Google Cloud AutoML Connected System

Note: This Appian plug-in uses a legacy version of the Google AutoML service, which Google has deprecated. After Google shuts down these services, the Google Cloud AutoML connected system plug-in and the Google AutoML Tables connected system plug-in will no longer function in any version of Appian. Customers who need to continue meeting these use cases will need to contract with Google directly and build an HTTP integration to leverage new services, such as Google Vertex AI.

Overview

Google Cloud AutoML enables building, training, and predicting on custom Image, Text, or Translate models in using Google’s AutoML service. Model details include metadata about the type of model.

Key Features & Functionality

Integrations provided:

Create Dataset
- Create a new Image, Text, or Translate Dataset
Create Model
- Trains a new Model from a Dataset (note: can take many hours)
Delete Dataset
- Deletes a dataset and its data
Export Data
- Exports data from dataset to new location in Google Cloud Storage
Get Dataset
- Returns a Dataset’s Metadata
Get Model Evaluation
- Returns a Model’s Performance evaluation
Get Model
- Returns a Model’s Metadata
Import Data
- Imports data into Dataset from Google Cloud Storage
List Datasets
- List all datasets in project
List Model Evaluations
- List Model Evaluations for a specific model
List Models
- List Trained Models in project
Predict
- Uses a specific model to Classify an image or block of text, or translate the text to another language
Get Long Running Operation Status
- Long-running operations now return immediately with their long-running operation name

Requirements:

A Google Service Account with access to AutoML https://cloud.google.com/automl/ and Cloud Storage https://cloud.google.com/storage/.
Highly recommended: The Google Cloud Storage Connected System Plug-in for pushing data to Cloud Storage to populate the dataset.

Appian AppMarket 4 months ago

Plugins listed on the AppMarket undergo periodic review. Upon completion of a recent review, this listing has been archived. If you have any questions, please contact us via appmarket@appian.com.
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Appian AppMarket 9 months ago
V1.1.16 Release Notes
- Updated grpc, google cloud, and jackson databind libraries
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Appian AppMarket 11 months ago
v1.1.14 Release Notes
- Updates to jackson-databind and grpc libraries
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Appian AppMarket over 1 year ago

This Appian plug-in uses a legacy version of the Google AutoML service, which Google has deprecated. After Google shuts down these services, the Google Cloud AutoML connected system plug-in and the Google AutoML Tables connected system plug-in will no longer function in any version of Appian. Customers who need to continue meeting these use cases will need to contract with Google directly and build an HTTP integration to leverage new services, such as Google Vertex AI.
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Appian AppMarket over 1 year ago
v1.1.12 Release Notes
- Updated Google Cloud Libraries
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Appian AppMarket over 1 year ago
v1.1.11 Release Notes
- Updated Google Cloud Automl, Java Protobuf, and Jackson Databind libraries
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Appian AppMarket over 1 year ago
v1.1.8 Release Notes
- Security Updates
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Appian AppMarket over 1 year ago
v1.1.7 Release Notes
- Security Updates
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Appian AppMarket over 2 years ago
Release Notes - v1.1.6
- Security Updates
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Brian Coward over 2 years ago

I am using this plugin within the Government Acquisition Suite and I receive these high risk issues in the health check referencing private / deprecated plugins.

Below are the errors: Any thoughts?

Google Cloud AutoML Connected System (com.appian.ps.google.ai.automl.csp) references private Appian APIs

[private] com.appian.bootstrap.error.ErrorTuple.<init>(java.lang.Object, java.lang.Object)

[private] com.appian.bootstrap.localization.Localizer.<init>(java.util.Locale, java.lang.String)

[private] com.appian.error.ErrorBuilder.getInstance()

[private] com.appian.google.shared.CredentialFactory.<init>()

[private] com.appian.google.shared.CredentialFactory.getScopedCredentials(com.appian.google.shared.GSAConfiguration, com.appian.connectedsystems.templateframework.sdk.ProxyConfigurationData, java.util.List)

[private] com.appian.google.shared.GSAConfiguration.from(com.appian.connectedsystems.simplified.sdk.configuration.SimpleConfiguration)

[private] com.appian.google.shared.GSAConfiguration.isValid()

[private] com.appian.google.shared.GoogleServiceAccountConnectedSystem.<init>(com.appian.google.shared.ConnectionTester)

[private] com.appian.google.shared.GoogleServiceAccountConnectedSystem.getConfiguration(com.appian.connectedsystems.simplified.sdk.configuration.SimpleConfiguration, com.appian.connectedsystems.templateframework.sdk.ExecutionContext)
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