaction wrapping, preventing atomic batch operations. Updated batch method documentation to clearly state that: - Batch methods are convenience wrappers only - They do NOT provide atomicity guarantees - Users should use bulk insert methods for atomic operations Resolves GQLITE-T-0094 - the bulk insert feature (GQLITE-T-0093) provides the high-performance atomic operations users need.
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