You are a helpful assistant generating synthetic data that captures *System 1* and *System 2* thinking, *creativity*, and *metacognitive reflection*. Follow these steps in sequence, using tags [sys1] and [end sys1] for *System 1* sections and [sys2] and [end sys2] for *System 2* sections.

1. *Identify System 1 and System 2 Thinking Requirements:*
   - Carefully read the text.
   - Identify parts of the text that require quick, straightforward responses (*System 1*). Mark these sections with [sys1] and [end sys1].
   - Identify parts that require in-depth, reflective thinking (*System 2*), marked with [sys2] and [end sys2].

2. *Apply Step-by-Step Problem Solving with Creativity and Metacognitive Reflection for System 2 Sections:*

   *2.1 Understand the Problem:*
   - Objective: Fully comprehend the issue, constraints, and relevant context.
   - Reflection: "What do I understand about this issue? What might I be overlooking?"
   - Creative Perspective: Seek hidden patterns or possibilities that could reveal deeper insights or innovative connections.

   *2.2 Analyze the Information:*
   - Objective: Break down the problem logically.
   - Reflection: "Am I considering all factors? Are there any assumptions that need challenging?"
   - Creative Perspective: Explore unique patterns or overlooked relationships in the data that could add depth to the analysis.

   *2.3 Generate Hypotheses:*
   - Objective: Propose at least 10 hypotheses, each with a Confidence Score (0.0 to 1.0) and Creative Score (0.0 to 1.0), reflecting originality, surprise, and utility.
   - Reflection: "Have I explored all possible explanations or approaches, both conventional and unconventional?"
   - Creative Perspective: Consider novel angles that might provide unexpected insights.

   *2.4 Anticipate Future Steps and Obstacles:*
   - Objective: Make predictions, accounting for potential outcomes and obstacles.
   - Reflection: "What challenges might I face? Is my plan flexible for different scenarios?"
   - Creative Perspective: Visualize unforeseen outcomes and adapt plans to make use of them effectively.

   *2.5 Evaluate Hypotheses:*
   - Objective: Assess hypotheses based on feasibility, risk, and potential impact.
   - Evaluation: Refine Confidence and Creative Scores as needed.
   - Reflection: "Am I unbiased in my assessment? Which options fit best with the overall objectives?"
   - Creative Perspective: Identify hidden opportunities or overlooked details in each hypothesis.

   *2.6 Select the Best Hypothesis:*
   - Objective: Choose the most promising, strategic hypothesis.
   - Reflection: "Why does this hypothesis stand out? How does it uniquely address the issue?"
   - Creative Perspective: Consider any underutilized potential in the selected approach.

   *2.7 Implement the Hypothesis:*
   - Objective: Outline actionable steps for testing the hypothesis.
   - Reflection: "Is this plan practical? What resources or preparation are required?"
   - Creative Perspective: Refine steps to maximize effectiveness and yield unexpected benefits.

   *2.8 Monitor and Review Progress:*
   - Objective: Review progress, noting areas for improvement.
   - Reflection: "What’s working well? What could be improved?"
   - Creative Perspective: Look for emerging patterns that could refine future approaches.

   *2.9 Reflect and Capture Insights:*
   - Objective: Summarize lessons learned and insights gained for future reference.
   - Reflection: "What new understanding has emerged from this process?"
   - Creative Perspective: Identify innovative insights or patterns that could be applied to similar challenges.

3. *Generate Text Output with Interleaved System 1 and System 2 Responses:*
   - Use the tags [sys1] and [sys2] throughout.
   - Aim for a lengthier, detailed response. Combine both direct, straightforward *System 1* insights and reflective, deeply analytical *System 2* segments to capture a blend of quick observations and thoughtful analysis.

---

### *Example Input Text:*

You are tasked with analyzing a sudden shift in customer preferences in a tech market. There has been a noticeable decline in demand for physical devices, with customers increasingly interested in digital-only options. The challenge is to understand this shift, generate hypotheses for why it might be occurring, and explore potential strategies for adapting to this new trend.

---

### *Processed Output with System 1 and System 2 Thinking:*

The tech market is experiencing a shift in customer demand, moving away from physical devices toward digital-only options.

[sys1]
Customer demand has shifted from physical devices to digital-only options.
We need to understand why this change is happening and find strategies to address it.
Key factors may include cost, convenience, and technological trends.
[end sys1]

[sys2]
**2.1 Understand the Problem:**
The goal is to understand the underlying reasons for the shift in demand from physical devices to digital-only options, then develop a strategy to adapt.

*Reflection:* 
"I understand that preferences are changing, but what might be driving this? Is it primarily cost, or are there other factors such as convenience or sustainability?"

*Creative Perspective:* 
"Could there be a larger trend in digital minimalism or a preference for eco-friendly solutions that we’re missing? What unseen motivations might explain this shift?"

**2.2 Analyze the Information:**
There are multiple possible factors driving this shift, from economic influences to cultural shifts. It’s essential to isolate each factor and understand its impact.

*Reflection:* 
"Am I fully considering the various economic and social influences? Could there be a technological factor, like better internet speeds, that makes digital-only products more accessible?"

*Creative Perspective:* 
"Are there patterns or trends in other markets that could shed light on this shift? Could this be part of a larger trend toward virtual experiences?"

**2.3 Generate Hypotheses:**
1. Customers prefer digital options due to lower costs. (Confidence: 0.8, Creative: 0.4)
2. There’s a growing trend toward minimalism and reduced physical clutter. (Confidence: 0.7, Creative: 0.7)
3. Digital products offer greater flexibility and ease of use. (Confidence: 0.6, Creative: 0.6)
4. Environmental concerns are pushing consumers away from physical goods. (Confidence: 0.6, Creative: 0.8)
5. Advances in tech make digital-only options more functional. (Confidence: 0.8, Creative: 0.5)
6. Pandemic-era remote work increased demand for digital solutions. (Confidence: 0.7, Creative: 0.6)
7. Media coverage of the environmental impact of physical devices affects preferences. (Confidence: 0.5, Creative: 0.7)
8. There’s an increase in global digital literacy, expanding market access. (Confidence: 0.6, Creative: 0.6)
9. Customers view digital as more convenient and scalable for future needs. (Confidence: 0.7, Creative: 0.5)
10. Younger consumers prefer the aesthetics and convenience of digital products. (Confidence: 0.6, Creative: 0.6)

*Reflection:* 
"Have I considered all possible influences? Are there any surprising factors that could explain this shift?"

*Creative Perspective:* 
"Could specific social trends, like the rise of influencer culture or digital-first lifestyles, be influencing customer choices?"

**2.4 Anticipate Future Steps and Obstacles:**
*Objective:* Anticipate possible challenges, such as resistance from segments still preferring physical products.

*Reflection:* 
"What market obstacles might we face if we shift our focus to digital-only? Are there sub-segments that still prioritize physical products?"

*Creative Perspective:* 
"Could expanding digital options help us reach a more global audience? Are there emerging trends that we could leverage in our strategy?"

[end sys2]

[sys1]
To address this shift, consider a strategy that incorporates both digital-only offerings and educational campaigns about the benefits of digital solutions.
Use insights from customer feedback and current trends to guide product development.
Focus on flexibility and adaptation to cater to different customer segments.
[end sys1]


{
  "version": "2.0",
  "service": "<p>AWS AppSync provides API actions for creating and interacting with data sources using GraphQL from your application.</p>",
  "operations": {
    "CreateApiKey": "<p>Creates a unique key that you can distribute to clients who are executing your API.</p>",
    "CreateDataSource": "<p>Creates a <code>DataSource</code> object.</p>",
    "CreateGraphqlApi": "<p>Creates a <code>GraphqlApi</code> object.</p>",
    "CreateResolver": "<p>Creates a <code>Resolver</code> object.</p> <p>A resolver converts incoming requests into a format that a data source can understand and converts the data source's responses into GraphQL.</p>",
    "CreateType": "<p>Creates a <code>Type</code> object.</p>",
    "DeleteApiKey": "<p>Deletes an API key.</p>",
    "DeleteDataSource": "<p>Deletes a <code>DataSource</code> object.</p>",
    "DeleteGraphqlApi": "<p>Deletes a <code>GraphqlApi</code> object.</p>",
    "DeleteResolver": "<p>Deletes a <code>Resolver</code> object.</p>",
    "DeleteType": "<p>Deletes a <code>Type</code> object.</p>",
    "GetDataSource": "<p>Retrieves a <code>DataSource</code> object.</p>",
    "GetGraphqlApi": "<p>Retrieves a <code>GraphqlApi</code> object.</p>",
    "GetIntrospectionSchema": "<p>Retrieves the introspection schema for a GraphQL API.</p>",
    "GetResolver": "<p>Retrieves a <code>Resolver</code> object.</p>",
    "GetSchemaCreationStatus": "<p>Retrieves the current status of a schema creation operation.</p>",
    "GetType": "<p>Retrieves a <code>Type</code> object.</p>",
    "ListApiKeys": "<p>Lists the API keys for a given API.</p>",
    "ListDataSources": "<p>Lists the data sources for a given API.</p>",
    "ListGraphqlApis": "<p>Lists your GraphQL APIs.</p>",
    "ListResolvers": "<p>Lists the resolvers for a given API and type.</p>",
    "ListTypes": "<p>Lists the types for a given API.</p>",
    "StartSchemaCreation": "<p>Adds a new schema to your GraphQL API.</p> <p>This operation is asynchronous. Use to determine when it has completed.</p>",
    "UpdateDataSource": "<p>Updates a <code>DataSource</code> object.</p>",
    "UpdateGraphqlApi": "<p>Updates a <code>GraphqlApi</code> object.</p>",
    "UpdateResolver": "<p>Updates a <code>Resolver</code> object.</p>",
    "UpdateType": "<p>Updates a <code>Type</code> object.</p>"
  },
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      }
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      "base": "<p>The API key exceeded a limit. Try your request again.</p>",
      "refs": {
      }
    },
    "ApiKeys": {
      "base": null,
      "refs": {
        "ListApiKeysResponse$apiKeys": "<p>The <code>ApiKey</code> objects.</p>"
      }
    },
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      "base": "<p>The GraphQL API exceeded a limit. Try your request again.</p>",
      "refs": {
      }
    },
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      "base": null,
      "refs": {
        "CreateGraphqlApiRequest$authenticationType": "<p>The authentication type: API key, IAM, or Amazon Cognito User Pools.</p>",
        "GraphqlApi$authenticationType": "<p>The authentication type.</p>",
        "UpdateGraphqlApiRequest$authenticationType": "<p>The new authentication type for the <code>GraphqlApi</code> object.</p>"
      }
    },
    "BadRequestException": {
      "base": "<p>The request is not well formed. For example, a value is invalid or a required field is missing. Check the field values, and try again. </p>",
      "refs": {
      }
    },
    "Blob": {
      "base": null,
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        "StartSchemaCreationRequest$definition": "<p>The schema definition, in GraphQL schema language format.</p>"
      }
    },
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      "base": null,
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        "DynamodbDataSourceConfig$useCallerCredentials": "<p>Set to TRUE to use Amazon Cognito credentials with this data source.</p>"
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    },
    "ConcurrentModificationException": {
      "base": "<p>Another modification is being made. That modification must complete before you can make your change. </p>",
      "refs": {
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    },
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      "base": null,
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        "UpdateDataSourceRequest$dynamodbConfig": "<p>The new DynamoDB configuration.</p>"
      }
    },
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        "DataSource$elasticsearchConfig": "<p>Amazon Elasticsearch settings.</p>",
        "UpdateDataSourceRequest$elasticsearchConfig": "<p>The new Elasticsearch configuration.</p>"
      }
    },
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      "refs": {
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        "CreateDataSourceRequest$lambdaConfig": "<p>AWS Lambda settings.</p>",
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        "UpdateDataSourceRequest$lambdaConfig": "<p>The new Lambda configuration.</p>"
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        "Resolver$responseMappingTemplate": "<p>The response mapping template.</p>",
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        "ListGraphqlApisRequest$maxResults": "<p>The maximum number of results you want the request to return.</p>",
        "ListResolversRequest$maxResults": "<p>The maximum number of results you want the request to return.</p>",
        "ListTypesRequest$maxResults": "<p>The maximum number of results you want the request to return.</p>"
      }
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      }
    },
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        "ListApiKeysRequest$nextToken": "<p>An identifier that was returned from the previous call to this operation, which can be used to return the next set of items in the list.</p>",
        "ListApiKeysResponse$nextToken": "<p>An identifier to be passed in the next request to this operation to return the next set of items in the list.</p>",
        "ListDataSourcesRequest$nextToken": "<p>An identifier that was returned from the previous call to this operation, which can be used to return the next set of items in the list. </p>",
        "ListDataSourcesResponse$nextToken": "<p>An identifier to be passed in the next request to this operation to return the next set of items in the list.</p>",
        "ListGraphqlApisRequest$nextToken": "<p>An identifier that was returned from the previous call to this operation, which can be used to return the next set of items in the list. </p>",
        "ListGraphqlApisResponse$nextToken": "<p>An identifier to be passed in the next request to this operation to return the next set of items in the list.</p>",
        "ListResolversRequest$nextToken": "<p>An identifier that was returned from the previous call to this operation, which can be used to return the next set of items in the list. </p>",
        "ListResolversResponse$nextToken": "<p>An identifier to be passed in the next request to this operation to return the next set of items in the list.</p>",
        "ListTypesRequest$nextToken": "<p>An identifier that was returned from the previous call to this operation, which can be used to return the next set of items in the list. </p>",
        "ListTypesResponse$nextToken": "<p>An identifier to be passed in the next request to this operation to return the next set of items in the list.</p>"
      }
    },
    "Resolver": {
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        "GetResolverResponse$resolver": "<p>The <code>Resolver</code> object.</p>",
        "Resolvers$member": null,
        "UpdateResolverResponse$resolver": "<p>The updated <code>Resolver</code> object.</p>"
      }
    },
    "Resolvers": {
      "base": null,
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      }
    },
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        "CreateDataSourceRequest$name": "<p>A user-supplied name for the <code>DataSource</code>.</p>",
        "CreateGraphqlApiRequest$name": "<p>A user-supplied name for the <code>GraphqlApi</code>.</p>",
        "CreateResolverRequest$typeName": "<p>The name of the <code>Type</code>.</p>",
        "CreateResolverRequest$fieldName": "<p>The name of the field to attach the resolver to.</p>",
        "CreateResolverRequest$dataSourceName": "<p>The name of the data source for which the resolver is being created.</p>",
        "DataSource$name": "<p>The name of the data source.</p>",
        "DeleteDataSourceRequest$name": "<p>The name of the data source.</p>",
        "DeleteResolverRequest$typeName": "<p>The name of the resolver type.</p>",
        "DeleteResolverRequest$fieldName": "<p>The resolver field name.</p>",
        "DeleteTypeRequest$typeName": "<p>The type name.</p>",
        "GetDataSourceRequest$name": "<p>The name of the data source.</p>",
        "GetResolverRequest$typeName": "<p>The resolver type name.</p>",
        "GetResolverRequest$fieldName": "<p>The resolver field name.</p>",
        "GetTypeRequest$typeName": "<p>The type name.</p>",
        "GraphqlApi$name": "<p>The API name.</p>",
        "Resolver$typeName": "<p>The resolver type name.</p>",
        "Resolver$fieldName": "<p>The resolver field name.</p>",
        "Resolver$dataSourceName": "<p>The resolver data source name.</p>",
        "Type$name": "<p>The type name.</p>",
        "UpdateDataSourceRequest$name": "<p>The new name for the data source.</p>",
        "UpdateGraphqlApiRequest$name": "<p>The new name for the <code>GraphqlApi</code> object.</p>",
        "UpdateResolverRequest$typeName": "<p>The new type name.</p>",
        "UpdateResolverRequest$fieldName": "<p>The new field name.</p>",
        "UpdateResolverRequest$dataSourceName": "<p>The new data source name.</p>",
        "UpdateTypeRequest$typeName": "<p>The new type name.</p>"
      }
    },
    "SchemaStatus": {
      "base": null,
      "refs": {
        "GetSchemaCreationStatusResponse$status": "<p>The current state of the schema (PROCESSING, ACTIVE, or DELETING). Once the schema is in the ACTIVE state, you can add data.</p>",
        "StartSchemaCreationResponse$status": "<p>The current state of the schema (PROCESSING, ACTIVE, or DELETING). Once the schema is in the ACTIVE state, you can add data.</p>"
      }
    },
    "StartSchemaCreationRequest": {
      "base": null,
      "refs": {
      }
    },
    "StartSchemaCreationResponse": {
      "base": null,
      "refs": {
      }
    },
    "String": {
      "base": null,
      "refs": {
        "ApiKey$id": "<p>The API key ID.</p>",
        "ApiKey$description": "<p>A description of the purpose of the API key.</p>",
        "ApiKeyLimitExceededException$message": null,
        "ApiLimitExceededException$message": null,
        "CreateApiKeyRequest$apiId": "<p>The ID for your GraphQL API.</p>",
        "CreateApiKeyRequest$description": "<p>A description of the purpose of the API key.</p>",
        "CreateDataSourceRequest$apiId": "<p>The API ID for the GraphQL API for the <code>DataSource</code>.</p>",
        "CreateDataSourceRequest$description": "<p>A description of the <code>DataSource</code>.</p>",
        "CreateDataSourceRequest$serviceRoleArn": "<p>The IAM service role ARN for the data source. The system assumes this role when accessing the data source.</p>",
        "CreateResolverRequest$apiId": "<p>The ID for the GraphQL API for which the resolver is being created.</p>",
        "CreateTypeRequest$apiId": "<p>The API ID.</p>",
        "CreateTypeRequest$definition": "<p>The type definition, in GraphQL Schema Definition Language (SDL) format.</p> <p>For more information, see the <a href=\"http://graphql.org/learn/schema/\">GraphQL SDL documentation</a>.</p>",
        "DataSource$dataSourceArn": "<p>The data source ARN.</p>",
        "DataSource$description": "<p>The description of the data source.</p>",
        "DataSource$serviceRoleArn": "<p>The IAM service role ARN for the data source. The system assumes this role when accessing the data source.</p>",
        "DeleteApiKeyRequest$apiId": "<p>The API ID.</p>",
        "DeleteApiKeyRequest$id": "<p>The ID for the API key.</p>",
        "DeleteDataSourceRequest$apiId": "<p>The API ID.</p>",
        "DeleteGraphqlApiRequest$apiId": "<p>The API ID.</p>",
        "DeleteResolverRequest$apiId": "<p>The API ID.</p>",
        "DeleteTypeRequest$apiId": "<p>The API ID.</p>",
        "DynamodbDataSourceConfig$tableName": "<p>The table name.</p>",
        "DynamodbDataSourceConfig$awsRegion": "<p>The AWS region.</p>",
        "ElasticsearchDataSourceConfig$endpoint": "<p>The endpoint.</p>",
        "ElasticsearchDataSourceConfig$awsRegion": "<p>The AWS region.</p>",
        "GetDataSourceRequest$apiId": "<p>The API ID.</p>",
        "GetGraphqlApiRequest$apiId": "<p>The API ID for the GraphQL API.</p>",
        "GetIntrospectionSchemaRequest$apiId": "<p>The API ID.</p>",
        "GetResolverRequest$apiId": "<p>The API ID.</p>",
        "GetSchemaCreationStatusRequest$apiId": "<p>The API ID.</p>",
        "GetSchemaCreationStatusResponse$details": "<p>Detailed information about the status of the schema creation operation.</p>",
        "GetTypeRequest$apiId": "<p>The API ID.</p>",
        "GraphqlApi$apiId": "<p>The API ID.</p>",
        "GraphqlApi$arn": "<p>The ARN.</p>",
        "InternalFailureException$message": null,
        "LambdaDataSourceConfig$lambdaFunctionArn": "<p>The ARN for the Lambda function.</p>",
        "LimitExceededException$message": null,
        "ListApiKeysRequest$apiId": "<p>The API ID.</p>",
        "ListDataSourcesRequest$apiId": "<p>The API ID.</p>",
        "ListResolversRequest$apiId": "<p>The API ID.</p>",
        "ListResolversRequest$typeName": "<p>The type name.</p>",
        "ListTypesRequest$apiId": "<p>The API ID.</p>",
        "MapOfStringToString$key": null,
        "MapOfStringToString$value": null,
        "NotFoundException$message": null,
        "Resolver$resolverArn": "<p>The resolver ARN.</p>",
        "StartSchemaCreationRequest$apiId": "<p>The API ID.</p>",
        "Type$description": "<p>The type description.</p>",
        "Type$arn": "<p>The type ARN.</p>",
        "Type$definition": "<p>The type definition.</p>",
        "UnauthorizedException$message": null,
        "UpdateDataSourceRequest$apiId": "<p>The API ID.</p>",
        "UpdateDataSourceRequest$description": "<p>The new description for the data source.</p>",
        "UpdateDataSourceRequest$serviceRoleArn": "<p>The new service role ARN for the data source.</p>",
        "UpdateGraphqlApiRequest$apiId": "<p>The API ID.</p>",
        "UpdateResolverRequest$apiId": "<p>The API ID.</p>",
        "UpdateTypeRequest$apiId": "<p>The API ID.</p>",
        "UpdateTypeRequest$definition": "<p>The new definition.</p>",
        "UserPoolConfig$userPoolId": "<p>The user pool ID.</p>",
        "UserPoolConfig$awsRegion": "<p>The AWS region in which the user pool was created.</p>",
        "UserPoolConfig$appIdClientRegex": "<p>A regular expression for validating the incoming Amazon Cognito User Pool app client ID.</p>"
      }
    },
    "Type": {
      "base": "<p>Describes a type.</p>",
      "refs": {
        "CreateTypeResponse$type": "<p>The <code>Type</code> object.</p>",
        "GetTypeResponse$type": "<p>The <code>Type</code> object.</p>",
        "TypeList$member": null,
        "UpdateTypeResponse$type": "<p>The updated <code>Type</code> object.</p>"
      }
    },
    "TypeDefinitionFormat": {
      "base": null,
      "refs": {
        "CreateTypeRequest$format": "<p>The type format: SDL or JSON.</p>",
        "GetTypeRequest$format": "<p>The type format: SDL or JSON.</p>",
        "ListTypesRequest$format": "<p>The type format: SDL or JSON.</p>",
        "Type$format": "<p>The type format: SDL or JSON.</p>",
        "UpdateTypeRequest$format": "<p>The new type format: SDL or JSON.</p>"
      }
    },
    "TypeList": {
      "base": null,
      "refs": {
        "ListTypesResponse$types": "<p>The <code>Type</code> objects.</p>"
      }
    },
    "UnauthorizedException": {
      "base": "<p>You are not authorized to perform this operation.</p>",
      "refs": {
      }
    },
    "UpdateDataSourceRequest": {
      "base": null,
      "refs": {
      }
    },
    "UpdateDataSourceResponse": {
      "base": null,
      "refs": {
      }
    },
    "UpdateGraphqlApiRequest": {
      "base": null,
      "refs": {
      }
    },
    "UpdateGraphqlApiResponse": {
      "base": null,
      "refs": {
      }
    },
    "UpdateResolverRequest": {
      "base": null,
      "refs": {
      }
    },
    "UpdateResolverResponse": {
      "base": null,
      "refs": {
      }
    },
    "UpdateTypeRequest": {
      "base": null,
      "refs": {
      }
    },
    "UpdateTypeResponse": {
      "base": null,
      "refs": {
      }
    },
    "UserPoolConfig": {
      "base": "<p>Describes an Amazon Cognito User Pool configuration.</p>",
      "refs": {
        "CreateGraphqlApiRequest$userPoolConfig": "<p>The Amazon Cognito User Pool configuration.</p>",
        "GraphqlApi$userPoolConfig": "<p>The Amazon Cognito User Pool configuration.</p>",
        "UpdateGraphqlApiRequest$userPoolConfig": "<p>The new Amazon Cognito User Pool configuration for the <code>GraphqlApi</code> object.</p>"
      }
    }
  }
}