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feat(samples): add remaining featurestore api samples (#338)
* added create-featurestore-sample.js and create-featurestore-sample.test.js * feat(samples): added createFeaturestore sample (#313) * feat(samples): added remaining featurestore samples (#313) * removed the extraneous files * feat(samples): add remaining featurestore api samples (#313) * feat(samples): add remaining featurestore apis samples (#313) * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat(samples): changed timeout of featurestore apis samples (#313) * feat(samples): update featurestore-samples.test.js (#313) Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com> Co-authored-by: junkourata <[email protected]>
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/* | ||
* Copyright 2022 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
|
||
/* | ||
* Deletes a single Featurestore. | ||
* See https://cloud.google.com/vertex-ai/docs/featurestore/setup before running | ||
* the code snippet | ||
*/ | ||
|
||
'use strict'; | ||
|
||
async function main( | ||
project, | ||
featurestoreId, | ||
force = false, | ||
location = 'us-central1', | ||
apiEndpoint = 'us-central1-aiplatform.googleapis.com', | ||
timeout = 60000 | ||
) { | ||
// [START aiplatform_delete_featurestore_sample] | ||
/** | ||
* TODO(developer): Uncomment these variables before running the sample.\ | ||
* (Not necessary if passing values as arguments) | ||
*/ | ||
|
||
// const project = 'YOUR_PROJECT_ID'; | ||
// const featurestoreId = 'YOUR_FEATURESTORE_ID'; | ||
// const force = <BOOLEAN>; | ||
// const location = 'YOUR_PROJECT_LOCATION'; | ||
// const apiEndpoint = 'YOUR_API_ENDPOINT'; | ||
// const timeout = <TIMEOUT_IN_MILLI_SECONDS>; | ||
|
||
// Imports the Google Cloud Featurestore Service Client library | ||
const {FeaturestoreServiceClient} = require('@google-cloud/aiplatform').v1; | ||
|
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// Specifies the location of the api endpoint | ||
const clientOptions = { | ||
apiEndpoint: apiEndpoint, | ||
}; | ||
|
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// Instantiates a client | ||
const featurestoreServiceClient = new FeaturestoreServiceClient( | ||
clientOptions | ||
); | ||
|
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async function deleteFeaturestore() { | ||
// Configure the name resource | ||
const name = `projects/${project}/locations/${location}/featurestores/${featurestoreId}`; | ||
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const request = { | ||
name: name, | ||
force: Boolean(force), | ||
}; | ||
|
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// Delete Featurestore request | ||
const [operation] = await featurestoreServiceClient.deleteFeaturestore( | ||
request, | ||
{timeout: Number(timeout)} | ||
); | ||
const [response] = await operation.promise(); | ||
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console.log('Delete featurestore response'); | ||
console.log('Raw response:'); | ||
console.log(JSON.stringify(response, null, 2)); | ||
} | ||
deleteFeaturestore(); | ||
// [END aiplatform_delete_featurestore_sample] | ||
} | ||
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||
process.on('unhandledRejection', err => { | ||
console.error(err.message); | ||
process.exitCode = 1; | ||
}); | ||
|
||
main(...process.argv.slice(2)); |
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/* | ||
* Copyright 2022 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
|
||
/* | ||
* Gets details of a single Featurestore. | ||
* See https://cloud.google.com/vertex-ai/docs/featurestore/setup before running | ||
* the code snippet | ||
*/ | ||
|
||
'use strict'; | ||
|
||
async function main( | ||
project, | ||
featurestoreId, | ||
location = 'us-central1', | ||
apiEndpoint = 'us-central1-aiplatform.googleapis.com', | ||
timeout = 5000 | ||
) { | ||
// [START aiplatform_get_featurestore_sample] | ||
/** | ||
* TODO(developer): Uncomment these variables before running the sample.\ | ||
* (Not necessary if passing values as arguments) | ||
*/ | ||
|
||
// const project = 'YOUR_PROJECT_ID'; | ||
// const featurestoreId = 'YOUR_FEATURESTORE_ID'; | ||
// const location = 'YOUR_PROJECT_LOCATION'; | ||
// const apiEndpoint = 'YOUR_API_ENDPOINT'; | ||
// const timeout = <TIMEOUT_IN_MILLI_SECONDS>; | ||
|
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// Imports the Google Cloud Featurestore Service Client library | ||
const {FeaturestoreServiceClient} = require('@google-cloud/aiplatform').v1; | ||
|
||
// Specifies the location of the api endpoint | ||
const clientOptions = { | ||
apiEndpoint: apiEndpoint, | ||
}; | ||
|
||
// Instantiates a client | ||
const featurestoreServiceClient = new FeaturestoreServiceClient( | ||
clientOptions | ||
); | ||
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async function getFeaturestore() { | ||
// Configure the parent resource | ||
const name = `projects/${project}/locations/${location}/featurestores/${featurestoreId}`; | ||
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const request = { | ||
name: name, | ||
}; | ||
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// Get Featurestore request | ||
const [response] = await featurestoreServiceClient.getFeaturestore( | ||
request, | ||
{timeout: Number(timeout)} | ||
); | ||
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console.log('Get featurestore response'); | ||
console.log(`Name : ${response.name}`); | ||
console.log('Raw response:'); | ||
console.log(JSON.stringify(response, null, 2)); | ||
} | ||
getFeaturestore(); | ||
// [END aiplatform_get_featurestore_sample] | ||
} | ||
|
||
process.on('unhandledRejection', err => { | ||
console.error(err.message); | ||
process.exitCode = 1; | ||
}); | ||
|
||
main(...process.argv.slice(2)); |
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@@ -0,0 +1,84 @@ | ||
/* | ||
* Copyright 2022 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
|
||
/* | ||
* Lists Featurestores asynchronously in a given project and location. | ||
* See https://cloud.google.com/vertex-ai/docs/featurestore/setup before running | ||
* the code snippet | ||
*/ | ||
|
||
'use strict'; | ||
|
||
async function main( | ||
project, | ||
location = 'us-central1', | ||
apiEndpoint = 'us-central1-aiplatform.googleapis.com', | ||
timeout = 5000 | ||
) { | ||
// [START aiplatform_list_featurestores_async_sample] | ||
/** | ||
* TODO(developer): Uncomment these variables before running the sample.\ | ||
* (Not necessary if passing values as arguments) | ||
*/ | ||
|
||
// const project = 'YOUR_PROJECT_ID'; | ||
// const location = 'YOUR_PROJECT_LOCATION'; | ||
// const apiEndpoint = 'YOUR_API_ENDPOINT'; | ||
// const timeout = <TIMEOUT_IN_MILLI_SECONDS>; | ||
|
||
// Imports the Google Cloud Featurestore Service Client library | ||
const {FeaturestoreServiceClient} = require('@google-cloud/aiplatform').v1; | ||
|
||
// Specifies the location of the api endpoint | ||
const clientOptions = { | ||
apiEndpoint: apiEndpoint, | ||
}; | ||
|
||
// Instantiates a client | ||
const featurestoreServiceClient = new FeaturestoreServiceClient( | ||
clientOptions | ||
); | ||
|
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async function listFeaturestoresAsync() { | ||
// Configure the parent resource | ||
const parent = `projects/${project}/locations/${location}`; | ||
|
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const request = { | ||
parent: parent, | ||
}; | ||
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// List featurestores async request | ||
const iterable = await featurestoreServiceClient.listFeaturestoresAsync( | ||
request, | ||
{timeout: Number(timeout)} | ||
); | ||
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console.log('List featurestores async response'); | ||
console.log('Raw response:'); | ||
for await (const response of iterable) { | ||
console.log(JSON.stringify(response, null, 2)); | ||
} | ||
} | ||
listFeaturestoresAsync(); | ||
// [END aiplatform_list_featurestores_async_sample] | ||
} | ||
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process.on('unhandledRejection', err => { | ||
console.error(err.message); | ||
process.exitCode = 1; | ||
}); | ||
|
||
main(...process.argv.slice(2)); |
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---|---|---|
@@ -0,0 +1,82 @@ | ||
/* | ||
* Copyright 2022 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
|
||
/* | ||
* Lists Featurestores in a given project and location. | ||
* See https://cloud.google.com/vertex-ai/docs/featurestore/setup before running | ||
* the code snippet | ||
*/ | ||
|
||
'use strict'; | ||
|
||
async function main( | ||
project, | ||
location = 'us-central1', | ||
apiEndpoint = 'us-central1-aiplatform.googleapis.com', | ||
timeout = 5000 | ||
) { | ||
// [START aiplatform_list_featurestores_sample] | ||
/** | ||
* TODO(developer): Uncomment these variables before running the sample.\ | ||
* (Not necessary if passing values as arguments) | ||
*/ | ||
|
||
// const project = 'YOUR_PROJECT_ID'; | ||
// const location = 'YOUR_PROJECT_LOCATION'; | ||
// const apiEndpoint = 'YOUR_API_ENDPOINT'; | ||
// const timeout = <TIMEOUT_IN_MILLI_SECONDS>; | ||
|
||
// Imports the Google Cloud Featurestore Service Client library | ||
const {FeaturestoreServiceClient} = require('@google-cloud/aiplatform').v1; | ||
|
||
// Specifies the location of the api endpoint | ||
const clientOptions = { | ||
apiEndpoint: apiEndpoint, | ||
}; | ||
|
||
// Instantiates a client | ||
const featurestoreServiceClient = new FeaturestoreServiceClient( | ||
clientOptions | ||
); | ||
|
||
async function listFeaturestores() { | ||
// Configure the parent resource | ||
const parent = `projects/${project}/locations/${location}`; | ||
|
||
const request = { | ||
parent: parent, | ||
}; | ||
|
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// List featurestores request | ||
const [response] = await featurestoreServiceClient.listFeaturestores( | ||
request, | ||
{timeout: Number(timeout)} | ||
); | ||
|
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console.log('List featurestores response'); | ||
console.log('Raw response:'); | ||
console.log(JSON.stringify(response, null, 2)); | ||
} | ||
listFeaturestores(); | ||
// [END aiplatform_list_featurestores_sample] | ||
} | ||
|
||
process.on('unhandledRejection', err => { | ||
console.error(err.message); | ||
process.exitCode = 1; | ||
}); | ||
|
||
main(...process.argv.slice(2)); |
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