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Plug-in (Connected System)Free

Google Cloud AutoML

by Appian Corporation

Description

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.

Google Cloud AutoML enables building, training, and predicting on custom Image, Text, or Translate models in using Google’s AutoML service.

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.

Features

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 Get Long Running Operation Status Retrieves the status of Create Model, Import Data, and Export Data 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

Release notes

Updated grpc, google cloud, and jackson databind libraries

Version history (19)

1.1.14

Updates to jackson-databind and grpc libraries

1.1.12

Updated Google Cloud Libraries

2.1.14

Updated Google Cloud Libraries

1.1.11

Updated Google Cloud Automl, Java Protobuf, and Jackson Databind libraries

1.1.8

Security Updates

1.1.7

Security Updates

1.1.6

Security Updates

1.1.4

Security updates.

1.1.3

Security Updates

1.1.1

  • Fix security issues

1.1.0

Version change to v1.1.0 which includes honors proxy configuration settings in the admin console.

1.0.7

Minor version change to v1.0.7 which still relies on a slightly older Google supplied library for EU region support.

1.0.5

Reverting to v1.0.5 due to 1.0.6 issue reported by support team.

1.0.6

Updates automl library to v1

1.0.5

Fixes EU compute region issue.

1.0.4

Fixes an issue when exporting the properties file.

1.0.3

Fixes an issue when exporting the properties file.

1.0

[MIGRATED] 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

1.0.0

[MIGRATED] 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