graph/db+sqldb: validate prune log migration using batching

diff --git a/graph/db/sql_migration.go b/graph/db/sql_migration.go
index dcf664a..d62fe74 100644
--- a/graph/db/sql_migration.go
+++ b/graph/db/sql_migration.go
@@ -61,7 +61,8 @@ func MigrateGraphToSQL(ctx context.Context, cfg *SQLStoreConfig,
 	}
 
 	// 4) Migrate the Prune log.
-	if err := migratePruneLog(ctx, kvBackend, sqlDB); err != nil {
+	err = migratePruneLog(ctx, cfg.QueryCfg, kvBackend, sqlDB)
+	if err != nil {
 		return fmt.Errorf("could not migrate prune log: %w", err)
 	}
 
@@ -794,12 +795,11 @@ func validateMigratedChannelWithBatchData(cfg *SQLStoreConfig,
 }
 
 // migratePruneLog migrates the prune log from the KV backend to the SQL
-// database. It iterates over each prune log entry in the KV store, inserts it
-// into the SQL database, and then verifies that the entry was inserted
-// correctly by fetching it back from the SQL database and comparing it to the
-// original entry.
-func migratePruneLog(ctx context.Context, kvBackend kvdb.Backend,
-	sqlDB SQLQueries) error {
+// database. It collects entries in batches, inserts them individually, and then
+// validates them in batches using GetPruneEntriesForHeights for better i
+// performance.
+func migratePruneLog(ctx context.Context, cfg *sqldb.QueryConfig,
+	kvBackend kvdb.Backend, sqlDB SQLQueries) error {
 
 	var (
 		count          uint64
@@ -813,55 +813,92 @@ func migratePruneLog(ctx context.Context, kvBackend kvdb.Backend,
 		}
 	)
 
-	// migrateSinglePruneEntry is a helper function that inserts a single
-	// prune log entry into the SQL database and verifies that it was
-	// inserted correctly.
-	migrateSinglePruneEntry := func(height uint32,
-		hash *chainhash.Hash) error {
+	batch := make(map[uint32]chainhash.Hash, cfg.MaxBatchSize)
 
-		count++
-		chunk++
+	// validateBatch validates a batch of prune entries using batch query.
+	validateBatch := func() error {
+		if len(batch) == 0 {
+			return nil
+		}
 
-		// Keep track of the prune tip height and hash.
-		if height > pruneTipHeight {
-			pruneTipHeight = height
-			pruneTipHash = *hash
+		// Extract heights for the batch query.
+		heights := make([]int64, 0, len(batch))
+		for height := range batch {
+			heights = append(heights, int64(height))
 		}
 
-		err := sqlDB.UpsertPruneLogEntry(
-			ctx, sqlc.UpsertPruneLogEntryParams{
-				BlockHeight: int64(height),
-				BlockHash:   hash[:],
-			},
-		)
+		// Batch fetch all entries from the database.
+		rows, err := sqlDB.GetPruneEntriesForHeights(ctx, heights)
 		if err != nil {
-			return fmt.Errorf("unable to insert prune log "+
-				"entry for height %d: %w", height, err)
+			return fmt.Errorf("could not batch get prune "+
+				"entries: %w", err)
 		}
 
-		// Now, check that the entry was inserted correctly.
-		migratedHash, err := sqlDB.GetPruneHashByHeight(
-			ctx, int64(height),
-		)
-		if err != nil {
-			return fmt.Errorf("could not get prune hash "+
-				"for height %d: %w", height, err)
+		if len(rows) != len(batch) {
+			return fmt.Errorf("expected to fetch %d prune "+
+				"entries, but got %d", len(batch),
+				len(rows))
 		}
 
-		return sqldb.CompareRecords(
-			hash[:], migratedHash, "prune log entry",
-		)
+		// Validate each entry in the batch.
+		for _, row := range rows {
+			kvdbHash, ok := batch[uint32(row.BlockHeight)]
+			if !ok {
+				return fmt.Errorf("prune entry for height %d "+
+					"not found in batch", row.BlockHeight)
+			}
+
+			err := sqldb.CompareRecords(
+				kvdbHash[:], row.BlockHash,
+				fmt.Sprintf("prune log entry at height %d",
+					row.BlockHash),
+			)
+			if err != nil {
+				return err
+			}
+		}
+
+		// Reset the batch map for the next iteration.
+		batch = make(map[uint32]chainhash.Hash, cfg.MaxBatchSize)
+
+		return nil
 	}
 
 	// Iterate over each prune log entry in the KV store and migrate it to
 	// the SQL database.
 	err := forEachPruneLogEntry(
 		kvBackend, func(height uint32, hash *chainhash.Hash) error {
-			err := migrateSinglePruneEntry(height, hash)
+			count++
+			chunk++
+
+			// Keep track of the prune tip height and hash.
+			if height > pruneTipHeight {
+				pruneTipHeight = height
+				pruneTipHash = *hash
+			}
+
+			// Insert the entry (individual inserts for now).
+			err := sqlDB.UpsertPruneLogEntry(
+				ctx, sqlc.UpsertPruneLogEntryParams{
+					BlockHeight: int64(height),
+					BlockHash:   hash[:],
+				},
+			)
 			if err != nil {
-				return fmt.Errorf("could not migrate "+
-					"prune log entry at height %d: %w",
-					height, err)
+				return fmt.Errorf("unable to insert prune log "+
+					"entry for height %d: %w", height, err)
+			}
+
+			// Add to validation batch.
+			batch[height] = *hash
+
+			// Validate batch when full.
+			if len(batch) >= cfg.MaxBatchSize {
+				err := validateBatch()
+				if err != nil {
+					return fmt.Errorf("batch "+
+						"validation failed: %w", err)
+				}
 			}
 
 			s.Do(func() {
@@ -882,6 +919,15 @@ func migratePruneLog(ctx context.Context, kvBackend kvdb.Backend,
 		return fmt.Errorf("could not migrate prune log: %w", err)
 	}
 
+	// Validate any remaining entries in the batch.
+	if len(batch) > 0 {
+		err := validateBatch()
+		if err != nil {
+			return fmt.Errorf("final batch validation failed: %w",
+				err)
+		}
+	}
+
 	// Check that the prune tip is set correctly in the SQL
 	// database.
 	pruneTip, err := sqlDB.GetPruneTip(ctx)
diff --git a/graph/db/sql_store.go b/graph/db/sql_store.go
index c80d32a..1de5016 100644
--- a/graph/db/sql_store.go
+++ b/graph/db/sql_store.go
@@ -142,6 +142,7 @@ type SQLQueries interface {
 	*/
 	GetPruneTip(ctx context.Context) (sqlc.GraphPruneLog, error)
 	GetPruneHashByHeight(ctx context.Context, blockHeight int64) ([]byte, error)
+	GetPruneEntriesForHeights(ctx context.Context, heights []int64) ([]sqlc.GraphPruneLog, error)
 	UpsertPruneLogEntry(ctx context.Context, arg sqlc.UpsertPruneLogEntryParams) error
 	DeletePruneLogEntriesInRange(ctx context.Context, arg sqlc.DeletePruneLogEntriesInRangeParams) error
 
diff --git a/sqldb/sqlc/graph.sql.go b/sqldb/sqlc/graph.sql.go
index eb5eecf..5718f25 100644
--- a/sqldb/sqlc/graph.sql.go
+++ b/sqldb/sqlc/graph.sql.go
@@ -1992,6 +1992,46 @@ func (q *Queries) GetNodesByLastUpdateRange(ctx context.Context, arg GetNodesByL
 	return items, nil
 }
 
+const getPruneEntriesForHeights = `-- name: GetPruneEntriesForHeights :many
+SELECT block_height, block_hash
+FROM graph_prune_log
+WHERE block_height
+   IN (/*SLICE:heights*/?)
+`
+
+func (q *Queries) GetPruneEntriesForHeights(ctx context.Context, heights []int64) ([]GraphPruneLog, error) {
+	query := getPruneEntriesForHeights
+	var queryParams []interface{}
+	if len(heights) > 0 {
+		for _, v := range heights {
+			queryParams = append(queryParams, v)
+		}
+		query = strings.Replace(query, "/*SLICE:heights*/?", makeQueryParams(len(queryParams), len(heights)), 1)
+	} else {
+		query = strings.Replace(query, "/*SLICE:heights*/?", "NULL", 1)
+	}
+	rows, err := q.db.QueryContext(ctx, query, queryParams...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var items []GraphPruneLog
+	for rows.Next() {
+		var i GraphPruneLog
+		if err := rows.Scan(&i.BlockHeight, &i.BlockHash); err != nil {
+			return nil, err
+		}
+		items = append(items, i)
+	}
+	if err := rows.Close(); err != nil {
+		return nil, err
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	return items, nil
+}
+
 const getPruneHashByHeight = `-- name: GetPruneHashByHeight :one
 SELECT block_hash
 FROM graph_prune_log
diff --git a/sqldb/sqlc/querier.go b/sqldb/sqlc/querier.go
index 4e1e26a..e7b4f3f 100644
--- a/sqldb/sqlc/querier.go
+++ b/sqldb/sqlc/querier.go
@@ -71,6 +71,7 @@ type Querier interface {
 	GetNodeIDByPubKey(ctx context.Context, arg GetNodeIDByPubKeyParams) (int64, error)
 	GetNodesByIDs(ctx context.Context, ids []int64) ([]GraphNode, error)
 	GetNodesByLastUpdateRange(ctx context.Context, arg GetNodesByLastUpdateRangeParams) ([]GraphNode, error)
+	GetPruneEntriesForHeights(ctx context.Context, heights []int64) ([]GraphPruneLog, error)
 	GetPruneHashByHeight(ctx context.Context, blockHeight int64) ([]byte, error)
 	GetPruneTip(ctx context.Context) (GraphPruneLog, error)
 	GetPublicV1ChannelsBySCID(ctx context.Context, arg GetPublicV1ChannelsBySCIDParams) ([]GraphChannel, error)
diff --git a/sqldb/sqlc/queries/graph.sql b/sqldb/sqlc/queries/graph.sql
index c0b8901..ed0eb8c 100644
--- a/sqldb/sqlc/queries/graph.sql
+++ b/sqldb/sqlc/queries/graph.sql
@@ -952,6 +952,12 @@ FROM graph_prune_log
 ORDER BY block_height DESC
 LIMIT 1;
 
+-- name: GetPruneEntriesForHeights :many
+SELECT block_height, block_hash
+FROM graph_prune_log
+WHERE block_height
+   IN (sqlc.slice('heights')/*SLICE:heights*/);
+
 -- name: GetPruneHashByHeight :one
 SELECT block_hash
 FROM graph_prune_log