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feat: Add LRU cache alongside redis #6

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Jun 25, 2024
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2 changes: 1 addition & 1 deletion package.json
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
"rimraf": "^5.0.5",
"tsconfig": "workspace:*",
"tsup": "^7.2.0",
"turbo": "latest"
"turbo": "^1.13.4"
},
"packageManager": "[email protected]",
"name": "explorer-kit"
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1 change: 1 addition & 0 deletions packages/explorerkit-server/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -50,6 +50,7 @@
"bs58": "^5.0.0",
"dotenv": "^16.4.5",
"express": "^4.18.2",
"lru-cache": "^10.2.2",
"prom-client": "^15.1.0",
"redis": "^4.6.14",
"vite": "^5.2.13",
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Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,24 @@ import { decodeProgramError } from "@/components/decoders/errors";
import { loadAllIdls } from "@/components/idls";

vi.mock("@/core/shared-dependencies", (loadActual) => {
class MultiCacheMock {
private data: Record<string, string> = {};

async get(key: string) {
return this.data[key] || null;
}

async multiGet(keys: string[]) {
return keys.map((key) => this.data[key] || null);
}

async set(key: string, value: string) {
this.data[key] = value;
}
}

const deps = {
cache: new Map(),
cache: new MultiCacheMock(),
};

return {
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4 changes: 2 additions & 2 deletions packages/explorerkit-server/src/components/decoders/errors.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
import { ParserType } from "@solanafm/explorer-kit";
import { checkIfErrorsParser, ParserType } from "@solanafm/explorer-kit";

import { IdlsMap } from "@/components/idls";
import { ProgramError } from "@/types";
Expand All @@ -18,7 +18,7 @@ export function decodeProgramError(idls: IdlsMap, programError: ProgramError): P
const hexErrorCode = `0x${programError.errorCode.toString(16)}`;
const errorParser = parser.createParser(ParserType.ERROR);

if (!errorParser || !("parseError" in errorParser)) {
if (!errorParser || !checkIfErrorsParser(errorParser)) {
return programError;
}

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Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,24 @@ import { decodeInstruction } from "@/components/decoders/instructions";
import { loadAllIdls } from "@/components/idls";

vi.mock("@/core/shared-dependencies", (loadActual) => {
class MultiCacheMock {
private data: Record<string, string> = {};

async get(key: string) {
return this.data[key] || null;
}

async multiGet(keys: string[]) {
return keys.map((key) => this.data[key] || null);
}

async set(key: string, value: string) {
this.data[key] = value;
}
}

const deps = {
cache: new Map(),
cache: new MultiCacheMock(),
};

return {
Expand Down
Original file line number Diff line number Diff line change
@@ -1,10 +1,10 @@
import { ParserType } from "@solanafm/explorer-kit";
import { checkIfInstructionParser, ParserType } from "@solanafm/explorer-kit";
import { Buffer } from "buffer";

import { IdlsMap } from "@/components/idls";
import { Instruction, TopLevelInstruction } from "@/types";

export async function decodeInstruction(idls: IdlsMap, instruction: Instruction): Promise<Instruction> {
export function decodeInstruction(idls: IdlsMap, instruction: Instruction): Instruction {
const programId = instruction.programId.toString();
let parsedInstruction = {
programId: programId.toString(),
Expand All @@ -20,7 +20,7 @@ export async function decodeInstruction(idls: IdlsMap, instruction: Instruction)
}
let instructionParser = parser.createParser(ParserType.INSTRUCTION);

if (!instructionParser || !("parseInstructions" in instructionParser)) {
if (!instructionParser || !checkIfInstructionParser(instructionParser)) {
return parsedInstruction; // Short-circuit without decodedData parser can't be created
}

Expand Down
13 changes: 9 additions & 4 deletions packages/explorerkit-server/src/components/idls.ts
Original file line number Diff line number Diff line change
Expand Up @@ -9,21 +9,26 @@ const IDL_CACHE_TTL = 3600; // one hour

export async function loadAllIdls(programIds: string[]): Promise<IdlsMap> {
const idls: IdlsMap = new Map();

if (programIds.length === 0) {
return idls;
}

const cache = getSharedDep("cache");
const cachedIdls = await Promise.allSettled(programIds.map((id) => cache.get(id)));
const cachedIdls = await cache.multiGet(programIds, IDL_CACHE_TTL);

await Promise.allSettled(
cachedIdls.map(async (res, i) => {
const programId = programIds[i]!;
Comment on lines 20 to 22
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Why do we run allSettled on an awaited Promise<(string | null)[]>?

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It is mostly because missing idls need to make an RPC call to solana-fm to retrieve and store that in the cache. See line below:

const idl = await getProgramIdl(programId);


if (res.status === "fulfilled" && res.value) {
const idl = deserializeIdl(res.value);
if (res) {
const idl = deserializeIdl(res);
idls.set(programId, idl && new SolanaFMParser(idl, programId));
return;
}

const idl = await getProgramIdl(programId);
void cache.set(programId, serializeIdl(idl), { EX: IDL_CACHE_TTL });
void cache.set(programId, serializeIdl(idl), IDL_CACHE_TTL);
idls.set(programId, idl && new SolanaFMParser(idl, programId));
})
);
Expand Down
130 changes: 90 additions & 40 deletions packages/explorerkit-server/src/core/cache.ts
Original file line number Diff line number Diff line change
@@ -1,58 +1,108 @@
import { LRUCache } from "lru-cache";
import { Gauge } from "prom-client";
import { createClient, RedisClientType } from "redis";

import { register } from "@/components/metrics";
import { config } from "@/core/config";
import { onTeardown } from "@/utils/teardown";

export async function createCache(): Promise<RedisClientType> {
const client = createClient({
url: config.REDIS_URL,
});
const LRU_CACHE_MAX_ITEMS_COUNT = 100;
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We could probably bump this to 1000 without any problems right?

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Size of IDL is quite big, but I think node would be fine even with that.
btw I've tested that even a LRU cache of 100 items is going to decrease redis call rate by >90%

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@kimpers kimpers Jun 25, 2024

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Size of IDL is quite big, but I think node would be fine even with that. btw I've tested that even a LRU cache of 100 items is going to decrease redis call rate by >90%

Ahh nice! 👍 I'm fine with either 100 or 1000 then


await client.connect();
type CacheMetricGauges = {
redisHits: Gauge<string>;
lruHits: Gauge<string>;
misses: Gauge<string>;
};

onTeardown(async () => {
await client.disconnect();
});
class MultiCache {
constructor(
private redis: RedisClientType,
private lruCache: LRUCache<string, string>,
private guages: CacheMetricGauges
) {}

return instrumentClient(client as RedisClientType);
}
async multiGet(keys: string[], ttlInS: number = 0): Promise<(string | null)[]> {
const items: Record<string, string | null> = {};
const missingLruKeys: string[] = [];

const instrumentClient = (client: RedisClientType): RedisClientType => {
const hitsGauge = new Gauge({
name: "cache_hits_total",
help: "Total number of cache hits",
registers: [register],
});
for (const key of keys) {
const value = this.lruCache.get(key);

const missesGauge = new Gauge({
name: "cache_misses_total",
help: "Total number of cache misses",
registers: [register],
});

return new Proxy(client, {
get(target, prop, receiver) {
if (prop === "get") {
return async (key: string) => {
const value = await target.get(key);
if (value) {
items[key] = value;
this.guages.lruHits.inc();
} else {
missingLruKeys.push(key);
}
}

if (value) {
hitsGauge.inc();
} else {
missesGauge.inc();
}
if (missingLruKeys.length > 0) {
const redisItems = await this.redis.mGet(missingLruKeys);

return value;
};
for (const [i, maybeIdl] of redisItems.entries()) {
const key = missingLruKeys[i]!;
items[key] = maybeIdl;
if (maybeIdl) {
this.guages.redisHits.inc();
this.lruCache.set(key, maybeIdl, {
ttl: ttlInS * 1000,
});
} else {
this.guages.misses.inc();
}
}
}

const value = Reflect.get(target, prop, receiver);
return keys.map((key) => items[key] ?? null);
}

if (typeof value === "function") {
return value.bind(target);
}
},
async set(key: string, value: string, ttlInS: number = 0): Promise<void> {
this.lruCache.set(key, value, {
ttl: ttlInS * 1000,
});

await this.redis.set(key, value, {
EX: ttlInS,
});
}

async teardown() {
await this.redis.disconnect();
}
}

export async function createCache(): Promise<MultiCache> {
const redisClient = createClient({
url: config.REDIS_URL,
});
};
await redisClient.connect();

const lruCache = new LRUCache<string, string>({
max: LRU_CACHE_MAX_ITEMS_COUNT,
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We should use the same ttl for the in-memory cache as redis

updateAgeOnGet: true,
});

const multiCache = new MultiCache(redisClient as RedisClientType, lruCache, {
redisHits: new Gauge({
name: "redis_cache_hits_total",
help: "Total number of redis cache hits",
registers: [register],
}),
lruHits: new Gauge({
name: "lru_cache_hits_total",
help: "Total number of lru-cache hits",
registers: [register],
}),
misses: new Gauge({
name: "cache_misses_total",
help: "Total number of cache misses",
registers: [register],
}),
});

onTeardown(async () => {
await multiCache.teardown();
});

return multiCache;
}
18 changes: 17 additions & 1 deletion packages/explorerkit-server/src/server.test.ts
Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,24 @@ import { describe, expect, it, vi } from "vitest";
import { app } from "@/server";

vi.mock("@/core/shared-dependencies", (loadActual) => {
class MultiCacheMock {
private data: Record<string, string> = {};

async get(key: string) {
return this.data[key] || null;
}

async multiGet(keys: string[]) {
return keys.map((key) => this.data[key] || null);
}

async set(key: string, value: string) {
this.data[key] = value;
}
}

const deps = {
cache: new Map(),
cache: new MultiCacheMock(),
};

return {
Expand Down
28 changes: 20 additions & 8 deletions packages/explorerkit-server/src/server.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
import { AccountParserInterface, ParserType } from "@solanafm/explorer-kit";
import { checkIfAccountParser, ParserType } from "@solanafm/explorer-kit";
import bodyParser from "body-parser";
import express, { Express, Request, Response } from "express";
import { collectDefaultMetrics } from "prom-client";
Expand Down Expand Up @@ -76,7 +76,13 @@ app.post("/decode/accounts", responseDurationMiddleware, async (req: Request, re
}

// Parse the account
let accountParser = parser.createParser(ParserType.ACCOUNT) as AccountParserInterface;
const accountParser = parser.createParser(ParserType.ACCOUNT);

if (!accountParser || !checkIfAccountParser(accountParser)) {
decodedAccounts.push({ decodedData: null });
continue;
}

const decodedData = accountParser.parseAccount(account.data);
decodedAccounts.push({
decodedData: decodedData
Expand All @@ -96,7 +102,9 @@ const decodeErrorsSchema = z.object({
errors: z.array(
z
.object({
programId: z.string(),
programId: z.string().refine(isValidBase58, {
message: "error.programId is not a valid base58 string",
}),
errorCode: z.coerce.number().nullable().optional(),
})
.nullable()
Expand Down Expand Up @@ -132,13 +140,17 @@ const decodeInstructionsSchema = z.object({
.array(
z.object({
topLevelInstruction: z.object({
programId: z.string(),
programId: z.string().refine(isValidBase58, {
message: "topLevelInstruction.programId is not a valid base58 string",
}),
encodedData: z.string(),
accountKeys: z.array(z.string()),
}),
flattenedInnerInstructions: z.array(
z.object({
programId: z.string(),
programId: z.string().refine(isValidBase58, {
message: "flattenedInnerInstructions.programId is not a valid base58 string",
}),
encodedData: z.string(),
accountKeys: z.array(z.string()),
})
Expand Down Expand Up @@ -174,11 +186,11 @@ app.post("/decode/instructions", responseDurationMiddleware, async (req: Request

for (const instruction of transactionInstructions) {
// First decode top level ix, then all nested ixs
const decodedTopLevelInstruction = await decodeInstruction(idls, instruction.topLevelInstruction);
const decodedTopLevelInstruction = decodeInstruction(idls, instruction.topLevelInstruction);
const decodedInnerInstruction = [];

for (const innerInstruction of instruction.flattenedInnerInstructions) {
decodedInnerInstruction.push(await decodeInstruction(idls, innerInstruction));
decodedInnerInstruction.push(decodeInstruction(idls, innerInstruction));
}

decodedTransaction.push({
Expand All @@ -191,7 +203,7 @@ app.post("/decode/instructions", responseDurationMiddleware, async (req: Request

return res.status(200).json({ decodedTransactions });
} catch (e: any) {
console.error("failed to decode instructions", e);
console.error("failed to decode instructions", e, JSON.stringify(data));
return res.status(500).json({ error: e.message });
}
});
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -87,7 +87,6 @@ export const createShankTokenAccount: (idlItem: IdlItem) => AccountParserInterfa

return null;
} catch (error) {
console.error(error);
return null;
}
};
Expand Down
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