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Add serialization/deserialization and round-trip tests for all tpc-h queries #16742
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924e34b
Add serialization/deserialization and round-trip tests for all tpc-h …
NGA-TRAN f8a3262
Merge branch 'master' into ntran/tpch_tests
NGA-TRAN 51a5677
Remove specific test for q16 becasue it is now a part of all tpch tests
NGA-TRAN 947d774
Add bug ticket into the test comment
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -1738,45 +1738,104 @@ async fn roundtrip_physical_plan_node() { | |
| let _ = plan.execute(0, ctx.task_ctx()).unwrap(); | ||
| } | ||
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| // Failing due to https://github.com/apache/datafusion/pull/16662 | ||
| // Fixed: Column index mismatch during protobuf deserialization | ||
| #[tokio::test] | ||
| async fn test_tpch_part_in_list_query_with_real_parquet_data() -> Result<()> { | ||
| // Test the specific query: SELECT p_size FROM part WHERE p_size IN (14, 6, 5, 31) | ||
| // | ||
| // NOTE: This test uses a minimal subset of TPC-H part.parquet data (tpch_part_small.parquet) | ||
| // which contains only 20 rows with p_size values in [14, 6, 5, 31] to reproduce the bug. | ||
| // Using alltypes_plain.parquet does NOT reproduce the issue, suggesting the bug | ||
| // is specific to certain characteristics of TPC-H parquet files or their schema. | ||
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| /// Helper function to create a SessionContext with all TPC-H tables registered as external tables | ||
| async fn tpch_context() -> Result<SessionContext> { | ||
| use datafusion_common::test_util::datafusion_test_data; | ||
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| let ctx = SessionContext::new(); | ||
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| // Register the TPC-H part table using the local test data | ||
| let test_data = datafusion_test_data(); | ||
| let table_sql = format!( | ||
| "CREATE EXTERNAL TABLE part STORED AS PARQUET LOCATION '{test_data}/tpch_part_small.parquet'" | ||
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||
| ); | ||
| ctx.sql(&table_sql).await.map_err(|e| { | ||
| DataFusionError::External(format!("Failed to create part table: {e}").into()) | ||
| // TPC-H table names | ||
| let tables = [ | ||
| "part", "supplier", "partsupp", "customer", "orders", "lineitem", "nation", | ||
| "region", | ||
| ]; | ||
|
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| // Create external tables for all TPC-H tables | ||
| for table in &tables { | ||
| let table_sql = format!( | ||
| "CREATE EXTERNAL TABLE {table} STORED AS PARQUET LOCATION '{test_data}/tpch_{table}_small.parquet'" | ||
|
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. we can also use |
||
| ); | ||
| ctx.sql(&table_sql).await.map_err(|e| { | ||
| DataFusionError::External( | ||
| format!("Failed to create {table} table: {e}").into(), | ||
| ) | ||
| })?; | ||
| } | ||
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| Ok(ctx) | ||
| } | ||
|
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| /// Helper function to get TPC-H query SQL | ||
| fn get_tpch_query_sql(query: usize) -> Result<Vec<String>> { | ||
| use std::fs; | ||
|
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||
| if !(1..=22).contains(&query) { | ||
| return Err(DataFusionError::External( | ||
| format!("Invalid TPC-H query number: {query}").into(), | ||
| )); | ||
| } | ||
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| let filename = format!("../../benchmarks/queries/q{query}.sql"); | ||
| let contents = fs::read_to_string(&filename).map_err(|e| { | ||
| DataFusionError::External( | ||
| format!("Failed to read query file {filename}: {e}").into(), | ||
| ) | ||
| })?; | ||
|
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||
| // Test the exact problematic query | ||
| let sql = "SELECT p_size FROM part WHERE p_size IN (14, 6, 5, 31)"; | ||
| Ok(contents | ||
| .split(';') | ||
| .map(|s| s.trim()) | ||
| .filter(|s| !s.is_empty()) | ||
| .map(|s| s.to_string()) | ||
| .collect()) | ||
| } | ||
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| let logical_plan = ctx.sql(sql).await?.into_unoptimized_plan(); | ||
| let optimized_plan = ctx.state().optimize(&logical_plan)?; | ||
| let physical_plan = ctx.state().create_physical_plan(&optimized_plan).await?; | ||
| #[tokio::test] | ||
| async fn test_serialize_deserialize_tpch_queries() -> Result<()> { | ||
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|
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| // Create context with TPC-H tables | ||
| let ctx = tpch_context().await?; | ||
|
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| // repeat to run all 22 queries | ||
| for query in 1..=22 { | ||
| // run all statements in the query | ||
| let sql = get_tpch_query_sql(query)?; | ||
| for stmt in sql { | ||
| let logical_plan = ctx.sql(&stmt).await?.into_unoptimized_plan(); | ||
| let optimized_plan = ctx.state().optimize(&logical_plan)?; | ||
| let physical_plan = ctx.state().create_physical_plan(&optimized_plan).await?; | ||
|
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| // serialize the physical plan | ||
| let codec = DefaultPhysicalExtensionCodec {}; | ||
| let proto = | ||
| PhysicalPlanNode::try_from_physical_plan(physical_plan.clone(), &codec)?; | ||
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| // deserialize the physical plan | ||
| let _deserialized_plan = | ||
| proto.try_into_physical_plan(&ctx, ctx.runtime_env().as_ref(), &codec)?; | ||
| } | ||
| } | ||
|
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||
| // Serialize the physical plan - bug may happen here already but not necessarily manifests | ||
| let codec = DefaultPhysicalExtensionCodec {}; | ||
| let proto = PhysicalPlanNode::try_from_physical_plan(physical_plan.clone(), &codec)?; | ||
| Ok(()) | ||
| } | ||
|
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| // This will fail with the bug, but should succeed when fixed | ||
| let _deserialized_plan = | ||
| proto.try_into_physical_plan(&ctx, ctx.runtime_env().as_ref(), &codec)?; | ||
| // bug: https://github.com/apache/datafusion/issues/16772 | ||
| // Only 4 queries pass: q3, q5, q10, q12 | ||
| // Ignore the test until the bug is fixed | ||
| #[ignore] | ||
| #[tokio::test] | ||
| async fn test_round_trip_tpch_queries() -> Result<()> { | ||
| // Create context with TPC-H tables | ||
| let ctx = tpch_context().await?; | ||
|
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| // repeat to run all 22 queries | ||
| for query in 1..=22 { | ||
| // run all statements in the query | ||
| let sql = get_tpch_query_sql(query)?; | ||
| for stmt in sql { | ||
| roundtrip_test_sql_with_context(&stmt, &ctx).await?; | ||
| } | ||
| } | ||
|
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||
| Ok(()) | ||
| } | ||
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there is also
parquet_test_data()which stores data ondatafusion/parquet-testing