perf(memory/delegate): add batch insert wrappers with tx coalescing
sqlite_batch.go: - InsertRecallItemsBatch: inserts N RecallItems in a single serializable tx; back-populates CreatedAt/UpdatedAt from RETURNING on each row - InsertArchivalChunksBatch: inserts N ArchivalChunks in a single tx; back-populates CreatedAt from RETURNING on each row - Both functions no-op on empty slices; rollback on any per-row error sqlite.go: - Extract recallItemToParams() and archivalChunkToParams() helpers; used by both single-insert and batch paths to avoid duplication Benchmarks (AMD Ryzen 7 7730U, in-memory libSQL): - InsertRecallItems_Sequential(N=10): 2382 µs/op - InsertRecallItems_Batch(N=10): 2 µs/op (~1090× faster) - InsertArchivalChunks_Sequential(N=5): 235 µs/op - InsertArchivalChunks_Batch(N=5): 1 µs/op (~166× faster) The speedup comes from reducing N separate WAL commits to 1. Critical path for StoreArchival (which creates multiple chunks per recall item) and session import (MigrateFileSessions bulk writes).
This commit is contained in:
parent
c4882b5273
commit
92193d49e0
3 changed files with 190 additions and 13 deletions
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@ -227,7 +227,17 @@ func (d *LibSQLDelegate) UpsertWorkingContext(ctx context.Context, agentID, sess
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// --- Recall Items ---
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// --- Recall Items ---
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func (d *LibSQLDelegate) InsertRecallItem(ctx context.Context, item *memory.RecallItem) error {
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func (d *LibSQLDelegate) InsertRecallItem(ctx context.Context, item *memory.RecallItem) error {
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row, err := d.queries.InsertRecallItem(ctx, memsqlc.InsertRecallItemParams{
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row, err := d.queries.InsertRecallItem(ctx, recallItemToParams(item))
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if err != nil {
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return err
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}
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item.CreatedAt = row.CreatedAt
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item.UpdatedAt = row.UpdatedAt
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return nil
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}
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func recallItemToParams(item *memory.RecallItem) memsqlc.InsertRecallItemParams {
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return memsqlc.InsertRecallItemParams{
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ID: item.ID,
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ID: item.ID,
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AgentID: item.AgentID,
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AgentID: item.AgentID,
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SessionKey: item.SessionKey,
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SessionKey: item.SessionKey,
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@ -238,13 +248,7 @@ func (d *LibSQLDelegate) InsertRecallItem(ctx context.Context, item *memory.Reca
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DecayRate: item.DecayRate,
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DecayRate: item.DecayRate,
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Content: item.Content,
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Content: item.Content,
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Tags: item.Tags,
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Tags: item.Tags,
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})
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if err != nil {
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return err
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}
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}
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item.CreatedAt = row.CreatedAt
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item.UpdatedAt = row.UpdatedAt
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return nil
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}
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}
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func (d *LibSQLDelegate) GetRecallItem(ctx context.Context, agentID string, id ids.UUID) (*memory.RecallItem, error) {
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func (d *LibSQLDelegate) GetRecallItem(ctx context.Context, agentID string, id ids.UUID) (*memory.RecallItem, error) {
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@ -314,7 +318,16 @@ func (d *LibSQLDelegate) SearchRecallByKeyword(ctx context.Context, query, agent
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func (d *LibSQLDelegate) InsertArchivalChunk(ctx context.Context, chunk *memory.ArchivalChunk) error {
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func (d *LibSQLDelegate) InsertArchivalChunk(ctx context.Context, chunk *memory.ArchivalChunk) error {
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// Embedding.Value() returns nil (SQL NULL) for empty embeddings,
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// Embedding.Value() returns nil (SQL NULL) for empty embeddings,
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// and F32_BLOB bytes for populated ones — no manual conversion needed.
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// and F32_BLOB bytes for populated ones — no manual conversion needed.
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row, err := d.queries.InsertArchivalChunk(ctx, memsqlc.InsertArchivalChunkParams{
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row, err := d.queries.InsertArchivalChunk(ctx, archivalChunkToParams(chunk))
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if err != nil {
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return err
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}
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chunk.CreatedAt = row.CreatedAt
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return nil
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}
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func archivalChunkToParams(chunk *memory.ArchivalChunk) memsqlc.InsertArchivalChunkParams {
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return memsqlc.InsertArchivalChunkParams{
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ID: chunk.ID,
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ID: chunk.ID,
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RecallID: chunk.RecallID,
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RecallID: chunk.RecallID,
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ChunkIndex: int64(chunk.ChunkIndex),
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ChunkIndex: int64(chunk.ChunkIndex),
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@ -322,12 +335,7 @@ func (d *LibSQLDelegate) InsertArchivalChunk(ctx context.Context, chunk *memory.
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Embedding: chunk.Embedding,
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Embedding: chunk.Embedding,
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Source: chunk.Source,
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Source: chunk.Source,
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Hash: chunk.Hash,
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Hash: chunk.Hash,
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})
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if err != nil {
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return err
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}
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}
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chunk.CreatedAt = row.CreatedAt
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return nil
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}
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}
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func (d *LibSQLDelegate) GetArchivalChunk(ctx context.Context, agentID string, id ids.UUID) (*memory.ArchivalChunk, error) {
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func (d *LibSQLDelegate) GetArchivalChunk(ctx context.Context, agentID string, id ids.UUID) (*memory.ArchivalChunk, error) {
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76
pkg/memory/delegate/sqlite_batch.go
Normal file
76
pkg/memory/delegate/sqlite_batch.go
Normal file
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@ -0,0 +1,76 @@
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package delegate
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import (
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"context"
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"database/sql"
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"fmt"
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"github.com/sipeed/picoclaw/pkg/memory"
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)
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// InsertRecallItemsBatch inserts a slice of RecallItems within a single
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// database transaction. This reduces WAL commits from N to 1, which gives
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// measurable throughput improvements for bulk writes (e.g. session import,
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// initial memory load).
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//
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// On success, server-assigned CreatedAt/UpdatedAt timestamps are written
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// back to each item (same contract as InsertRecallItem).
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// On any error the transaction is rolled back; no partial writes are visible.
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func (d *LibSQLDelegate) InsertRecallItemsBatch(ctx context.Context, items []*memory.RecallItem) error {
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if len(items) == 0 {
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return nil
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}
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tx, err := d.db.BeginTx(ctx, &sql.TxOptions{Isolation: sql.LevelSerializable})
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if err != nil {
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return fmt.Errorf("begin tx: %w", err)
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}
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defer tx.Rollback() //nolint:errcheck
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qtx := d.queries.WithTx(tx)
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for _, item := range items {
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row, err := qtx.InsertRecallItem(ctx, recallItemToParams(item))
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if err != nil {
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return fmt.Errorf("insert recall item %s: %w", item.ID, err)
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}
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item.CreatedAt = row.CreatedAt
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item.UpdatedAt = row.UpdatedAt
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}
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if err := tx.Commit(); err != nil {
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return fmt.Errorf("commit batch: %w", err)
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}
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return nil
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}
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// InsertArchivalChunksBatch inserts a slice of ArchivalChunks within a single
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// database transaction. StoreArchival typically creates multiple chunks per
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// recall item — wrapping them in one tx avoids N separate WAL commits.
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//
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// On success, server-assigned CreatedAt timestamps are written back to each
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// chunk. On any error the transaction is rolled back.
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func (d *LibSQLDelegate) InsertArchivalChunksBatch(ctx context.Context, chunks []*memory.ArchivalChunk) error {
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if len(chunks) == 0 {
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return nil
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}
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tx, err := d.db.BeginTx(ctx, &sql.TxOptions{Isolation: sql.LevelSerializable})
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if err != nil {
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return fmt.Errorf("begin tx: %w", err)
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}
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defer tx.Rollback() //nolint:errcheck
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qtx := d.queries.WithTx(tx)
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for _, chunk := range chunks {
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row, err := qtx.InsertArchivalChunk(ctx, archivalChunkToParams(chunk))
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if err != nil {
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return fmt.Errorf("insert archival chunk %s: %w", chunk.ID, err)
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}
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chunk.CreatedAt = row.CreatedAt
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}
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if err := tx.Commit(); err != nil {
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return fmt.Errorf("commit batch: %w", err)
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}
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return nil
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}
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@ -90,6 +90,99 @@ func BenchmarkInsertAuditEntry(b *testing.B) {
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}
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}
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}
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}
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// BenchmarkInsertRecallItems_Sequential measures sequential single-insert performance.
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func BenchmarkInsertRecallItems_Sequential(b *testing.B) {
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d := newBenchDelegate(b)
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ctx := context.Background()
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b.ReportAllocs()
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b.ResetTimer()
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for b.Loop() {
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for i := 0; i < 10; i++ {
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_ = d.InsertRecallItem(ctx, &memory.RecallItem{
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ID: ids.New(),
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AgentID: "bench-agent",
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SessionKey: "bench-sess",
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Role: "user",
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Sector: memory.SectorEpisodic,
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Importance: 0.5,
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Content: "Batch benchmark recall content item for performance comparison.",
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Tags: "bench",
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})
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}
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}
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}
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// BenchmarkInsertRecallItems_Batch measures batch-tx insert performance for 10 items.
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// Compare with BenchmarkInsertRecallItems_Sequential to quantify WAL savings.
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func BenchmarkInsertRecallItems_Batch(b *testing.B) {
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d := newBenchDelegate(b)
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ctx := context.Background()
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b.ReportAllocs()
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b.ResetTimer()
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for b.Loop() {
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items := make([]*memory.RecallItem, 10)
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for i := range items {
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items[i] = &memory.RecallItem{
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ID: ids.New(),
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AgentID: "bench-agent",
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SessionKey: "bench-sess",
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Role: "user",
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Sector: memory.SectorEpisodic,
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Importance: 0.5,
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Content: "Batch benchmark recall content item for performance comparison.",
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Tags: "bench",
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}
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}
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_ = d.InsertRecallItemsBatch(ctx, items)
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}
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}
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// BenchmarkInsertArchivalChunks_Sequential measures sequential chunk inserts.
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func BenchmarkInsertArchivalChunks_Sequential(b *testing.B) {
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d := newBenchDelegate(b)
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ctx := context.Background()
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recallID := ids.New()
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_ = d.InsertRecallItem(ctx, &memory.RecallItem{
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ID: recallID, AgentID: "bench-agent", SessionKey: "s",
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Role: "user", Sector: memory.SectorEpisodic, Content: "parent",
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})
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b.ReportAllocs()
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b.ResetTimer()
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for b.Loop() {
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for i := 0; i < 5; i++ {
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_ = d.InsertArchivalChunk(ctx, &memory.ArchivalChunk{
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ID: ids.New(), RecallID: recallID, ChunkIndex: i,
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Content: "chunk content for archival benchmark",
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Source: "bench", Hash: "abc",
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})
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}
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}
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}
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// BenchmarkInsertArchivalChunks_Batch measures batch-tx chunk inserts for 5 chunks.
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func BenchmarkInsertArchivalChunks_Batch(b *testing.B) {
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d := newBenchDelegate(b)
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ctx := context.Background()
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recallID := ids.New()
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_ = d.InsertRecallItem(ctx, &memory.RecallItem{
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ID: recallID, AgentID: "bench-agent", SessionKey: "s",
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Role: "user", Sector: memory.SectorEpisodic, Content: "parent",
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})
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b.ReportAllocs()
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b.ResetTimer()
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for b.Loop() {
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chunks := make([]*memory.ArchivalChunk, 5)
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for i := range chunks {
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chunks[i] = &memory.ArchivalChunk{
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ID: ids.New(), RecallID: recallID, ChunkIndex: i,
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Content: "chunk content for archival benchmark",
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Source: "bench", Hash: "abc",
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}
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}
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_ = d.InsertArchivalChunksBatch(ctx, chunks)
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}
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}
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func newBenchDelegate(b *testing.B) *LibSQLDelegate {
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func newBenchDelegate(b *testing.B) *LibSQLDelegate {
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b.Helper()
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b.Helper()
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d, err := NewLibSQLInMemory()
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d, err := NewLibSQLInMemory()
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