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Add substrait tpch round trip tests from sql query #13888
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356 changes: 356 additions & 0 deletions
356
datafusion/substrait/tests/cases/roundtrip_substrait_tpch.rs
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
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//! TPCH `roundtrip_substrait_tpch` tests | ||
//! | ||
//! This module tests that substrait queries in sql can be read and that the optimized | ||
//! logiccal plans produced remain the same after a round trip to substrait and back. | ||
//! | ||
//! | ||
//! The input sql queries are generated from <https://duckdb.org/docs/extensions/tpch.html> | ||
//! | ||
//! | ||
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use async_trait::async_trait; | ||
use datafusion::arrow::datatypes::{Schema, SchemaRef}; | ||
use datafusion::catalog::TableProvider; | ||
use datafusion::common::{internal_datafusion_err, Result}; | ||
use datafusion::datasource::TableType; | ||
use datafusion::error::DataFusionError; | ||
use datafusion::execution::{SessionState, SessionStateBuilder}; | ||
use datafusion::logical_expr::TableProviderFilterPushDown; | ||
use datafusion::prelude::DataFrame; | ||
use datafusion::sql::TableReference; | ||
use datafusion::{ | ||
execution::runtime_env::RuntimeEnv, | ||
prelude::{SessionConfig, SessionContext}, | ||
}; | ||
use datafusion_proto::protobuf; | ||
use std::fs::read_to_string; | ||
use std::sync::Arc; | ||
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#[derive(Debug)] | ||
struct FakeTableProvider { | ||
schema: Arc<Schema>, | ||
} | ||
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#[async_trait] | ||
impl TableProvider for FakeTableProvider { | ||
fn as_any(&self) -> &dyn std::any::Any { | ||
self | ||
} | ||
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fn schema(&self) -> SchemaRef { | ||
self.schema.clone() | ||
} | ||
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fn table_type(&self) -> TableType { | ||
TableType::Base | ||
} | ||
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async fn scan( | ||
&self, | ||
_state: &dyn datafusion::catalog::Session, | ||
_projection: Option<&Vec<usize>>, | ||
_filters: &[datafusion::prelude::Expr], | ||
_limit: Option<usize>, | ||
) -> Result<Arc<dyn datafusion::physical_plan::ExecutionPlan>> { | ||
println!("uh oh"); | ||
unimplemented!("scan") | ||
} | ||
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fn supports_filters_pushdown( | ||
&self, | ||
filters: &[&datafusion::prelude::Expr], | ||
) -> Result<Vec<TableProviderFilterPushDown>> { | ||
Ok(std::vec![ | ||
TableProviderFilterPushDown::Inexact; | ||
filters.len() | ||
]) | ||
} | ||
} | ||
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async fn create_context() -> Result<SessionContext> { | ||
let state = SessionStateBuilder::new() | ||
.with_config(SessionConfig::default()) | ||
.with_runtime_env(Arc::new(RuntimeEnv::default())) | ||
.with_default_features() | ||
.build(); | ||
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let ctx = SessionContext::new_with_state(state); | ||
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let tables = [ | ||
"customer", "lineitem", "nation", "orders", "part", "partsupp", "region", | ||
"supplier", | ||
]; | ||
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tables.into_iter().try_for_each(|table_name| { | ||
let schema_path = format!("tests/testdata/tpch_schemas/{table_name}_schema.json"); | ||
let schema_json_data = read_to_string(schema_path)?; | ||
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let proto: protobuf::Schema = serde_json::from_str(&schema_json_data) | ||
.map_err(|e| internal_datafusion_err!("Error parsing schema JSON: {}", e))?; | ||
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let schema = Schema::try_from(&proto)?; | ||
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let provider = FakeTableProvider { | ||
schema: Arc::new(schema), | ||
}; | ||
ctx.register_table(TableReference::bare(table_name), Arc::new(provider))?; | ||
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Ok::<_, DataFusionError>(()) | ||
})?; | ||
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Ok(ctx) | ||
} | ||
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async fn get_dataframe(query_id: i32) -> Result<(DataFrame, SessionState)> { | ||
let path = format!("tests/testdata/tpch_queries/query_{query_id:02}.sql"); | ||
println!("path = {}", path); | ||
let query = read_to_string(path)?; | ||
println!("Query: \n{}", query); | ||
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let ctx = create_context().await?; | ||
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Ok((ctx.sql(&query).await?, ctx.state())) | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use datafusion::common::Result; | ||
use datafusion_substrait::logical_plan::{ | ||
consumer::from_substrait_plan, producer::to_substrait_plan, | ||
}; | ||
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use super::*; | ||
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async fn tpch_round_trip_optimized(query_id: i32) -> Result<()> { | ||
let (df, state) = get_dataframe(query_id).await?; | ||
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let oplan = df.clone().into_optimized_plan()?; | ||
println!("Optimized plan:\n{}", oplan.display_indent()); | ||
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let ssplan = to_substrait_plan(&oplan, &state)?; | ||
let roundtrip_plan = from_substrait_plan(&state, &ssplan).await?; | ||
let roundtrip_plan_optimized = state.optimize(&roundtrip_plan)?; | ||
println!( | ||
"Roundtrip optimized plan:\n{}", | ||
roundtrip_plan_optimized.display_indent() | ||
); | ||
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assert_eq!( | ||
oplan.display_indent().to_string(), | ||
roundtrip_plan_optimized.display_indent().to_string() | ||
); | ||
Ok(()) | ||
} | ||
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async fn tpch_round_trip_unoptimized(query_id: i32) -> Result<()> { | ||
let (df, state) = get_dataframe(query_id).await?; | ||
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let plan = df.logical_plan(); | ||
println!("Logical plan:\n{}", plan.display_indent()); | ||
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let ssplan = to_substrait_plan(plan, &state)?; | ||
let roundtrip_plan = from_substrait_plan(&state, &ssplan).await?; | ||
println!("Roundtrip plan:\n{}", roundtrip_plan.display_indent()); | ||
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assert_eq!( | ||
plan.display_indent().to_string(), | ||
roundtrip_plan.display_indent().to_string() | ||
); | ||
Ok(()) | ||
} | ||
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#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_01() -> Result<()> { | ||
tpch_round_trip_optimized(1).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_02() -> Result<()> { | ||
tpch_round_trip_optimized(2).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_03() -> Result<()> { | ||
tpch_round_trip_optimized(3).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_04() -> Result<()> { | ||
tpch_round_trip_optimized(4).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_05() -> Result<()> { | ||
tpch_round_trip_optimized(5).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_06() -> Result<()> { | ||
tpch_round_trip_optimized(6).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_07() -> Result<()> { | ||
tpch_round_trip_optimized(7).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_08() -> Result<()> { | ||
tpch_round_trip_optimized(8).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_09() -> Result<()> { | ||
tpch_round_trip_optimized(9).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_10() -> Result<()> { | ||
tpch_round_trip_optimized(10).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_11() -> Result<()> { | ||
tpch_round_trip_optimized(11).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_12() -> Result<()> { | ||
tpch_round_trip_optimized(12).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_13() -> Result<()> { | ||
tpch_round_trip_optimized(13).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_14() -> Result<()> { | ||
tpch_round_trip_optimized(14).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_15() -> Result<()> { | ||
tpch_round_trip_optimized(15).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_16() -> Result<()> { | ||
tpch_round_trip_optimized(16).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_17() -> Result<()> { | ||
tpch_round_trip_optimized(17).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_18() -> Result<()> { | ||
tpch_round_trip_optimized(18).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_19() -> Result<()> { | ||
tpch_round_trip_optimized(19).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_20() -> Result<()> { | ||
tpch_round_trip_optimized(20).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_21() -> Result<()> { | ||
tpch_round_trip_optimized(21).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_optimized_22() -> Result<()> { | ||
tpch_round_trip_optimized(22).await | ||
} | ||
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#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_01() -> Result<()> { | ||
tpch_round_trip_unoptimized(1).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_02() -> Result<()> { | ||
tpch_round_trip_unoptimized(2).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_03() -> Result<()> { | ||
tpch_round_trip_unoptimized(3).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_04() -> Result<()> { | ||
tpch_round_trip_unoptimized(4).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_05() -> Result<()> { | ||
tpch_round_trip_unoptimized(5).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_06() -> Result<()> { | ||
tpch_round_trip_unoptimized(6).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_07() -> Result<()> { | ||
tpch_round_trip_unoptimized(7).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_08() -> Result<()> { | ||
tpch_round_trip_unoptimized(8).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_09() -> Result<()> { | ||
tpch_round_trip_unoptimized(9).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_10() -> Result<()> { | ||
tpch_round_trip_unoptimized(10).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_11() -> Result<()> { | ||
tpch_round_trip_unoptimized(11).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_12() -> Result<()> { | ||
tpch_round_trip_unoptimized(12).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_13() -> Result<()> { | ||
tpch_round_trip_unoptimized(13).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_14() -> Result<()> { | ||
tpch_round_trip_unoptimized(14).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_15() -> Result<()> { | ||
tpch_round_trip_unoptimized(15).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_16() -> Result<()> { | ||
tpch_round_trip_unoptimized(16).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_17() -> Result<()> { | ||
tpch_round_trip_unoptimized(17).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_18() -> Result<()> { | ||
tpch_round_trip_unoptimized(18).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_19() -> Result<()> { | ||
tpch_round_trip_unoptimized(19).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_20() -> Result<()> { | ||
tpch_round_trip_unoptimized(20).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_21() -> Result<()> { | ||
tpch_round_trip_unoptimized(21).await | ||
} | ||
#[tokio::test] | ||
async fn tpch_round_trip_test_unoptimized_22() -> Result<()> { | ||
tpch_round_trip_unoptimized(22).await | ||
} | ||
} |
22 changes: 22 additions & 0 deletions
22
datafusion/substrait/tests/testdata/tpch_queries/query_01.sql
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SELECT | ||
l_returnflag, | ||
l_linestatus, | ||
sum(l_quantity) AS sum_qty, | ||
sum(l_extendedprice) AS sum_base_price, | ||
sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price, | ||
sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge, | ||
avg(l_quantity) AS avg_qty, | ||
avg(l_extendedprice) AS avg_price, | ||
avg(l_discount) AS avg_disc, | ||
count(*) AS count_order | ||
FROM | ||
lineitem | ||
WHERE | ||
l_shipdate <= CAST('1998-09-02' AS date) | ||
GROUP BY | ||
l_returnflag, | ||
l_linestatus | ||
ORDER BY | ||
l_returnflag, | ||
l_linestatus; | ||
|
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I believe that there are already have copies of the TCPH queries in the repo:
https://github.com/apache/datafusion/tree/main/benchmarks/queries
I think it would be better to re-use them if possible.
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It looks like the schemas are also available as well.
datafusion/benchmarks/src/tpch/mod.rs
Lines 44 to 45 in 405b99c