diff --git a/.gitignore b/.gitignore index 998d7186..01050b56 100644 --- a/.gitignore +++ b/.gitignore @@ -10,3 +10,6 @@ target # These are backup files generated by rustfmt **/*.rs.bk +*.DS_STORE* +*node_modules* +*cdk.out* diff --git a/example/aws/cache-aside-dsql-lambda/README.md b/example/aws/cache-aside-dsql-lambda/README.md new file mode 100644 index 00000000..80d53c3d --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/README.md @@ -0,0 +1,44 @@ +logo + +[![project status](https://momentohq.github.io/standards-and-practices/badges/project-status-official.svg)](https://github.com/momentohq/standards-and-practices/blob/main/docs/momento-on-github.md) +[![project stability](https://momentohq.github.io/standards-and-practices/badges/project-stability-beta.svg)](https://github.com/momentohq/standards-and-practices/blob/main/docs/momento-on-github.md) + + +# Momento Rust SDK - AWS Lambda CDK Example + +This directory contains an example project defining a Rust-based AWS Lambda function that implements a cache-aside strategy when working with AWS DSQL and uses the Momento Rust SDK to interact with the Cache. + +The Lambda function is deployed using the AWS Cloud Development Kit (CDK). + +## Example Requirements + +- Follow the [installation guide](https://doc.rust-lang.org/cargo/getting-started/installation.html) to install Rust and Cargo. +- You will also need the [cargo-lambda cargo extension](https://www.cargo-lambda.info/) +- The CDK code in this repo is written in TypeScript, so you will need `Node.js` version 16 or later, and a compatible + version of `npm` installed. If you don't have these, we recommend [nodenv](https://github.com/nodenv/nodenv). +- To get started with Momento you will need a Momento API key. You can get one from the [Momento Console](https://console.gomomento.com). + +## Building and Deploying the Lambda Function + +This solution uses SQLx which requires connecting to the Database to build the `.sqlx` prepared query directory. As of this writing, working with it and DSQL is a challenge so the easiest way to get this up and running is to create a local Postgres instance in Docker, build the table there, point the DATABASE_URL at that local container, and then run the DDL queries against DSQL when done. + +To build and deploy the Lambda function, first make sure that your AWS credentials are set up properly (via env vars or ~/.aws/credentials file). Then all you need to do is run the following commands: + +```bash +cd infra +export DATABASE_URL= +export CLUSTER_ENDPOINT= +export MOMENTO_API_KEY= +cdk deploy +``` + +After the lambda is deployed, you can use the defined FunctionURL on the Lambda Function and supply and `?id=` to the URL for the Item in your database. Make sure to build a table in DSQL that matches the Rust `CacheableItem` struct definition. + +## Interesting Files in this Example + +- `infra/bin/lambda-cache-aside.ts` - this is the CDK stack that defines the Lambda function its associated resources. It uses the `RustFunction` construct from the `cargo-lambda-cdk` package. +- `rust/get-lambda/Cargo.toml` - this is the Cargo.toml file for the Lambda function. It includes the `lambda_runtime`crate as a dependency; this makes it easy to write Lambda functions in Rust +- `rust/get-lambda/src/main.rs` - this is the Rust code for the Lambda function. It uses the AWS `lambda_runtime` crate to implement the `main` function in a way that is compatible with AWS's provided Amazon Linux runtimes. + +---------------------------------------------------------------------------------------- +For more info, visit our website at [https://gomomento.com](https://gomomento.com)! diff --git a/example/aws/cache-aside-dsql-lambda/infra/bin/lambda-cache-aside.ts b/example/aws/cache-aside-dsql-lambda/infra/bin/lambda-cache-aside.ts new file mode 100644 index 00000000..730ae9e6 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/infra/bin/lambda-cache-aside.ts @@ -0,0 +1,11 @@ +#!/usr/bin/env node + +import * as cdk from 'aws-cdk-lib'; +import { LambdaCacheAsideStack } from '../lib/lambda-cache-aside-stack'; + +const app = new cdk.App(); +new LambdaCacheAsideStack(app, 'LambdaCacheAsideDSQLStack', { + env: { + region: "us-east-1" + } +}); diff --git a/example/aws/cache-aside-dsql-lambda/infra/cdk.json b/example/aws/cache-aside-dsql-lambda/infra/cdk.json new file mode 100644 index 00000000..13bd76f0 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/infra/cdk.json @@ -0,0 +1,80 @@ +{ + "app": "npx ts-node --prefer-ts-exts bin/lambda-cache-aside.ts", + "watch": { + "include": [ + "**" + ], + "exclude": [ + "README.md", + "cdk*.json", + "**/*.d.ts", + "**/*.js", + "tsconfig.json", + "package*.json", + "yarn.lock", + "node_modules", + "test" + ] + }, + "context": { + "@aws-cdk/aws-lambda:recognizeLayerVersion": true, + "@aws-cdk/core:checkSecretUsage": true, + "@aws-cdk/core:target-partitions": [ + "aws", + "aws-cn" + ], + "@aws-cdk-containers/ecs-service-extensions:enableDefaultLogDriver": true, + "@aws-cdk/aws-ec2:uniqueImdsv2TemplateName": true, + "@aws-cdk/aws-ecs:arnFormatIncludesClusterName": true, + "@aws-cdk/aws-iam:minimizePolicies": true, + "@aws-cdk/core:validateSnapshotRemovalPolicy": true, + "@aws-cdk/aws-codepipeline:crossAccountKeyAliasStackSafeResourceName": true, + "@aws-cdk/aws-s3:createDefaultLoggingPolicy": true, + "@aws-cdk/aws-sns-subscriptions:restrictSqsDescryption": true, + "@aws-cdk/aws-apigateway:disableCloudWatchRole": true, + "@aws-cdk/core:enablePartitionLiterals": true, + "@aws-cdk/aws-events:eventsTargetQueueSameAccount": true, + "@aws-cdk/aws-ecs:disableExplicitDeploymentControllerForCircuitBreaker": true, + "@aws-cdk/aws-iam:importedRoleStackSafeDefaultPolicyName": true, + "@aws-cdk/aws-s3:serverAccessLogsUseBucketPolicy": true, + "@aws-cdk/aws-route53-patters:useCertificate": true, + "@aws-cdk/customresources:installLatestAwsSdkDefault": false, + "@aws-cdk/aws-rds:databaseProxyUniqueResourceName": true, + "@aws-cdk/aws-codedeploy:removeAlarmsFromDeploymentGroup": true, + "@aws-cdk/aws-apigateway:authorizerChangeDeploymentLogicalId": true, + "@aws-cdk/aws-ec2:launchTemplateDefaultUserData": true, + "@aws-cdk/aws-secretsmanager:useAttachedSecretResourcePolicyForSecretTargetAttachments": true, + "@aws-cdk/aws-redshift:columnId": true, + "@aws-cdk/aws-stepfunctions-tasks:enableEmrServicePolicyV2": true, + "@aws-cdk/aws-ec2:restrictDefaultSecurityGroup": true, + "@aws-cdk/aws-apigateway:requestValidatorUniqueId": true, + "@aws-cdk/aws-kms:aliasNameRef": true, + "@aws-cdk/aws-autoscaling:generateLaunchTemplateInsteadOfLaunchConfig": true, + "@aws-cdk/core:includePrefixInUniqueNameGeneration": true, + "@aws-cdk/aws-efs:denyAnonymousAccess": true, + "@aws-cdk/aws-opensearchservice:enableOpensearchMultiAzWithStandby": true, + "@aws-cdk/aws-lambda-nodejs:useLatestRuntimeVersion": true, + "@aws-cdk/aws-efs:mountTargetOrderInsensitiveLogicalId": true, + "@aws-cdk/aws-rds:auroraClusterChangeScopeOfInstanceParameterGroupWithEachParameters": true, + "@aws-cdk/aws-appsync:useArnForSourceApiAssociationIdentifier": true, + "@aws-cdk/aws-rds:preventRenderingDeprecatedCredentials": true, + "@aws-cdk/aws-codepipeline-actions:useNewDefaultBranchForCodeCommitSource": true, + "@aws-cdk/aws-cloudwatch-actions:changeLambdaPermissionLogicalIdForLambdaAction": true, + "@aws-cdk/aws-codepipeline:crossAccountKeysDefaultValueToFalse": true, + "@aws-cdk/aws-codepipeline:defaultPipelineTypeToV2": true, + "@aws-cdk/aws-kms:reduceCrossAccountRegionPolicyScope": true, + "@aws-cdk/aws-eks:nodegroupNameAttribute": true, + "@aws-cdk/aws-ec2:ebsDefaultGp3Volume": true, + "@aws-cdk/aws-ecs:removeDefaultDeploymentAlarm": true, + "@aws-cdk/custom-resources:logApiResponseDataPropertyTrueDefault": false, + "@aws-cdk/aws-s3:keepNotificationInImportedBucket": false, + "@aws-cdk/aws-ecs:reduceEc2FargateCloudWatchPermissions": true, + "@aws-cdk/aws-dynamodb:resourcePolicyPerReplica": true, + "@aws-cdk/aws-ec2:ec2SumTImeoutEnabled": true, + "@aws-cdk/aws-appsync:appSyncGraphQLAPIScopeLambdaPermission": true, + "@aws-cdk/aws-rds:setCorrectValueForDatabaseInstanceReadReplicaInstanceResourceId": true, + "@aws-cdk/core:cfnIncludeRejectComplexResourceUpdateCreatePolicyIntrinsics": true, + "@aws-cdk/aws-lambda-nodejs:sdkV3ExcludeSmithyPackages": true, + "@aws-cdk/aws-stepfunctions-tasks:fixRunEcsTaskPolicy": true + } +} diff --git a/example/aws/cache-aside-dsql-lambda/infra/jest.config.js b/example/aws/cache-aside-dsql-lambda/infra/jest.config.js new file mode 100644 index 00000000..08263b89 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/infra/jest.config.js @@ -0,0 +1,8 @@ +module.exports = { + testEnvironment: 'node', + roots: ['/test'], + testMatch: ['**/*.test.ts'], + transform: { + '^.+\\.tsx?$': 'ts-jest' + } +}; diff --git a/example/aws/cache-aside-dsql-lambda/infra/lib/constructs/lambda-construct.ts b/example/aws/cache-aside-dsql-lambda/infra/lib/constructs/lambda-construct.ts new file mode 100644 index 00000000..cec33454 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/infra/lib/constructs/lambda-construct.ts @@ -0,0 +1,38 @@ +import { Effect, PolicyStatement } from "aws-cdk-lib/aws-iam"; +import { Architecture, FunctionUrlAuthType, LayerVersion } from "aws-cdk-lib/aws-lambda"; +import { RustFunction } from "cargo-lambda-cdk"; +import { Construct } from "constructs" + +export class LambdaConstruct extends Construct { + constructor(scope: Construct, id: string) { + super(scope, id); + + const select = new RustFunction(scope, 'SelectFunction', { + architecture: Architecture.ARM_64, + functionName: "cacheable-table-select-dsql", + manifestPath: '../rust/get-lambda', + memorySize: 256, + environment: { + CLUSTER_ENDPOINT: process.env.CLUSTER_ENDPOINT!, + MOMENTO_API_KEY: process.env.MOMENTO_API_KEY!, + CACHE_NAME: "CacheableTable", + RUST_LOG: 'info', + }, + }) + + select.addToRolePolicy(new PolicyStatement({ + effect: Effect.ALLOW, + actions: ["dsql:*"], + resources: ["*"] + })) + + select.addFunctionUrl({ + authType: FunctionUrlAuthType.NONE, + cors: { + allowedOrigins: ["*"] + } + }) + + + } +} diff --git a/example/aws/cache-aside-dsql-lambda/infra/lib/lambda-cache-aside-stack.ts b/example/aws/cache-aside-dsql-lambda/infra/lib/lambda-cache-aside-stack.ts new file mode 100644 index 00000000..b7bcd271 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/infra/lib/lambda-cache-aside-stack.ts @@ -0,0 +1,12 @@ +import * as cdk from 'aws-cdk-lib'; +import { Construct } from 'constructs'; +import { LambdaConstruct } from './constructs/lambda-construct'; + +export class LambdaCacheAsideStack extends cdk.Stack { + constructor(scope: Construct, id: string, props?: cdk.StackProps) { + super(scope, id, props); + + new LambdaConstruct(this, 'LambdaConstruct'); + + } +} diff --git a/example/aws/cache-aside-dsql-lambda/infra/package-lock.json b/example/aws/cache-aside-dsql-lambda/infra/package-lock.json new file mode 100644 index 00000000..2130a48e --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/infra/package-lock.json @@ -0,0 +1,5240 @@ +{ + "name": "lambda-read-aside", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + 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+dependencies = [ + "cc", + "pkg-config", +] diff --git a/example/aws/cache-aside-dsql-lambda/rust/Cargo.toml b/example/aws/cache-aside-dsql-lambda/rust/Cargo.toml new file mode 100644 index 00000000..76c4fae2 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/rust/Cargo.toml @@ -0,0 +1,7 @@ +[workspace] +members = [ + "shared", + "get-lambda" +] + +resolver = "2" diff --git a/example/aws/cache-aside-dsql-lambda/rust/get-lambda/Cargo.toml b/example/aws/cache-aside-dsql-lambda/rust/get-lambda/Cargo.toml new file mode 100644 index 00000000..35df3d8a --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/rust/get-lambda/Cargo.toml @@ -0,0 +1,27 @@ +[package] +name = "get-lambda" +version = "0.1.0" +edition = "2021" +authors = ["Benjamen Pyle"] + +[dependencies] +shared = { path = "../shared" } + +serde = { version = "1.0.197", features = ["derive"] } +serde_json = "1" +sqlx = { version = "0.8", features = [ "runtime-tokio", "tls-native-tls" , "postgres", "chrono", "uuid"] } +aws-config = { version = "1.1.7", features = ["behavior-version-latest"] } +aws-sdk-dsql = "1.0.0" + +tokio = { version = "1", features = ["macros"] } +thiserror = "1.0.56" +config = "0.14.0" +lambda_http = "0.10.0" +uuid = { version = "1.11.0", features = ["v4", "fast-rng"] } +openssl = { version = "0.10.35", features = ["vendored"] } +momento = "0.44.0" + +tracing-opentelemetry = "0.24.0" +tracing-subscriber = "0.3.19" +tracing = "0.1.41" + diff --git a/example/aws/cache-aside-dsql-lambda/rust/get-lambda/src/main.rs b/example/aws/cache-aside-dsql-lambda/rust/get-lambda/src/main.rs new file mode 100644 index 00000000..06d10fa9 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/rust/get-lambda/src/main.rs @@ -0,0 +1,215 @@ +use std::{env, str::FromStr, time::Duration}; + +use ::tracing::Instrument; +use aws_config::{BehaviorVersion, Region}; +use aws_sdk_dsql::auth_token::{AuthTokenGenerator, Config}; +use lambda_http::{ + http::{Response, StatusCode}, + run, service_fn, Error, IntoResponse, Request, RequestExt, +}; +use momento::{cache::configurations, CacheClient, CredentialProvider, MomentoError}; +use serde_json::json; +use shared::models::model::CacheableItem; +use sqlx::PgPool; +use sqlx::{ + postgres::{PgConnectOptions, PgPoolOptions}, + query_as, +}; +use tracing::instrument; +use tracing_subscriber::{layer::SubscriberExt, util::SubscriberInitExt, Registry}; +use uuid::Uuid; + +/// Handles the writing/setting of the item to be cached into the Momento cache +#[instrument(name = "Write Cache")] +async fn write_to_cache(client: &CacheClient, cache_name: String, item: CacheableItem) { + // query span to track latency of the Momento Set operation + let query_span = tracing::info_span!("Momento SET"); + + let value = serde_json::to_string(&item).unwrap(); + let result = client + .set(cache_name, item.id.to_string(), value.clone()) + .instrument(query_span) + .await; + + match result { + Ok(_) => { + tracing::info!("Cache item set"); + tracing::info!("(Item)={:?}", value); + } + Err(e) => { + tracing::error!("(CacheWriteError)={}", e); + } + } +} + +/// Run a GET operation on the Momento cache to query for the item +/// if the item is found, returns Some +/// None if not +#[instrument(name = "Query Cache")] +async fn query_cache( + client: &CacheClient, + cache_name: String, + id: String, +) -> Option { + // span for tracing the latency of the Momento GET + let query_span = tracing::info_span!("Momento GET"); + let response = client.get(cache_name, id).instrument(query_span).await; + + match response { + Ok(r) => { + let item: Result = r.try_into(); + + match item { + Ok(i) => { + let o: CacheableItem = serde_json::from_str(i.as_str()).unwrap(); + tracing::info!("(CacheItem)={:?}", o); + Some(o) + } + Err(e) => { + tracing::info!("(Cache MISS)={}", e); + None + } + } + } + Err(e) => { + tracing::error!("(GetResponseError)={}", e); + None + } + } +} + +/// Queries the DSQL table looking for the supplied item +#[instrument(name = "DSQL Query")] +async fn query_row(pool: &PgPool, u: Uuid) -> Option { + /// span for tracking the latency of the query + let query_span = tracing::info_span!("DSQL Read"); + let item = query_as!( + CacheableItem, + "select id, first_name, last_name, created_at, updated_at from CacheableTable where id = $1", + u + ) + .fetch_optional(pool) + .instrument(query_span) + .await; + + /// return the unwrapped item OR return the default implementation + item.unwrap_or_default() +} + +/// Main function handle that is executed on every supplied payload to the +/// Lambda function. function_handler coordinates the operations with +/// the Momento cache_client, the pool (Postgres) and processes the +/// request: Request +#[instrument(name = "Function Handler")] +async fn function_handler( + pool: &PgPool, + cache_client: &CacheClient, + cache_name: &str, + request: Request, +) -> Result { + let id = request + .query_string_parameters_ref() + .and_then(|params| params.first("id")) + .unwrap(); + + let mut body = json!("").to_string(); + let mut status_code = StatusCode::OK; + let u = Uuid::from_str(id).unwrap(); + /// queries the cache first for the item + let cache_item = query_cache(cache_client, cache_name.to_owned(), id.to_string()).await; + + match cache_item { + // returns the queried item if Momento has it + Some(i) => { + tracing::info!("Cache HIT!"); + body = serde_json::to_string(&i).unwrap(); + } + // if Momento doesn't have it, go to DSQL + None => { + tracing::info!("Cache MISS!"); + let item = query_row(pool, u).await; + match item { + Some(i) => { + write_to_cache(cache_client, cache_name.to_owned(), i.clone()).await; + body = serde_json::to_string(&i).unwrap(); + } + None => { + status_code = StatusCode::NOT_FOUND; + } + } + } + } + + let response = Response::builder() + .status(status_code) + .header("Content-Type", "application/json") + .body(body) + .map_err(Box::new)?; + Ok(response) +} + +/// Main is the initialization function of the Lambda. This runs only +/// once and sets up the reusable dependencies that only require setup once. +/// +/// Also establishes the event loop for passing payloads back into the function_handler +#[tokio::main] +async fn main() -> Result<(), Error> { + let logger = tracing_subscriber::fmt::layer().json().flatten_event(true); + let fmt_layer = tracing_subscriber::fmt::layer() + .with_target(false) + .without_time(); + + Registry::default() + .with(fmt_layer) + .with(logger) + .with(tracing_subscriber::EnvFilter::from_default_env()) + .init(); + + let region = "us-east-1"; + let cluster_endpoint = env::var("CLUSTER_ENDPOINT").expect("CLUSTER_ENDPOINT required"); + let momento_key = env::var("MOMENTO_API_KEY").expect("MOMENTO_API_KEY required"); + let cache_name = env::var("CACHE_NAME").expect("CACHE_NAME required"); + + // Generate auth token + let sdk_config = aws_config::load_defaults(BehaviorVersion::latest()).await; + let signer = AuthTokenGenerator::new( + Config::builder() + .hostname(&cluster_endpoint) + .region(Region::new(region)) + .build() + .unwrap(), + ); + let password_token = signer + .db_connect_admin_auth_token(&sdk_config) + .await + .unwrap(); + + // Setup connections + let connection_options = PgConnectOptions::new() + .host(cluster_endpoint.as_str()) + .port(5432) + .database("postgres") + .username("admin") + .password(password_token.as_str()) + .ssl_mode(sqlx::postgres::PgSslMode::VerifyFull); + + let pool = PgPoolOptions::new() + .max_connections(10) + .connect_with(connection_options.clone()) + .await?; + let shared_pool = &pool; + + let cache_client = CacheClient::builder() + .default_ttl(Duration::from_secs(5)) + .configuration(configurations::Lambda::latest()) + .credential_provider(CredentialProvider::from_string(momento_key).unwrap()) + .build()?; + + let shared_cache_client = &cache_client; + let shared_cache_name = &cache_name; + + run(service_fn(move |event: Request| async move { + function_handler(shared_pool, shared_cache_client, shared_cache_name, event).await + })) + .await +} diff --git a/example/aws/cache-aside-dsql-lambda/rust/shared/Cargo.toml b/example/aws/cache-aside-dsql-lambda/rust/shared/Cargo.toml new file mode 100644 index 00000000..df029dda --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/rust/shared/Cargo.toml @@ -0,0 +1,17 @@ +[package] +name = "shared" +version = "0.1.0" +edition = "2021" +authors = ["Benjamen Pyle"] + +[lib] + +[dependencies] +thiserror = "1.0.57" +tracing = "0.1.40" +chrono = { version = "0.4.38", features = ["serde"] } +uuid = { version = "1.11.0", features = ["v4", "fast-rng", "serde"] } +serde = { version = "1.0.215", features = ["derive"] } +serde_json = "1.0.133" +random_name_generator = "0.3.6" +sqlx = "0.8.2" diff --git a/example/aws/cache-aside-dsql-lambda/rust/shared/src/lib.rs b/example/aws/cache-aside-dsql-lambda/rust/shared/src/lib.rs new file mode 100644 index 00000000..88b9624f --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/rust/shared/src/lib.rs @@ -0,0 +1,2 @@ +pub mod models; + diff --git a/example/aws/cache-aside-dsql-lambda/rust/shared/src/models/mod.rs b/example/aws/cache-aside-dsql-lambda/rust/shared/src/models/mod.rs new file mode 100644 index 00000000..757b2013 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/rust/shared/src/models/mod.rs @@ -0,0 +1,2 @@ +pub mod model; + diff --git a/example/aws/cache-aside-dsql-lambda/rust/shared/src/models/model.rs b/example/aws/cache-aside-dsql-lambda/rust/shared/src/models/model.rs new file mode 100644 index 00000000..b0e15cb5 --- /dev/null +++ b/example/aws/cache-aside-dsql-lambda/rust/shared/src/models/model.rs @@ -0,0 +1,32 @@ +use rnglib::{Language, RNG}; +use serde::{Deserialize, Serialize}; +use sqlx::FromRow; +use uuid::Uuid; + +#[derive(Debug, FromRow, Serialize, Deserialize, Clone)] +pub struct CacheableItem { + pub id: Uuid, + pub first_name: String, + pub last_name: String, + pub created_at: chrono::DateTime, + pub updated_at: chrono::DateTime, +} + +impl CacheableItem { + fn new() -> CacheableItem { + let rng = RNG::try_from(&Language::Elven).unwrap(); + CacheableItem { + id: Uuid::new_v4(), + first_name: rng.generate_name(), + last_name: rng.generate_name(), + created_at: chrono::Utc::now(), + updated_at: chrono::Utc::now(), + } + } +} + +impl Default for CacheableItem { + fn default() -> Self { + Self::new() + } +}