Hands-On Artificial Intelligence on Google Cloud Platform by Anand Deshpande

Author:Anand Deshpande [Anand Deshpande]
Language: eng
Format: epub
Tags: COM004000 - COMPUTERS / Intelligence (AI) and Semantics, COM062000 - COMPUTERS / Data Modeling and Design, COM048000 - COMPUTERS / Systems Architecture / Distributed Systems and Computing
Publisher: Packt
Published: 2020-03-06T11:32:36+00:00

job_id = '{}_{}_{}'.format(clean_project_name, model_name,

timestamp)

Start building the request dictionary with the required information:

body = {'jobId': job_id,

'predictionInput': {

'dataFormat': data_format,

'inputPaths': input_paths,

'outputPath': output_path,

'region': region}}

Use the version if it's present or the model (its default version) if not:

if version_name:

body['predictionInput']['versionName'] = version_id

else:

body['predictionInput']['modelName'] = model_id

Only include a maximum number of workers or a runtime version if specified. Otherwise, let the service use its defaults:

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