fix(conversation): use functionMap for custom handler IFunction reference

packages/amplify-graphql-conversation-transformer/package.json

@@ -37,7 +37,8 @@
     "immer": "^9.0.12"
   },
   "devDependencies": {
-    "@aws-amplify/graphql-transformer-test-utils": "1.0.3"
+    "@aws-amplify/graphql-transformer-test-utils": "1.0.3",
+    "esbuild": "^0.24.0"
   },
   "peerDependencies": {
     "aws-cdk-lib": "^2.158.0",

packages/amplify-graphql-conversation-transformer/src/__tests__/__snapshots__/amplify-graphql-conversation-transformer.test.ts.snap

@@ -22,11 +22,9 @@ exports[`ConversationTransformer valid schemas should transform conversation rou
   ctx.stash.connectionAttributes = {};
   ctx.stash.lambdaFunctionArn = "",
       {
-        "Fn::Sub": [
-          "arn:aws:lambda:\${AWS::Region}:\${AWS::AccountId}:function:\${name}",
-          {
-            "name": "conversation-handler",
-          },
+        "Fn::GetAtt": [
+          "PirateChatConversationDirectiveLambdaStack",
+          "Outputs.transformerrootstackPirateChatConversationDirectiveLambdaStackPirateChatDefaultConversationHandlerconversationHandlerFunction2B526F1AArn",
         ],
       },
       "";
@@ -144,11 +142,9 @@ exports[`ConversationTransformer valid schemas should transform conversation rou
   ctx.stash.connectionAttributes = {};
   ctx.stash.lambdaFunctionArn = "",
       {
-        "Fn::Sub": [
-          "arn:aws:lambda:\${AWS::Region}:\${AWS::AccountId}:function:\${name}",
-          {
-            "name": "conversation-handler",
-          },
+        "Fn::GetAtt": [
+          "PirateChatConversationDirectiveLambdaStack",
+          "Outputs.transformerrootstackPirateChatConversationDirectiveLambdaStackPirateChatDefaultConversationHandlerconversationHandlerFunction2B526F1AArn",
         ],
       },
       "";
@@ -268,11 +264,9 @@ exports[`ConversationTransformer valid schemas should transform conversation rou
   ctx.stash.connectionAttributes = {};
   ctx.stash.lambdaFunctionArn = "",
       {
-        "Fn::Sub": [
-          "arn:aws:lambda:\${AWS::Region}:\${AWS::AccountId}:function:\${name}",
-          {
-            "name": "conversation-handler",
-          },
+        "Fn::GetAtt": [
+          "PirateChatConversationDirectiveLambdaStack",
+          "Outputs.transformerrootstackPirateChatConversationDirectiveLambdaStackPirateChatDefaultConversationHandlerconversationHandlerFunction2B526F1AArn",
         ],
       },
       "";
@@ -392,11 +386,9 @@ exports[`ConversationTransformer valid schemas should transform conversation rou
   ctx.stash.connectionAttributes = {};
   ctx.stash.lambdaFunctionArn = "",
       {
-        "Fn::Sub": [
-          "arn:aws:lambda:\${AWS::Region}:\${AWS::AccountId}:function:\${name}",
-          {
-            "name": "conversation-handler",
-          },
+        "Fn::GetAtt": [
+          "PirateChatConversationDirectiveLambdaStack",
+          "Outputs.transformerrootstackPirateChatConversationDirectiveLambdaStackPirateChatDefaultConversationHandlerconversationHandlerFunction2B526F1AArn",
         ],
       },
       "";

packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-custom-query-tool.graphql

@@ -17,7 +17,6 @@ type Mutation {
   ): ConversationMessage
   @conversation(
     aiModel: "anthropic.claude-3-haiku-20240307-v1:0",
-    functionName: "conversation-handler",
     systemPrompt: "You are a helpful chatbot. Answer questions to the best of your ability.",
     tools: [{ name: "getTemperature", description: "does a thing" }, { name: "plus", description: "does a different thing" }]
   )

packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-inference-configuration-template.graphql

@@ -7,7 +7,6 @@ type Mutation {
   ): ConversationMessage
   @conversation(
     aiModel: "anthropic.claude-3-haiku-20240307-v1:0",
-    functionName: "conversation-handler",
     systemPrompt: "You are a helpful chatbot. Answer questions to the best of your ability.",
     INFERENENCE_CONFIGURATION
   )

packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-missing-ai-model.graphql

@@ -6,7 +6,6 @@ type Mutation {
     toolConfiguration: ToolConfigurationInput
   ): ConversationMessage
   @conversation(
-    functionName: "conversation-handler",
     systemPrompt: "You are a helpful chatbot."
   )
 }

packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-invalid-return-type.graphql

@@ -7,7 +7,6 @@ type Mutation {
   ): String
   @conversation(
     aiModel: "anthropic.claude-3-haiku-20240307-v1:0",
-    functionName: "conversation-handler",
     systemPrompt: "You are a helpful chatbot."
   )
 }

packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-model-query-tool-with-relationships.graphql

@@ -31,7 +31,6 @@ type Mutation {
   ): ConversationMessage
   @conversation(
     aiModel: "anthropic.claude-3-haiku-20240307-v1:0",
-    functionName: "conversation-handler",
     systemPrompt: "You are a helpful chatbot. Answer questions to the best of your ability.",
     tools: [{ name: "listCustomers", description: "Provides data about the customer sending a message" }]
   )

packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-model-query-tool.graphql

@@ -12,7 +12,6 @@ type Mutation {
   ): ConversationMessage
   @conversation(
     aiModel: "anthropic.claude-3-haiku-20240307-v1:0",
-    functionName: "conversation-handler",
     systemPrompt: "You are a helpful chatbot. Answer questions to the best of your ability.",
     tools: [{ name: "listTodos", description: "lists todos" }]
   )

packages/amplify-graphql-conversation-transformer/src/__tests__/schemas/conversation-route-with-inference-configuration.graphql

@@ -8,7 +8,6 @@ type Mutation {
   @conversation(
     aiModel: "anthropic.claude-3-haiku-20240307-v1:0",
     systemPrompt: "You are a helpful chatbot. Answer questions to the best of your ability.",
-    functionName: "conversation-handler",
     inferenceConfiguration: {
         temperature: 0.5,
         topP: 0.9,

packages/amplify-graphql-conversation-transformer/src/grapqhl-conversation-transformer.ts

@@ -15,6 +15,7 @@ import { type ToolDefinition, type Tools } from './utils/tools';
 import { ConversationPrepareHandler } from './transformer-steps/conversation-prepare-handler';
 import { ConversationResolverGenerator } from './transformer-steps/conversation-resolver-generator';
 import { ConversationFieldHandler } from './transformer-steps/conversation-field-handler';
+import * as lambda from 'aws-cdk-lib/aws-lambda';
 
 /**
  * Configuration for the Conversation Directive
@@ -58,11 +59,12 @@ export class ConversationTransformer extends TransformerPluginBase {
     hasManyTransformer: HasManyTransformer,
     belongsToTransformer: BelongsToTransformer,
     authProvider: TransformerAuthProvider,
+    functionNameMap?: Record<string, lambda.IFunction>
   ) {
     super('amplify-conversation-transformer', ConversationDirective.definition);
     this.fieldHandler = new ConversationFieldHandler();
     this.prepareHandler = new ConversationPrepareHandler(modelTransformer, hasManyTransformer, belongsToTransformer, authProvider);
-    this.resolverGenerator = new ConversationResolverGenerator();
+    this.resolverGenerator = new ConversationResolverGenerator(functionNameMap);
   }
 
   /**

packages/amplify-graphql-conversation-transformer/src/transformer-steps/conversation-resolver-generator.ts

@@ -5,7 +5,7 @@ import { APPSYNC_JS_RUNTIME, TransformerResolver } from '@aws-amplify/graphql-tr
 import { ResolverResourceIDs, FunctionResourceIDs, ResourceConstants, toUpper } from 'graphql-transformer-common';
 import * as cdk from 'aws-cdk-lib';
 import { conversation } from '@aws-amplify/ai-constructs';
-import { IFunction, Function } from 'aws-cdk-lib/aws-lambda';
+import { IFunction } from 'aws-cdk-lib/aws-lambda';
 import { getModelDataSourceNameForTypeName, getTable } from '@aws-amplify/graphql-transformer-core';
 import { initMappingTemplate } from '../resolvers/init-resolver';
 import { authMappingTemplate } from '../resolvers/auth-resolver';
@@ -24,6 +24,8 @@ type KeyAttributeDefinition = {
 
 // TODO: add explanation for the tool model queries
 export class ConversationResolverGenerator {
+  constructor(private readonly functionNameMap?: Record<string, IFunction>) {}
+
   generateResolvers(directives: ConversationDirectiveConfiguration[], ctx: TransformerContextProvider): void {
     for (const directive of directives) {
       this.processToolsForDirective(directive, ctx);
@@ -89,7 +91,7 @@ export class ConversationResolverGenerator {
     capitalizedFieldName: string,
   ): { functionDataSourceId: string; referencedFunction: IFunction } {
     if (directive.functionName) {
-      return this.setupExistingFunctionDataSource(directive.functionName, functionStack);
+      return this.setupExistingFunctionDataSource(directive.functionName);
     } else {
       return this.setupDefaultConversationHandler(functionStack, capitalizedFieldName, directive.aiModel);
     }
@@ -103,26 +105,18 @@ export class ConversationResolverGenerator {
    */
   private setupExistingFunctionDataSource(
     functionName: string,
-    functionStack: cdk.Stack,
   ): { functionDataSourceId: string; referencedFunction: IFunction } {
     const functionDataSourceId = FunctionResourceIDs.FunctionDataSourceID(functionName);
-    const referencedFunction = Function.fromFunctionAttributes(functionStack, `${functionDataSourceId}Function`, {
-      functionArn: this.lambdaArnResource(functionName),
-    });
-
+    if (!this.functionNameMap) {
+      throw new Error('Function name map is not provided');
+    }
+    const referencedFunction = this.functionNameMap[functionName];
+    if (!referencedFunction) {
+      throw new Error(`Function ${functionName} not found in function name map`);
+    }
     return { functionDataSourceId, referencedFunction };
   }
 
-  /**
-   * Generates the Lambda ARN resource string
-   * @param name - The name of the Lambda function
-   * @returns The Lambda ARN resource string
-   */
-  private lambdaArnResource(name: string): string {
-    // eslint-disable-next-line no-template-curly-in-string
-    return cdk.Fn.sub('arn:aws:lambda:${AWS::Region}:${AWS::AccountId}:function:${name}', { name });
-  }
-
   /**
    * Sets up a default conversation handler function
    * @param functionStack - The CDK stack to add the function to

packages/amplify-graphql-transformer/src/graphql-transformer.ts

@@ -78,7 +78,7 @@ export const constructTransformerChain = (options?: TransformerFactoryArgs): Tra
     hasOneTransformer,
     new ManyToManyTransformer(modelTransformer, indexTransformer, hasOneTransformer, authTransformer),
     belongsToTransformer,
-    new ConversationTransformer(modelTransformer, hasManyTransformer, belongsToTransformer, authTransformer),
+    new ConversationTransformer(modelTransformer, hasManyTransformer, belongsToTransformer, authTransformer, options?.functionNameMap),
     new GenerationTransformer(),
     new DefaultValueTransformer(),
     authTransformer,

yarn.lock

@@ -4961,6 +4961,126 @@
     esquery "^1.5.0"
     jsdoc-type-pratt-parser "~4.0.0"
 
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+  resolved "https://registry.yarnpkg.com/@esbuild/android-arm64/-/android-arm64-0.24.0.tgz#1add7e0af67acefd556e407f8497e81fddad79c0"
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+  version "0.24.0"
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+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/sunos-x64/-/sunos-x64-0.24.0.tgz#8ddc35a0ea38575fa44eda30a5ee01ae2fa54dd4"
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+  version "0.24.0"
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+
+"@esbuild/[email protected]":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/win32-ia32/-/win32-ia32-0.24.0.tgz#057af345da256b7192d18b676a02e95d0fa39103"
+  integrity sha512-vQW36KZolfIudCcTnaTpmLQ24Ha1RjygBo39/aLkM2kmjkWmZGEJ5Gn9l5/7tzXA42QGIoWbICfg6KLLkIw6yw==
+
+"@esbuild/[email protected]":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/win32-x64/-/win32-x64-0.24.0.tgz#168ab1c7e1c318b922637fad8f339d48b01e1244"
+  integrity sha512-7IAFPrjSQIJrGsK6flwg7NFmwBoSTyF3rl7If0hNUFQU4ilTsEPL6GuMuU9BfIWVVGuRnuIidkSMC+c0Otu8IA==
+
 "@eslint-community/eslint-utils@^4.2.0":
   version "4.4.0"
   resolved "https://registry.npmjs.org/@eslint-community/eslint-utils/-/eslint-utils-4.4.0.tgz#a23514e8fb9af1269d5f7788aa556798d61c6b59"
@@ -10086,6 +10206,36 @@ es-to-primitive@^1.2.1:
     is-date-object "^1.0.1"
     is-symbol "^1.0.2"
 
+esbuild@^0.24.0:
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/esbuild/-/esbuild-0.24.0.tgz#f2d470596885fcb2e91c21eb3da3b3c89c0b55e7"
+  integrity sha512-FuLPevChGDshgSicjisSooU0cemp/sGXR841D5LHMB7mTVOmsEHcAxaH3irL53+8YDIeVNQEySh4DaYU/iuPqQ==
+  optionalDependencies:
+    "@esbuild/aix-ppc64" "0.24.0"
+    "@esbuild/android-arm" "0.24.0"
+    "@esbuild/android-arm64" "0.24.0"
+    "@esbuild/android-x64" "0.24.0"
+    "@esbuild/darwin-arm64" "0.24.0"
+    "@esbuild/darwin-x64" "0.24.0"
+    "@esbuild/freebsd-arm64" "0.24.0"
+    "@esbuild/freebsd-x64" "0.24.0"
+    "@esbuild/linux-arm" "0.24.0"
+    "@esbuild/linux-arm64" "0.24.0"
+    "@esbuild/linux-ia32" "0.24.0"
+    "@esbuild/linux-loong64" "0.24.0"
+    "@esbuild/linux-mips64el" "0.24.0"
+    "@esbuild/linux-ppc64" "0.24.0"
+    "@esbuild/linux-riscv64" "0.24.0"
+    "@esbuild/linux-s390x" "0.24.0"
+    "@esbuild/linux-x64" "0.24.0"
+    "@esbuild/netbsd-x64" "0.24.0"
+    "@esbuild/openbsd-arm64" "0.24.0"
+    "@esbuild/openbsd-x64" "0.24.0"
+    "@esbuild/sunos-x64" "0.24.0"
+    "@esbuild/win32-arm64" "0.24.0"
+    "@esbuild/win32-ia32" "0.24.0"
+    "@esbuild/win32-x64" "0.24.0"
+
 escalade@^3.1.1, escalade@^3.1.2:
   version "3.2.0"
   resolved "https://registry.npmjs.org/escalade/-/escalade-3.2.0.tgz#011a3f69856ba189dffa7dc8fcce99d2a87903e5"