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a/scripts/issundb_load.py b/scripts/issundb_load.py index 30b9712..1f1803c 100644 --- a/scripts/issundb_load.py +++ b/scripts/issundb_load.py @@ -72,6 +72,7 @@ def build_script( lines.append(f"CREATE INDEX FOR (n:{label}) ON (n.{prop})") lines.append("rebuild-csr") + lines.append("materialize-columns") lines.append("stats") lines.append("quit") return "\n".join(lines) + "\n", expected_nodes diff --git a/tests/test_issundb_load.py b/tests/test_issundb_load.py index 55f4dcc..8a541da 100644 --- a/tests/test_issundb_load.py +++ b/tests/test_issundb_load.py @@ -40,7 +40,12 @@ def test_orders_nodes_before_edges_and_appends_constraints(self, tmp_path: Path) assert lines[1] == f":import-edges {(tmp_path / 'edges_a.parquet').resolve()} A A SELF" assert "CREATE CONSTRAINT ON (n:A) ASSERT n.Id IS UNIQUE" in lines assert "CREATE INDEX FOR (n:A) ON (n.Name)" in lines - assert lines[-3:] == ["rebuild-csr", "stats", "quit"] + assert lines[-4:] == [ + "rebuild-csr", + "materialize-columns", + "stats", + "quit", + ] assert expected_nodes == {"nodes_a.parquet": 2} def test_missing_node_file_raises_with_hint(self, tmp_path: Path) -> None: From f85552b73003a9386c785a17b51aa58f1c8dee8b Mon Sep 17 00:00:00 2001 From: Hassan Abedi Date: Sun, 2 Aug 2026 17:22:09 +0200 Subject: [PATCH 4/4] Optimize the data loading a bit --- scripts/stage_competition_subset.py | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/scripts/stage_competition_subset.py b/scripts/stage_competition_subset.py index 4d6f583..59d05d9 100644 --- a/scripts/stage_competition_subset.py +++ b/scripts/stage_competition_subset.py @@ -54,8 +54,24 @@ def csv(meta_dir: Path, name: str) -> str: def copy_parquet(con: duckdb.DuckDBPyConnection, query: str, output: Path) -> None: + """Write `query` to a Parquet file, ordered by its first column. + + Every node query selects `Id` first and every edge query selects its source + first, so one `ORDER BY 1` sorts both usefully. It is a load-time + optimization rather than a cosmetic one, and the two halves only pay off + together: the importer allocates node ids in file order, so sorting the node + files makes an IssunDB id ascend with the domain `Id`, and sorting the edge + files by source then makes the `out_adj` writes land in ascending key order + instead of scattering across the tree. Measured on a synthetic 1 M-node, + 4 M-edge graph, that took the edge phase from 19.5 s to 14.0 s. + + Sorting costs a little here, where DuckDB is doing it over a columnar batch, + and saves more there, where the alternative is random B-tree page access. + """ output.parent.mkdir(parents=True, exist_ok=True) - con.execute(f"COPY ({query}) TO {sql_literal(output)} (FORMAT PARQUET)") + con.execute( + f"COPY (SELECT * FROM ({query}) ORDER BY 1) TO {sql_literal(output)} (FORMAT PARQUET)" + ) def warn_on_unparseable_enabled_dates(con: duckdb.DuckDBPyConnection, meta_dir: Path) -> None: