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query-optimizer.test.ts
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637 lines (587 loc) · 21.3 KB
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import { test, expect, vi, afterEach } from "vitest";
import { assert, assertDefined, normalizeQuery } from "./test-utils.ts";
import { PostgreSqlContainer } from "@testcontainers/postgresql";
import { QueryOptimizer } from "./query-optimizer.ts";
import { ConnectionManager } from "../sync/connection-manager.ts";
import { Connectable } from "../sync/connectable.ts";
import { setTimeout } from "node:timers/promises";
import { type OptimizedQuery, RecentQuery } from "../sql/recent-query.ts";
test("controller syncs correctly", async () => {
const pg = await new PostgreSqlContainer("postgres:17")
.withCopyContentToContainer([
{
content: `
create table testing(a int, b text);
insert into testing (a, b) values (1, 'hello');
create index "testing_index" on testing(b);
-- normally should be in another db but
-- this makes testing much faster
create extension pg_stat_statements;
select * from testing where a = 10;
select * from testing where b = 'c';
select * from testing where b > 'a';
select * from testing where b < 'b';
select * from pg_index where 1 = 1;
select * from pg_class where relname > 'example' /* @qd_introspection */;
`,
target: "/docker-entrypoint-initdb.d/init.sql",
},
])
.withCommand([
"-c",
"shared_preload_libraries=pg_stat_statements",
"-c",
"autovacuum=off",
"-c",
"track_counts=off",
"-c",
"track_io_timing=off",
"-c",
"track_activities=off",
])
.start();
const manager = ConnectionManager.forLocalDatabase();
const conn = Connectable.fromString(pg.getConnectionUri());
const optimizer = new QueryOptimizer(manager, conn);
const expectedImprovements = ["SELECT * FROM testing WHERE a = $1;"];
const expectedNoImprovements = [
"SELECT * FROM testing WHERE b = $1;",
"SELECT * FROM testing WHERE b > $1;",
"SELECT * FROM testing WHERE b < $1;",
];
let improvements: string[] = [];
let noImprovements: string[] = [];
optimizer.addListener("error", (query, error) => {
console.error("error when running query", query);
throw error;
});
optimizer.addListener("improvementsAvailable", (query) => {
improvements.push(normalizeQuery(query.query));
});
optimizer.addListener("noImprovements", (query) => {
noImprovements.push(normalizeQuery(query.query));
});
const connector = manager.getConnectorFor(conn);
try {
const recentQueries = await connector.getRecentQueries();
const includedQueries = await optimizer.start(recentQueries, {
kind: "fromStatisticsExport",
source: { kind: "inline" },
stats: [{
tableName: "testing",
schemaName: "public",
relpages: 56,
reltuples: 100_000,
relallvisible: 1,
columns: [{
columnName: "a",
stats: null,
attlen: null,
}, {
columnName: "b",
stats: null,
attlen: null,
}],
indexes: [{
indexName: "testing_index",
relpages: 2,
reltuples: 10000,
relallvisible: 1,
amname: "btree",
columns: [{
attlen: 8
}],
fillfactor: 0.9,
}],
}],
});
// should ignore the query with
expect(
includedQueries.every((q) =>
!q.query.startsWith("select * from pg_class where relname > $1")
),
"Optimizer did not ignore a query with @qd_introspection",
).toBeTruthy();
expect(
includedQueries.every((q) =>
!q.query.startsWith("select * from pg_index where $1 = $2")
),
"Optimizer did not ignore a system query",
).toBeTruthy();
await setTimeout(1_000);
expect(expectedImprovements).toEqual(expect.arrayContaining(improvements));
expect(expectedNoImprovements).toEqual(expect.arrayContaining(noImprovements));
improvements = [];
noImprovements = [];
await optimizer.addQueries([
new RecentQuery(
{
calls: "0",
formattedQuery: "select * from testing where a >= $1;",
meanTime: 100,
query: "select * from testing where a >= $1;",
rows: "1",
topLevel: true,
username: "test",
},
[{ table: "testing" }],
[{
parts: [{ text: "a", quoted: false }],
frequency: 1,
ignored: false,
position: { start: 1, end: 2 },
representation: "a",
}],
[],
[],
0 as any,
1,
),
]);
expect(
[...expectedImprovements, "select * from testing where a >= $1;"],
).toEqual(expect.arrayContaining(improvements));
expect(expectedNoImprovements).toEqual(expect.arrayContaining(noImprovements));
console.log("improvements 1", improvements);
console.log("no improvements 1", noImprovements);
await optimizer.start(recentQueries, {
kind: "fromStatisticsExport",
source: { kind: "inline" },
stats: [{
tableName: "testing",
schemaName: "public",
relpages: 1,
reltuples: 100000,
relallvisible: 1,
columns: [{
columnName: "a",
stats: null,
attlen: 8,
}, {
columnName: "b",
stats: null,
attlen: 8,
}],
indexes: [{
indexName: "testing_index",
relpages: 2,
reltuples: 10000,
relallvisible: 1,
amname: "btree",
columns: [{ attlen: 8 }],
fillfactor: 0.9,
}],
}],
});
await setTimeout(2_000);
console.log("improvements", improvements);
console.log("no improvements", noImprovements);
} finally {
optimizer.stop();
await manager.closeAll();
await pg.stop();
}
});
test("disabling an index removes it from indexesUsed and recommends it", async () => {
const pg = await new PostgreSqlContainer("postgres:17")
.withCopyContentToContainer([
{
content: `
create table users(id int, email text);
insert into users (id, email) select i, 'user' || i || '@example.com' from generate_series(1, 1000) i;
create index "users_email_idx" on users(email);
create extension pg_stat_statements;
select * from users where email = 'test@example.com';
`,
target: "/docker-entrypoint-initdb.d/init.sql",
},
])
.withCommand([
"-c",
"shared_preload_libraries=pg_stat_statements",
"-c",
"autovacuum=off",
"-c",
"track_counts=off",
"-c",
"track_io_timing=off",
"-c",
"track_activities=off",
])
.start();
const manager = ConnectionManager.forLocalDatabase();
const conn = Connectable.fromString(pg.getConnectionUri());
const optimizer = new QueryOptimizer(manager, conn);
const connector = manager.getConnectorFor(conn);
const statsMode = {
kind: "fromStatisticsExport" as const,
source: { kind: "inline" as const },
stats: [{
tableName: "users",
schemaName: "public",
relpages: 10000,
reltuples: 10_000_000,
relallvisible: 1,
columns: [
{ columnName: "id", stats: null, attlen: null },
{ columnName: "email", stats: null, attlen: null },
],
indexes: [{
indexName: "users_email_idx",
relpages: 100,
reltuples: 10_000_000,
relallvisible: 1,
amname: "btree",
fillfactor: 0.9,
columns: [{ attlen: null }],
}],
}],
};
try {
const recentQueries = await connector.getRecentQueries();
const emailQuery = recentQueries.find((q) =>
q.query.includes("email") && q.query.includes("users")
);
assertDefined(emailQuery, "Expected to find email query in recent queries");
await optimizer.start([emailQuery], statsMode);
await optimizer.finish;
const queriesAfterFirstRun = optimizer.getQueries();
const emailQueryResult = queriesAfterFirstRun.find((q) =>
q.query.includes("email")
);
assertDefined(emailQueryResult, "Expected email query in results");
assert(
emailQueryResult.optimization.state === "no_improvement_found",
`Expected no_improvement_found but got ${emailQueryResult.optimization.state}`,
);
expect(emailQueryResult.optimization.indexesUsed).toEqual(expect.arrayContaining(["users_email_idx"]));
const costWithIndex = emailQueryResult.optimization.cost;
const { PgIdentifier } = await import("@query-doctor/core");
optimizer.toggleIndex(PgIdentifier.fromString("users_email_idx"));
const disabledIndexes = optimizer.getDisabledIndexes();
expect(
disabledIndexes.some((i) => i.toString() === "users_email_idx"),
"Expected users_email_idx to be disabled",
).toBeTruthy();
await optimizer.addQueries([emailQuery]);
await optimizer.finish;
const queriesAfterToggle = optimizer.getQueries();
const emailQueryAfterToggle = queriesAfterToggle.find((q) =>
q.query.includes("email")
);
assertDefined(emailQueryAfterToggle, "Expected email query after toggle");
assert(
emailQueryAfterToggle.optimization.state === "improvements_available",
`Expected improvements_available after toggle but got ${emailQueryAfterToggle.optimization.state}`,
);
expect(emailQueryAfterToggle.optimization.indexesUsed).not.toContain("users_email_idx");
expect(emailQueryAfterToggle.optimization.cost).toBeGreaterThan(costWithIndex);
const recommendations =
emailQueryAfterToggle.optimization.indexRecommendations;
expect(
recommendations.some((r) =>
r.columns.some((c) => c.column === "email")
),
"Expected recommendation for email column after disabling the index",
).toBeTruthy();
// Verify explainPlan doesn't show the disabled index being used
const explainPlanAfterToggle =
emailQueryAfterToggle.optimization.explainPlan;
assertDefined(explainPlanAfterToggle, "Expected explainPlan to be present");
const explainStr = JSON.stringify(explainPlanAfterToggle);
expect(explainStr).not.toContain("users_email_idx");
} finally {
optimizer.stop();
await manager.closeAll();
await pg.stop();
}
});
test("hypertable optimization includes index recommendations", async () => {
const pg = await new PostgreSqlContainer(
"timescale/timescaledb:latest-pg16",
)
.withCopyContentToContainer([
{
content: `
CREATE EXTENSION IF NOT EXISTS timescaledb;
CREATE EXTENSION IF NOT EXISTS pg_stat_statements;
CREATE TABLE air_quality_sensors (
id SERIAL PRIMARY KEY,
name TEXT NOT NULL,
location_type TEXT NOT NULL
);
CREATE TABLE air_quality_readings (
time TIMESTAMPTZ NOT NULL,
sensor_id INT NOT NULL REFERENCES air_quality_sensors(id),
aqi INT NOT NULL,
pm25_ugm3 NUMERIC,
pm10_ugm3 NUMERIC
);
SELECT create_hypertable('air_quality_readings', 'time');
INSERT INTO air_quality_sensors (name, location_type) VALUES ('sensor1', 'outdoor');
-- Insert enough data to make the optimizer recommend indexes
INSERT INTO air_quality_readings (time, sensor_id, aqi, pm25_ugm3, pm10_ugm3)
SELECT
NOW() - (i || ' minutes')::interval,
1,
50 + (i % 100),
10.0 + (i % 50),
20.0 + (i % 50)
FROM generate_series(1, 1000) AS i;
-- Run the query we want to optimize (simple conditions to avoid parameterized interval issues)
SELECT aqs.name AS sensor_name, aqs.location_type, aqr.time, aqr.aqi, aqr.pm25_ugm3, aqr.pm10_ugm3
FROM air_quality_readings aqr
JOIN air_quality_sensors aqs ON aqs.id = aqr.sensor_id
WHERE aqr.aqi > 100
ORDER BY aqr.aqi DESC
LIMIT 20;
`,
target: "/docker-entrypoint-initdb.d/init.sql",
},
])
.withCommand([
"-c",
"shared_preload_libraries=timescaledb,pg_stat_statements",
"-c",
"autovacuum=off",
"-c",
"track_counts=off",
"-c",
"track_io_timing=off",
"-c",
"track_activities=off",
])
.start();
const manager = ConnectionManager.forLocalDatabase();
const conn = Connectable.fromString(pg.getConnectionUri());
const optimizer = new QueryOptimizer(manager, conn);
const improvementsWithRecommendations: OptimizedQuery[] = [];
optimizer.addListener("error", (error, query) => {
console.error("error when running query", query.query, error);
});
optimizer.addListener("improvementsAvailable", (query) => {
improvementsWithRecommendations.push(query);
});
const connector = manager.getConnectorFor(conn);
try {
const recentQueries = await connector.getRecentQueries();
await optimizer.start(recentQueries, {
kind: "fromStatisticsExport",
source: { kind: "inline" },
stats: [
{
tableName: "air_quality_readings",
schemaName: "public",
relpages: 100,
reltuples: 100_000,
relallvisible: 1,
columns: [
{ columnName: "time", stats: null, attlen: null },
{ columnName: "sensor_id", stats: null, attlen: null },
{ columnName: "aqi", stats: null, attlen: null },
{ columnName: "pm25_ugm3", stats: null, attlen: null },
{ columnName: "pm10_ugm3", stats: null, attlen: null },
],
indexes: [],
},
{
tableName: "air_quality_sensors",
schemaName: "public",
relpages: 1,
reltuples: 100,
relallvisible: 1,
columns: [
{ columnName: "id", stats: null, attlen: null },
{ columnName: "name", stats: null, attlen: null },
{ columnName: "location_type", stats: null, attlen: null },
],
indexes: [],
},
],
});
// The bug: when improvements_available, indexRecommendations should not be empty
for (const q of improvementsWithRecommendations) {
if (q.optimization.state === "improvements_available") {
expect(q.optimization.indexRecommendations.length).toBeGreaterThan(0);
}
}
} finally {
optimizer.stop();
await manager.closeAll();
await pg.stop();
}
});
test("timed out queries are retried with exponential backoff up to maxRetries", async () => {
const pg = await new PostgreSqlContainer("postgres:17")
.withCopyContentToContainer([
{
content: `
create table slow_table(id int, data text);
insert into slow_table (id, data) select i, repeat('x', 1000) from generate_series(1, 100) i;
create extension pg_stat_statements;
select * from slow_table where id = 1;
`,
target: "/docker-entrypoint-initdb.d/init.sql",
},
])
.withCommand([
"-c",
"shared_preload_libraries=pg_stat_statements",
"-c",
"autovacuum=off",
"-c",
"track_counts=off",
"-c",
"track_io_timing=off",
"-c",
"track_activities=off",
])
.start();
const maxRetries = 2;
const queryTimeoutMs = 1;
const manager = ConnectionManager.forLocalDatabase();
const conn = Connectable.fromString(pg.getConnectionUri());
const optimizer = new QueryOptimizer(manager, conn, {
maxRetries,
queryTimeoutMs,
queryTimeoutMaxMs: 100,
});
const timeoutEvents: { query: OptimizedQuery; waitedMs: number }[] = [];
optimizer.addListener("timeout", (query, waitedMs) => {
timeoutEvents.push({ query, waitedMs });
});
const connector = manager.getConnectorFor(conn);
try {
const recentQueries = await connector.getRecentQueries();
const slowQuery = recentQueries.find((q) =>
normalizeQuery(q.query).includes("slow_table") && normalizeQuery(q.query).startsWith("SELECT")
);
assertDefined(slowQuery, "Expected to find slow_table query");
await optimizer.start([slowQuery], {
kind: "fromStatisticsExport",
source: { kind: "inline" },
stats: [{
tableName: "slow_table",
schemaName: "public",
relpages: 1000,
reltuples: 1_000_000,
relallvisible: 1,
columns: [
{ columnName: "id", stats: null, attlen: null },
{ columnName: "data", stats: null, attlen: null },
],
indexes: [],
}],
});
await optimizer.finish;
const queries = optimizer.getQueries();
const resultQuery = queries.find((q) => q.query.includes("slow_table"));
assertDefined(resultQuery, "Expected slow_table query in results");
expect(
resultQuery.optimization.state,
"Expected query to be in timeout state",
).toEqual("timeout");
if (resultQuery.optimization.state === "timeout") {
expect(
resultQuery.optimization.retries,
`Expected ${maxRetries} retries`,
).toEqual(maxRetries);
}
} finally {
optimizer.stop();
await manager.closeAll();
await pg.stop();
}
});
test("optimizer does not treat ASC index as duplicate of DESC candidate", async () => {
const pg = await new PostgreSqlContainer("postgres:17")
.withCopyContentToContainer([
{
content: `
create table orders(id int, created_at timestamp, status text);
insert into orders (id, created_at, status)
select i, now() - (i || ' days')::interval, 'pending'
from generate_series(1, 10000) i;
create index orders_multi_asc on orders(created_at asc, status asc);
create extension pg_stat_statements;
select * from orders order by created_at desc, status asc limit 10;
`,
target: "/docker-entrypoint-initdb.d/init.sql",
},
])
.withCommand([
"-c",
"shared_preload_libraries=pg_stat_statements",
"-c",
"autovacuum=off",
"-c",
"track_counts=off",
"-c",
"track_io_timing=off",
"-c",
"track_activities=off",
])
.start();
const manager = ConnectionManager.forLocalDatabase();
const conn = Connectable.fromString(pg.getConnectionUri());
const optimizer = new QueryOptimizer(manager, conn);
optimizer.addListener("error", (error, query) => {
console.error("error when running query", query.query, error);
});
const connector = manager.getConnectorFor(conn);
try {
const recentQueries = await connector.getRecentQueries();
const mixedQuery = recentQueries.find((q) =>
normalizeQuery(q.query).includes("ORDER BY created_at DESC, status ASC")
);
assertDefined(mixedQuery, "Expected to find mixed sort direction query");
await optimizer.start([mixedQuery], {
kind: "fromStatisticsExport",
source: { kind: "inline" },
stats: [{
tableName: "orders",
schemaName: "public",
relpages: 100,
reltuples: 100_000,
relallvisible: 1,
columns: [
{ columnName: "id", stats: null, attlen: null },
{ columnName: "created_at", stats: null, attlen: null },
{ columnName: "status", stats: null, attlen: null },
],
indexes: [{
indexName: "orders_multi_asc",
relpages: 50,
reltuples: 100_000,
relallvisible: 1,
amname: "btree",
fillfactor: 0.9,
columns: [{ attlen: null }, { attlen: null }],
}],
}],
});
await optimizer.finish;
const queries = optimizer.getQueries();
const result = queries.find((q) =>
normalizeQuery(q.query).includes("ORDER BY created_at DESC, status ASC")
);
assertDefined(result, "Expected to find query result");
assert(
result.optimization.state === "improvements_available",
`Expected improvements_available (ASC,ASC can't satisfy DESC,ASC via backward scan). Got: ${result.optimization.state}`,
);
const recommendations = result.optimization.indexRecommendations;
const hasMixedRecommendation = recommendations.some((r) =>
r.columns.length >= 2 &&
r.columns.some((c) => c.column === "created_at" && c.sort?.dir === "SORTBY_DESC")
);
expect(
hasMixedRecommendation,
`Expected recommendation with created_at DESC. Got: ${JSON.stringify(recommendations)}`,
).toBeTruthy();
} finally {
optimizer.stop();
await manager.closeAll();
await pg.stop();
}
});