in ai-platform/snippets/deploy-model.js [51:142]
async function deployModel() {
// Configure the parent resource
// key '0' assigns traffic for the newly deployed model
// Traffic percentage values must add up to 100
// Leave dictionary empty if endpoint should not accept any traffic
const trafficSplit = {0: 100};
const deployedModel = {
// format: 'projects/{project}/locations/{location}/models/{model}'
model: modelName,
displayName: deployedModelDisplayName,
automaticResources: {minReplicaCount: 1, maxReplicaCount: 1},
};
const request = {
endpoint,
deployedModel,
trafficSplit,
};
// Get and print out a list of all the endpoints for this resource
const [response] = await endpointServiceClient.deployModel(request);
console.log(`Long running operation : ${response.name}`);
// Wait for operation to complete
await response.promise();
const result = response.result;
console.log('Deploy model response');
const modelDeployed = result.deployedModel;
console.log('\tDeployed model');
if (!modelDeployed) {
console.log('\t\tId : {}');
console.log('\t\tModel : {}');
console.log('\t\tDisplay name : {}');
console.log('\t\tCreate time : {}');
console.log('\t\tDedicated resources');
console.log('\t\t\tMin replica count : {}');
console.log('\t\t\tMachine spec {}');
console.log('\t\t\t\tMachine type : {}');
console.log('\t\t\t\tAccelerator type : {}');
console.log('\t\t\t\tAccelerator count : {}');
console.log('\t\tAutomatic resources');
console.log('\t\t\tMin replica count : {}');
console.log('\t\t\tMax replica count : {}');
} else {
console.log(`\t\tId : ${modelDeployed.id}`);
console.log(`\t\tModel : ${modelDeployed.model}`);
console.log(`\t\tDisplay name : ${modelDeployed.displayName}`);
console.log(`\t\tCreate time : ${modelDeployed.createTime}`);
const dedicatedResources = modelDeployed.dedicatedResources;
console.log('\t\tDedicated resources');
if (!dedicatedResources) {
console.log('\t\t\tMin replica count : {}');
console.log('\t\t\tMachine spec {}');
console.log('\t\t\t\tMachine type : {}');
console.log('\t\t\t\tAccelerator type : {}');
console.log('\t\t\t\tAccelerator count : {}');
} else {
console.log(
`\t\t\tMin replica count : \
${dedicatedResources.minReplicaCount}`
);
const machineSpec = dedicatedResources.machineSpec;
console.log('\t\t\tMachine spec');
console.log(`\t\t\t\tMachine type : ${machineSpec.machineType}`);
console.log(
`\t\t\t\tAccelerator type : ${machineSpec.acceleratorType}`
);
console.log(
`\t\t\t\tAccelerator count : ${machineSpec.acceleratorCount}`
);
}
const automaticResources = modelDeployed.automaticResources;
console.log('\t\tAutomatic resources');
if (!automaticResources) {
console.log('\t\t\tMin replica count : {}');
console.log('\t\t\tMax replica count : {}');
} else {
console.log(
`\t\t\tMin replica count : \
${automaticResources.minReplicaCount}`
);
console.log(
`\t\t\tMax replica count : \
${automaticResources.maxReplicaCount}`
);
}
}
}