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benchmarks #7

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32 changes: 32 additions & 0 deletions benchmarks/message-store-benchmark-runner.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
import { CozoClosableAdapter } from '../src/adapters/cozo-closable-adapter.js';
import { MessageStoreCozo } from '../src/message-store-cozo.js';
import { runMessageStoreBenchmark } from './message-store-benchmark.js';

import { MessageStoreLevel } from '@tbd54566975/dwn-sdk-js/dist/esm/src/store/message-store-level.js';

const rocksdb = new CozoClosableAdapter('rocksdb', './rocksdb');
const results = {};

const rocksMessageStore = new MessageStoreCozo(rocksdb);
const rocksResults = await runMessageStoreBenchmark(rocksMessageStore);
results['rocksdb'] = rocksResults;
const mem = new CozoClosableAdapter('mem');
const memMessageStore = new MessageStoreCozo(mem);
const memResults = await runMessageStoreBenchmark(memMessageStore);
results['mem'] = memResults;
const sqliteCozo = new CozoClosableAdapter('sqlite', './test.db');
const sqliteMessageStore = new MessageStoreCozo(sqliteCozo);
const sqliteResults = await runMessageStoreBenchmark(sqliteMessageStore);
results['sqlite'] = sqliteResults;

const messageStore = new MessageStoreLevel({
blockstoreLocation : 'BENCHMARK-BLOCK',
indexLocation : 'BENCHMARK-INDEX',
});
const levelResults = await runMessageStoreBenchmark(messageStore);
results['level'] = levelResults;

console.log(JSON.stringify(results, null, 2));



294 changes: 294 additions & 0 deletions benchmarks/message-store-benchmark.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,294 @@

import { GenericMessage, MessageStore, SortDirection } from '@tbd54566975/dwn-sdk-js';
import { TestDataGenerator } from '@tbd54566975/dwn-sdk-js/dist/esm/tests/utils/test-data-generator.js';
import { Time } from '@tbd54566975/dwn-sdk-js/dist/esm/src/utils/time.js';

interface BenchMarkResults {
create: number;
clearBefore: number;
put: number;
paginationSmallSubset: number;
paginationSmallSubsetDesc: number;
paginationLargeSubset: number;
paginationNonOwner: number;
paginationDescNonOwner: number;
querySmallSetEqual: number;
queryRange: number;
queryEqual: number;
queryMultipleEqual: number;
queryGTRange: number;
queryLTRange: number;
queryMultipleRange: number;
clearAfter: number;
}

export const runMessageStoreBenchmark = async (messageStore: MessageStore , items: number = 10_000): Promise<BenchMarkResults> => {
const tenant = 'did:xyz:alice';
const benchMarkResults:BenchMarkResults = {
create : 0,
clearBefore : 0,
put : 0,
paginationSmallSubset : 0,
paginationSmallSubsetDesc : 0,
paginationLargeSubset : 0,
paginationNonOwner : 0,
paginationDescNonOwner : 0,
querySmallSetEqual : 0,
queryRange : 0,
queryEqual : 0,
queryMultipleEqual : 0,
queryGTRange : 0,
queryLTRange : 0,
queryMultipleRange : 0,
clearAfter : 0
};
console.log('message store benchmarks');

// pre-generate messages
const insertMessages = Array(items).fill(0).map((_,i) => {
// random schema from 1-5
const schemaId = Math.floor(Math.random() * 5) + 1;
const schema = `schema${schemaId}`;

//random protocol from 1-10
const protocolId = Math.floor(Math.random() * 9);
const protocol = `proto${protocolId}`;

const bobId = i % 25;
const recipient = `bob${bobId + 1}`;
const author = i % 50 === 0 ? 'bob1' : 'alice';
const published = i % 100 === 0 ? true : false;

let year;
const mod = i % 3;
switch (mod) {
case 0:
year = 2022;
break;
case 1:
year = 2023;
break;
default:
year = 2024;
}

const messageTimestamp = TestDataGenerator.randomTimestamp({ year });
const dateCreated = TestDataGenerator.randomTimestamp({ year });
const message = {
descriptor: {
interface : 'Records',
method : 'Write',
messageTimestamp
}
};
const indexes = {
...message.descriptor,
schema,
protocol,
dateCreated,
recipient,
author,
published,
};
return { message, indexes };
});

// create
const createStart = Date.now();
await messageStore.open();
const createEnd = Date.now();
benchMarkResults.create = createEnd - createStart;
console.log('\tcreate\t\t\t\t:', createEnd - createStart, 'ms');

// clear - before

const clearBeforeStart = Date.now();
await messageStore.clear();
const clearBeforeEnd = Date.now();
console.log('\tclear - before\t\t\t:', clearBeforeEnd - clearBeforeStart, 'ms');
benchMarkResults.clearBefore = clearBeforeEnd - clearBeforeStart;

// put
const putStart = Date.now();
await Promise.all(insertMessages.map(({ message, indexes }) => messageStore.put(tenant, message, indexes)));
const putEnd = Date.now();
console.log('\tput\t\t\t\t:', putEnd - putStart, 'ms');
benchMarkResults.put = putEnd - putStart;

const firstDayOf2024 = Time.createTimestamp({ year: 2024, month: 1, day: 1 });

// advanced query
const ascOrder = { messageTimestamp: SortDirection.Ascending };
const descOrder = { messageTimestamp: SortDirection.Descending };

// paginate 10 pages of 20 results for a specific schema
// note: published: true is a smaller subset so will perform better if index optimizes for equality filter
let page = 0;
let cursor:string | undefined = undefined;
let messages:GenericMessage[] = [];
let results:GenericMessage[] = [];
const paginationStart = Date.now();
while (page < 10) {
page++;
({ messages, cursor } = await messageStore.query(tenant, [
{ published: true, schema: 'schema2', protocol: 'proto6' }
], ascOrder, { limit: 20, cursor } ));
results.push(...messages);
if (cursor === undefined) {
break;
}
}
const paginationEnd = Date.now();
console.log('\tpagination small subset\t\t:', paginationEnd - paginationStart, 'ms', 'results ', results.length);
benchMarkResults.paginationSmallSubset = paginationEnd - paginationStart;

// descending order
results = [];
page = 0;
cursor = undefined;
const paginationDescStart = Date.now();
while (page < 10) {
page++;
({ messages, cursor } = await messageStore.query(tenant, [
{ published: true, schema: 'schema2', protocol: 'proto6' }
], descOrder, { limit: 20, cursor } ));
results.push(...messages);
if (cursor === undefined) {
break;
}
}
const paginationDescEnd = Date.now();
console.log('\tpagination small subset des\t:', paginationDescEnd - paginationDescStart, 'ms', ' results', results.length);
benchMarkResults.paginationSmallSubsetDesc = paginationDescEnd - paginationDescStart;

// filter for a larger result set.
results = [];
page = 0;
cursor = undefined;
const paginationLargeStart = Date.now();
while (page < 10) {
page++;
({ messages, cursor } = await messageStore.query(tenant, [
{ published: true, schema: 'schema2', protocol: 'proto6' },
{ published: false, schema: 'schema2', protocol: 'proto6' }
], ascOrder, { limit: 20, cursor } ));
results.push(...messages);
if (cursor === undefined) {
break;
}
}
const paginationLargeEnd = Date.now();
console.log('\tpagination large subset\t\t:', paginationLargeEnd - paginationLargeStart, 'ms', ' results', results.length);
benchMarkResults.paginationLargeSubset = paginationLargeEnd - paginationLargeStart;

// ascending multiple filters. similar to non-owner query
results = [];
page = 0;
cursor = undefined;
const paginationNonOwnerStart = Date.now();
while (page < 10) {
page++;
({ messages, cursor } = await messageStore.query(tenant, [
{ schema: 'schema2', published: false, author: 'bob1', protocol: 'proto6' },
{ schema: 'schema2', published: true, protocol: 'proto6' },
{ schema: 'schema2', published: false, recipient: 'bob1', protocol: 'proto6' },
], ascOrder, { limit: 20, cursor } ));
results.push(...messages);
if (cursor === undefined) {
break;
}
}
const paginationNonOwnerEnd = Date.now();
console.log('\tpagination non owner\t\t:', paginationNonOwnerEnd - paginationNonOwnerStart, 'ms', ' results', results.length);
benchMarkResults.paginationNonOwner = paginationNonOwnerEnd - paginationNonOwnerStart;

// descending multiple filters. similar to non-owner query
results = [];
page = 0;
cursor = undefined;
const paginationDescNonOwnerStart = Date.now();
while (page < 10) {
page++;
({ messages, cursor } = await messageStore.query(tenant, [
{ schema: 'schema2', published: false, author: 'bob1', protocol: 'proto6' },
{ schema: 'schema2', published: true, protocol: 'proto6' },
{ schema: 'schema2', published: false, recipient: 'bob1', protocol: 'proto6' },
], descOrder, { limit: 20, cursor } ));
results.push(...messages);
if (cursor === undefined) {
break;
}
}
const paginationDescNonOwnerEnd = Date.now();
console.log('\tpagination desc non owner\t:', paginationDescNonOwnerEnd - paginationDescNonOwnerStart, 'ms', ' results', results.length);
benchMarkResults.paginationDescNonOwner = paginationDescNonOwnerEnd - paginationDescNonOwnerStart;

const smallResultSetStart = Date.now();
({ messages } = await messageStore.query(tenant, [{ published: true, recipient: 'bob1' }]));
const smallResultSetEnd = Date.now();
console.log('\tquery asc - small set equal\t:', smallResultSetEnd - smallResultSetStart, 'ms');
console.log('\t\tresults count\t\t:', messages.length);
benchMarkResults.querySmallSetEqual = smallResultSetEnd - smallResultSetStart;

const lastDayOf2022 = Time.createTimestamp({ year: 2022, month: 12, day: 31 });
const lastDayOf2023 = Time.createTimestamp({ year: 2023, month: 12, day: 31 });
const queryRangeStart = Date.now();
({ messages } = await messageStore.query(tenant, [{
dateCreated: { gt: lastDayOf2022, lt: lastDayOf2023 }
}]));
const queryRangeEnd = Date.now();
console.log('\tquery - range\t\t\t:', queryRangeEnd - queryRangeStart, 'ms');
console.log('\t\tresults count\t\t:', messages.length);
benchMarkResults.queryRange = queryRangeEnd - queryRangeStart;

// larger result set
const queryEqualStart = Date.now();
({ messages } = await messageStore.query(tenant, [{ schema: 'schema2' }]));
const queryEqualEnd = Date.now();
console.log('\tquery - equal\t\t\t:', queryEqualEnd - queryEqualStart, 'ms');
console.log('\t\tresults count\t\t:', messages.length);
benchMarkResults.queryEqual = queryEqualEnd - queryEqualStart;
// multiple queries
const multipleEqualStart = Date.now();
({ messages } = await messageStore.query(tenant, [{ schema: ['schema2', 'schema1'] }, { published: true }]));
const multipleEqualEnd = Date.now();
console.log('\tquery - multiple equal\t\t:', multipleEqualEnd - multipleEqualStart, 'ms');
console.log('\t\tresults count\t\t:', messages.length);
benchMarkResults.queryMultipleEqual = multipleEqualEnd - multipleEqualStart;

//range queries
// gt
const queryGTRangeStart = Date.now();
({ messages } = await messageStore.query(tenant, [{
dateCreated: { gt: lastDayOf2022 }
}]));
const queryGTRangeEnd = Date.now();
console.log('\tquery - gt range\t\t:', queryGTRangeEnd - queryGTRangeStart, 'ms');
console.log('\t\tresults count\t\t:', messages.length);
benchMarkResults.queryGTRange = queryGTRangeEnd - queryGTRangeStart;
// lt
const queryLTRangeStart = Date.now();
({ messages } = await messageStore.query(tenant, [{
dateCreated: { lt: lastDayOf2022 }
}]));
const queryLTRangeEnd = Date.now();
console.log('\tquery - lt range\t\t:', queryLTRangeEnd - queryLTRangeStart, 'ms');
console.log('\t\tresults count\t\t:', messages.length);
benchMarkResults.queryLTRange = queryLTRangeEnd - queryLTRangeStart;
// query - range multiple
const multipleRangeStart = Date.now();
({ messages } = await messageStore.query(tenant, [
{ dateCreated: { gt: lastDayOf2022 } },
{ dateCreated: { lt: firstDayOf2024, gt: lastDayOf2023 } },
]));
const multipleRangeEnd = Date.now();
console.log('\tquery - multiple range\t\t:', multipleRangeEnd - multipleRangeStart, 'ms');
console.log('\t\tresults count\t\t:', messages.length);
benchMarkResults.queryMultipleRange = multipleRangeEnd - multipleRangeStart;
// clear - after
const clearAfterStart = Date.now();
await messageStore.clear();
const clearAfterEnd = Date.now();
console.log('\tclear - after\t\t\t:', clearAfterEnd - clearAfterStart, 'ms');
return benchMarkResults;
};
6 changes: 5 additions & 1 deletion package.json
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
{
"name": "dwn-cozo-store",
"version": "0.0.2",
"version": "0.0.3",
"type": "module",
"description": "dwn cozo store ",
"repository": {
Expand All @@ -17,6 +17,10 @@
"require": "./dist/cjs/main.js",
"types": "./dist/types/src/main.d.ts"
},
"files": [
"dist",
"src"
],
"react-native": "./dist/esm/src/main.js",
"scripts": {
"build:esm": "yarn run clean & tsc",
Expand Down
2 changes: 1 addition & 1 deletion tsconfig.json
Original file line number Diff line number Diff line change
Expand Up @@ -17,5 +17,5 @@
"esModuleInterop": true,
"strictNullChecks": true
},
"include": ["./src"],
"include": ["./src", "./tests"],
}