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test: add PostgreSQL TPC-H integration tests #855
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a288923
feat(isthmus): add PostgreSQL TPC-H integration testing
nielspardon 3f317ba
feat: use tpchgen-cli to generate test data
bestbeforetoday 3f36dca
fix: typo on SuccessfulExitCheckStrategy JavaDoc
bestbeforetoday 73eddfd
test: better PostgreSqlIntegrationTest failure reporting
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138 changes: 138 additions & 0 deletions
138
isthmus/src/test/java/io/substrait/isthmus/integration/PostgreSqlIntegrationTest.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,138 @@ | ||
| package io.substrait.isthmus.integration; | ||
|
|
||
| import static org.junit.jupiter.api.Assertions.assertEquals; | ||
| import static org.junit.jupiter.api.Assertions.assertFalse; | ||
| import static org.junit.jupiter.api.Assertions.assertTrue; | ||
|
|
||
| import io.substrait.isthmus.ConverterProvider; | ||
| import io.substrait.isthmus.PlanTestBase; | ||
| import io.substrait.isthmus.SqlToSubstrait; | ||
| import io.substrait.isthmus.SubstraitToSql; | ||
| import io.substrait.plan.Plan; | ||
| import java.io.IOException; | ||
| import java.sql.Connection; | ||
| import java.sql.ResultSet; | ||
| import java.sql.SQLException; | ||
| import java.sql.Statement; | ||
| import java.util.List; | ||
| import java.util.stream.Collectors; | ||
| import java.util.stream.IntStream; | ||
| import java.util.stream.Stream; | ||
| import org.apache.calcite.sql.dialect.PostgresqlSqlDialect; | ||
| import org.apache.calcite.sql.parser.SqlParseException; | ||
| import org.junit.jupiter.api.Tag; | ||
| import org.junit.jupiter.params.ParameterizedTest; | ||
| import org.junit.jupiter.params.provider.MethodSource; | ||
| import org.slf4j.Logger; | ||
| import org.slf4j.LoggerFactory; | ||
| import org.testcontainers.containers.BindMode; | ||
| import org.testcontainers.containers.GenericContainer; | ||
| import org.testcontainers.containers.JdbcDatabaseContainer.NoDriverFoundException; | ||
| import org.testcontainers.junit.jupiter.Container; | ||
| import org.testcontainers.junit.jupiter.Testcontainers; | ||
| import org.testcontainers.postgresql.PostgreSQLContainer; | ||
| import org.testcontainers.utility.DockerImageName; | ||
|
|
||
| @Tag("integration") | ||
| @Testcontainers | ||
| class PostgreSqlIntegrationTest extends PlanTestBase { | ||
| private static final Logger LOG = LoggerFactory.getLogger(PostgreSqlIntegrationTest.class); | ||
|
|
||
| // TODO: These queries produce different results when generated from Substrait | ||
| private static final List<Integer> EXCLUDED_QUERIES = List.of(14); | ||
|
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| private static final DockerImageName UV_IMAGE = | ||
| DockerImageName.parse("ghcr.io/astral-sh/uv:python3.14-trixie-slim"); | ||
| private static final DockerImageName POSTGRES_IMAGE = DockerImageName.parse("postgres:18"); | ||
|
|
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| private static final String TPCH_DATA_HOST_PATH = "tpch/data"; | ||
| private static final String TPCH_DATA_CONTAINER_PATH = "/tmp/tpc-h"; | ||
| private static final String TPCH_INIT_HOST_PATH = "tpch/postgresql/tpch_init.sql"; | ||
|
|
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| private static final List<String> TPCHGEN_ARGS = | ||
| List.of( | ||
| "--scale-factor", "0.001", "--format", "csv", "--output-dir", TPCH_DATA_CONTAINER_PATH); | ||
|
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| private static final List<String> TPCHGEN_CMD = | ||
| Stream.concat( | ||
| Stream.of("uvx", "--from", "tpchgen-cli == 2.*", "tpchgen-cli"), | ||
| TPCHGEN_ARGS.stream()) | ||
| .collect(Collectors.toList()); | ||
|
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| /** Create TPC-H test data. */ | ||
| @Container | ||
| @SuppressWarnings("resource") | ||
| private static final GenericContainer<?> tpchgen = | ||
| new GenericContainer<>(UV_IMAGE) | ||
| .withClasspathResourceMapping( | ||
| TPCH_DATA_HOST_PATH, TPCH_DATA_CONTAINER_PATH, BindMode.READ_WRITE) | ||
| .withCommand(TPCHGEN_CMD.toArray(new String[0])) | ||
| .withStartupCheckStrategy(new SuccessfulExitCheckStrategy()); | ||
|
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| /** PostgreSQL instance shared across all test methods in this class. */ | ||
| @Container | ||
| @SuppressWarnings("resource") | ||
| private static final PostgreSQLContainer postgres = | ||
| new PostgreSQLContainer(POSTGRES_IMAGE) | ||
| .dependsOn(tpchgen) | ||
| .withClasspathResourceMapping( | ||
| TPCH_DATA_HOST_PATH, TPCH_DATA_CONTAINER_PATH, BindMode.READ_ONLY) | ||
| .withClasspathResourceMapping( | ||
| TPCH_INIT_HOST_PATH, "/docker-entrypoint-initdb.d/tpch_init.sql", BindMode.READ_ONLY); | ||
|
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| private static final String COMPARE_RESULTS_SQL_TEMPLATE = | ||
| """ | ||
| WITH expected AS (%s), | ||
| actual AS (%s) | ||
| SELECT count(*) FROM ( | ||
| SELECT * FROM | ||
| (SELECT * FROM expected EXCEPT SELECT * FROM actual) | ||
| UNION (SELECT * FROM actual EXCEPT SELECT * FROM expected) | ||
| ) | ||
| """; | ||
|
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| static IntStream tpcHTestCases() { | ||
| return IntStream.rangeClosed(1, 22).filter(i -> !EXCLUDED_QUERIES.contains(i)); | ||
| } | ||
|
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| @ParameterizedTest | ||
| @MethodSource("tpcHTestCases") | ||
| void testTpcH(final int queryNo) | ||
| throws NoDriverFoundException, SQLException, IOException, SqlParseException { | ||
|
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| final String inputSql = asString(String.format("tpch/queries/%02d.sql", queryNo)); | ||
| final SqlToSubstrait sqlToSubstrait = new SqlToSubstrait(); | ||
| final Plan plan = sqlToSubstrait.convert(inputSql, TPCH_CATALOG); | ||
|
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| final ConverterProvider provider = new ConverterProvider(extensions); | ||
| final SubstraitToSql substraitToSql = new SubstraitToSql(provider); | ||
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| final String generatedSql = substraitToSql.convert(plan, PostgresqlSqlDialect.DEFAULT).get(0); | ||
|
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| final String referenceSql = asString(String.format("tpch/postgresql/%02d.sql", queryNo)); | ||
|
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| final String compareSql = | ||
| String.format(COMPARE_RESULTS_SQL_TEMPLATE, referenceSql, generatedSql); | ||
|
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| LOG.atDebug().log(compareSql); | ||
|
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| try (Connection conn = postgres.createConnection(""); | ||
| Statement stmt = conn.createStatement(); | ||
| ResultSet result = stmt.executeQuery(compareSql); ) { | ||
| // we expect exactly one row | ||
| assertTrue(result.next()); | ||
|
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| // the count should be zero if both the reference and generated SQL produce the same results | ||
| int differenceCount = result.getInt(1); | ||
| assertEquals( | ||
| 0, | ||
| differenceCount, | ||
| String.format( | ||
| "Reference and generated SQL produce %d different results.\n\nReference SQL:\n%s\n\nGenerated SQL:\n%s", | ||
| differenceCount, referenceSql, generatedSql)); | ||
|
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||
| // we expect exactly one row | ||
| assertFalse(result.next()); | ||
| } | ||
| } | ||
| } | ||
28 changes: 28 additions & 0 deletions
28
isthmus/src/test/java/io/substrait/isthmus/integration/SuccessfulExitCheckStrategy.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,28 @@ | ||
| package io.substrait.isthmus.integration; | ||
|
|
||
| import com.github.dockerjava.api.DockerClient; | ||
| import com.github.dockerjava.api.command.InspectContainerResponse; | ||
| import org.testcontainers.containers.startupcheck.StartupCheckStrategy; | ||
| import org.testcontainers.utility.DockerStatus; | ||
|
|
||
| /** | ||
| * A {@link StartupCheckStrategy} that checks if the container has exited with a successful exit | ||
| * code. This allows use of a container that is launched purely to execute a command prior to | ||
| * startup of dependent containers. | ||
| */ | ||
| public class SuccessfulExitCheckStrategy extends StartupCheckStrategy { | ||
| @Override | ||
| public StartupStatus checkStartupState(DockerClient dockerClient, String containerId) { | ||
| InspectContainerResponse.ContainerState state = getCurrentState(dockerClient, containerId); | ||
|
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| if (!DockerStatus.isContainerStopped(state)) { | ||
| return StartupStatus.NOT_YET_KNOWN; | ||
| } | ||
|
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| if (!DockerStatus.isContainerExitCodeSuccess(state)) { | ||
| return StartupStatus.FAILED; | ||
| } | ||
|
|
||
| return StartupStatus.SUCCESSFUL; | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,2 @@ | ||
| # Root logger level - set to INFO for test visibility | ||
| .level=INFO |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,5 @@ | ||
| # TPC-H test data is generated to this directory. | ||
|
|
||
| *.tbl | ||
| *.csv | ||
| *.parquet |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,22 @@ | ||
| 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" <= date '1998-12-01' - interval '120 days' | ||
| group by | ||
| "L_RETURNFLAG", | ||
| "L_LINESTATUS" | ||
|
|
||
| order by | ||
| "L_RETURNFLAG", | ||
| "L_LINESTATUS" |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,47 @@ | ||
| select | ||
| "S"."S_ACCTBAL", | ||
| "S"."S_NAME", | ||
| "N"."N_NAME", | ||
| "P"."P_PARTKEY", | ||
| "P"."P_MFGR", | ||
| "S"."S_ADDRESS", | ||
| "S"."S_PHONE", | ||
| "S"."S_COMMENT" | ||
| from | ||
| "PART" "P", | ||
| "SUPPLIER" "S", | ||
| "PARTSUPP" "PS", | ||
| "NATION" "N", | ||
| "REGION" "R" | ||
| where | ||
| "P"."P_PARTKEY" = "PS"."PS_PARTKEY" | ||
| and "S"."S_SUPPKEY" = "PS"."PS_SUPPKEY" | ||
| and "P"."P_SIZE" = 41 | ||
| and "P"."P_TYPE" like '%NICKEL' | ||
| and "S"."S_NATIONKEY" = "N"."N_NATIONKEY" | ||
| and "N"."N_REGIONKEY" = "R"."R_REGIONKEY" | ||
| and "R"."R_NAME" = 'EUROPE' | ||
| and "PS"."PS_SUPPLYCOST" = ( | ||
|
|
||
| select | ||
| min("PS"."PS_SUPPLYCOST") | ||
|
|
||
| from | ||
| "PARTSUPP" "PS", | ||
| "SUPPLIER" "S", | ||
| "NATION" "N", | ||
| "REGION" "R" | ||
| where | ||
| "P"."P_PARTKEY" = "PS"."PS_PARTKEY" | ||
| and "S"."S_SUPPKEY" = "PS"."PS_SUPPKEY" | ||
| and "S"."S_NATIONKEY" = "N"."N_NATIONKEY" | ||
| and "N"."N_REGIONKEY" = "R"."R_REGIONKEY" | ||
| and "R"."R_NAME" = 'EUROPE' | ||
| ) | ||
|
|
||
| order by | ||
| "S"."S_ACCTBAL" desc, | ||
| "N"."N_NAME", | ||
| "S"."S_NAME", | ||
| "P"."P_PARTKEY" | ||
| limit 100 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,26 @@ | ||
| select | ||
| "L"."L_ORDERKEY", | ||
| sum("L"."L_EXTENDEDPRICE" * (1 - "L"."L_DISCOUNT")) as "REVENUE", | ||
| "O"."O_ORDERDATE", | ||
| "O"."O_SHIPPRIORITY" | ||
|
|
||
| from | ||
| "CUSTOMER" "C", | ||
| "ORDERS" "O", | ||
| "LINEITEM" "L" | ||
|
|
||
| where | ||
| "C"."C_MKTSEGMENT" = 'HOUSEHOLD' | ||
| and "C"."C_CUSTKEY" = "O"."O_CUSTKEY" | ||
| and "L"."L_ORDERKEY" = "O"."O_ORDERKEY" | ||
| and "O"."O_ORDERDATE" < date '1995-03-25' | ||
| and "L"."L_SHIPDATE" > date '1995-03-25' | ||
|
|
||
| group by | ||
| "L"."L_ORDERKEY", | ||
| "O"."O_ORDERDATE", | ||
| "O"."O_SHIPPRIORITY" | ||
| order by | ||
| "REVENUE" desc, | ||
| "O"."O_ORDERDATE" | ||
| limit 10 |
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interesting that query 14 is not producing the same result for you while for my PR with the static data it was query 21 that was not producing the same result
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The Calcite version has been bumped up between those two PRs. Possibly that has made a difference.
I notice that with larger scale factors more failure start to appear. I suspect this might be due to resource constraints in the containerized test environment so stuck to a small scale factor. It might also be that a larger variety of data shows up edge case failures.