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aws-amplify / amplify-category-api

The AWS Amplify CLI is a toolchain for simplifying serverless web and mobile development. This plugin provides functionality for the API category, allowing for the creation and management of GraphQL and REST based backends for your amplify project.
https://docs.amplify.aws/
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Question about the DynamoDB resolvers: trying to understand when they do and don't fire after a lambda result #1075

Closed austinamorusoyardstick closed 1 year ago

austinamorusoyardstick commented 1 year ago

Amplify CLI Version

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Question

The link is to a document I wrote up explains the problem. https://yardstickteam-my.sharepoint.com/:w:/g/personal/austin_yardstick_team/EagQDKL3tzRImyIXgiJgoUoBE-8bnPnLFDr3jBeFiW7mxg?e=tts1gY

josefaidt commented 1 year ago

Hey @austinamorusoyardstick thanks for raising this! Would you mind including the details of the issue here in GitHub?

austinamorusoyardstick commented 1 year ago

Question about the DynamoDB resolvers: trying to understand when they do and don't fire after a lambda result. I have a lambda that returns a single @model object type: 

type Query { 
    recommendations(input: RecommendationsInput!): RecommendationsResult @function(name: "recommendation-${env}") 
} 
type Recommendation 
@model 
@auth( 
    rules: [ 
        { allow: groups, provider: userPools, groups: ["YardstickAdmins"] } 
        { allow: groups, provider: userPools, groups: ["Everyone"], operations: [ read ] } 
    ] 
) 
{ 
    id: ID! 
    name: String! 
    primaryCompetencies: [RecommendationPrimaryCompetency] @connection(keyName: "byRecommendation", fields: ["id"]) 
    secondaryCompetencies: [RecommendationSecondaryCompetency] @connection(keyName: "byRecommendation", fields: ["id"]) 
    questions: [RecommendationQuestion] @connection(keyName: "byRecommendation", fields: ["id"]) 
    departmentLevelRecommendation: [DepartmentLevelRecommendation] @connection(keyName: "byrecommendationIDz", fields: ["id"]) 
    levelRecommendation: [LevelRecommendation] @connection(keyName: "byrecommendationIDs", fields: ["id"]) 
} 
type DepartmentLevelRecommendation 
@model 
@auth( 
    rules: [ 
        { allow: groups, provider: userPools, groups: ["YardstickAdmins"] } 
        { allow: groups, provider: userPools, groups: ["Everyone"], operations: [ read ] } 
    ] 
) 
@key(name: "byrecommendationIDz", fields: ["recommendationID"] queryField: "listDepartmentLevelRecommendationByRecommendationID") 
{ 
    id: ID! 

    departmentID: ID! 
    department: JobDepartment! @connection(fields: ["departmentID"]) 

    levelID: ID! 
    level: JobLevel! @connection(fields: ["levelID"]) 

    recommendationID: ID! 
    recommendation: Recommendation! @connection(fields: ["recommendationID"]) 
} 
type LevelRecommendation 
@model 
@auth( 
    rules: [ 
        { allow: groups, provider: userPools, groups: ["YardstickAdmins"] } 
        { allow: groups, provider: userPools, groups: ["Everyone"], operations: [ read ] } 
    ] 
) 
@key(name: "byLevelIDs", fields: ["levelID"] queryField: "listLevelRecommendationByLevelID") 
@key(name: "byrecommendationIDs", fields: ["recommendationID"] queryField: "listLevelRecommendationByRecommendationID") 
{ 
    id: ID! 

    levelID: ID! 
    level: JobLevel! @connection(fields: ["levelID"]) 

    recommendationID: ID! 
    recommendation: Recommendation! @connection(fields: ["recommendationID"]) 
} 
type RecommendationPrimaryCompetency 
@model 
@auth( 
    rules: [ 
        { allow: groups, provider: userPools, groups: ["YardstickAdmins"] } 
        { allow: groups, provider: userPools, groups: ["Everyone"], operations: [ read ] } 
    ] 
) 
@key(name: "byRecommendation", fields: ["recommendationID", "id"] queryField: "listRecommendationPrimaryCompetencysByRecommendation") 
{ 
    id: ID! 

    recommendationID: ID! 
    recommendation: Recommendation! @connection(fields: ["recommendationID"]) 

    competencyID: ID! 
    competency: Competency! @connection(fields: ["competencyID"]) 
} 
type RecommendationSecondaryCompetency 
@model 
@auth( 
    rules: [ 
        { allow: groups, provider: userPools, groups: ["YardstickAdmins"] } 
        { allow: groups, provider: userPools, groups: ["Everyone"], operations: [ read ] } 
    ] 
) 
@key(name: "byRecommendation", fields: ["recommendationID", "id"] queryField: "listRecommendationSecondaryCompetencysByRecommendation") 
{ 
    id: ID! 

    recommendationID: ID! 
    recommendation: Recommendation! @connection(fields: ["recommendationID"]) 

    competencyID: ID! 
    competency: Competency! @connection(fields: ["competencyID"]) 
} 
type RecommendationQuestion 
@model 
@auth( 
    rules: [ 
        { allow: groups, provider: userPools, groups: ["YardstickAdmins"] } 
        { allow: groups, provider: userPools, groups: ["Everyone"], operations: [ read ] } 
    ] 
) 
@key(name: "byRecommendation", fields: ["recommendationID", "id"] queryField: "listRecommendationQuestionsByRecommendation") 
@key(name: "byQuestionIDField", fields: ["questionID"] queryField: "listRecommendationQuestionsbyQuestion") 
{ 
    id: ID! 

    recommendationID: ID! 
    recommendation: Recommendation! @connection(fields: ["recommendationID"]) 

    questionID: ID! 
    question: Question! @connection(fields: ["questionID"]) 
} 
type AlwaysRecommendedQuestion 
@model 
@auth( 
    rules: [ 
        { allow: groups, provider: userPools, groups: ["YardstickAdmins"] } 
        { allow: groups, provider: userPools, groups: ["Everyone"], operations: [ read ] } 
    ] 
) 
{ 
    id: ID! 

    questionID: ID! 
    question: Question! @connection(fields: ["questionID"]) 
} 
input RecommendationsInput { 
    roleID: ID! 
} 

type RecommendationsResult { 
    recommendation: Recommendation 
}

This type of resolver with lambda only requires me to return an id for the Recommendation and seems as if DynamoDB resolves the rest of the fields.

I have another Lambda that returns a non @model then a type that is an @model that doesn’t get looked up by DynamoDB. 

type Query { 
    getRoleCompetencyQuestions(input: RoleCompetencyQuestionsInput!): RoleCompetencyQuestionsResult @function(name: "getRoleCompetencyQuestions-${env}") 
} 

input RoleCompetencyQuestionsInput { 
    roleID: ID! 
} 

type RoleCompetencyQuestionsResult { 
    items: [RoleCompetencyQuestion] 
} 

type RoleCompetencyQuestion { 
    competency: Competency 
    questions: [CompetencyQuestion] 
} 

type Competency 
  @model 
  { 
    id: ID! 
    name: String! 
    description: String! 
  } 

type CompetencyQuestion 
  @model 
  @key(name: "byCompetency", fields: ["competencyID", "id"], queryField: "listCompetencyQuestionsByCompetencyID") 
  @key(name: "byQuestion", fields: ["questionID"], queryField: "listCompetencyQuestionsByQuestionID") 
  { 
    id: ID! 
    competencyID: ID! 
    competency: Competency! @connection(fields: ["competencyID"]) 
    questionID: ID! 
    question: Question! @connection(fields: ["questionID"]) 
  }

To my understanding, in the lambda all I must do is return the ID of the type, then DynamoDB responds with the rest of the result. However, it does not seem to call DynamoDB to resolve the values.

My lambda return payload example: 

const FINAL = { 
   items: [ 
      { 
         competency: { 
            id: '345345-d214-4c44-ac06-ee9a8a70d271', 
         }, 
         questions: [ 
            { 
               id: '345345-af88-42b0-b78e-9fcce9c831c7', 
            }, 
            { 
               id: '090990-af88-42b0-b78e-9fcce9c831c7', 
            }, 
         ], 
      }, 
      { 
         competency: { 
            id: '123318-d214-4c44-ac06-ee9a8a70d271', 
         }, 
         questions: [ 
            { 
               id: '123123-af88-42b0-b78e-9fcce9c831c7', 
            }, 
            { 
               id: '09812-af88-42b0-b78e-9fcce9c831c7', 
            }, 
         ], 
      }, 
   ], 
};

Now, when I go to run my query which triggers this lambda, I want to get “additional” Competency and Question data (not just their IDs) such as Competency.name 

query a { 
  getRoleCompetencyQuestions(input: {roleID: "7c536e40-1ea0-4ae2-a8a9-4fe6872362f6"}){ 
    __typename 
    items { 
      __typename 
      competency { 
        __typename 
        id 
        name 
      } 
      questions { 
        __typename 
        id 
      } 
    } 
  } 
}

Which takes us to the problem, which applies to (competency) name and every other field I want to query for (again, outside of ID or __typename)… the response is:

Competency: null

"message": "Cannot return null for non-nullable field Competency.name.",

austinamorusoyardstick commented 1 year ago

One question I have is does the DynamoDB resolver only get called after a lambda for the response if the lambda only returns a singular record? I'm wondering if you end up returning an array it just ignores the result and expects the lambda to completely return the full result? We are ultimately really confused as to when and what resolver gets fired for responses from lambda resolvers for AppSync Graphql.

josefaidt commented 1 year ago

Hey @austinamorusoyardstick :wave: thanks for posting those details. To clarify, does the Lambda resolver for the single item return the full, expected data structure? Are you using pipeline resolvers by chance?

Typically for @function usage the Lambda is responsible for handling the response.

austinamorusoyardstick commented 1 year ago

Okay so just did some local testing and I kind of know when its using the lambda result and when it's using the Dynamodb for the calls. Check this out. This is all mocked locally when I'm testing but we have seen similar things on the remote/deployed as well.

query getRoleCompetencyQuestions {
  getRoleCompetencyQuestions(input: {roleID: ""}) {
    items { # Lambda responsibility
      competency { # Lambda responsibility
        id # Lambda responsibility
        name # Lambda responsibility
        questions { # DynamoDB responsibility
          items { # DynamoDB responsibility
            id # DynamoDB responsibility
            competency{ # DynamoDB responsibility
              id # DynamoDB responsibility
            }
          }
        }
      }
      questions{ # Lambda responsibility
        id # Lambda responsibility
        competencyID # Lambda responsibility
        competency{ # DynamoDB responsibility
          id # DynamoDB responsibility
          name # DynamoDB responsibility
        }
      }
    }
  }
}

The lambda hardcoded response for testing

    return {
        items: [
            {
                competency: {
                    id: '20d22800-cd64-4684-8f76-63c64c271ef8',
                    name: 'Confidencess',
                },
                questions: [
                    {
                        competencyID: '22ed3a6b-5d76-490e-b24d-af9ded54b5d0',
                        id: '90ac4c43-6801-4fce-b8d3-cc5bac6d4fa1',
                    },
                    {
                        competencyID: '1086ea11-d5dd-4c94-ba51-4105a142f6cc',
                        id: '7dd4a3d2-e667-4518-8fc7-5e441d846fe1',
                    },
                    {
                        competencyID: '22ed3a6b-5d76-490e-b24d-af9ded54b5d0',
                        id: '9b058ebb-2000-40f8-8656-bb73cdaa3c46',
                    },
                    {
                        competencyID: 'ed6f3256-a348-4101-8be1-0c89ea0bda28',
                        id: '5eaa6e6e-d2c6-4777-94a7-0df34a873826',
                    },
                    {
                        competencyID: '11e6540c-3b9b-4289-97c1-628499dc229e',
                        id: '83ff3516-e17e-4ad7-bec0-bcf80021f914',
                    },
                    {
                        competencyID: '27dfa2cd-2492-444f-9627-9c138f2662a5',
                        id: '64c09011-1c29-454e-bbd4-d3db07c24180',
                    },
                    {
                        competencyID: '97e39aa2-6259-44c0-817f-3b3dc2ea2d6a',
                        id: 'ebb0a526-8ecb-4427-b317-0171198c0002',
                    },
                    {
                        competencyID: '633ac88c-d94f-495c-bf5f-fecd747a9fe4',
                        id: '202fa284-d525-4add-858f-126ddd31290c',
                    },
                    {
                        competencyID: 'c8c9b97b-2214-4a7b-a79d-b18a633183f7',
                        id: '61078261-c1b4-4d87-8f24-15758cdb6570',
                    },
                    {
                        competencyID: '8293c212-2873-4d95-9a21-e52ae6b7d58d',
                        id: 'd176fd28-4cb3-4030-b59f-44bbb65c522d',
                    },
                    {
                        competencyID: '64c0ddc6-4711-45fb-8ecd-04fd09c83cbc',
                        id: 'd8976e2d-adf1-4363-a41a-ebc89e699a5a',
                    },
                    {
                        competencyID: '7f50356f-7c85-4eb4-a748-cb6038a2c969',
                        id: '9f2ed76b-e92c-4f09-b460-fb59876a73fc',
                    },
                    {
                        competencyID: '43e1df00-564a-47fb-bfb9-14f63c667fb9',
                        id: '0df7ee2d-9434-4827-9bd2-98b1c1d7313c',
                    },
                    {
                        competencyID: '795d3d0e-259c-45fc-8cea-4e8c2150f8dc',
                        id: '0b69e9f1-bd7f-488b-ac89-61fd7eb75410',
                    },
                    {
                        competencyID: '72434ec4-76dd-4046-8ebf-667f2b67317a',
                        id: 'fe65d898-f07d-4005-9b5b-69e0a51bf309',
                    },
                    {
                        competencyID: 'd29c1f01-bcb4-4a74-a3de-1ee6e4ef7a11',
                        id: 'edd226de-25e9-438a-aabe-3ef350087b1a',
                    },
                    {
                        competencyID: 'fd80e852-4dd4-41f3-8f8d-054d29e20163',
                        id: 'b91e93bc-7685-4b3e-af59-e523b1fa81cc',
                    },
                    {
                        competencyID: '27dfa2cd-2492-444f-9627-9c138f2662a5',
                        id: '8603366a-ed41-4e69-a8c1-b46f26305109',
                    },
                    {
                        competencyID: 'abcae556-3ae1-4235-a4b5-d6c9fe8879ab',
                        id: '033ccb3b-3133-4919-bc19-c6abeb4d60f4',
                    },
                    {
                        competencyID: '3a4fd9c6-431e-4ed2-ab12-77ff704ac7a9',
                        id: '9485234f-cdd7-47a0-b8bf-ffeb94c02ff4',
                    },
                    {
                        competencyID: 'd3263097-a9af-4f4d-a595-60bb25b3d262',
                        id: '7f916de4-60b6-483b-8431-24b469e62d4e',
                    },
                    {
                        competencyID: '20d22800-cd64-4684-8f76-63c64c271ef8',
                        id: 'dec81359-bb05-4868-852e-95c307e1eb4b',
                    },
                    {
                        competencyID: 'e4a9a15e-4009-4f14-b5be-77bf6665afa4',
                        id: '9d06651b-a5fd-42a7-933c-91cd3ff3617a',
                    },
                    {
                        competencyID: '28e861d3-c123-4743-8d8b-a25241aec6a6',
                        id: '6ac9fe92-a6ea-426a-ab1b-d8b870ddd983',
                    },
                    {
                        competencyID: '484333bc-a759-4f72-af03-702b31d40167',
                        id: 'f5530ba3-ce98-4ee3-8c3e-da7dea7e5553',
                    },
                    {
                        competencyID: '38e62faa-a49c-4898-8616-4d1f05f0c77e',
                        id: 'e6656458-20e0-4b51-ace7-9e863195726b',
                    },
                    {
                        competencyID: '41cd19de-6030-4c0f-9ce5-a8693201f9fc',
                        id: '9cae04a6-da78-4c89-a4f4-ff711e7661b3',
                    },
                    {
                        competencyID: '7f50356f-7c85-4eb4-a748-cb6038a2c969',
                        id: '55345bc8-6516-40f0-a180-1f3bbeeb17a1',
                    },
                    {
                        competencyID: '71514a4b-05b5-4f3a-81f4-75c4054eb6a6',
                        id: '44492b55-6c9a-4798-8c1d-14382bc868c0',
                    },
                    {
                        competencyID: '22ed3a6b-5d76-490e-b24d-af9ded54b5d0',
                        id: 'a556d0e4-a320-47a4-8eb6-15a056266ac1',
                    },
                    {
                        competencyID: '23f0ee2c-7eac-4b0a-bfec-b904fe858de9',
                        id: '18226653-fa98-4e28-a2dd-559c2da9ad0e',
                    },
                    {
                        competencyID: 'a24c4329-9051-4d60-bb3b-299ebd96e4bb',
                        id: 'd4de794d-e0a9-403e-98b5-be93332edb9d',
                    },
                    {
                        competencyID: '090bfbd0-f190-42b7-91da-691b8d6456d3',
                        id: '98ebea08-d5d2-402b-af71-f00a61a1835d',
                    },
                    {
                        competencyID: 'ed6f3256-a348-4101-8be1-0c89ea0bda28',
                        id: '561f4d52-0157-4874-bbad-a381cfa73d56',
                    },
                    {
                        competencyID: '484333bc-a759-4f72-af03-702b31d40167',
                        id: 'd0e91717-84b0-462c-a266-79edee68d56a',
                    },
                    {
                        competencyID: '67a747be-c6f3-429c-8ce1-820f2dad24e4',
                        id: '7d9e3041-bc2c-43f8-9524-8f16f5b05d95',
                    },
                    {
                        competencyID: '35dcfa6c-f655-442b-9b5b-7ba0bfaada75',
                        id: 'c37575c1-8251-4c4c-b5fd-6f21d5338366',
                    },
                    {
                        competencyID: '64c0ddc6-4711-45fb-8ecd-04fd09c83cbc',
                        id: '7bce4192-3c11-45ca-a0ee-f67b44bbf133',
                    },
                    {
                        competencyID: '795d3d0e-259c-45fc-8cea-4e8c2150f8dc',
                        id: '60ed06d3-3747-4faf-84c6-1fdad0835017',
                    },
                    {
                        competencyID: '795d3d0e-259c-45fc-8cea-4e8c2150f8dc',
                        id: '3e5f0026-8ab8-4c6f-b957-c3bc8d379e3d',
                    },
                    {
                        competencyID: '41cd19de-6030-4c0f-9ce5-a8693201f9fc',
                        id: '08e82e04-c14b-499c-989c-59857db1693a',
                    },
                    {
                        competencyID: '795d3d0e-259c-45fc-8cea-4e8c2150f8dc',
                        id: '39dc36e2-60c4-4de5-92ab-1a4443da2919',
                    },
                    {
                        competencyID: '8293c212-2873-4d95-9a21-e52ae6b7d58d',
                        id: 'f1170c7a-8390-4f3d-86d6-6a6409ab191f',
                    },
                    {
                        competencyID: '23f0ee2c-7eac-4b0a-bfec-b904fe858de9',
                        id: '10c43d3a-2dd9-428c-8603-286fd5f3a7b3',
                    },
                    {
                        competencyID: 'd25aea33-3cf7-4792-a484-ed2e9f7ec70e',
                        id: '2bad8be7-4883-4ad0-b82a-68f682b3fd62',
                    },
                    {
                        competencyID: '633ac88c-d94f-495c-bf5f-fecd747a9fe4',
                        id: '276f06d0-2d25-400e-8c44-4aa997f1c077',
                    },
                    {
                        competencyID: '6a0c3117-69c5-4e01-8b83-4774eb82aead',
                        id: 'e5f8dda8-51ee-4889-8a51-b55d635a4d4d',
                    },
                    {
                        competencyID: '64c0ddc6-4711-45fb-8ecd-04fd09c83cbc',
                        id: 'c17ea5ee-a765-454c-92b0-eb27f41b1e69',
                    },
                    {
                        competencyID: '4b53fc85-220a-41e5-b5aa-277de12f66e5',
                        id: 'fec537ec-efaf-4d70-92f7-441f5e981a5e',
                    },
                    {
                        competencyID: '35dcfa6c-f655-442b-9b5b-7ba0bfaada75',
                        id: '19080242-2bf2-4346-90c0-f4d765ec7dda',
                    },
                    {
                        competencyID: '633ac88c-d94f-495c-bf5f-fecd747a9fe4',
                        id: '55377b83-5531-423e-9daa-1671baf49a17',
                    },
                    {
                        competencyID: '7c5f510d-acea-49d4-8d59-c0272c04b313',
                        id: '1a4926ca-0608-4f5c-829a-f9ebe3fba2f2',
                    },
                    {
                        competencyID: '6a0c3117-69c5-4e01-8b83-4774eb82aead',
                        id: '22e4f96b-056e-4804-9d03-e7a23d0bb33f',
                    },
                    {
                        competencyID: '41cd19de-6030-4c0f-9ce5-a8693201f9fc',
                        id: 'd9744f61-7a64-4208-a05a-a00187a0d33d',
                    },
                    {
                        competencyID: 'e8427961-e6a1-4e3c-b947-18aa82430945',
                        id: '2514f858-d4d1-426d-9020-b52e35abf7d3',
                    },
                    {
                        competencyID: 'e4a9a15e-4009-4f14-b5be-77bf6665afa4',
                        id: 'aedf81ee-4a49-4736-8e11-5c0581f9b1b3',
                    },
                    {
                        competencyID: 'd9c9bea8-d214-4c44-ac06-ee9a8a70d271',
                        id: '539f4a8b-51ad-40ca-b056-4492998736eb',
                    },
                    {
                        competencyID: '23f0ee2c-7eac-4b0a-bfec-b904fe858de9',
                        id: 'ae84fd23-6edc-4eb7-b452-0adf752defe8',
                    },
                    {
                        competencyID: 'f564884f-37c4-470d-8e2c-2e8b33697b53',
                        id: '6c705680-0718-4b93-9383-3b8efec2d2e4',
                    },
                    {
                        competencyID: 'b212709c-a9ad-4c70-bfe1-caa2dd03028f',
                        id: 'a95fd451-fd85-4bef-9701-3558f1aa272e',
                    },
                    {
                        competencyID: '25b2b280-6f6e-4496-8b42-838d8de7819c',
                        id: '38e65c51-6d0e-48c8-9130-af5fc46fdc9d',
                    },
                    {
                        competencyID: '97e39aa2-6259-44c0-817f-3b3dc2ea2d6a',
                        id: '42c99aae-d03b-4042-9223-4381734f7b8d',
                    },
                    {
                        competencyID: '484333bc-a759-4f72-af03-702b31d40167',
                        id: '4bf198d3-931b-4c55-9261-73cb127286b3',
                    },
                    {
                        competencyID: '97e39aa2-6259-44c0-817f-3b3dc2ea2d6a',
                        id: 'c8fac84d-22b2-4a22-b674-b0eb46909782',
                    },
                    {
                        competencyID: 'd3263097-a9af-4f4d-a595-60bb25b3d262',
                        id: '17530c0b-a621-408a-95e8-948b1c7a8a79',
                    },
                    {
                        competencyID: '509a212b-0715-4ff3-b438-c378c9237798',
                        id: '830596af-98a1-4f63-8740-4dcbe3f1b47f',
                    },
                    {
                        competencyID: '71514a4b-05b5-4f3a-81f4-75c4054eb6a6',
                        id: '3b79acbb-a263-4d08-b02a-a66d5bf4e606',
                    },
                    {
                        competencyID: '22ed3a6b-5d76-490e-b24d-af9ded54b5d0',
                        id: '8daf5265-a57f-41b8-9f90-cb5135508b01',
                    },
                    {
                        competencyID: '9d695700-af56-4d74-8c61-30f11e356e24',
                        id: '79dfde7d-451b-4947-9d63-db20f2cbb89a',
                    },
                    {
                        competencyID: '509a212b-0715-4ff3-b438-c378c9237798',
                        id: 'cde2d414-4354-4eda-b035-696b00e58419',
                    },
                    {
                        competencyID: 'ca60dd1a-f567-472e-9fd3-355530ab11d1',
                        id: 'dc6d7e70-e9dd-4df7-8d8e-587467c0dae7',
                    },
                    {
                        competencyID: '624810ae-0236-47de-9498-bbe3bc1fe7f8',
                        id: '0234e090-89c0-425b-b234-5637178ff123',
                    },
                    {
                        competencyID: 'fd80e852-4dd4-41f3-8f8d-054d29e20163',
                        id: 'df2300e6-648b-4ea0-ac01-c237c6327ff2',
                    },
                    {
                        competencyID: '089e72c9-5651-4c50-a7f2-58d7eb87bbb0',
                        id: 'e0e94e80-eb5d-46a7-b397-ae1659b0b37c',
                    },
                    {
                        competencyID: 'ca60dd1a-f567-472e-9fd3-355530ab11d1',
                        id: '195bb243-709e-4e47-be13-711f1f857731',
                    },
                    {
                        competencyID: 'd3263097-a9af-4f4d-a595-60bb25b3d262',
                        id: 'f0f0e544-4c20-4944-98a1-9382e3ae7dca',
                    },
                    {
                        competencyID: 'e622940c-58fd-4628-9529-428cec9609ab',
                        id: '765507d8-4883-473b-83e9-6a02bb7ca3ed',
                    },
                    {
                        competencyID: '7f50356f-7c85-4eb4-a748-cb6038a2c969',
                        id: '96b5bd12-6380-4cc1-a109-49fbd1b66152',
                    },
                    {
                        competencyID: 'd25aea33-3cf7-4792-a484-ed2e9f7ec70e',
                        id: 'ed01a3f6-baaa-4a9e-a331-144672fc5331',
                    },
                    {
                        competencyID: 'f5aa848f-b39e-4b3a-8d3b-f6299cfd56e3',
                        id: 'fad64c37-1169-4167-966a-4f0f0e7fc096',
                    },
                    {
                        competencyID: '71514a4b-05b5-4f3a-81f4-75c4054eb6a6',
                        id: '7d415e0d-d3ad-404f-8995-59f88c78b5d3',
                    },
                    {
                        competencyID: 'd9ee4810-a18c-4878-8243-cdd76c5476e4',
                        id: '8e32910a-abba-45eb-8bfa-6329ed4e4dac',
                    },
                    {
                        competencyID: 'b212709c-a9ad-4c70-bfe1-caa2dd03028f',
                        id: 'a30abaec-8ac0-4cba-9485-fae282eda310',
                    },
                    {
                        competencyID: '6a0c3117-69c5-4e01-8b83-4774eb82aead',
                        id: 'a447d1cc-4890-4933-acd6-6af4859621f8',
                    },
                    {
                        competencyID: 'f5aa848f-b39e-4b3a-8d3b-f6299cfd56e3',
                        id: '9bdd850a-75fb-4e3e-b29b-9513303ab42a',
                    },
                    {
                        competencyID: '484333bc-a759-4f72-af03-702b31d40167',
                        id: '6f5b70a8-1f10-4ab0-ac1d-7fd8e2bdd884',
                    },
                    {
                        competencyID: '6a0c3117-69c5-4e01-8b83-4774eb82aead',
                        id: '3f4bfbd7-b61a-4305-8bc5-0086e2231f61',
                    },
                    {
                        competencyID: '3a4fd9c6-431e-4ed2-ab12-77ff704ac7a9',
                        id: '47271ce3-26f1-426b-8f3f-d6604eee5731',
                    },
                    {
                        competencyID: '35dcfa6c-f655-442b-9b5b-7ba0bfaada75',
                        id: '64ba218d-1ad5-473c-bbe4-6f7ca84094e1',
                    },
                    {
                        competencyID: '089e72c9-5651-4c50-a7f2-58d7eb87bbb0',
                        id: '4d851271-f747-4429-8d61-6f2e294cf13f',
                    },
                    {
                        competencyID: '71514a4b-05b5-4f3a-81f4-75c4054eb6a6',
                        id: '8f8cc6d9-e6de-41b2-8baf-f0b6b5dd9f86',
                    },
                    {
                        competencyID: '71514a4b-05b5-4f3a-81f4-75c4054eb6a6',
                        id: '23fd12c1-ab40-4f01-b206-bab75cd40ea2',
                    },
                    {
                        competencyID: 'fd31b63f-ca4b-4d86-91dc-2dc50c33a895',
                        id: '2fc827da-b7bd-4cca-a218-d9d81f3b30ce',
                    },
                    {
                        competencyID: 'e3cde0ee-1cbc-4e9b-9b2a-1e8838d8426a',
                        id: '5db5f99d-fdee-40f5-b910-7a7cf1d5e78c',
                    },
                    {
                        competencyID: '509a212b-0715-4ff3-b438-c378c9237798',
                        id: '44abe2e7-0931-42cd-a31e-48d97345dded',
                    },
                    {
                        competencyID: 'a6a1d2a8-b528-4491-bdf0-52518d277fa9',
                        id: '0248c042-ea1f-47b1-bee6-d774a478f400',
                    },
                    {
                        competencyID: '8293c212-2873-4d95-9a21-e52ae6b7d58d',
                        id: '3b3453de-6dfc-451c-9dc1-e3802a78aa6e',
                    },
                    {
                        competencyID: 'd49d83d4-c382-4adc-8aff-4669fde28bf4',
                        id: '5160888b-2b16-41a3-8973-061c43d1a783',
                    },
                    {
                        competencyID: 'f5aa848f-b39e-4b3a-8d3b-f6299cfd56e3',
                        id: '77232c87-cdd2-421e-9fa2-e79b8c54a677',
                    },
                    {
                        competencyID: '9d695700-af56-4d74-8c61-30f11e356e24',
                        id: '4290d0fa-74d3-4391-bb3b-1fb85da2c4a7',
                    },
                ],
            },
        ],
    };

The actual graphql response

{
  "data": {
    "getRoleCompetencyQuestions": {
      "items": [
        {
          "competency": {
            "id": "20d22800-cd64-4684-8f76-63c64c271ef8",
            "name": "Confidencess",
            "questions": {
              "items": [
                {
                  "id": "10aa4f2e-d246-4ed1-884f-ab763d455151",
                  "competency": {
                    "id": "20d22800-cd64-4684-8f76-63c64c271ef8"
                  }
                },
                {
                  "id": "3af449cd-8b3f-4343-9ba3-e83b594f866e",
                  "competency": {
                    "id": "20d22800-cd64-4684-8f76-63c64c271ef8"
                  }
                },
                {
                  "id": "92e2886f-78fd-4f64-9c98-29377b915f7d",
                  "competency": {
                    "id": "20d22800-cd64-4684-8f76-63c64c271ef8"
                  }
                },
                {
                  "id": "b3f1e1b7-6bf2-4fbd-a9b1-ed8b0627d953",
                  "competency": {
                    "id": "20d22800-cd64-4684-8f76-63c64c271ef8"
                  }
                },
                {
                  "id": "dec81359-bb05-4868-852e-95c307e1eb4b",
                  "competency": {
                    "id": "20d22800-cd64-4684-8f76-63c64c271ef8"
                  }
                }
              ]
            }
          },
          "questions": [
            {
              "id": "90ac4c43-6801-4fce-b8d3-cc5bac6d4fa1",
              "competencyID": "22ed3a6b-5d76-490e-b24d-af9ded54b5d0",
              "competency": {
                "id": "22ed3a6b-5d76-490e-b24d-af9ded54b5d0",
                "name": "Resilience"
              }
            },
            {
              "id": "7dd4a3d2-e667-4518-8fc7-5e441d846fe1",
              "competencyID": "1086ea11-d5dd-4c94-ba51-4105a142f6cc",
              "competency": {
                "id": "1086ea11-d5dd-4c94-ba51-4105a142f6cc",
                "name": "Achievement"
              }
            },
            {
              "id": "9b058ebb-2000-40f8-8656-bb73cdaa3c46",
              "competencyID": "22ed3a6b-5d76-490e-b24d-af9ded54b5d0",
              "competency": {
                "id": "22ed3a6b-5d76-490e-b24d-af9ded54b5d0",
                "name": "Resilience"
              }
            },
            {
              "id": "5eaa6e6e-d2c6-4777-94a7-0df34a873826",
              "competencyID": "ed6f3256-a348-4101-8be1-0c89ea0bda28",
              "competency": {
                "id": "ed6f3256-a348-4101-8be1-0c89ea0bda28",
                "name": "Desire to Learn"
              }
            },
            {
              "id": "83ff3516-e17e-4ad7-bec0-bcf80021f914",
              "competencyID": "11e6540c-3b9b-4289-97c1-628499dc229e",
              "competency": {
                "id": "11e6540c-3b9b-4289-97c1-628499dc229e",
                "name": "Authenticity"
              }
            },
            {
              "id": "64c09011-1c29-454e-bbd4-d3db07c24180",
              "competencyID": "27dfa2cd-2492-444f-9627-9c138f2662a5",
              "competency": {
                "id": "27dfa2cd-2492-444f-9627-9c138f2662a5",
                "name": "Self-Improvement"
              }
            },
            {
              "id": "ebb0a526-8ecb-4427-b317-0171198c0002",
              "competencyID": "97e39aa2-6259-44c0-817f-3b3dc2ea2d6a",
              "competency": {
                "id": "97e39aa2-6259-44c0-817f-3b3dc2ea2d6a",
                "name": "Initiative"
              }
            },
            {
              "id": "202fa284-d525-4add-858f-126ddd31290c",
              "competencyID": "633ac88c-d94f-495c-bf5f-fecd747a9fe4",
              "competency": {
                "id": "633ac88c-d94f-495c-bf5f-fecd747a9fe4",
                "name": "Strategic Thinking"
              }
            },
            {
              "id": "61078261-c1b4-4d87-8f24-15758cdb6570",
              "competencyID": "c8c9b97b-2214-4a7b-a79d-b18a633183f7",
              "competency": {
                "id": "c8c9b97b-2214-4a7b-a79d-b18a633183f7",
                "name": "High Productivity"
              }
            },
            {
              "id": "d176fd28-4cb3-4030-b59f-44bbb65c522d",
              "competencyID": "8293c212-2873-4d95-9a21-e52ae6b7d58d",
              "competency": {
                "id": "8293c212-2873-4d95-9a21-e52ae6b7d58d",
                "name": "Accountability for Others"
              }
            },
            {
              "id": "d8976e2d-adf1-4363-a41a-ebc89e699a5a",
              "competencyID": "64c0ddc6-4711-45fb-8ecd-04fd09c83cbc",
              "competency": {
                "id": "64c0ddc6-4711-45fb-8ecd-04fd09c83cbc",
                "name": "Courage"
              }
            },
            {
              "id": "9f2ed76b-e92c-4f09-b460-fb59876a73fc",
              "competencyID": "7f50356f-7c85-4eb4-a748-cb6038a2c969",
              "competency": {
                "id": "7f50356f-7c85-4eb4-a748-cb6038a2c969",
                "name": "Team Building"
              }
            },
            {
              "id": "0df7ee2d-9434-4827-9bd2-98b1c1d7313c",
              "competencyID": "43e1df00-564a-47fb-bfb9-14f63c667fb9",
              "competency": {
                "id": "43e1df00-564a-47fb-bfb9-14f63c667fb9",
                "name": "Work Ethic"
              }
            },
            {
              "id": "0b69e9f1-bd7f-488b-ac89-61fd7eb75410",
              "competencyID": "795d3d0e-259c-45fc-8cea-4e8c2150f8dc",
              "competency": {
                "id": "795d3d0e-259c-45fc-8cea-4e8c2150f8dc",
                "name": "Humility"
              }
            },
            {
              "id": "fe65d898-f07d-4005-9b5b-69e0a51bf309",
              "competencyID": "72434ec4-76dd-4046-8ebf-667f2b67317a",
              "competency": {
                "id": "72434ec4-76dd-4046-8ebf-667f2b67317a",
                "name": "Future Mindset"
              }
            },
            {
              "id": "edd226de-25e9-438a-aabe-3ef350087b1a",
              "competencyID": "d29c1f01-bcb4-4a74-a3de-1ee6e4ef7a11",
              "competency": {
                "id": "d29c1f01-bcb4-4a74-a3de-1ee6e4ef7a11",
                "name": "Developing Others"
              }
            },
            {
              "id": "b91e93bc-7685-4b3e-af59-e523b1fa81cc",
              "competencyID": "fd80e852-4dd4-41f3-8f8d-054d29e20163",
              "competency": {
                "id": "fd80e852-4dd4-41f3-8f8d-054d29e20163",
                "name": "Reliability"
              }
            },
            {
              "id": "8603366a-ed41-4e69-a8c1-b46f26305109",
              "competencyID": "27dfa2cd-2492-444f-9627-9c138f2662a5",
              "competency": {
                "id": "27dfa2cd-2492-444f-9627-9c138f2662a5",
                "name": "Self-Improvement"
              }
            },
            {
              "id": "033ccb3b-3133-4919-bc19-c6abeb4d60f4",
              "competencyID": "abcae556-3ae1-4235-a4b5-d6c9fe8879ab",
              "competency": {
                "id": "abcae556-3ae1-4235-a4b5-d6c9fe8879ab",
                "name": "Conscientious"
              }
            },
            {
              "id": "9485234f-cdd7-47a0-b8bf-ffeb94c02ff4",
              "competencyID": "3a4fd9c6-431e-4ed2-ab12-77ff704ac7a9",
              "competency": {
                "id": "3a4fd9c6-431e-4ed2-ab12-77ff704ac7a9",
                "name": "Conflict Management"
              }
            },
            {
              "id": "7f916de4-60b6-483b-8431-24b469e62d4e",
              "competencyID": "d3263097-a9af-4f4d-a595-60bb25b3d262",
              "competency": {
                "id": "d3263097-a9af-4f4d-a595-60bb25b3d262",
                "name": "Growth Mindset"
              }
            },
            {
              "id": "dec81359-bb05-4868-852e-95c307e1eb4b",
              "competencyID": "20d22800-cd64-4684-8f76-63c64c271ef8",
              "competency": {
                "id": "20d22800-cd64-4684-8f76-63c64c271ef8",
                "name": "Confidence"
              }
            },
            {
              "id": "9d06651b-a5fd-42a7-933c-91cd3ff3617a",
              "competencyID": "e4a9a15e-4009-4f14-b5be-77bf6665afa4",
              "competency": {
                "id": "e4a9a15e-4009-4f14-b5be-77bf6665afa4",
                "name": "Performance Management"
              }
            },
            {
              "id": "6ac9fe92-a6ea-426a-ab1b-d8b870ddd983",
              "competencyID": "28e861d3-c123-4743-8d8b-a25241aec6a6",
              "competency": {
                "id": "28e861d3-c123-4743-8d8b-a25241aec6a6",
                "name": "Intuition"
              }
            },
            {
              "id": "f5530ba3-ce98-4ee3-8c3e-da7dea7e5553",
              "competencyID": "484333bc-a759-4f72-af03-702b31d40167",
              "competency": {
                "id": "484333bc-a759-4f72-af03-702b31d40167",
                "name": "Communication Skills"
              }
            },
            {
              "id": "e6656458-20e0-4b51-ace7-9e863195726b",
              "competencyID": "38e62faa-a49c-4898-8616-4d1f05f0c77e",
              "competency": {
                "id": "38e62faa-a49c-4898-8616-4d1f05f0c77e",
                "name": "Results Orientation"
              }
            },
            {
              "id": "9cae04a6-da78-4c89-a4f4-ff711e7661b3",
              "competencyID": "41cd19de-6030-4c0f-9ce5-a8693201f9fc",
              "competency": {
                "id": "41cd19de-6030-4c0f-9ce5-a8693201f9fc",
                "name": "Attitude"
              }
            },
            {
              "id": "55345bc8-6516-40f0-a180-1f3bbeeb17a1",
              "competencyID": "7f50356f-7c85-4eb4-a748-cb6038a2c969",
              "competency": {
                "id": "7f50356f-7c85-4eb4-a748-cb6038a2c969",
                "name": "Team Building"
              }
            },
            {
              "id": "44492b55-6c9a-4798-8c1d-14382bc868c0",
              "competencyID": "71514a4b-05b5-4f3a-81f4-75c4054eb6a6",
              "competency": {
                "id": "71514a4b-05b5-4f3a-81f4-75c4054eb6a6",
                "name": "Collaborative"
              }
            },
            {
              "id": "a556d0e4-a320-47a4-8eb6-15a056266ac1",
              "competencyID": "22ed3a6b-5d76-490e-b24d-af9ded54b5d0",
              "competency": {
                "id": "22ed3a6b-5d76-490e-b24d-af9ded54b5d0",
                "name": "Resilience"
              }
            },
            {
              "id": "18226653-fa98-4e28-a2dd-559c2da9ad0e",
              "competencyID": "23f0ee2c-7eac-4b0a-bfec-b904fe858de9",
              "competency": {
                "id": "23f0ee2c-7eac-4b0a-bfec-b904fe858de9",
                "name": "Self-Management"
              }
            },
            {
              "id": "d4de794d-e0a9-403e-98b5-be93332edb9d",
              "competencyID": "a24c4329-9051-4d60-bb3b-299ebd96e4bb",
              "competency": {
                "id": "a24c4329-9051-4d60-bb3b-299ebd96e4bb",
                "name": "Goal Setting"
              }
            },
            {
              "id": "98ebea08-d5d2-402b-af71-f00a61a1835d",
              "competencyID": "090bfbd0-f190-42b7-91da-691b8d6456d3",
              "competency": {
                "id": "090bfbd0-f190-42b7-91da-691b8d6456d3",
                "name": "Mission Orientation"
              }
            },
            {
              "id": "561f4d52-0157-4874-bbad-a381cfa73d56",
              "competencyID": "ed6f3256-a348-4101-8be1-0c89ea0bda28",
              "competency": {
                "id": "ed6f3256-a348-4101-8be1-0c89ea0bda28",
                "name": "Desire to Learn"
              }
            },
            {
              "id": "d0e91717-84b0-462c-a266-79edee68d56a",
              "competencyID": "484333bc-a759-4f72-af03-702b31d40167",
              "competency": {
                "id": "484333bc-a759-4f72-af03-702b31d40167",
                "name": "Communication Skills"
              }
            },
            {
              "id": "7d9e3041-bc2c-43f8-9524-8f16f5b05d95",
              "competencyID": "67a747be-c6f3-429c-8ce1-820f2dad24e4",
              "competency": {
                "id": "67a747be-c6f3-429c-8ce1-820f2dad24e4",
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              "competency": {
                "id": "d49d83d4-c382-4adc-8aff-4669fde28bf4",
                "name": "Optimism"
              }
            },
            {
              "id": "77232c87-cdd2-421e-9fa2-e79b8c54a677",
              "competencyID": "f5aa848f-b39e-4b3a-8d3b-f6299cfd56e3",
              "competency": {
                "id": "f5aa848f-b39e-4b3a-8d3b-f6299cfd56e3",
                "name": "Leadership"
              }
            },
            {
              "id": "4290d0fa-74d3-4391-bb3b-1fb85da2c4a7",
              "competencyID": "9d695700-af56-4d74-8c61-30f11e356e24",
              "competency": {
                "id": "9d695700-af56-4d74-8c61-30f11e356e24",
                "name": "Understanding Motivation"
              }
            }
          ]
        }
      ]
    }
  }
}

It would seem the first layer of scalars need to be fully fulfilled by the lambda and the rest can be handled by Dynamodb.

I am using v1 of the functions not sure if its pipeline or not both lambdas have similar mechanism can validate as well with the recommendations lambda.

josefaidt commented 1 year ago

Hey @austinamorusoyardstick :wave: apologies for the delay here!! Are you still experiencing this or were you able to find a suitable solution?

austinamorusoyardstick commented 1 year ago

You can close this we understand now when the lambda handles the response and when the other resolvers kick in

Note this comment https://github.com/aws-amplify/amplify-category-api/issues/1075#issuecomment-1344831997