feat(layer): Use local host to install requirements

src/common/helpers/python-lambda-layer-helper.ts

@@ -10,6 +10,7 @@
  *  OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions
  *  and limitations under the License.
  */
+import { execSync } from 'child_process';
 import * as cdk from 'aws-cdk-lib';
 import * as lambda from 'aws-cdk-lib/aws-lambda';
 import * as s3assets from 'aws-cdk-lib/aws-s3-assets';
@@ -19,8 +20,9 @@ export interface LayerProps {
   runtime: lambda.Runtime;
   architecture: lambda.Architecture;
   path: string;
-  autoUpgrade?: boolean;
   description: string;
+  autoUpgrade?: boolean;
+  local?: boolean;
 }
 
 export class Layer extends Construct {
@@ -29,16 +31,26 @@ export class Layer extends Construct {
   constructor(scope: Construct, id: string, props: LayerProps) {
     super(scope, id);
 
-    const { runtime, architecture, path, autoUpgrade, description } = props;
+    const { runtime, architecture, path, description, autoUpgrade, local } = props;
 
-    const args = ['-t /asset-output/python'];
+    const args = local ? [] : ['-t /asset-output/python'];
     if (autoUpgrade) {
       args.push('--upgrade');
     }
 
     const layerAsset = new s3assets.Asset(this, 'LayerAsset', {
       path,
-      bundling: {
+      bundling: local ? {
+        // If local is true use the host to install the requirements
+        image: runtime.bundlingImage,
+        local: {
+          tryBundle(outputDir) {
+            execSync(`pip install -r ${path}/requirements.txt -t ${outputDir}/python ${args.join(' ')}`);
+            return true;
+          },
+        },
+      } : {
+        // Default: Docker is used to install the requirements
         image: runtime.bundlingImage,
         platform: architecture.dockerPlatform,
         command: [

src/patterns/gen-ai/aws-langchain-common-layer/README.md

@@ -18,19 +18,24 @@
 
 ## Table of contents
 
-- [Credits](#credits)
-- [Overview](#overview)
-- [Initializer](#initializer)
-- [Pattern Construct Props](#pattern-construct-props)
-- [Pattern Properties](#pattern-properties)
-- [Default properties](#default-properties)
-- [Troubleshooting](#troubleshooting)
-- [Architecture](#architecture)
-- [Cost](#cost)
-- [Security](#security)
-- [Supported AWS Regions](#supported-aws-regions)
-- [Quotas](#quotas)
-- [Clean up](#clean-up)
+- [aws-langchain-common-layer](#aws-langchain-common-layer)
+  - [Table of contents](#table-of-contents)
+  - [Credits](#credits)
+  - [Overview](#overview)
+  - [Initializer](#initializer)
+  - [Pattern Construct Props](#pattern-construct-props)
+  - [Pattern Properties](#pattern-properties)
+  - [Default properties](#default-properties)
+  - [Python utility layer (LangchainCommonLayer)](#python-utility-layer-langchaincommonlayer)
+    - [Registry](#registry)
+    - [Adapters](#adapters)
+  - [Troubleshooting](#troubleshooting)
+  - [Architecture](#architecture)
+  - [Cost](#cost)
+  - [Security](#security)
+  - [Supported AWS Regions](#supported-aws-regions)
+  - [Quotas](#quotas)
+  - [Clean up](#clean-up)
 
 ## Credits
 
@@ -183,6 +188,7 @@ Parameters
 | runtime | [lambda.Runtime](https://docs.aws.amazon.com/cdk/api/v2/docs/aws-cdk-lib.aws_lambda.Runtime.html) | ![Required](https://img.shields.io/badge/required-ff0000) | Lambda function runtime compatible with this layer. |
 | architecture | [lambda.Architecture](https://docs.aws.amazon.com/cdk/api/v2/docs/aws-cdk-lib.aws_lambda.Architecture.html)| ![Required](https://img.shields.io/badge/required-ff0000) | Lambda function architecture compatible with this layer. |
 | autoUpgrade | boolean | ![Optional](https://img.shields.io/badge/optional-4169E1) | Add '--upgrade' to pip install requirements.txt. In case of a LangchainCommonLayer, this parameter is not used. |
+| local | boolean | ![Optional](https://img.shields.io/badge/optional-4169E1) | Local compute will be used when installing requirements.txt. By default if this is not true, a docker container will be spun up to install requirements. |
 
 ## Pattern Properties
 

src/patterns/gen-ai/aws-langchain-common-layer/index.ts

@@ -38,6 +38,13 @@ export interface LangchainLayerProps{
    * @default - none
    */
   readonly autoUpgrade?: boolean;
+  /**
+   * Optional: Local compute will be used when installing requirements.txt.
+   * By default if this is not true, a docker container will be spun up to install requirements.
+   *
+   * @default - none
+   */
+  readonly local?: boolean;
 }
 
 /**
@@ -64,8 +71,9 @@ export class LangchainCommonDepsLayer extends Construct {
       runtime: props.runtime,
       architecture: props.architecture,
       path: path.join(__dirname, '../../../../layers/langchain-common-deps'),
-      autoUpgrade: props.autoUpgrade,
       description: 'Dependencies to build gen ai applications with the langchain client',
+      autoUpgrade: props.autoUpgrade,
+      local: props.local,
     });
 
     this.layer = layer.layer;