@datafire/amazonaws_lookoutvision

v5.0.0

Published

3 years ago

DataFire integration for Amazon Lookout for Vision

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@datafire/amazonaws_lookoutvision

Client library for Amazon Lookout for Vision

Installation and Usage

npm install --save @datafire/amazonaws_lookoutvision

let amazonaws_lookoutvision = require('@datafire/amazonaws_lookoutvision').create({
  accessKeyId: "",
  secretAccessKey: "",
  region: ""
});

.then(data => {
  console.log(data);
});

Description

Actions

ListProjects

amazonaws_lookoutvision.ListProjects({}, context)

Input

input object
- nextToken string
- maxResults integer
- MaxResults string
- NextToken string

Output

output ListProjectsResponse

CreateProject

amazonaws_lookoutvision.CreateProject({
  "ProjectName": ""
}, context)

Input

input object
- ProjectName required string: S nsme for the project.

Output

output CreateProjectResponse

DeleteProject

amazonaws_lookoutvision.DeleteProject({
  "projectName": ""
}, context)

Input

input object
- projectName required string

Output

output DeleteProjectResponse

DescribeProject

amazonaws_lookoutvision.DescribeProject({
  "projectName": ""
}, context)

Input

input object
- projectName required string

Output

output DescribeProjectResponse

CreateDataset

amazonaws_lookoutvision.CreateDataset({
  "projectName": "",
  "DatasetType": ""
}, context)

Input

input object
- projectName required string
- DatasetSource object: Information about the location of a manifest file that Amazon Lookout for Vision uses to to create a dataset.
  - GroundTruthManifest
    - S3Object
      - Bucket required
      - Key required
      - VersionId
- DatasetType required string: The type of the dataset. Specify train for a training dataset. Specify test for a test dataset.

Output

Output schema unknown

DeleteDataset

amazonaws_lookoutvision.DeleteDataset({
  "projectName": "",
  "datasetType": ""
}, context)

Input

input object
- projectName required string
- datasetType required string

Output

Output schema unknown

DescribeDataset

amazonaws_lookoutvision.DescribeDataset({
  "projectName": "",
  "datasetType": ""
}, context)

Input

input object
- projectName required string
- datasetType required string

Output

output DescribeDatasetResponse

ListDatasetEntries

amazonaws_lookoutvision.ListDatasetEntries({
  "projectName": "",
  "datasetType": ""
}, context)

Input

input object
- projectName required string
- datasetType required string
- labeled boolean
- anomalyClass string
- createdBefore string
- createdAfter string
- nextToken string
- maxResults integer
- sourceRefContains string
- MaxResults string
- NextToken string

Output

output ListDatasetEntriesResponse

UpdateDatasetEntries

amazonaws_lookoutvision.UpdateDatasetEntries({
  "projectName": "",
  "datasetType": "",
  "Changes": ""
}, context)

Input

input object
- projectName required string
- datasetType required string
- Changes required string: The entries to add to the dataset.

Output

Output schema unknown

ListModels

amazonaws_lookoutvision.ListModels({
  "projectName": ""
}, context)

Input

input object
- projectName required string
- nextToken string
- maxResults integer
- MaxResults string
- NextToken string

Output

output ListModelsResponse

CreateModel

amazonaws_lookoutvision.CreateModel({
  "projectName": "",
  "OutputConfig": {}
}, context)

Input

input object
- projectName required string
- Description object: Describes an Amazon Lookout for Vision model.
  - CreationTimestamp
  - Description
  - EvaluationEndTimestamp
  - EvaluationManifest
    - Bucket required
    - Key required
  - EvaluationResult
    - Bucket required
    - Key required
  - KmsKeyId
  - ModelArn
  - ModelVersion
  - OutputConfig
    - S3Location required
      - Bucket required
      - Prefix
  - Performance
    - F1Score
    - Precision
    - Recall
  - Status
  - StatusMessage
- KmsKeyId string: The identifier of the AWS Key Management Service (AWS KMS) customer master key (CMK) to use for encypting the model. If this parameter is not specified, the model is encrypted by a key that AWS owns and manages.
- OutputConfig required object: The S3 location where Amazon Lookout for Vision saves model training files.
  - S3Location
    - Bucket required
    - Prefix

Output

Output schema unknown

DeleteModel

amazonaws_lookoutvision.DeleteModel({
  "projectName": "",
  "modelVersion": ""
}, context)

Input

input object
- projectName required string
- modelVersion required string

Output

Output schema unknown

DescribeModel

amazonaws_lookoutvision.DescribeModel({
  "projectName": "",
  "modelVersion": ""
}, context)

Input

input object
- projectName required string
- modelVersion required string

Output

output DescribeModelResponse

DetectAnomalies

amazonaws_lookoutvision.DetectAnomalies({
  "projectName": "",
  "modelVersion": "",
  "content-type": "",
  "Body": ""
}, context)

Input

input object
- projectName required string
- modelVersion required string
- content-type required string
- Body required string: The unencrypted image bytes that you want to analyze.

Output

output DetectAnomaliesResponse

StartModel

amazonaws_lookoutvision.StartModel({
  "projectName": "",
  "modelVersion": "",
  "MinInferenceUnits": 0
}, context)

Input

input object
- projectName required string
- modelVersion required string
- MinInferenceUnits required integer: The minimum number of inference units to use. A single inference unit represents 1 hour of processing and can support up to 5 Transaction Pers Second (TPS). Use a higher number to increase the TPS throughput of your model. You are charged for the number of inference units that you use.

Output

Output schema unknown

StopModel

amazonaws_lookoutvision.StopModel({
  "projectName": "",
  "modelVersion": ""
}, context)

Input

input object
- projectName required string
- modelVersion required string

Output

Output schema unknown

Definitions

AccessDeniedException

AnomalyClassFilter

AnomalyClassFilter string

Boolean

Boolean boolean

ClientToken

ClientToken string

ConflictException

ContentType

ContentType string

CreateDatasetRequest

CreateDatasetRequest object
- DatasetSource
  - GroundTruthManifest
    - S3Object
      - Bucket required
      - Key required
      - VersionId
- DatasetType required

CreateDatasetResponse

CreateDatasetResponse object
- DatasetMetadata
  - CreationTimestamp
  - DatasetType
  - Status
  - StatusMessage

CreateModelRequest

CreateModelRequest object
- Description
  - CreationTimestamp
  - Description
  - EvaluationEndTimestamp
  - EvaluationManifest
    - Bucket required
    - Key required
  - EvaluationResult
    - Bucket required
    - Key required
  - KmsKeyId
  - ModelArn
  - ModelVersion
  - OutputConfig
    - S3Location required
      - Bucket required
      - Prefix
  - Performance
    - F1Score
    - Precision
    - Recall
  - Status
  - StatusMessage
- KmsKeyId
- OutputConfig required
  - S3Location required
    - Bucket required
    - Prefix

CreateModelResponse

CreateModelResponse object
- ModelMetadata
  - CreationTimestamp
  - Description
  - ModelArn
  - ModelVersion
  - Performance
    - F1Score
    - Precision
    - Recall
  - Status
  - StatusMessage

CreateProjectRequest

CreateProjectRequest object
- ProjectName required

CreateProjectResponse

CreateProjectResponse object
- ProjectMetadata
  - CreationTimestamp
  - ProjectArn
  - ProjectName

DatasetChanges

DatasetChanges string

DatasetDescription

DatasetDescription object: The description for a dataset. For more information, see DescribeDataset.
- CreationTimestamp
- DatasetType
- ImageStats
  - Anomaly
  - Labeled
  - Normal
  - Total
- LastUpdatedTimestamp
- ProjectName
- Status
- StatusMessage

DatasetEntry

DatasetEntry string

DatasetEntryList

DatasetEntryList array
- items DatasetEntry

DatasetGroundTruthManifest

DatasetGroundTruthManifest object: Location information about a manifest file. You can use a manifest file to create a dataset.
- S3Object
  - Bucket required
  - Key required
  - VersionId

DatasetImageStats

DatasetImageStats object: Statistics about the images in a dataset.
- Anomaly
- Labeled
- Normal
- Total

DatasetMetadata

DatasetMetadata object: Sumary information for an Amazon Lookout for Vision dataset.
- CreationTimestamp
- DatasetType
- Status
- StatusMessage

DatasetMetadataList

DatasetMetadataList array
- items DatasetMetadata

DatasetSource

DatasetSource object: Information about the location of a manifest file that Amazon Lookout for Vision uses to to create a dataset.
- GroundTruthManifest
  - S3Object
    - Bucket required
    - Key required
    - VersionId

DatasetStatus

DatasetStatus string (values: CREATE_IN_PROGRESS, CREATE_COMPLETE, CREATE_FAILED, UPDATE_IN_PROGRESS, UPDATE_COMPLETE, UPDATE_FAILED_ROLLBACK_IN_PROGRESS, UPDATE_FAILED_ROLLBACK_COMPLETE, DELETE_IN_PROGRESS, DELETE_COMPLETE, DELETE_FAILED)

DatasetStatusMessage

DatasetStatusMessage string

DatasetType

DatasetType string

DateTime

DateTime string

DeleteDatasetRequest

DeleteDatasetRequest object

DeleteDatasetResponse

DeleteDatasetResponse object

DeleteModelRequest

DeleteModelRequest object

DeleteModelResponse

DeleteModelResponse object
- ModelArn

DeleteProjectRequest

DeleteProjectRequest object

DeleteProjectResponse

DeleteProjectResponse object
- ProjectArn

DescribeDatasetRequest

DescribeDatasetRequest object

DescribeDatasetResponse

DescribeDatasetResponse object
- DatasetDescription
  - CreationTimestamp
  - DatasetType
  - ImageStats
    - Anomaly
    - Labeled
    - Normal
    - Total
  - LastUpdatedTimestamp
  - ProjectName
  - Status
  - StatusMessage

DescribeModelRequest

DescribeModelRequest object

DescribeModelResponse

DescribeModelResponse object
- ModelDescription
  - CreationTimestamp
  - Description
  - EvaluationEndTimestamp
  - EvaluationManifest
    - Bucket required
    - Key required
  - EvaluationResult
    - Bucket required
    - Key required
  - KmsKeyId
  - ModelArn
  - ModelVersion
  - OutputConfig
    - S3Location required
      - Bucket required
      - Prefix
  - Performance
    - F1Score
    - Precision
    - Recall
  - Status
  - StatusMessage

DescribeProjectRequest

DescribeProjectRequest object

DescribeProjectResponse

DescribeProjectResponse object
- ProjectDescription
  - CreationTimestamp
  - Datasets
    - items DatasetMetadata
  - ProjectArn
  - ProjectName

DetectAnomaliesRequest

DetectAnomaliesRequest object
- Body required

DetectAnomaliesResponse

DetectAnomaliesResponse object
- DetectAnomalyResult
  - Confidence
  - IsAnomalous
  - Source
    - Type

DetectAnomalyResult

DetectAnomalyResult object: The prediction results from a call to DetectAnomalies.
- Confidence
- IsAnomalous
- Source
  - Type

Float

Float number

ImageSource

ImageSource object: The source for an image.
- Type

ImageSourceType

ImageSourceType string

InferenceUnits

InferenceUnits integer

InputS3Object

InputS3Object object: Amazon S3 Location information for an input manifest file.
- Bucket required
- Key required
- VersionId

Integer

Integer integer

InternalServerException

IsLabeled

IsLabeled boolean

KmsKeyId

KmsKeyId string

ListDatasetEntriesRequest

ListDatasetEntriesRequest object

ListDatasetEntriesResponse

ListDatasetEntriesResponse object
- DatasetEntries
  - items DatasetEntry
- NextToken

ListModelsRequest

ListModelsRequest object

ListModelsResponse

ListModelsResponse object
- Models
  - items ModelMetadata
- NextToken

ListProjectsRequest

ListProjectsRequest object

ListProjectsResponse

ListProjectsResponse object
- NextToken
- Projects
  - items ProjectMetadata

ModelArn

ModelArn string

ModelDescription

ModelDescription object: Describes an Amazon Lookout for Vision model.
- CreationTimestamp
- Description
- EvaluationEndTimestamp
- EvaluationManifest
  - Bucket required
  - Key required
- EvaluationResult
  - Bucket required
  - Key required
- KmsKeyId
- ModelArn
- ModelVersion
- OutputConfig
  - S3Location required
    - Bucket required
    - Prefix
- Performance
  - F1Score
  - Precision
  - Recall
- Status
- StatusMessage

ModelDescriptionMessage

ModelDescriptionMessage string

ModelHostingStatus

ModelHostingStatus string (values: RUNNING, STARTING, STOPPED, FAILED)

ModelMetadata

ModelMetadata object: Describes an Amazon Lookout for Vision model.
- CreationTimestamp
- Description
- ModelArn
- ModelVersion
- Performance
  - F1Score
  - Precision
  - Recall
- Status
- StatusMessage

ModelMetadataList

ModelMetadataList array
- items ModelMetadata

ModelPerformance

ModelPerformance object: Information about the evaluation performance of a trained model.
- F1Score
- Precision
- Recall

ModelStatus

ModelStatus string (values: TRAINING, TRAINED, TRAINING_FAILED, STARTING_HOSTING, HOSTED, HOSTING_FAILED, STOPPING_HOSTING, SYSTEM_UPDATING, DELETING)

ModelStatusMessage

ModelStatusMessage string

ModelVersion

ModelVersion string

OutputConfig

OutputConfig object: The S3 location where Amazon Lookout for Vision saves model training files.
- S3Location required
  - Bucket required
  - Prefix

OutputS3Object

OutputS3Object object: The S3 location where Amazon Lookout for Vision saves training output.
- Bucket required
- Key required

PageSize

PageSize integer

PaginationToken

PaginationToken string

ProjectArn

ProjectArn string

ProjectDescription

ProjectDescription object: Describe an Amazon Lookout for Vision project. For more information, see DescribeProject.
- CreationTimestamp
- Datasets
  - items DatasetMetadata
- ProjectArn
- ProjectName

ProjectMetadata

ProjectMetadata object: Metadata about an Amazon Lookout for Vision project.
- CreationTimestamp
- ProjectArn
- ProjectName

ProjectMetadataList

ProjectMetadataList array
- items ProjectMetadata

ProjectName

ProjectName string

QueryString

QueryString string

ResourceNotFoundException

S3BucketName

S3BucketName string

S3KeyPrefix

S3KeyPrefix string

S3Location

S3Location object: Information about the location of a manifest file.
- Bucket required
- Prefix

S3ObjectKey

S3ObjectKey string

S3ObjectVersion

S3ObjectVersion string

ServiceQuotaExceededException

StartModelRequest

StartModelRequest object
- MinInferenceUnits required

StartModelResponse

StartModelResponse object
- Status

StopModelRequest

StopModelRequest object

StopModelResponse

StopModelResponse object
- Status

Stream

Stream string

ThrottlingException

UpdateDatasetEntriesRequest

UpdateDatasetEntriesRequest object
- Changes required

UpdateDatasetEntriesResponse

UpdateDatasetEntriesResponse object
- Status

Published

Vulnerabilities

Links

Maintainers

Keywords

Readme

@datafire/amazonaws_lookoutvision

Installation and Usage

Description

Actions

ListProjects

Input

Output

CreateProject

Input

Output

DeleteProject

Input

Output

DescribeProject

Input

Output

CreateDataset

Input

Output

DeleteDataset

Input

Output

DescribeDataset

Input

Output

ListDatasetEntries

Input

Output

UpdateDatasetEntries

Input

Output

ListModels

Input

Output

CreateModel

Input

Output

DeleteModel

Input

Output

DescribeModel

Input

Output

DetectAnomalies

Input

Output

StartModel

Input

Output

StopModel

Input

Output

Definitions

AccessDeniedException

AnomalyClassFilter

Boolean

ClientToken

ConflictException

ContentType

CreateDatasetRequest

CreateDatasetResponse

CreateModelRequest

CreateModelResponse

CreateProjectRequest

CreateProjectResponse

DatasetChanges

DatasetDescription

DatasetEntry

DatasetEntryList

DatasetGroundTruthManifest

DatasetImageStats

DatasetMetadata

DatasetMetadataList

DatasetSource