From 13401f8c332a50b5076d3f4ac230d5ea49eb2c00 Mon Sep 17 00:00:00 2001 From: sirtorry Date: Sat, 14 Jul 2018 15:55:38 -0700 Subject: [PATCH 1/7] automl initial commit --- .../automl/automl_natural_language_dataset.py | 278 +++++++++++++ .../automl/automl_natural_language_model.py | 356 ++++++++++++++++ .../automl/automl_natural_language_predict.py | 91 +++++ language/automl/dataset_test.py | 61 +++ language/automl/model_test.py | 72 ++++ language/automl/predict_test.py | 28 ++ language/automl/resources/test.txt | 1 + .../automl/automl_translation_dataset.py | 239 +++++++++++ translate/automl/automl_translation_model.py | 271 ++++++++++++ .../automl/automl_translation_predict.py | 105 +++++ translate/automl/dataset_test.py | 61 +++ translate/automl/model_test.py | 74 ++++ translate/automl/predict_test.py | 28 ++ translate/automl/resources/input.txt | 1 + vision/automl/automl_vision_dataset.py | 275 +++++++++++++ vision/automl/automl_vision_model.py | 385 ++++++++++++++++++ vision/automl/automl_vision_predict.py | 94 +++++ vision/automl/dataset_test.py | 61 +++ vision/automl/model_test.py | 72 ++++ vision/automl/predict_test.py | 28 ++ vision/automl/resources/test.png | Bin 0 -> 2062390 bytes 21 files changed, 2581 insertions(+) create mode 100755 language/automl/automl_natural_language_dataset.py create mode 100755 language/automl/automl_natural_language_model.py create mode 100755 language/automl/automl_natural_language_predict.py create mode 100644 language/automl/dataset_test.py create mode 100644 language/automl/model_test.py create mode 100644 language/automl/predict_test.py create mode 100644 language/automl/resources/test.txt create mode 100755 translate/automl/automl_translation_dataset.py create mode 100755 translate/automl/automl_translation_model.py create mode 100644 translate/automl/automl_translation_predict.py create mode 100644 translate/automl/dataset_test.py create mode 100644 translate/automl/model_test.py create mode 100644 translate/automl/predict_test.py create mode 100644 translate/automl/resources/input.txt create mode 100755 vision/automl/automl_vision_dataset.py create mode 100755 vision/automl/automl_vision_model.py create mode 100755 vision/automl/automl_vision_predict.py create mode 100644 vision/automl/dataset_test.py create mode 100644 vision/automl/model_test.py create mode 100644 vision/automl/predict_test.py create mode 100644 vision/automl/resources/test.png diff --git a/language/automl/automl_natural_language_dataset.py b/language/automl/automl_natural_language_dataset.py new file mode 100755 index 000000000000..2d303f11255b --- /dev/null +++ b/language/automl/automl_natural_language_dataset.py @@ -0,0 +1,278 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on Dataset +with the Google AutoML Natural Language API. + +For more information, see the tutorial page at +https://cloud.google.com/natural-language/automl/docs/ +""" + +# [START automl_natural_language_import] +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +# [END automl_natural_language_import] + + +# [START automl_natural_language_create_dataset] +def create_dataset(project_id, compute_region, dataset_name, multilabel=False): + """Create a dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_name: Name of the dataset. + multilabel: Type of the classification problem. + False - MULTICLASS, True - MULTILABEL. + Default is False. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # Classification type is assigned based on multilabel value. + classification_type = 'MULTICLASS' + if multilabel: + classification_type = 'MULTILABEL' + + # Specify the text classification type for the dataset. + dataset_metadata = { + 'classification_type': classification_type + } + + # Set dataset name and metadata. + my_dataset = { + 'display_name': dataset_name, + 'text_classification_dataset_metadata': dataset_metadata + } + + # Create a dataset with the dataset metadata in the region. + dataset = client.create_dataset(project_location, my_dataset) + + # Display the dataset information. + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Text classification dataset metadata:') + print('\t{}'.format(dataset.text_classification_dataset_metadata)) + print('Dataset example count: {}'.format(dataset.example_count)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_natural_language_create_dataset] + + +# [START automl_natural_language_list_datasets] +def list_datasets(project_id, compute_region, filter_): + """List all datasets. + Args: + project_id: Id of the project. + compute_region: Region name. + filter_: Filter expression. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # List all the datasets available in the region by applying filter. + response = client.list_datasets(project_location, filter_) + + print('List of datasets:') + for dataset in response: + # Display the dataset information. + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Text classification dataset metadata:') + print('\t{}'.format(dataset.text_classification_dataset_metadata)) + print('Dataset example count: {}'.format(dataset.example_count)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_natural_language_list_datasets] + + +# [START automl_natural_language_get_dataset] +def get_dataset(project_id, compute_region, dataset_id): + """Get the dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Get complete detail of the dataset. + dataset = client.get_dataset(dataset_full_id) + + # Display the dataset information. + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Text classification dataset metadata:') + print('\t{}'.format(dataset.text_classification_dataset_metadata)) + print('Dataset example count: {}'.format(dataset.example_count)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_natural_language_get_dataset] + + +# [START automl_natural_language_import_data] +def import_data(project_id, compute_region, dataset_id, path): + """Import labeled items. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: ID of the dataset into which the training content are to + be imported. + path: Google Cloud Storage URIs. + Target files must be in AutoML Natural Language CSV format. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Get the multiple Google Cloud Storage URIs. + input_uris = path.split(',') + input_config = {'gcs_source': { + 'input_uris': input_uris + }} + + # Import the dataset from the input URI. + response = client.import_data(dataset_full_id, input_config) + + print('Processing import...') + # synchronous check of operation status. + print('Data imported. {}'.format(response.result())) +# [END automl_natural_language_import_data] + + +# [START automl_natural_language_export_data] +def export_data(project_id, compute_region, dataset_id, output_uri): + """Export a dataset to a Google Cloud Storage bucket. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset to which will be exported. + output_uri: Google Cloud Storage URI for the export directory. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Set the output URI + output_config = {'gcs_destination': { + 'output_uri_prefix': output_uri + }} + + # Export the data to the output URI. + response = client.export_data(dataset_full_id, output_config) + + print('Processing export...') + # synchronous check of operation status. + print('Data exported. {}'.format(response.result())) +# [END automl_natural_language_export_data] + + +# [START automl_natural_language_delete_dataset] +def delete_dataset(project_id, compute_region, dataset_id): + """Delete a dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Delete a dataset. + response = client.delete_dataset(dataset_full_id) + + # synchronous check of operation status. + print('Dataset deleted. {}'.format(response.result())) +# [END automl_natural_language_delete_dataset] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + create_dataset_parser = subparsers.add_parser( + 'create_dataset', help=create_dataset.__doc__) + create_dataset_parser.add_argument('dataset_name') + create_dataset_parser.add_argument( + 'multilabel', nargs='?', choices=['False', 'True'], default='False') + + list_datasets_parser = subparsers.add_parser( + 'list_datasets', help=list_datasets.__doc__) + list_datasets_parser.add_argument( + 'filter_', nargs='?', default='text_classification_dataset_metadata:*') + + get_dataset_parser = subparsers.add_parser( + 'get_dataset', help=get_dataset.__doc__) + get_dataset_parser.add_argument('dataset_id') + + import_data_parser = subparsers.add_parser( + 'import_data', help=import_data.__doc__) + import_data_parser.add_argument('dataset_id') + import_data_parser.add_argument('path') + + export_data_parser = subparsers.add_parser( + 'export_data', help=export_data.__doc__) + export_data_parser.add_argument('dataset_id') + export_data_parser.add_argument('output_uri') + + delete_dataset_parser = subparsers.add_parser( + 'delete_dataset', help=delete_dataset.__doc__) + delete_dataset_parser.add_argument('dataset_id') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'create_dataset': + multilabel = True if args.multilabel == 'True' else False + create_dataset( + project_id, compute_region, args.dataset_name, multilabel) + if args.command == 'list_datasets': + list_datasets(project_id, compute_region, args.filter_) + if args.command == 'get_dataset': + get_dataset(project_id, compute_region, args.dataset_id) + if args.command == 'import_data': + import_data(project_id, compute_region, args.dataset_id, args.path) + if args.command == 'export_data': + export_data( + project_id, compute_region, args.dataset_id, args.output_uri) + if args.command == 'delete_dataset': + delete_dataset(project_id, compute_region, args.dataset_id) diff --git a/language/automl/automl_natural_language_model.py b/language/automl/automl_natural_language_model.py new file mode 100755 index 000000000000..86b5b384d72d --- /dev/null +++ b/language/automl/automl_natural_language_model.py @@ -0,0 +1,356 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on model +with the Google AutoML Natural Language API. + +For more information, see the tutorial page at +https://cloud.google.com/natural-language/automl/docs/ +""" + +# [START automl_natural_language_import] +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +from google.cloud.automl_v1beta1 import enums +# [END automl_natural_language_import] + + +# [START automl_natural_language_create_model] +def create_model( + project_id, compute_region, dataset_id, model_name): + """Create a model. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset to which model is created. + model_name: Name of the model. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # Set model name and model metadata for the dataset. + my_model = { + 'display_name': model_name, + 'dataset_id': dataset_id, + 'text_classification_model_metadata': {} + } + + # Create a model with the model metadata in the region. + response = client.create_model(project_location, my_model) + + print('Training operation name: {}'.format(response.operation.name)) + print('Training started...') + + # synchronous check of operation status. + model = response.result() + + # Retrieve deployment state. + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = 'deployed' + else: + deployment_state = 'undeployed' + + # Display the model information. + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_natural_language_create_model] + + +# [START automl_natural_language_get_operation_status] +def get_operation_status(operation_full_id): + """Get operation status. + Args: + operation_full_id: Full name of a operation. + For example, the name of your operation is + projects//locations/us-central1/operations/. + """ + client = automl.AutoMlClient() + + # Get the latest state of a long-running operation. + response = client._operations_client.get_operation(operation_full_id) + + print('Operation status: {}'.format(response)) +# [END automl_natural_language_get_operation_status] + + +# [START automl_natural_language_list_models] +def list_models(project_id, compute_region, filter_): + """List all models. + Args: + project_id: Id of the project. + compute_region: Region name. + filter: Filter expression. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # List all the models available in the region by applying filter. + response = client.list_models(project_location, filter_) + + print('List of models:') + for model in response: + # Retrieve deployment state. + deployment_state = '' + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = 'deployed' + else: + deployment_state = 'undeployed' + + # Display the model information. + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_natural_language_list_models] + + +# [START automl_natural_language_get_model] +def get_model(project_id, compute_region, model_id): + """Get model details. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # Get complete detail of the model. + model = client.get_model(model_full_id) + + # Retrieve deployment state. + deployment_state = '' + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = 'deployed' + else: + deployment_state = 'undeployed' + + # Display the model information. + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_natural_language_get_model] + + +# [START automl_natural_language_list_model_evaluations] +def list_model_evaluations(project_id, compute_region, model_id, filter_): + """List model evaluations. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + filter: Filter expression. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # List all the model evaluations in the model by applying filter. + response = client.list_model_evaluations(model_full_id, filter_) + + print('List of model evaluations:') + for element in response: + print(element) +# [END automl_natural_language_list_model_evaluations] + + +# [START automl_natural_language_get_model_evaluation] +def get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id): + """Get model evaluation. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + model_evaluation_id: Id of your model evaluation. + """ + client = automl.AutoMlClient() + + # Get the full path of the model evaluation. + model_evaluation_full_id = client.model_evaluation_path( + project_id, compute_region, model_id, model_evaluation_id) + + # Get complete detail of the model evaluation. + response = client.get_model_evaluation(model_evaluation_full_id) + + print(response) +# [END automl_natural_language_get_model_evaluation] + + +# [START automl_natural_language_display_evaluation] +def display_evaluation(project_id, compute_region, model_id, filter_): + """Display evaluation. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + filter: Filter expression. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # List all the model evaluations in the model by applying filter. + response = client.list_model_evaluations(model_full_id, filter_) + + # Iterate through the results. + for element in response: + # There is evaluation for each class in a model and for overall model. + # Get only the evaluation of overall model. + if not element.annotation_spec_id: + model_evaluation_id = element.name.split('/')[-1] + + # Resource name for the model evaluation. + model_evaluation_full_id = client.model_evaluation_path( + project_id, compute_region, model_id, model_evaluation_id) + + # Get a model evaluation. + model_evaluation = client.get_model_evaluation(model_evaluation_full_id) + + class_metrics = model_evaluation.classification_evaluation_metrics + confidence_metrics_entries = class_metrics.confidence_metrics_entry + + # Showing model score based on threshold of 0.5 + for confidence_metrics_entry in confidence_metrics_entries: + if confidence_metrics_entry.confidence_threshold == 0.5: + print('Precision and recall are based on a score threshold of 0.5') + print('Model Precision: {}%'.format( + round(confidence_metrics_entry.precision*100, 2))) + print('Model Recall: {}%'.format( + round(confidence_metrics_entry.recall*100, 2))) + print('Model F1 score: {}%'.format( + round(confidence_metrics_entry.f1_score*100, 2))) + print('Model Precision@1: {}%'.format( + round(confidence_metrics_entry.precision_at1*100, 2))) + print('Model Recall@1: {}%'.format( + round(confidence_metrics_entry.recall_at1*100, 2))) + print('Model F1 score@1: {}%'.format( + round(confidence_metrics_entry.f1_score_at1*100, 2))) +# [END automl_natural_language_display_evaluation] + + +# [START automl_natural_language_delete_model] +def delete_model(project_id, compute_region, model_id): + """Delete a model. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # Delete a model. + response = client.delete_model(model_full_id) + + # synchronous check of operation status. + print('Model deleted. {}'.format(response.result())) +# [END automl_natural_language_delete_model] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + create_model_parser = subparsers.add_parser( + 'create_model', help=create_model.__doc__) + create_model_parser.add_argument('dataset_id') + create_model_parser.add_argument('model_name') + + get_operation_status_parser = subparsers.add_parser( + 'get_operation_status', help=get_operation_status.__doc__) + get_operation_status_parser.add_argument('operation_full_id') + + list_models_parser = subparsers.add_parser( + 'list_models', help=list_models.__doc__) + list_models_parser.add_argument('filter_') + + get_model_parser = subparsers.add_parser( + 'get_model', help=get_model_evaluation.__doc__) + get_model_parser.add_argument('model_id') + + list_model_evaluations_parser = subparsers.add_parser( + 'list_model_evaluations', help=list_model_evaluations.__doc__) + list_model_evaluations_parser.add_argument('model_id') + list_model_evaluations_parser.add_argument( + 'filter_', nargs='?', default='') + + get_model_evaluation_parser = subparsers.add_parser( + 'get_model_evaluation', help=get_model_evaluation.__doc__) + get_model_evaluation_parser.add_argument('model_id') + get_model_evaluation_parser.add_argument('model_evaluation_id') + + display_evaluation_parser = subparsers.add_parser( + 'display_evaluation', help=display_evaluation.__doc__) + display_evaluation_parser.add_argument('model_id') + display_evaluation_parser.add_argument('filter_', nargs='?', default='') + + delete_model_parser = subparsers.add_parser( + 'delete_model', help=delete_model.__doc__) + delete_model_parser.add_argument('model_id') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'create_model': + create_model( + project_id, compute_region, args.dataset_id, args.model_name) + if args.command == 'get_operation_status': + get_operation_status(args.operation_full_id) + if args.command == 'list_models': + list_models(project_id, compute_region, args.filter_) + if args.command == 'get_model': + get_model(project_id, compute_region, args.model_id) + if args.command == 'list_model_evaluations': + list_model_evaluations( + project_id, compute_region, args.model_id, args.filter_) + if args.command == 'get_model_evaluation': + get_model_evaluation( + project_id, compute_region, args.model_id, + args.model_evaluation_id) + if args.command == 'display_evaluation': + display_evaluation( + project_id, compute_region, args.model_id, args.filter_) + if args.command == 'delete_model': + delete_model(project_id, compute_region, args.model_id) diff --git a/language/automl/automl_natural_language_predict.py b/language/automl/automl_natural_language_predict.py new file mode 100755 index 000000000000..5973594683d8 --- /dev/null +++ b/language/automl/automl_natural_language_predict.py @@ -0,0 +1,91 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on prediction +with the Google AutoML Natural Language API. + +For more information, see the tutorial page at +https://cloud.google.com/natural-language/automl/docs/ +""" + +# [START automl_natural_language_import] +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +# [END automl_natural_language_import] + + +# [START automl_natural_language_predict] +def predict(project_id, compute_region, model_id, file_path): + """Classify the content. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model which will be used for text classification. + file_path: Local text file path of the content to be classified. + """ + automl_client = automl.AutoMlClient() + + # Create client for prediction service. + prediction_client = automl.PredictionServiceClient() + + # Get the full path of the model. + model_full_id = automl_client.model_path( + project_id, compute_region, model_id) + + # Read the file content for prediction. + with open(file_path, 'rb') as content_file: + snippet = content_file.read() + + # Set the payload by giving the content and type of the file. + payload = { + 'text_snippet': { + 'content': snippet, + 'mime_type': 'text/plain' + } + } + + # params is additional domain-specific parameters. + # currently there is no additional parameters supported. + params = {} + response = prediction_client.predict(model_full_id, payload, params) + print('Prediction results:') + for result in response.payload: + print('Predicted class name: {}'.format(result.display_name)) + print('Predicted class score: {}'.format( + result.classification.score)) +# [END automl_natural_language_predict] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + predict_parser = subparsers.add_parser( + 'predict', help=predict.__doc__) + predict_parser.add_argument('model_id') + predict_parser.add_argument('file_path') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'predict': + predict(project_id, compute_region, args.model_id, args.file_path) diff --git a/language/automl/dataset_test.py b/language/automl/dataset_test.py new file mode 100644 index 000000000000..2b0d2d61d86b --- /dev/null +++ b/language/automl/dataset_test.py @@ -0,0 +1,61 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_natural_language_dataset +import datetime +import pytest + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +@pytest.mark.slow +def test_dataset_create_import_delete(capsys): + # create dataset + dataset_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + automl_natural_language_dataset.create_dataset(project_id, compute_region, + dataset_name) + out, _ = capsys.readouterr() + create_dataset_output = out.splitlines() + assert 'Dataset id: ' in create_dataset_output[1] + + # import data + dataset_id = create_dataset_output[1].split()[2] + data = 'gs://{}-vcm/happiness.csv'.format(project_id) + automl_natural_language_dataset.import_data(project_id, compute_region, + dataset_id, data) + out, _ = capsys.readouterr() + assert 'Data imported.' in out + + # delete dataset + automl_natural_language_dataset.delete_dataset(project_id, compute_region, + dataset_id) + out, _ = capsys.readouterr() + assert 'Dataset deleted.' in out + +def test_dataset_list_get(capsys): + # list datasets + automl_natural_language_dataset.list_datasets(project_id, compute_region, '') + out, _ = capsys.readouterr() + list_dataset_output = out.splitlines() + assert 'Dataset id: ' in list_dataset_output[2] + + # get dataset + dataset_id = list_dataset_output[2].split()[2] + automl_natural_language_dataset.get_dataset(project_id, compute_region, + dataset_id) + out, _ = capsys.readouterr() + assert 'Dataset name: ' in out \ No newline at end of file diff --git a/language/automl/model_test.py b/language/automl/model_test.py new file mode 100644 index 000000000000..22eedb88aec3 --- /dev/null +++ b/language/automl/model_test.py @@ -0,0 +1,72 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_natural_language_model +import datetime +from google.cloud import automl_v1beta1 as automl + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +def test_model_create_status_delete(capsys): + # create model + client = automl.AutoMlClient() + model_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + project_location = client.location_path(project_id, compute_region) + my_model = { + 'display_name': model_name, + 'dataset_id': '2551826603472450019', + 'text_classification_model_metadata': {} + } + response = client.create_model(project_location, my_model) + operation_name = response.operation.name + assert operation_name + + # get operation status + automl_natural_language_model.get_operation_status(operation_name) + out, _ = capsys.readouterr() + assert 'Operation status: ' in out + + # cancel operation + response.cancel() + +def test_model_list_get_evaluate(capsys): + # list models + automl_natural_language_model.list_models(project_id, compute_region, '') + out, _ = capsys.readouterr() + list_models_output = out.splitlines() + assert 'Model id: ' in list_models_output[2] + + # get model + model_id = list_models_output[2].split()[2] + automl_natural_language_model.get_model(project_id, compute_region, model_id) + out, _ = capsys.readouterr() + assert 'Model name: ' in out + + # list model evaluations + automl_natural_language_model.list_model_evaluations(project_id, compute_region, + model_id, '') + out, _ = capsys.readouterr() + list_evals_output = out.splitlines() + assert 'name: ' in list_evals_output[1] + + # get model evaluation + model_evaluation_id = list_evals_output[1].split('/')[-1][:-1] + automl_natural_language_model.get_model_evaluation(project_id, compute_region, + model_id, model_evaluation_id) + out, _ = capsys.readouterr() + assert 'evaluation_metric' in out \ No newline at end of file diff --git a/language/automl/predict_test.py b/language/automl/predict_test.py new file mode 100644 index 000000000000..35e548e7c0ec --- /dev/null +++ b/language/automl/predict_test.py @@ -0,0 +1,28 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_natural_language_predict + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +def test_predict(capsys): + model_id = '3472481026502981088' + automl_natural_language_predict.predict(project_id, compute_region, model_id, + 'resources/test.txt') + out, _ = capsys.readouterr() + assert 'Cheese' in out \ No newline at end of file diff --git a/language/automl/resources/test.txt b/language/automl/resources/test.txt new file mode 100644 index 000000000000..f0dde24bd9b1 --- /dev/null +++ b/language/automl/resources/test.txt @@ -0,0 +1 @@ +A strong taste of hazlenut and orange diff --git a/translate/automl/automl_translation_dataset.py b/translate/automl/automl_translation_dataset.py new file mode 100755 index 000000000000..1e696da3eea9 --- /dev/null +++ b/translate/automl/automl_translation_dataset.py @@ -0,0 +1,239 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on dataset +with the Google AutoML Translation API. + +For more information, see the documentation at +https://cloud.google.com/translate/automl/docs +""" +# [START automl_translation_import] + +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +# [END automl_translation_import] + + +# [START automl_translation_create_dataset] +def create_dataset(project_id, compute_region, dataset_name, source, target): + """Create a dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_name: Name of the dataset. + source: Source language code. + target: Target language code. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # Specify the source and target language. + dataset_metadata = { + 'source_language_code': source, + 'target_language_code': target, + } + # Set dataset name and dataset metadata + my_dataset = { + 'display_name': dataset_name, + 'translation_dataset_metadata': dataset_metadata + } + + # Create a dataset with the dataset metadata in the region. + dataset = client.create_dataset(project_location, my_dataset) + + # Display the dataset information + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Translation dataset Metadata:') + print('\tsource_language_code: {}'.format( + dataset.translation_dataset_metadata.source_language_code)) + print('\ttarget_language_code: {}'.format( + dataset.translation_dataset_metadata.target_language_code)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_translation_create_dataset] + + +# [START automl_translation_list_datasets] +def list_datasets(project_id, compute_region, filter_): + """List Datasets. + Args: + project_id: Id of the project. + compute_region: Region name. + filter_: Filter expression. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # List all the datasets available in the region by applying filter. + response = client.list_datasets(project_location, filter_) + + print('List of datasets:') + for dataset in response: + # Display the dataset information + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Translation dataset metadata:') + print('\tsource_language_code: {}'.format( + dataset.translation_dataset_metadata.source_language_code)) + print('\ttarget_language_code: {}'.format( + dataset.translation_dataset_metadata.target_language_code)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_translation_list_datasets] + + +# [START automl_translation_get_dataset] +def get_dataset(project_id, compute_region, dataset_id): + """Get the dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Get complete detail of the dataset. + dataset = client.get_dataset(dataset_full_id) + + # Display the dataset information + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Translation dataset metadata:') + print('\tsource_language_code: {}'.format( + dataset.translation_dataset_metadata.source_language_code)) + print('\ttarget_language_code: {}'.format( + dataset.translation_dataset_metadata.target_language_code)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_translation_get_dataset] + + +# [START automl_translation_import_data] +def import_data(project_id, compute_region, dataset_id, path): + """Import sentence pairs to the dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset to which the + training data will be imported. + path: Path of the training data csv file. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Get the multiple Google Cloud Storage URIs + input_uris = path.split(',') + input_config = {'gcs_source': { + 'input_uris': input_uris + }} + + # Import data from the input URI + response = client.import_data(dataset_full_id, input_config) + + print('Processing import...') + # synchronous check of operation status + print('Data imported. {}'.format(response.result())) +# [END automl_translation_import_data] + + +# [START automl_translation_delete_dataset] +def delete_dataset(project_id, compute_region, dataset_id): + """Delete a dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Delete a dataset. + response = client.delete_dataset(dataset_full_id) + + # synchronous check of operation status + print('Dataset deleted. {}'.format(response.result())) +# [END automl_translation_delete_dataset] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + create_dataset_parser = subparsers.add_parser( + 'create_dataset', help=create_dataset.__doc__) + create_dataset_parser.add_argument('dataset_name') + create_dataset_parser.add_argument('source') + create_dataset_parser.add_argument('target') + + list_datasets_parser = subparsers.add_parser( + 'list_datasets', help=list_datasets.__doc__) + list_datasets_parser.add_argument('filter', nargs='?', default='') + + import_data_parser = subparsers.add_parser( + 'import_data', help=import_data.__doc__) + import_data_parser.add_argument('dataset_id') + import_data_parser.add_argument('path') + + delete_dataset_parser = subparsers.add_parser( + 'delete_dataset', help=delete_dataset.__doc__) + delete_dataset_parser.add_argument('dataset_id') + + get_dataset_parser = subparsers.add_parser( + 'get_dataset', help=get_dataset.__doc__) + get_dataset_parser.add_argument('dataset_id') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'create_dataset': + create_dataset( + project_id, compute_region, args.dataset_name, args.source, + args.target) + if args.command == 'list_datasets': + list_datasets(project_id, compute_region, args.filter) + if args.command == 'get_dataset': + get_dataset(project_id, compute_region, args.dataset_id) + if args.command == 'import_data': + import_data(project_id, compute_region, args.dataset_id, args.path) + if args.command == 'delete_dataset': + delete_dataset(project_id, compute_region, args.dataset_id) diff --git a/translate/automl/automl_translation_model.py b/translate/automl/automl_translation_model.py new file mode 100755 index 000000000000..ed798dfb84e7 --- /dev/null +++ b/translate/automl/automl_translation_model.py @@ -0,0 +1,271 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on model +with the Google AutoML Translation API. + +For more information, see the documentation at +https://cloud.google.com/translate/automl/docs +""" +# [START automl_translation_import] + +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +from google.cloud.automl_v1beta1 import enums +# [END automl_translation_import] + + +# [START automl_translation_create_model] +def create_model(project_id, compute_region, dataset_id, model_name): + """Create a model. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset to which model is created. + model_name: Name of the model. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # Set model name and dataset. + my_model = { + 'display_name': model_name, + 'dataset_id': dataset_id, + 'translation_model_metadata': { + 'base_model': '' + } + } + + # Create a model with the model metadata in the region. + response = client.create_model(project_location, my_model) + + print('Training operation name: {}'.format(response.operation.name)) + print('Training started...') +# [END automl_translation_create_model] + + +# [START automl_translation_list_models] +def list_models(project_id, compute_region, filter_): + """List all models. + Args: + project_id: Id of the project. + compute_region: Region name. + filter_: Filter expression. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # List all the models available in the region by applying filter. + response = client.list_models(project_location, filter_) + + print('List of models:') + for model in response: + # Display the model information. + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = "deployed" + else: + deployment_state = "undeployed" + + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_translation_list_models] + + +# [START automl_translation_get_model] +def get_model(project_id, compute_region, model_id): + """Get model details. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # Get complete detail of the model. + model = client.get_model(model_full_id) + + # Retrieve deployment state. + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = "deployed" + else: + deployment_state = "undeployed" + + # Display the model information. + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_translation_get_model] + + +# [START automl_translation_list_model_evaluations] +def list_model_evaluations(project_id, compute_region, model_id, filter_): + """List model evaluations. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + filter_: Filter expression. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + print('List of model evaluations:') + for element in client.list_model_evaluations(model_full_id, filter_): + print(element) +# [END automl_translation_list_model_evaluations] + + +# [START automl_translation_get_model_evaluation] +def get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id): + """Get model evaluation. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + model_evaluation_id: Id of your model evaluation. + """ + client = automl.AutoMlClient() + + # Get the full path of the model evaluation. + model_evaluation_full_id = client.model_evaluation_path( + project_id, compute_region, model_id, model_evaluation_id) + + # Get complete detail of the model evaluation. + response = client.get_model_evaluation(model_evaluation_full_id) + + print(response) +# [END automl_translation_get_model_evaluation] + + +# [START automl_translation_delete_model] +def delete_model(project_id, compute_region, model_id): + """Delete a model. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # Delete a model. + response = client.delete_model(model_full_id) + + # synchronous check of operation status. + print('Model deleted. {}'.format(response.result())) +# [END automl_translation_delete_model] + + +# [START automl_translation_get_operation_status] +def get_operation_status(operation_full_id): + """Get operation status. + Args: + operation_full_id: Full name of a operation. + For example, the name of your operation is + projects//locations/us-central1/operations/ + """ + client = automl.AutoMlClient() + + # Get the latest state of a long-running operation. + response = client._operations_client.get_operation(operation_full_id) + + print('Operation status: {}'.format(response)) +# [END automl_translation_get_operation_status] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + create_model_parser = subparsers.add_parser( + 'create_model', help=create_model.__doc__) + create_model_parser.add_argument('dataset_id') + create_model_parser.add_argument('model_name') + + list_model_evaluations_parser = subparsers.add_parser( + 'list_model_evaluations', help=list_model_evaluations.__doc__) + list_model_evaluations_parser.add_argument('model_id') + list_model_evaluations_parser.add_argument('filter', nargs='?', default='') + + get_model_evaluation_parser = subparsers.add_parser( + 'get_model_evaluation', help=get_model_evaluation.__doc__) + get_model_evaluation_parser.add_argument('model_id') + get_model_evaluation_parser.add_argument('model_evaluation_id') + + get_model_parser = subparsers.add_parser( + 'get_model', help=get_model.__doc__) + get_model_parser.add_argument('model_id') + + get_operation_status_parser = subparsers.add_parser( + 'get_operation_status', help=get_operation_status.__doc__) + get_operation_status_parser.add_argument('operation_full_id') + + list_models_parser = subparsers.add_parser( + 'list_models', help=list_models.__doc__) + list_models_parser.add_argument('filter', nargs='?', default='') + + delete_model_parser = subparsers.add_parser( + 'delete_model', help=delete_model.__doc__) + delete_model_parser.add_argument('model_id') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'create_model': + create_model( + project_id, compute_region, args.dataset_id, args.model_name) + if args.command == 'list_models': + list_models(project_id, compute_region, args.filter) + if args.command == 'get_model': + get_model(project_id, compute_region, args.model_id) + if args.command == 'list_model_evaluations': + list_model_evaluations( + project_id, compute_region, args.model_id, args.filter) + if args.command == 'get_model_evaluation': + get_model_evaluation( + project_id, compute_region, args.model_id, + args.model_evaluation_id) + if args.command == 'delete_model': + delete_model(project_id, compute_region, args.model_id) + if args.command == 'get_operation_status': + get_operation_status(args.operation_full_id) diff --git a/translate/automl/automl_translation_predict.py b/translate/automl/automl_translation_predict.py new file mode 100644 index 000000000000..a9f50aca60c9 --- /dev/null +++ b/translate/automl/automl_translation_predict.py @@ -0,0 +1,105 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on prediction +with the Google AutoML Translation API. + +For more information, see the documentation at +https://cloud.google.com/translate/automl/docs +""" + +# [START automl_translation_import] +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +# [END automl_translation_import] + + +# [START automl_translation_predict] +def predict( + project_id, compute_region, model_id, file_path, + translation_allow_fallback=False): + """Translate the content. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model which translation needs to use. + file_path: Input file path of the content to be translated. + translation_allow_fallback: Use true if AutoML will fall-back + to use a Google translation model for translation requests + if the specified AutoML translation model cannot serve the request. + Use false to not use Google translation model. + """ + automl_client = automl.AutoMlClient() + + # Create client for prediction service. + prediction_client = automl.PredictionServiceClient() + + # Get the full path of the model. + model_full_id = automl_client.model_path( + project_id, compute_region, model_id) + + # Read the file content for translation. + with open(file_path, 'rb') as content_file: + content = content_file.read() + content.decode('utf-8') + + # Set the payload by giving the content of the file. + payload = { + 'text_snippet': { + 'content': content + } + } + + # params is additional domain-specific parameters. + # translation_allow_fallback allows to use Google translation model. + params = {} + if(translation_allow_fallback): + params = {'translation_allow_fallback': 'True'} + + response = prediction_client.predict(model_full_id, payload, params) + translated_content = response.payload[0].translation.translated_content + + print(u'Translated content: {}'.format(translated_content.content)) +# [END automl_translation_predict] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + predict_parser = subparsers.add_parser( + 'predict', help=predict.__doc__) + predict_parser.add_argument('model_id') + predict_parser.add_argument('file_path') + predict_parser.add_argument( + 'translation_allow_fallback', nargs='?', choices=['False', 'True'], + default='False') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'predict': + translation_allow_fallback = ( + True if args.translation_allow_fallback == 'True' else False) + predict( + project_id, compute_region, args.model_id, args.file_path, + translation_allow_fallback) diff --git a/translate/automl/dataset_test.py b/translate/automl/dataset_test.py new file mode 100644 index 000000000000..e4bb438570f2 --- /dev/null +++ b/translate/automl/dataset_test.py @@ -0,0 +1,61 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_translation_dataset +import datetime +import pytest + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +@pytest.mark.slow +def test_dataset_create_import_delete(capsys): + # create dataset + dataset_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + automl_translation_dataset.create_dataset(project_id, compute_region, + dataset_name, 'en', 'ja') + out, _ = capsys.readouterr() + create_dataset_output = out.splitlines() + assert 'Dataset id: ' in create_dataset_output[1] + + # import data + dataset_id = create_dataset_output[1].split()[2] + data = 'gs://{}-vcm/en-ja.csv'.format(project_id) + automl_translation_dataset.import_data(project_id, compute_region, + dataset_id, data) + out, _ = capsys.readouterr() + assert 'Data imported.' in out + + # delete dataset + automl_translation_dataset.delete_dataset(project_id, compute_region, + dataset_id) + out, _ = capsys.readouterr() + assert 'Dataset deleted.' in out + +def test_dataset_list_get(capsys): + # list datasets + automl_translation_dataset.list_datasets(project_id, compute_region, '') + out, _ = capsys.readouterr() + list_dataset_output = out.splitlines() + assert 'Dataset id: ' in list_dataset_output[2] + + # get dataset + dataset_id = list_dataset_output[2].split()[2] + automl_translation_dataset.get_dataset(project_id, compute_region, + dataset_id) + out, _ = capsys.readouterr() + assert 'Dataset name: ' in out \ No newline at end of file diff --git a/translate/automl/model_test.py b/translate/automl/model_test.py new file mode 100644 index 000000000000..53c3a1c2f9b2 --- /dev/null +++ b/translate/automl/model_test.py @@ -0,0 +1,74 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_translation_model +import datetime +from google.cloud import automl_v1beta1 as automl + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +def test_model_create_status_delete(capsys): + # create model + client = automl.AutoMlClient() + model_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + project_location = client.location_path(project_id, compute_region) + my_model = { + 'display_name': model_name, + 'dataset_id': '3876092572857648864', + 'translation_model_metadata': { + 'base_model': '' + } + } + response = client.create_model(project_location, my_model) + operation_name = response.operation.name + assert operation_name + + # get operation status + automl_translation_model.get_operation_status(operation_name) + out, _ = capsys.readouterr() + assert 'Operation status: ' in out + + # cancel operation + response.cancel() + +def test_model_list_get_evaluate(capsys): + # list models + automl_translation_model.list_models(project_id, compute_region, '') + out, _ = capsys.readouterr() + list_models_output = out.splitlines() + assert 'Model id: ' in list_models_output[2] + + # get model + model_id = list_models_output[2].split()[2] + automl_translation_model.get_model(project_id, compute_region, model_id) + out, _ = capsys.readouterr() + assert 'Model name: ' in out + + # list model evaluations + automl_translation_model.list_model_evaluations(project_id, compute_region, + model_id, '') + out, _ = capsys.readouterr() + list_evals_output = out.splitlines() + assert 'name: ' in list_evals_output[1] + + # get model evaluation + model_evaluation_id = list_evals_output[1].split('/')[-1][:-1] + automl_translation_model.get_model_evaluation(project_id, compute_region, + model_id, model_evaluation_id) + out, _ = capsys.readouterr() + assert 'evaluation_metric' in out \ No newline at end of file diff --git a/translate/automl/predict_test.py b/translate/automl/predict_test.py new file mode 100644 index 000000000000..5f8397770c59 --- /dev/null +++ b/translate/automl/predict_test.py @@ -0,0 +1,28 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_translation_predict + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +def test_predict(capsys): + model_id = '3128559826197068699' + automl_translation_predict.predict(project_id, compute_region, model_id, + 'resources/input.txt', False) + out, _ = capsys.readouterr() + assert 'Translated content: ' in out \ No newline at end of file diff --git a/translate/automl/resources/input.txt b/translate/automl/resources/input.txt new file mode 100644 index 000000000000..5aecd6590fca --- /dev/null +++ b/translate/automl/resources/input.txt @@ -0,0 +1 @@ +Tell me how this ends \ No newline at end of file diff --git a/vision/automl/automl_vision_dataset.py b/vision/automl/automl_vision_dataset.py new file mode 100755 index 000000000000..deaf3966fe75 --- /dev/null +++ b/vision/automl/automl_vision_dataset.py @@ -0,0 +1,275 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on dataset +with the Google AutoML Vision API. + +For more information, the documentation at +https://cloud.google.com/vision/automl/docs. +""" + +# [START automl_vision_tutorial_import] +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +# [END automl_vision_tutorial_import] + + +# [START automl_vision_create_dataset] +def create_dataset(project_id, compute_region, dataset_name, multilabel=False): + """Create a dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_name: Name of the dataset. + multilabel: Type of the classification problem. + False - MULTICLASS, True - MULTILABEL + Default is False. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # Classification type is assigned based on multilabel value. + classification_type = 'MULTICLASS' + if multilabel: + classification_type = 'MULTILABEL' + + # Specify the image classification type for the dataset. + dataset_metadata = { + 'classification_type': classification_type + } + # Set dataset name and metadata of the dataset. + my_dataset = { + 'display_name': dataset_name, + 'image_classification_dataset_metadata': dataset_metadata + } + + # Create a dataset with the dataset metadata in the region. + dataset = client.create_dataset(project_location, my_dataset) + + # Display the dataset information. + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Image classification dataset metadata:') + print('\t{}'.format(dataset.image_classification_dataset_metadata)) + print('Dataset example count: {}'.format(dataset.example_count)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_vision_create_dataset] + + +# [START automl_vision_list_datasets] +def list_datasets(project_id, compute_region, filter_): + """List all datasets. + Args: + project_id: Id of the project. + compute_region: Region name. + filter: Filter expression. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # List all the datasets available in the region by applying filter. + response = client.list_datasets(project_location, filter_) + + print('List of datasets:') + for dataset in response: + # Display the dataset information. + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Image classification dataset metadata:') + print('\t{}'.format(dataset.image_classification_dataset_metadata)) + print('Dataset example count: {}'.format(dataset.example_count)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [END automl_vision_list_datasets] + + +# [START automl_vision_get_dataset] +def get_dataset(project_id, compute_region, dataset_id): + """Get the dataset. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Get complete detail of the dataset. + dataset = client.get_dataset(dataset_full_id) + + # Display the dataset information. + print('Dataset name: {}'.format(dataset.name)) + print('Dataset id: {}'.format(dataset.name.split('/')[-1])) + print('Dataset display name: {}'.format(dataset.display_name)) + print('Image classification dataset metadata:') + print('\t{}'.format(dataset.image_classification_dataset_metadata)) + print('Dataset example count: {}'.format(dataset.example_count)) + print('Dataset create time:') + print('\tseconds: {}'.format(dataset.create_time.seconds)) + print('\tnanos: {}'.format(dataset.create_time.nanos)) +# [START automl_vision_get_dataset] + + +# [START automl_vision_import_data] +def import_data(project_id, compute_region, dataset_id, path): + """Import labeled images. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset to which the + training data will be imported. + path: Google Cloud Storage URIs. + Target files must be in AutoML vision CSV format. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Get the multiple Google Cloud Storage URIs. + input_uris = path.split(',') + input_config = {'gcs_source': { + 'input_uris': input_uris + }} + + # Import data from the input URI. + response = client.import_data(dataset_full_id, input_config) + + print('Processing import...') + # synchronous check of operation status. + print('Data imported. {}'.format(response.result())) +# [END automl_vision_import_data] + + +# [START automl_vision_export_data] +def export_data(project_id, compute_region, dataset_id, gcs_uri): + """Export a dataset to a Google Cloud Storage bucket. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset to be exported. + gcs_uri: Destination URI (Google Cloud Storage) + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Set the output URI + output_config = {'gcs_destination': { + 'output_uri_prefix': gcs_uri + }} + + # Export the dataset to the output URI. + response = client.export_data(dataset_full_id, output_config) + + print('Processing export...') + # synchronous check of operation status. + print('Data exported. {}'.format(response.result())) +# [END automl_vision_export_data] + + +# [START automl_vision_delete_dataset] +def delete_dataset(project_id, compute_region, dataset_id): + """Delete a dataset + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset. + """ + client = automl.AutoMlClient() + + # Get the full path of the dataset. + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id) + + # Delete a dataset. + response = client.delete_dataset(dataset_full_id) + + # synchronous check of operation status. + print('Dataset deleted. {}'.format(response.result())) +# [END automl_visionl_delete_dataset] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + create_dataset_parser = subparsers.add_parser( + 'create_dataset', help=create_dataset.__doc__) + create_dataset_parser.add_argument('dataset_name') + create_dataset_parser.add_argument( + 'multilabel', nargs='?', choices=['False', 'True'], default='False') + + list_datasets_parser = subparsers.add_parser( + 'list_datasets', help=list_datasets.__doc__) + list_datasets_parser.add_argument('filter_') + + get_dataset_parser = subparsers.add_parser( + 'get_dataset', help=get_dataset.__doc__) + get_dataset_parser.add_argument('dataset_id') + + import_data_parser = subparsers.add_parser( + 'import_data', help=import_data.__doc__) + import_data_parser.add_argument('dataset_id') + import_data_parser.add_argument('path') + + export_data_parser = subparsers.add_parser( + 'export_data', help=export_data.__doc__) + export_data_parser.add_argument('dataset_id') + export_data_parser.add_argument('gcs_uri') + + delete_dataset_parser = subparsers.add_parser( + 'delete_dataset', help=delete_dataset.__doc__) + delete_dataset_parser.add_argument('dataset_id') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'create_dataset': + multilabel = True if args.multilabel == 'True' else False + create_dataset( + project_id, compute_region, args.dataset_name, multilabel) + if args.command == 'list_datasets': + list_datasets(project_id, compute_region, args.filter_) + if args.command == 'get_dataset': + get_dataset(project_id, compute_region, args.dataset_id) + if args.command == 'import_data': + import_data(project_id, compute_region, args.dataset_id, args.path) + if args.command == 'export_data': + export_data(project_id, compute_region, args.dataset_id, args.gcs_uri) + if args.command == 'delete_dataset': + delete_dataset(project_id, compute_region, args.dataset_id) diff --git a/vision/automl/automl_vision_model.py b/vision/automl/automl_vision_model.py new file mode 100755 index 000000000000..36476b8cdb5c --- /dev/null +++ b/vision/automl/automl_vision_model.py @@ -0,0 +1,385 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on model +with the Google AutoML Vision API. + +For more information, the documentation at +https://cloud.google.com/vision/automl/docs. +""" + +# [START automl_vision_tutorial_import] +import argparse +import os + +from google.cloud.automl_v1beta1 import enums +from google.cloud import automl_v1beta1 as automl +# [END automl_vision_tutorial_import] + + +# [START automl_vision_create_model] +def create_model( + project_id, compute_region, dataset_id, model_name, train_budget=0): + """Create a model. + Args: + project_id: Id of the project. + compute_region: Region name. + dataset_id: Id of the dataset. + model_name: Name of the model. + train_budget: Budget for training the model. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # Set model name and model metadata for the image dataset. + my_model = { + 'display_name': model_name, + 'dataset_id': dataset_id, + 'image_classification_model_metadata': {'train_budget': train_budget} if + train_budget else {} + } + + # Create a model with the model metadata in the region. + response = client.create_model(project_location, my_model) + + print('Training operation name: {}'.format(response.operation.name)) + print('Training started...') + + # synchronous check of operation status. + model = response.result() + + # Retrieve deployment state. + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = "deployed" + else: + deployment_state = "undeployed" + # Display the model information. + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Image classification model metadata:') + print('Training budget: {}'.format( + model.image_classification_model_metadata.train_budget)) + print('Training cost: {}'.format( + model.image_classification_model_metadata.train_cost)) + print('Stop reason: {}'.format( + model.image_classification_model_metadata.stop_reason)) + print('Base model id: {}'.format( + model.image_classification_model_metadata.base_model_id)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_vision_create_model] + + +# [START automl_vision_get_operation_status] +def get_operation_status(operation_full_id): + """Get operation status. + Args: + operation_full_id: Full name of a operation. + For example, the name of your operation is + projects//locations/us-central1/operations/. + """ + client = automl.AutoMlClient() + + # Get the latest state of a long-running operation. + response = client._operations_client.get_operation(operation_full_id) + + print('Operation status: {}'.format(response)) +# [END automl_vision_get_operation_status] + + +# [START automl_vision_list_models] +def list_models(project_id, compute_region, filter_): + """List all models. + Args: + project_id: Id of the project. + compute_region: Region name. + filter_: Filter expression. + """ + client = automl.AutoMlClient() + + # A resource that represents Google Cloud Platform location. + project_location = client.location_path(project_id, compute_region) + + # List all the models available in the region by applying filter. + response = client.list_models(project_location, filter_) + + print('List of models:') + for model in response: + # Retrieve deployment state. + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = "deployed" + else: + deployment_state = "undeployed" + + # Display the model information. + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Image classification model metadata:') + print('Training budget: {}'.format( + model.image_classification_model_metadata.train_budget)) + print('Training cost: {}'.format( + model.image_classification_model_metadata.train_cost)) + print('Stop reason: {}'.format( + model.image_classification_model_metadata.stop_reason)) + print('Base model id: {}'.format( + model.image_classification_model_metadata.base_model_id)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_vision_list_models] + + +# [START automl_vision_get_model] +def get_model(project_id, compute_region, model_id): + """Get model details. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # Get complete detail of the model. + model = client.get_model(model_full_id) + + # Retrieve deployment state. + if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: + deployment_state = "deployed" + else: + deployment_state = "undeployed" + + # Display the model information. + print('Model name: {}'.format(model.name)) + print('Model id: {}'.format(model.name.split('/')[-1])) + print('Model display name: {}'.format(model.display_name)) + print('Image classification model metadata:') + print('Training budget: {}'.format( + model.image_classification_model_metadata.train_budget)) + print('Training cost: {}'.format( + model.image_classification_model_metadata.train_cost)) + print('Stop reason: {}'.format( + model.image_classification_model_metadata.stop_reason)) + print('Base model id: {}'.format( + model.image_classification_model_metadata.base_model_id)) + print('Model create time:') + print('\tseconds: {}'.format(model.create_time.seconds)) + print('\tnanos: {}'.format(model.create_time.nanos)) + print('Model deployment state: {}'.format(deployment_state)) +# [END automl_vision_get_model] + + +# [START automl_vision_list_model_evaluations] +def list_model_evaluations(project_id, compute_region, model_id, filter_): + """List model evaluations. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + filter_: Filter expression. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # List all the model evaluations in the model by applying filter. + response = client.list_model_evaluations(model_full_id, filter_) + + print('List of model evaluations:') + for element in response: + print(element) +# [END automl_vision_list_model_evaluations] + + +# [START automl_vision_get_model_evaluation] +def get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id): + """Get model evaluation. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + model_evaluation_id: Id of your model evaluation. + """ + client = automl.AutoMlClient() + + # Get the full path of the model evaluation. + model_evaluation_full_id = client.model_evaluation_path( + project_id, compute_region, model_id, model_evaluation_id) + + # Get complete detail of the model evaluation. + response = client.get_model_evaluation(model_evaluation_full_id) + + print(response) +# [END automl_vision_get_model_evaluation] + + +# [START automl_vision_display_evaluation] +def display_evaluation(project_id, compute_region, model_id, filter_): + """Display evaluation. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + filter_: Filter expression. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # List all the model evaluations in the model by applying filter. + response = client.list_model_evaluations(model_full_id, filter_) + + # Iterate through the results. + for element in response: + # There is evaluation for each class in a model and for overall model. + # Get only the evaluation of overall model. + if not element.annotation_spec_id: + model_evaluation_id = element.name.split('/')[-1] + + # Resource name for the model evaluation. + model_evaluation_full_id = client.model_evaluation_path( + project_id, compute_region, model_id, model_evaluation_id) + + # Get a model evaluation. + model_evaluation = client.get_model_evaluation(model_evaluation_full_id) + + class_metrics = model_evaluation.classification_evaluation_metrics + confidence_metrics_entries = class_metrics.confidence_metrics_entry + + # Showing model score based on threshold of 0.5 + for confidence_metrics_entry in confidence_metrics_entries: + if confidence_metrics_entry.confidence_threshold == 0.5: + print('Precision and recall are based on a score threshold of 0.5') + print('Model Precision: {}%'.format( + round(confidence_metrics_entry.precision*100, 2))) + print('Model Recall: {}%'.format( + round(confidence_metrics_entry.recall*100, 2))) + print('Model F1 score: {}%'.format( + round(confidence_metrics_entry.f1_score*100, 2))) + print('Model Precision@1: {}%'.format( + round(confidence_metrics_entry.precision_at1*100, 2))) + print('Model Recall@1: {}%'.format( + round(confidence_metrics_entry.recall_at1*100, 2))) + print('Model F1 score@1: {}%'.format( + round(confidence_metrics_entry.f1_score_at1*100, 2))) +# [END automl_vision_display_evaluation] + + +# [START automl_vision_delete_model] +def delete_model(project_id, compute_region, model_id): + """Delete a model. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model. + """ + client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = client.model_path(project_id, compute_region, model_id) + + # Delete a model. + response = client.delete_model(model_full_id) + + # synchronous check of operation status. + print('Model deleted. {}'.format(response.result())) +# [END automl_vision_delete_model] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + create_model_parser = subparsers.add_parser( + 'create_model', help=create_model.__doc__) + create_model_parser.add_argument('dataset_id') + create_model_parser.add_argument('model_name') + create_model_parser.add_argument( + 'train_budget', type=int, nargs='?', default=0) + + get_operation_status_parser = subparsers.add_parser( + 'get_operation_status', help=get_operation_status.__doc__) + get_operation_status_parser.add_argument('operation_full_id') + + list_models_parser = subparsers.add_parser( + 'list_models', help=list_models.__doc__) + list_models_parser.add_argument('filter_') + + get_model_parser = subparsers.add_parser( + 'get_model', help=get_model.__doc__) + get_model_parser.add_argument('model_id') + + list_model_evaluations_parser = subparsers.add_parser( + 'list_model_evaluations', help=list_model_evaluations.__doc__) + list_model_evaluations_parser.add_argument('model_id') + list_model_evaluations_parser.add_argument( + 'filter_', nargs='?', default='') + + get_model_evaluation_parser = subparsers.add_parser( + 'get_model_evaluation', help=get_model_evaluation.__doc__) + get_model_evaluation_parser.add_argument('model_id') + get_model_evaluation_parser.add_argument('model_evaluation_id') + + display_evaluation_parser = subparsers.add_parser( + 'display_evaluation', help=display_evaluation.__doc__) + display_evaluation_parser.add_argument('model_id') + display_evaluation_parser.add_argument('filter_', nargs='?', default='') + + delete_model_parser = subparsers.add_parser( + 'delete_model', help=delete_model.__doc__) + delete_model_parser.add_argument('model_id') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'create_model': + create_model( + project_id, compute_region, args.dataset_id, args.model_name, + args.train_budget) + if args.command == 'get_operation_status': + get_operation_status(args.operation_full_id) + if args.command == 'list_models': + list_models(project_id, compute_region, args.filter_) + if args.command == 'get_model': + get_model(project_id, compute_region, args.model_id) + if args.command == 'list_model_evaluations': + list_model_evaluations( + project_id, compute_region, args.model_id, args.filter_) + if args.command == 'get_model_evaluation': + get_model_evaluation( + project_id, compute_region, args.model_id, + args.model_evaluation_id) + if args.command == 'display_evaluation': + display_evaluation( + project_id, compute_region, args.model_id, args.filter_) + if args.command == 'delete_model': + delete_model(project_id, compute_region, args.model_id) diff --git a/vision/automl/automl_vision_predict.py b/vision/automl/automl_vision_predict.py new file mode 100755 index 000000000000..303a4514e066 --- /dev/null +++ b/vision/automl/automl_vision_predict.py @@ -0,0 +1,94 @@ +#!/usr/bin/env python + +# Copyright 2018 Google Inc. All Rights Reserved. +# +# 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 +# +# http://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. + +"""This application demonstrates how to perform basic operations on prediction +with the Google AutoML Vision API. + +For more information, the documentation at +https://cloud.google.com/vision/automl/docs. +""" + +# [START automl_vision_tutorial_import] +import argparse +import os + +from google.cloud import automl_v1beta1 as automl +# [END automl_vision_tutorial_import] + + +# [START automl_vision_predict] +def predict(project_id, compute_region, model_id, file_path, score_threshold=''): + """Make a prediction for an image. + Args: + project_id: Id of the project. + compute_region: Region name. + model_id: Id of the model which will be used for image classification. + file_path: File path of the input image. + score_threshold: A value from 0.0 to 1.0. When the model + makes predictions for an image, it will only produce + results that have at least this confidence score threshold. + The default is 0.5. + """ + automl_client = automl.AutoMlClient() + + # Get the full path of the model. + model_full_id = automl_client.model_path( + project_id, compute_region, model_id) + + # Create client for prediction service. + prediction_client = automl.PredictionServiceClient() + + # Read the image and assign to payload. + with open(file_path, 'rb') as image_file: + content = image_file.read() + payload = {'image': {'image_bytes': content}} + + # params is additional domain-specific parameters. + # score_threshold is used to filter the result + # Initialize params + params = {} + if score_threshold: + params = {'score_threshold': score_threshold} + + response = prediction_client.predict(model_full_id, payload, params) + print('Prediction results:') + for result in response.payload: + print('Predicted class name: {}'.format(result.display_name)) + print('Predicted class score: {}'.format(result.classification.score)) +# [END automl_vision_predict] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + subparsers = parser.add_subparsers(dest='command') + + predict_parser = subparsers.add_parser( + 'predict', help=predict.__doc__) + predict_parser.add_argument('model_id') + predict_parser.add_argument('file_path') + predict_parser.add_argument('score_threshold', nargs='?', default='') + + project_id = os.environ['PROJECT_ID'] + compute_region = os.environ['REGION_NAME'] + + args = parser.parse_args() + + if args.command == 'predict': + predict( + project_id, compute_region, args.model_id, args.file_path, + args.score_threshold) diff --git a/vision/automl/dataset_test.py b/vision/automl/dataset_test.py new file mode 100644 index 000000000000..bee8796b9712 --- /dev/null +++ b/vision/automl/dataset_test.py @@ -0,0 +1,61 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_vision_dataset +import datetime +import pytest + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +@pytest.mark.slow +def test_dataset_create_import_delete(capsys): + # create dataset + dataset_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + automl_vision_dataset.create_dataset(project_id, compute_region, + dataset_name) + out, _ = capsys.readouterr() + create_dataset_output = out.splitlines() + assert 'Dataset id: ' in create_dataset_output[1] + + # import data + dataset_id = create_dataset_output[1].split()[2] + data = 'gs://{}-vcm/flower_traindata.csv'.format(project_id) + automl_vision_dataset.import_data(project_id, compute_region, + dataset_id, data) + out, _ = capsys.readouterr() + assert 'Data imported.' in out + + # delete dataset + automl_vision_dataset.delete_dataset(project_id, compute_region, + dataset_id) + out, _ = capsys.readouterr() + assert 'Dataset deleted.' in out + +def test_dataset_list_get(capsys): + # list datasets + automl_vision_dataset.list_datasets(project_id, compute_region, '') + out, _ = capsys.readouterr() + list_dataset_output = out.splitlines() + assert 'Dataset id: ' in list_dataset_output[2] + + # get dataset + dataset_id = list_dataset_output[2].split()[2] + automl_vision_dataset.get_dataset(project_id, compute_region, + dataset_id) + out, _ = capsys.readouterr() + assert 'Dataset name: ' in out \ No newline at end of file diff --git a/vision/automl/model_test.py b/vision/automl/model_test.py new file mode 100644 index 000000000000..43f619a7de36 --- /dev/null +++ b/vision/automl/model_test.py @@ -0,0 +1,72 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_vision_model +import datetime +from google.cloud import automl_v1beta1 as automl + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +def test_model_create_status_delete(capsys): + # create model + client = automl.AutoMlClient() + model_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + project_location = client.location_path(project_id, compute_region) + my_model = { + 'display_name': model_name, + 'dataset_id': '3946265060617537378', + 'image_classification_model_metadata': {} + } + response = client.create_model(project_location, my_model) + operation_name = response.operation.name + assert operation_name + + # get operation status + automl_vision_model.get_operation_status(operation_name) + out, _ = capsys.readouterr() + assert 'Operation status: ' in out + + # cancel operation + response.cancel() + +def test_model_list_get_evaluate(capsys): + # list models + automl_vision_model.list_models(project_id, compute_region, '') + out, _ = capsys.readouterr() + list_models_output = out.splitlines() + assert 'Model id: ' in list_models_output[2] + + # get model + model_id = list_models_output[2].split()[2] + automl_vision_model.get_model(project_id, compute_region, model_id) + out, _ = capsys.readouterr() + assert 'Model name: ' in out + + # list model evaluations + automl_vision_model.list_model_evaluations(project_id, compute_region, + model_id, '') + out, _ = capsys.readouterr() + list_evals_output = out.splitlines() + assert 'name: ' in list_evals_output[1] + + # get model evaluation + model_evaluation_id = list_evals_output[1].split('/')[-1][:-1] + automl_vision_model.get_model_evaluation(project_id, compute_region, + model_id, model_evaluation_id) + out, _ = capsys.readouterr() + assert 'evaluation_metric' in out \ No newline at end of file diff --git a/vision/automl/predict_test.py b/vision/automl/predict_test.py new file mode 100644 index 000000000000..aac93ec06cb6 --- /dev/null +++ b/vision/automl/predict_test.py @@ -0,0 +1,28 @@ +#!/usr/bin/env python + +# Copyright 2018 Google, Inc +# +# 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 +# +# http://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. + +import os +import automl_vision_predict + +project_id = os.environ['GCLOUD_PROJECT'] +compute_region = 'us-central1' + +def test_predict(capsys): + model_id = '7383667271543079510' + automl_vision_predict.predict(project_id, compute_region, model_id, + 'resources/test.png') + out, _ = capsys.readouterr() + assert 'maize' in out \ No newline at end of file diff --git a/vision/automl/resources/test.png b/vision/automl/resources/test.png new file 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zuh-E!zCOlEc=5Wuc>q^qA&DwwVY)|SaTL~Ee4K($&-482pMM?a zNtv=qfRMUaGclQnekqAp;S|71q9*yNDjr@$tO^FyaoxT5q#SDok$akonO(21qd?eV z*Afv6W#;nLTFY&iRwp9oa(_G?pI@J%%0);+*phMqRr5FwkYZ>j`0-ZOpO43NUCh}q zY>a?k5iCsAEDKRdAyJkpY=z;rtztxQh^U%7cgK)54q|5d`t|wav` z*mNFc8;-}-tof>uqcGpE>o|^};1b3sQE}|yy-zGud6qScTRxB8(f#H2pC>_2Xd4~}(OTRcZg38}nSDs)*2PeLS|+4$XO1z?C|eg?cM2D(U|M?Mc~9 TH!l;x00000NkvXXu0mjfd@#Id literal 0 HcmV?d00001 From 5828ce4d3bed34d009eec68db9f9187d2e4dd547 Mon Sep 17 00:00:00 2001 From: sirtorry Date: Tue, 17 Jul 2018 13:25:25 -0700 Subject: [PATCH 2/7] lint --- .../automl/automl_natural_language_dataset.py | 183 +++++----- .../automl/automl_natural_language_model.py | 241 +++++++------ .../automl/automl_natural_language_predict.py | 43 ++- language/automl/dataset_test.py | 40 ++- language/automl/model_test.py | 38 ++- language/automl/predict_test.py | 14 +- .../automl/automl_translation_dataset.py | 184 +++++----- translate/automl/automl_translation_model.py | 146 ++++---- .../automl/automl_translation_predict.py | 67 ++-- translate/automl/dataset_test.py | 36 +- translate/automl/model_test.py | 40 +-- translate/automl/predict_test.py | 14 +- vision/automl/automl_vision_dataset.py | 179 +++++----- vision/automl/automl_vision_model.py | 318 +++++++++++------- vision/automl/automl_vision_predict.py | 51 +-- vision/automl/dataset_test.py | 34 +- vision/automl/model_test.py | 36 +- vision/automl/predict_test.py | 14 +- 18 files changed, 923 insertions(+), 755 deletions(-) diff --git a/language/automl/automl_natural_language_dataset.py b/language/automl/automl_natural_language_dataset.py index 2d303f11255b..000160d9ab7e 100755 --- a/language/automl/automl_natural_language_dataset.py +++ b/language/automl/automl_natural_language_dataset.py @@ -26,6 +26,7 @@ import os from google.cloud import automl_v1beta1 as automl + # [END automl_natural_language_import] @@ -46,34 +47,34 @@ def create_dataset(project_id, compute_region, dataset_name, multilabel=False): project_location = client.location_path(project_id, compute_region) # Classification type is assigned based on multilabel value. - classification_type = 'MULTICLASS' + classification_type = "MULTICLASS" if multilabel: - classification_type = 'MULTILABEL' + classification_type = "MULTILABEL" # Specify the text classification type for the dataset. - dataset_metadata = { - 'classification_type': classification_type - } + dataset_metadata = {"classification_type": classification_type} # Set dataset name and metadata. my_dataset = { - 'display_name': dataset_name, - 'text_classification_dataset_metadata': dataset_metadata + "display_name": dataset_name, + "text_classification_dataset_metadata": dataset_metadata, } # Create a dataset with the dataset metadata in the region. dataset = client.create_dataset(project_location, my_dataset) # Display the dataset information. - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Text classification dataset metadata:') - print('\t{}'.format(dataset.text_classification_dataset_metadata)) - print('Dataset example count: {}'.format(dataset.example_count)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Text classification dataset metadata:") + print("\t{}".format(dataset.text_classification_dataset_metadata)) + print("Dataset example count: {}".format(dataset.example_count)) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_natural_language_create_dataset] @@ -93,18 +94,20 @@ def list_datasets(project_id, compute_region, filter_): # List all the datasets available in the region by applying filter. response = client.list_datasets(project_location, filter_) - print('List of datasets:') + print("List of datasets:") for dataset in response: # Display the dataset information. - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Text classification dataset metadata:') - print('\t{}'.format(dataset.text_classification_dataset_metadata)) - print('Dataset example count: {}'.format(dataset.example_count)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Text classification dataset metadata:") + print("\t{}".format(dataset.text_classification_dataset_metadata)) + print("Dataset example count: {}".format(dataset.example_count)) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_natural_language_list_datasets] @@ -119,22 +122,23 @@ def get_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Get complete detail of the dataset. dataset = client.get_dataset(dataset_full_id) # Display the dataset information. - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Text classification dataset metadata:') - print('\t{}'.format(dataset.text_classification_dataset_metadata)) - print('Dataset example count: {}'.format(dataset.example_count)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Text classification dataset metadata:") + print("\t{}".format(dataset.text_classification_dataset_metadata)) + print("Dataset example count: {}".format(dataset.example_count)) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_natural_language_get_dataset] @@ -152,21 +156,20 @@ def import_data(project_id, compute_region, dataset_id, path): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Get the multiple Google Cloud Storage URIs. - input_uris = path.split(',') - input_config = {'gcs_source': { - 'input_uris': input_uris - }} + input_uris = path.split(",") + input_config = {"gcs_source": {"input_uris": input_uris}} # Import the dataset from the input URI. response = client.import_data(dataset_full_id, input_config) - print('Processing import...') + print("Processing import...") # synchronous check of operation status. - print('Data imported. {}'.format(response.result())) + print("Data imported. {}".format(response.result())) + + # [END automl_natural_language_import_data] @@ -182,20 +185,19 @@ def export_data(project_id, compute_region, dataset_id, output_uri): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Set the output URI - output_config = {'gcs_destination': { - 'output_uri_prefix': output_uri - }} + output_config = {"gcs_destination": {"output_uri_prefix": output_uri}} # Export the data to the output URI. response = client.export_data(dataset_full_id, output_config) - print('Processing export...') + print("Processing export...") # synchronous check of operation status. - print('Data exported. {}'.format(response.result())) + print("Data exported. {}".format(response.result())) + + # [END automl_natural_language_export_data] @@ -210,69 +212,70 @@ def delete_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Delete a dataset. response = client.delete_dataset(dataset_full_id) # synchronous check of operation status. - print('Dataset deleted. {}'.format(response.result())) + print("Dataset deleted. {}".format(response.result())) + + # [END automl_natural_language_delete_dataset] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") create_dataset_parser = subparsers.add_parser( - 'create_dataset', help=create_dataset.__doc__) - create_dataset_parser.add_argument('dataset_name') + "create_dataset", help=create_dataset.__doc__ + ) + create_dataset_parser.add_argument("dataset_name") create_dataset_parser.add_argument( - 'multilabel', nargs='?', choices=['False', 'True'], default='False') + "multilabel", nargs="?", choices=["False", "True"], default="False" + ) list_datasets_parser = subparsers.add_parser( - 'list_datasets', help=list_datasets.__doc__) + "list_datasets", help=list_datasets.__doc__ + ) list_datasets_parser.add_argument( - 'filter_', nargs='?', default='text_classification_dataset_metadata:*') + "filter_", nargs="?", default="text_classification_dataset_metadata:*" + ) - get_dataset_parser = subparsers.add_parser( - 'get_dataset', help=get_dataset.__doc__) - get_dataset_parser.add_argument('dataset_id') + get_dataset_parser = subparsers.add_parser("get_dataset", help=get_dataset.__doc__) + get_dataset_parser.add_argument("dataset_id") - import_data_parser = subparsers.add_parser( - 'import_data', help=import_data.__doc__) - import_data_parser.add_argument('dataset_id') - import_data_parser.add_argument('path') + import_data_parser = subparsers.add_parser("import_data", help=import_data.__doc__) + import_data_parser.add_argument("dataset_id") + import_data_parser.add_argument("path") - export_data_parser = subparsers.add_parser( - 'export_data', help=export_data.__doc__) - export_data_parser.add_argument('dataset_id') - export_data_parser.add_argument('output_uri') + export_data_parser = subparsers.add_parser("export_data", help=export_data.__doc__) + export_data_parser.add_argument("dataset_id") + export_data_parser.add_argument("output_uri") delete_dataset_parser = subparsers.add_parser( - 'delete_dataset', help=delete_dataset.__doc__) - delete_dataset_parser.add_argument('dataset_id') + "delete_dataset", help=delete_dataset.__doc__ + ) + delete_dataset_parser.add_argument("dataset_id") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'create_dataset': - multilabel = True if args.multilabel == 'True' else False - create_dataset( - project_id, compute_region, args.dataset_name, multilabel) - if args.command == 'list_datasets': + if args.command == "create_dataset": + multilabel = True if args.multilabel == "True" else False + create_dataset(project_id, compute_region, args.dataset_name, multilabel) + if args.command == "list_datasets": list_datasets(project_id, compute_region, args.filter_) - if args.command == 'get_dataset': + if args.command == "get_dataset": get_dataset(project_id, compute_region, args.dataset_id) - if args.command == 'import_data': + if args.command == "import_data": import_data(project_id, compute_region, args.dataset_id, args.path) - if args.command == 'export_data': - export_data( - project_id, compute_region, args.dataset_id, args.output_uri) - if args.command == 'delete_dataset': + if args.command == "export_data": + export_data(project_id, compute_region, args.dataset_id, args.output_uri) + if args.command == "delete_dataset": delete_dataset(project_id, compute_region, args.dataset_id) diff --git a/language/automl/automl_natural_language_model.py b/language/automl/automl_natural_language_model.py index 86b5b384d72d..5c4eba79e00a 100755 --- a/language/automl/automl_natural_language_model.py +++ b/language/automl/automl_natural_language_model.py @@ -27,12 +27,12 @@ from google.cloud import automl_v1beta1 as automl from google.cloud.automl_v1beta1 import enums + # [END automl_natural_language_import] # [START automl_natural_language_create_model] -def create_model( - project_id, compute_region, dataset_id, model_name): +def create_model(project_id, compute_region, dataset_id, model_name): """Create a model. Args: project_id: Id of the project. @@ -47,34 +47,36 @@ def create_model( # Set model name and model metadata for the dataset. my_model = { - 'display_name': model_name, - 'dataset_id': dataset_id, - 'text_classification_model_metadata': {} + "display_name": model_name, + "dataset_id": dataset_id, + "text_classification_model_metadata": {}, } # Create a model with the model metadata in the region. response = client.create_model(project_location, my_model) - print('Training operation name: {}'.format(response.operation.name)) - print('Training started...') + print("Training operation name: {}".format(response.operation.name)) + print("Training started...") # synchronous check of operation status. model = response.result() # Retrieve deployment state. if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: - deployment_state = 'deployed' + deployment_state = "deployed" else: - deployment_state = 'undeployed' + deployment_state = "undeployed" # Display the model information. - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_natural_language_create_model] @@ -91,7 +93,9 @@ def get_operation_status(operation_full_id): # Get the latest state of a long-running operation. response = client._operations_client.get_operation(operation_full_id) - print('Operation status: {}'.format(response)) + print("Operation status: {}".format(response)) + + # [END automl_natural_language_get_operation_status] @@ -111,23 +115,25 @@ def list_models(project_id, compute_region, filter_): # List all the models available in the region by applying filter. response = client.list_models(project_location, filter_) - print('List of models:') + print("List of models:") for model in response: # Retrieve deployment state. - deployment_state = '' + deployment_state = "" if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: - deployment_state = 'deployed' + deployment_state = "deployed" else: - deployment_state = 'undeployed' + deployment_state = "undeployed" # Display the model information. - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_natural_language_list_models] @@ -148,20 +154,22 @@ def get_model(project_id, compute_region, model_id): model = client.get_model(model_full_id) # Retrieve deployment state. - deployment_state = '' + deployment_state = "" if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: - deployment_state = 'deployed' + deployment_state = "deployed" else: - deployment_state = 'undeployed' + deployment_state = "undeployed" # Display the model information. - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_natural_language_get_model] @@ -182,15 +190,16 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): # List all the model evaluations in the model by applying filter. response = client.list_model_evaluations(model_full_id, filter_) - print('List of model evaluations:') + print("List of model evaluations:") for element in response: print(element) + + # [END automl_natural_language_list_model_evaluations] # [START automl_natural_language_get_model_evaluation] -def get_model_evaluation( - project_id, compute_region, model_id, model_evaluation_id): +def get_model_evaluation(project_id, compute_region, model_id, model_evaluation_id): """Get model evaluation. Args: project_id: Id of the project. @@ -202,12 +211,15 @@ def get_model_evaluation( # Get the full path of the model evaluation. model_evaluation_full_id = client.model_evaluation_path( - project_id, compute_region, model_id, model_evaluation_id) + project_id, compute_region, model_id, model_evaluation_id + ) # Get complete detail of the model evaluation. response = client.get_model_evaluation(model_evaluation_full_id) print(response) + + # [END automl_natural_language_get_model_evaluation] @@ -233,11 +245,12 @@ def display_evaluation(project_id, compute_region, model_id, filter_): # There is evaluation for each class in a model and for overall model. # Get only the evaluation of overall model. if not element.annotation_spec_id: - model_evaluation_id = element.name.split('/')[-1] + model_evaluation_id = element.name.split("/")[-1] # Resource name for the model evaluation. model_evaluation_full_id = client.model_evaluation_path( - project_id, compute_region, model_id, model_evaluation_id) + project_id, compute_region, model_id, model_evaluation_id + ) # Get a model evaluation. model_evaluation = client.get_model_evaluation(model_evaluation_full_id) @@ -248,19 +261,39 @@ def display_evaluation(project_id, compute_region, model_id, filter_): # Showing model score based on threshold of 0.5 for confidence_metrics_entry in confidence_metrics_entries: if confidence_metrics_entry.confidence_threshold == 0.5: - print('Precision and recall are based on a score threshold of 0.5') - print('Model Precision: {}%'.format( - round(confidence_metrics_entry.precision*100, 2))) - print('Model Recall: {}%'.format( - round(confidence_metrics_entry.recall*100, 2))) - print('Model F1 score: {}%'.format( - round(confidence_metrics_entry.f1_score*100, 2))) - print('Model Precision@1: {}%'.format( - round(confidence_metrics_entry.precision_at1*100, 2))) - print('Model Recall@1: {}%'.format( - round(confidence_metrics_entry.recall_at1*100, 2))) - print('Model F1 score@1: {}%'.format( - round(confidence_metrics_entry.f1_score_at1*100, 2))) + print("Precision and recall are based on a score threshold of 0.5") + print( + "Model Precision: {}%".format( + round(confidence_metrics_entry.precision * 100, 2) + ) + ) + print( + "Model Recall: {}%".format( + round(confidence_metrics_entry.recall * 100, 2) + ) + ) + print( + "Model F1 score: {}%".format( + round(confidence_metrics_entry.f1_score * 100, 2) + ) + ) + print( + "Model Precision@1: {}%".format( + round(confidence_metrics_entry.precision_at1 * 100, 2) + ) + ) + print( + "Model Recall@1: {}%".format( + round(confidence_metrics_entry.recall_at1 * 100, 2) + ) + ) + print( + "Model F1 score@1: {}%".format( + round(confidence_metrics_entry.f1_score_at1 * 100, 2) + ) + ) + + # [END automl_natural_language_display_evaluation] @@ -281,76 +314,80 @@ def delete_model(project_id, compute_region, model_id): response = client.delete_model(model_full_id) # synchronous check of operation status. - print('Model deleted. {}'.format(response.result())) + print("Model deleted. {}".format(response.result())) + + # [END automl_natural_language_delete_model] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") create_model_parser = subparsers.add_parser( - 'create_model', help=create_model.__doc__) - create_model_parser.add_argument('dataset_id') - create_model_parser.add_argument('model_name') + "create_model", help=create_model.__doc__ + ) + create_model_parser.add_argument("dataset_id") + create_model_parser.add_argument("model_name") get_operation_status_parser = subparsers.add_parser( - 'get_operation_status', help=get_operation_status.__doc__) - get_operation_status_parser.add_argument('operation_full_id') + "get_operation_status", help=get_operation_status.__doc__ + ) + get_operation_status_parser.add_argument("operation_full_id") - list_models_parser = subparsers.add_parser( - 'list_models', help=list_models.__doc__) - list_models_parser.add_argument('filter_') + list_models_parser = subparsers.add_parser("list_models", help=list_models.__doc__) + list_models_parser.add_argument("filter_") get_model_parser = subparsers.add_parser( - 'get_model', help=get_model_evaluation.__doc__) - get_model_parser.add_argument('model_id') + "get_model", help=get_model_evaluation.__doc__ + ) + get_model_parser.add_argument("model_id") list_model_evaluations_parser = subparsers.add_parser( - 'list_model_evaluations', help=list_model_evaluations.__doc__) - list_model_evaluations_parser.add_argument('model_id') - list_model_evaluations_parser.add_argument( - 'filter_', nargs='?', default='') + "list_model_evaluations", help=list_model_evaluations.__doc__ + ) + list_model_evaluations_parser.add_argument("model_id") + list_model_evaluations_parser.add_argument("filter_", nargs="?", default="") get_model_evaluation_parser = subparsers.add_parser( - 'get_model_evaluation', help=get_model_evaluation.__doc__) - get_model_evaluation_parser.add_argument('model_id') - get_model_evaluation_parser.add_argument('model_evaluation_id') + "get_model_evaluation", help=get_model_evaluation.__doc__ + ) + get_model_evaluation_parser.add_argument("model_id") + get_model_evaluation_parser.add_argument("model_evaluation_id") display_evaluation_parser = subparsers.add_parser( - 'display_evaluation', help=display_evaluation.__doc__) - display_evaluation_parser.add_argument('model_id') - display_evaluation_parser.add_argument('filter_', nargs='?', default='') + "display_evaluation", help=display_evaluation.__doc__ + ) + display_evaluation_parser.add_argument("model_id") + display_evaluation_parser.add_argument("filter_", nargs="?", default="") delete_model_parser = subparsers.add_parser( - 'delete_model', help=delete_model.__doc__) - delete_model_parser.add_argument('model_id') + "delete_model", help=delete_model.__doc__ + ) + delete_model_parser.add_argument("model_id") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'create_model': - create_model( - project_id, compute_region, args.dataset_id, args.model_name) - if args.command == 'get_operation_status': + if args.command == "create_model": + create_model(project_id, compute_region, args.dataset_id, args.model_name) + if args.command == "get_operation_status": get_operation_status(args.operation_full_id) - if args.command == 'list_models': + if args.command == "list_models": list_models(project_id, compute_region, args.filter_) - if args.command == 'get_model': + if args.command == "get_model": get_model(project_id, compute_region, args.model_id) - if args.command == 'list_model_evaluations': - list_model_evaluations( - project_id, compute_region, args.model_id, args.filter_) - if args.command == 'get_model_evaluation': + if args.command == "list_model_evaluations": + list_model_evaluations(project_id, compute_region, args.model_id, args.filter_) + if args.command == "get_model_evaluation": get_model_evaluation( - project_id, compute_region, args.model_id, - args.model_evaluation_id) - if args.command == 'display_evaluation': - display_evaluation( - project_id, compute_region, args.model_id, args.filter_) - if args.command == 'delete_model': + project_id, compute_region, args.model_id, args.model_evaluation_id + ) + if args.command == "display_evaluation": + display_evaluation(project_id, compute_region, args.model_id, args.filter_) + if args.command == "delete_model": delete_model(project_id, compute_region, args.model_id) diff --git a/language/automl/automl_natural_language_predict.py b/language/automl/automl_natural_language_predict.py index 5973594683d8..c876176e99c3 100755 --- a/language/automl/automl_natural_language_predict.py +++ b/language/automl/automl_natural_language_predict.py @@ -26,6 +26,7 @@ import os from google.cloud import automl_v1beta1 as automl + # [END automl_natural_language_import] @@ -44,48 +45,42 @@ def predict(project_id, compute_region, model_id, file_path): prediction_client = automl.PredictionServiceClient() # Get the full path of the model. - model_full_id = automl_client.model_path( - project_id, compute_region, model_id) + model_full_id = automl_client.model_path(project_id, compute_region, model_id) # Read the file content for prediction. - with open(file_path, 'rb') as content_file: + with open(file_path, "rb") as content_file: snippet = content_file.read() # Set the payload by giving the content and type of the file. - payload = { - 'text_snippet': { - 'content': snippet, - 'mime_type': 'text/plain' - } - } + payload = {"text_snippet": {"content": snippet, "mime_type": "text/plain"}} # params is additional domain-specific parameters. # currently there is no additional parameters supported. params = {} response = prediction_client.predict(model_full_id, payload, params) - print('Prediction results:') + print("Prediction results:") for result in response.payload: - print('Predicted class name: {}'.format(result.display_name)) - print('Predicted class score: {}'.format( - result.classification.score)) + print("Predicted class name: {}".format(result.display_name)) + print("Predicted class score: {}".format(result.classification.score)) + + # [END automl_natural_language_predict] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") - predict_parser = subparsers.add_parser( - 'predict', help=predict.__doc__) - predict_parser.add_argument('model_id') - predict_parser.add_argument('file_path') + predict_parser = subparsers.add_parser("predict", help=predict.__doc__) + predict_parser.add_argument("model_id") + predict_parser.add_argument("file_path") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'predict': + if args.command == "predict": predict(project_id, compute_region, args.model_id, args.file_path) diff --git a/language/automl/dataset_test.py b/language/automl/dataset_test.py index 2b0d2d61d86b..b0ac6d08c47b 100644 --- a/language/automl/dataset_test.py +++ b/language/automl/dataset_test.py @@ -19,43 +19,47 @@ import datetime import pytest -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + @pytest.mark.slow def test_dataset_create_import_delete(capsys): # create dataset - dataset_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") - automl_natural_language_dataset.create_dataset(project_id, compute_region, - dataset_name) + dataset_name = "test_" + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + automl_natural_language_dataset.create_dataset( + project_id, compute_region, dataset_name + ) out, _ = capsys.readouterr() create_dataset_output = out.splitlines() - assert 'Dataset id: ' in create_dataset_output[1] + assert "Dataset id: " in create_dataset_output[1] # import data dataset_id = create_dataset_output[1].split()[2] - data = 'gs://{}-vcm/happiness.csv'.format(project_id) - automl_natural_language_dataset.import_data(project_id, compute_region, - dataset_id, data) + data = "gs://{}-vcm/happiness.csv".format(project_id) + automl_natural_language_dataset.import_data( + project_id, compute_region, dataset_id, data + ) out, _ = capsys.readouterr() - assert 'Data imported.' in out + assert "Data imported." in out # delete dataset - automl_natural_language_dataset.delete_dataset(project_id, compute_region, - dataset_id) + automl_natural_language_dataset.delete_dataset( + project_id, compute_region, dataset_id + ) out, _ = capsys.readouterr() - assert 'Dataset deleted.' in out + assert "Dataset deleted." in out + def test_dataset_list_get(capsys): # list datasets - automl_natural_language_dataset.list_datasets(project_id, compute_region, '') + automl_natural_language_dataset.list_datasets(project_id, compute_region, "") out, _ = capsys.readouterr() list_dataset_output = out.splitlines() - assert 'Dataset id: ' in list_dataset_output[2] + assert "Dataset id: " in list_dataset_output[2] # get dataset dataset_id = list_dataset_output[2].split()[2] - automl_natural_language_dataset.get_dataset(project_id, compute_region, - dataset_id) + automl_natural_language_dataset.get_dataset(project_id, compute_region, dataset_id) out, _ = capsys.readouterr() - assert 'Dataset name: ' in out \ No newline at end of file + assert "Dataset name: " in out diff --git a/language/automl/model_test.py b/language/automl/model_test.py index 22eedb88aec3..157128af06cb 100644 --- a/language/automl/model_test.py +++ b/language/automl/model_test.py @@ -19,18 +19,19 @@ import datetime from google.cloud import automl_v1beta1 as automl -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + def test_model_create_status_delete(capsys): # create model client = automl.AutoMlClient() - model_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + model_name = "test_" + datetime.datetime.now().strftime("%Y%m%d%H%M%S") project_location = client.location_path(project_id, compute_region) my_model = { - 'display_name': model_name, - 'dataset_id': '2551826603472450019', - 'text_classification_model_metadata': {} + "display_name": model_name, + "dataset_id": "2551826603472450019", + "text_classification_model_metadata": {}, } response = client.create_model(project_location, my_model) operation_name = response.operation.name @@ -39,34 +40,37 @@ def test_model_create_status_delete(capsys): # get operation status automl_natural_language_model.get_operation_status(operation_name) out, _ = capsys.readouterr() - assert 'Operation status: ' in out + assert "Operation status: " in out # cancel operation response.cancel() + def test_model_list_get_evaluate(capsys): # list models - automl_natural_language_model.list_models(project_id, compute_region, '') + automl_natural_language_model.list_models(project_id, compute_region, "") out, _ = capsys.readouterr() list_models_output = out.splitlines() - assert 'Model id: ' in list_models_output[2] + assert "Model id: " in list_models_output[2] # get model model_id = list_models_output[2].split()[2] automl_natural_language_model.get_model(project_id, compute_region, model_id) out, _ = capsys.readouterr() - assert 'Model name: ' in out + assert "Model name: " in out # list model evaluations - automl_natural_language_model.list_model_evaluations(project_id, compute_region, - model_id, '') + automl_natural_language_model.list_model_evaluations( + project_id, compute_region, model_id, "" + ) out, _ = capsys.readouterr() list_evals_output = out.splitlines() - assert 'name: ' in list_evals_output[1] + assert "name: " in list_evals_output[1] # get model evaluation - model_evaluation_id = list_evals_output[1].split('/')[-1][:-1] - automl_natural_language_model.get_model_evaluation(project_id, compute_region, - model_id, model_evaluation_id) + model_evaluation_id = list_evals_output[1].split("/")[-1][:-1] + automl_natural_language_model.get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id + ) out, _ = capsys.readouterr() - assert 'evaluation_metric' in out \ No newline at end of file + assert "evaluation_metric" in out diff --git a/language/automl/predict_test.py b/language/automl/predict_test.py index 35e548e7c0ec..24f8fc03ca68 100644 --- a/language/automl/predict_test.py +++ b/language/automl/predict_test.py @@ -17,12 +17,14 @@ import os import automl_natural_language_predict -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + def test_predict(capsys): - model_id = '3472481026502981088' - automl_natural_language_predict.predict(project_id, compute_region, model_id, - 'resources/test.txt') + model_id = "3472481026502981088" + automl_natural_language_predict.predict( + project_id, compute_region, model_id, "resources/test.txt" + ) out, _ = capsys.readouterr() - assert 'Cheese' in out \ No newline at end of file + assert "Cheese" in out diff --git a/translate/automl/automl_translation_dataset.py b/translate/automl/automl_translation_dataset.py index 1e696da3eea9..d229993881cf 100755 --- a/translate/automl/automl_translation_dataset.py +++ b/translate/automl/automl_translation_dataset.py @@ -26,6 +26,7 @@ import os from google.cloud import automl_v1beta1 as automl + # [END automl_translation_import] @@ -45,31 +46,36 @@ def create_dataset(project_id, compute_region, dataset_name, source, target): project_location = client.location_path(project_id, compute_region) # Specify the source and target language. - dataset_metadata = { - 'source_language_code': source, - 'target_language_code': target, - } + dataset_metadata = {"source_language_code": source, "target_language_code": target} # Set dataset name and dataset metadata my_dataset = { - 'display_name': dataset_name, - 'translation_dataset_metadata': dataset_metadata + "display_name": dataset_name, + "translation_dataset_metadata": dataset_metadata, } # Create a dataset with the dataset metadata in the region. dataset = client.create_dataset(project_location, my_dataset) # Display the dataset information - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Translation dataset Metadata:') - print('\tsource_language_code: {}'.format( - dataset.translation_dataset_metadata.source_language_code)) - print('\ttarget_language_code: {}'.format( - dataset.translation_dataset_metadata.target_language_code)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Translation dataset Metadata:") + print( + "\tsource_language_code: {}".format( + dataset.translation_dataset_metadata.source_language_code + ) + ) + print( + "\ttarget_language_code: {}".format( + dataset.translation_dataset_metadata.target_language_code + ) + ) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_translation_create_dataset] @@ -89,20 +95,28 @@ def list_datasets(project_id, compute_region, filter_): # List all the datasets available in the region by applying filter. response = client.list_datasets(project_location, filter_) - print('List of datasets:') + print("List of datasets:") for dataset in response: # Display the dataset information - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Translation dataset metadata:') - print('\tsource_language_code: {}'.format( - dataset.translation_dataset_metadata.source_language_code)) - print('\ttarget_language_code: {}'.format( - dataset.translation_dataset_metadata.target_language_code)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Translation dataset metadata:") + print( + "\tsource_language_code: {}".format( + dataset.translation_dataset_metadata.source_language_code + ) + ) + print( + "\ttarget_language_code: {}".format( + dataset.translation_dataset_metadata.target_language_code + ) + ) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_translation_list_datasets] @@ -117,24 +131,31 @@ def get_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Get complete detail of the dataset. dataset = client.get_dataset(dataset_full_id) # Display the dataset information - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Translation dataset metadata:') - print('\tsource_language_code: {}'.format( - dataset.translation_dataset_metadata.source_language_code)) - print('\ttarget_language_code: {}'.format( - dataset.translation_dataset_metadata.target_language_code)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Translation dataset metadata:") + print( + "\tsource_language_code: {}".format( + dataset.translation_dataset_metadata.source_language_code + ) + ) + print( + "\ttarget_language_code: {}".format( + dataset.translation_dataset_metadata.target_language_code + ) + ) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_translation_get_dataset] @@ -151,21 +172,20 @@ def import_data(project_id, compute_region, dataset_id, path): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Get the multiple Google Cloud Storage URIs - input_uris = path.split(',') - input_config = {'gcs_source': { - 'input_uris': input_uris - }} + input_uris = path.split(",") + input_config = {"gcs_source": {"input_uris": input_uris}} # Import data from the input URI response = client.import_data(dataset_full_id, input_config) - print('Processing import...') + print("Processing import...") # synchronous check of operation status - print('Data imported. {}'.format(response.result())) + print("Data imported. {}".format(response.result())) + + # [END automl_translation_import_data] @@ -180,60 +200,62 @@ def delete_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Delete a dataset. response = client.delete_dataset(dataset_full_id) # synchronous check of operation status - print('Dataset deleted. {}'.format(response.result())) + print("Dataset deleted. {}".format(response.result())) + + # [END automl_translation_delete_dataset] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") create_dataset_parser = subparsers.add_parser( - 'create_dataset', help=create_dataset.__doc__) - create_dataset_parser.add_argument('dataset_name') - create_dataset_parser.add_argument('source') - create_dataset_parser.add_argument('target') + "create_dataset", help=create_dataset.__doc__ + ) + create_dataset_parser.add_argument("dataset_name") + create_dataset_parser.add_argument("source") + create_dataset_parser.add_argument("target") list_datasets_parser = subparsers.add_parser( - 'list_datasets', help=list_datasets.__doc__) - list_datasets_parser.add_argument('filter', nargs='?', default='') + "list_datasets", help=list_datasets.__doc__ + ) + list_datasets_parser.add_argument("filter", nargs="?", default="") - import_data_parser = subparsers.add_parser( - 'import_data', help=import_data.__doc__) - import_data_parser.add_argument('dataset_id') - import_data_parser.add_argument('path') + import_data_parser = subparsers.add_parser("import_data", help=import_data.__doc__) + import_data_parser.add_argument("dataset_id") + import_data_parser.add_argument("path") delete_dataset_parser = subparsers.add_parser( - 'delete_dataset', help=delete_dataset.__doc__) - delete_dataset_parser.add_argument('dataset_id') + "delete_dataset", help=delete_dataset.__doc__ + ) + delete_dataset_parser.add_argument("dataset_id") - get_dataset_parser = subparsers.add_parser( - 'get_dataset', help=get_dataset.__doc__) - get_dataset_parser.add_argument('dataset_id') + get_dataset_parser = subparsers.add_parser("get_dataset", help=get_dataset.__doc__) + get_dataset_parser.add_argument("dataset_id") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'create_dataset': + if args.command == "create_dataset": create_dataset( - project_id, compute_region, args.dataset_name, args.source, - args.target) - if args.command == 'list_datasets': + project_id, compute_region, args.dataset_name, args.source, args.target + ) + if args.command == "list_datasets": list_datasets(project_id, compute_region, args.filter) - if args.command == 'get_dataset': + if args.command == "get_dataset": get_dataset(project_id, compute_region, args.dataset_id) - if args.command == 'import_data': + if args.command == "import_data": import_data(project_id, compute_region, args.dataset_id, args.path) - if args.command == 'delete_dataset': + if args.command == "delete_dataset": delete_dataset(project_id, compute_region, args.dataset_id) diff --git a/translate/automl/automl_translation_model.py b/translate/automl/automl_translation_model.py index ed798dfb84e7..577c18b3d441 100755 --- a/translate/automl/automl_translation_model.py +++ b/translate/automl/automl_translation_model.py @@ -27,6 +27,7 @@ from google.cloud import automl_v1beta1 as automl from google.cloud.automl_v1beta1 import enums + # [END automl_translation_import] @@ -46,18 +47,18 @@ def create_model(project_id, compute_region, dataset_id, model_name): # Set model name and dataset. my_model = { - 'display_name': model_name, - 'dataset_id': dataset_id, - 'translation_model_metadata': { - 'base_model': '' - } + "display_name": model_name, + "dataset_id": dataset_id, + "translation_model_metadata": {"base_model": ""}, } # Create a model with the model metadata in the region. response = client.create_model(project_location, my_model) - print('Training operation name: {}'.format(response.operation.name)) - print('Training started...') + print("Training operation name: {}".format(response.operation.name)) + print("Training started...") + + # [END automl_translation_create_model] @@ -77,7 +78,7 @@ def list_models(project_id, compute_region, filter_): # List all the models available in the region by applying filter. response = client.list_models(project_location, filter_) - print('List of models:') + print("List of models:") for model in response: # Display the model information. if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: @@ -85,13 +86,15 @@ def list_models(project_id, compute_region, filter_): else: deployment_state = "undeployed" - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_translation_list_models] @@ -118,13 +121,15 @@ def get_model(project_id, compute_region, model_id): deployment_state = "undeployed" # Display the model information. - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_translation_get_model] @@ -142,15 +147,16 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): # Get the full path of the model. model_full_id = client.model_path(project_id, compute_region, model_id) - print('List of model evaluations:') + print("List of model evaluations:") for element in client.list_model_evaluations(model_full_id, filter_): print(element) + + # [END automl_translation_list_model_evaluations] # [START automl_translation_get_model_evaluation] -def get_model_evaluation( - project_id, compute_region, model_id, model_evaluation_id): +def get_model_evaluation(project_id, compute_region, model_id, model_evaluation_id): """Get model evaluation. Args: project_id: Id of the project. @@ -162,12 +168,15 @@ def get_model_evaluation( # Get the full path of the model evaluation. model_evaluation_full_id = client.model_evaluation_path( - project_id, compute_region, model_id, model_evaluation_id) + project_id, compute_region, model_id, model_evaluation_id + ) # Get complete detail of the model evaluation. response = client.get_model_evaluation(model_evaluation_full_id) print(response) + + # [END automl_translation_get_model_evaluation] @@ -188,7 +197,9 @@ def delete_model(project_id, compute_region, model_id): response = client.delete_model(model_full_id) # synchronous check of operation status. - print('Model deleted. {}'.format(response.result())) + print("Model deleted. {}".format(response.result())) + + # [END automl_translation_delete_model] @@ -205,67 +216,70 @@ def get_operation_status(operation_full_id): # Get the latest state of a long-running operation. response = client._operations_client.get_operation(operation_full_id) - print('Operation status: {}'.format(response)) + print("Operation status: {}".format(response)) + + # [END automl_translation_get_operation_status] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") create_model_parser = subparsers.add_parser( - 'create_model', help=create_model.__doc__) - create_model_parser.add_argument('dataset_id') - create_model_parser.add_argument('model_name') + "create_model", help=create_model.__doc__ + ) + create_model_parser.add_argument("dataset_id") + create_model_parser.add_argument("model_name") list_model_evaluations_parser = subparsers.add_parser( - 'list_model_evaluations', help=list_model_evaluations.__doc__) - list_model_evaluations_parser.add_argument('model_id') - list_model_evaluations_parser.add_argument('filter', nargs='?', default='') + "list_model_evaluations", help=list_model_evaluations.__doc__ + ) + list_model_evaluations_parser.add_argument("model_id") + list_model_evaluations_parser.add_argument("filter", nargs="?", default="") get_model_evaluation_parser = subparsers.add_parser( - 'get_model_evaluation', help=get_model_evaluation.__doc__) - get_model_evaluation_parser.add_argument('model_id') - get_model_evaluation_parser.add_argument('model_evaluation_id') + "get_model_evaluation", help=get_model_evaluation.__doc__ + ) + get_model_evaluation_parser.add_argument("model_id") + get_model_evaluation_parser.add_argument("model_evaluation_id") - get_model_parser = subparsers.add_parser( - 'get_model', help=get_model.__doc__) - get_model_parser.add_argument('model_id') + get_model_parser = subparsers.add_parser("get_model", help=get_model.__doc__) + get_model_parser.add_argument("model_id") get_operation_status_parser = subparsers.add_parser( - 'get_operation_status', help=get_operation_status.__doc__) - get_operation_status_parser.add_argument('operation_full_id') + "get_operation_status", help=get_operation_status.__doc__ + ) + get_operation_status_parser.add_argument("operation_full_id") - list_models_parser = subparsers.add_parser( - 'list_models', help=list_models.__doc__) - list_models_parser.add_argument('filter', nargs='?', default='') + list_models_parser = subparsers.add_parser("list_models", help=list_models.__doc__) + list_models_parser.add_argument("filter", nargs="?", default="") delete_model_parser = subparsers.add_parser( - 'delete_model', help=delete_model.__doc__) - delete_model_parser.add_argument('model_id') + "delete_model", help=delete_model.__doc__ + ) + delete_model_parser.add_argument("model_id") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'create_model': - create_model( - project_id, compute_region, args.dataset_id, args.model_name) - if args.command == 'list_models': + if args.command == "create_model": + create_model(project_id, compute_region, args.dataset_id, args.model_name) + if args.command == "list_models": list_models(project_id, compute_region, args.filter) - if args.command == 'get_model': + if args.command == "get_model": get_model(project_id, compute_region, args.model_id) - if args.command == 'list_model_evaluations': - list_model_evaluations( - project_id, compute_region, args.model_id, args.filter) - if args.command == 'get_model_evaluation': + if args.command == "list_model_evaluations": + list_model_evaluations(project_id, compute_region, args.model_id, args.filter) + if args.command == "get_model_evaluation": get_model_evaluation( - project_id, compute_region, args.model_id, - args.model_evaluation_id) - if args.command == 'delete_model': + project_id, compute_region, args.model_id, args.model_evaluation_id + ) + if args.command == "delete_model": delete_model(project_id, compute_region, args.model_id) - if args.command == 'get_operation_status': + if args.command == "get_operation_status": get_operation_status(args.operation_full_id) diff --git a/translate/automl/automl_translation_predict.py b/translate/automl/automl_translation_predict.py index a9f50aca60c9..34aed806aaaa 100644 --- a/translate/automl/automl_translation_predict.py +++ b/translate/automl/automl_translation_predict.py @@ -26,13 +26,14 @@ import os from google.cloud import automl_v1beta1 as automl + # [END automl_translation_import] # [START automl_translation_predict] def predict( - project_id, compute_region, model_id, file_path, - translation_allow_fallback=False): + project_id, compute_region, model_id, file_path, translation_allow_fallback=False +): """Translate the content. Args: project_id: Id of the project. @@ -50,56 +51,60 @@ def predict( prediction_client = automl.PredictionServiceClient() # Get the full path of the model. - model_full_id = automl_client.model_path( - project_id, compute_region, model_id) + model_full_id = automl_client.model_path(project_id, compute_region, model_id) # Read the file content for translation. - with open(file_path, 'rb') as content_file: + with open(file_path, "rb") as content_file: content = content_file.read() - content.decode('utf-8') + content.decode("utf-8") # Set the payload by giving the content of the file. - payload = { - 'text_snippet': { - 'content': content - } - } + payload = {"text_snippet": {"content": content}} # params is additional domain-specific parameters. # translation_allow_fallback allows to use Google translation model. params = {} - if(translation_allow_fallback): - params = {'translation_allow_fallback': 'True'} + if translation_allow_fallback: + params = {"translation_allow_fallback": "True"} response = prediction_client.predict(model_full_id, payload, params) translated_content = response.payload[0].translation.translated_content - print(u'Translated content: {}'.format(translated_content.content)) + print(u"Translated content: {}".format(translated_content.content)) + + # [END automl_translation_predict] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') - - predict_parser = subparsers.add_parser( - 'predict', help=predict.__doc__) - predict_parser.add_argument('model_id') - predict_parser.add_argument('file_path') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") + + predict_parser = subparsers.add_parser("predict", help=predict.__doc__) + predict_parser.add_argument("model_id") + predict_parser.add_argument("file_path") predict_parser.add_argument( - 'translation_allow_fallback', nargs='?', choices=['False', 'True'], - default='False') + "translation_allow_fallback", + nargs="?", + choices=["False", "True"], + default="False", + ) - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'predict': + if args.command == "predict": translation_allow_fallback = ( - True if args.translation_allow_fallback == 'True' else False) + True if args.translation_allow_fallback == "True" else False + ) predict( - project_id, compute_region, args.model_id, args.file_path, - translation_allow_fallback) + project_id, + compute_region, + args.model_id, + args.file_path, + translation_allow_fallback, + ) diff --git a/translate/automl/dataset_test.py b/translate/automl/dataset_test.py index e4bb438570f2..fbf09dad4eea 100644 --- a/translate/automl/dataset_test.py +++ b/translate/automl/dataset_test.py @@ -19,43 +19,43 @@ import datetime import pytest -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + @pytest.mark.slow def test_dataset_create_import_delete(capsys): # create dataset - dataset_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") - automl_translation_dataset.create_dataset(project_id, compute_region, - dataset_name, 'en', 'ja') + dataset_name = "test_" + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + automl_translation_dataset.create_dataset( + project_id, compute_region, dataset_name, "en", "ja" + ) out, _ = capsys.readouterr() create_dataset_output = out.splitlines() - assert 'Dataset id: ' in create_dataset_output[1] + assert "Dataset id: " in create_dataset_output[1] # import data dataset_id = create_dataset_output[1].split()[2] - data = 'gs://{}-vcm/en-ja.csv'.format(project_id) - automl_translation_dataset.import_data(project_id, compute_region, - dataset_id, data) + data = "gs://{}-vcm/en-ja.csv".format(project_id) + automl_translation_dataset.import_data(project_id, compute_region, dataset_id, data) out, _ = capsys.readouterr() - assert 'Data imported.' in out + assert "Data imported." in out # delete dataset - automl_translation_dataset.delete_dataset(project_id, compute_region, - dataset_id) + automl_translation_dataset.delete_dataset(project_id, compute_region, dataset_id) out, _ = capsys.readouterr() - assert 'Dataset deleted.' in out + assert "Dataset deleted." in out + def test_dataset_list_get(capsys): # list datasets - automl_translation_dataset.list_datasets(project_id, compute_region, '') + automl_translation_dataset.list_datasets(project_id, compute_region, "") out, _ = capsys.readouterr() list_dataset_output = out.splitlines() - assert 'Dataset id: ' in list_dataset_output[2] + assert "Dataset id: " in list_dataset_output[2] # get dataset dataset_id = list_dataset_output[2].split()[2] - automl_translation_dataset.get_dataset(project_id, compute_region, - dataset_id) + automl_translation_dataset.get_dataset(project_id, compute_region, dataset_id) out, _ = capsys.readouterr() - assert 'Dataset name: ' in out \ No newline at end of file + assert "Dataset name: " in out diff --git a/translate/automl/model_test.py b/translate/automl/model_test.py index 53c3a1c2f9b2..e15c22eb4c8a 100644 --- a/translate/automl/model_test.py +++ b/translate/automl/model_test.py @@ -19,20 +19,19 @@ import datetime from google.cloud import automl_v1beta1 as automl -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + def test_model_create_status_delete(capsys): # create model client = automl.AutoMlClient() - model_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + model_name = "test_" + datetime.datetime.now().strftime("%Y%m%d%H%M%S") project_location = client.location_path(project_id, compute_region) my_model = { - 'display_name': model_name, - 'dataset_id': '3876092572857648864', - 'translation_model_metadata': { - 'base_model': '' - } + "display_name": model_name, + "dataset_id": "3876092572857648864", + "translation_model_metadata": {"base_model": ""}, } response = client.create_model(project_location, my_model) operation_name = response.operation.name @@ -41,34 +40,37 @@ def test_model_create_status_delete(capsys): # get operation status automl_translation_model.get_operation_status(operation_name) out, _ = capsys.readouterr() - assert 'Operation status: ' in out + assert "Operation status: " in out # cancel operation response.cancel() + def test_model_list_get_evaluate(capsys): # list models - automl_translation_model.list_models(project_id, compute_region, '') + automl_translation_model.list_models(project_id, compute_region, "") out, _ = capsys.readouterr() list_models_output = out.splitlines() - assert 'Model id: ' in list_models_output[2] + assert "Model id: " in list_models_output[2] # get model model_id = list_models_output[2].split()[2] automl_translation_model.get_model(project_id, compute_region, model_id) out, _ = capsys.readouterr() - assert 'Model name: ' in out + assert "Model name: " in out # list model evaluations - automl_translation_model.list_model_evaluations(project_id, compute_region, - model_id, '') + automl_translation_model.list_model_evaluations( + project_id, compute_region, model_id, "" + ) out, _ = capsys.readouterr() list_evals_output = out.splitlines() - assert 'name: ' in list_evals_output[1] + assert "name: " in list_evals_output[1] # get model evaluation - model_evaluation_id = list_evals_output[1].split('/')[-1][:-1] - automl_translation_model.get_model_evaluation(project_id, compute_region, - model_id, model_evaluation_id) + model_evaluation_id = list_evals_output[1].split("/")[-1][:-1] + automl_translation_model.get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id + ) out, _ = capsys.readouterr() - assert 'evaluation_metric' in out \ No newline at end of file + assert "evaluation_metric" in out diff --git a/translate/automl/predict_test.py b/translate/automl/predict_test.py index 5f8397770c59..b84fd0b3fe1e 100644 --- a/translate/automl/predict_test.py +++ b/translate/automl/predict_test.py @@ -17,12 +17,14 @@ import os import automl_translation_predict -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + def test_predict(capsys): - model_id = '3128559826197068699' - automl_translation_predict.predict(project_id, compute_region, model_id, - 'resources/input.txt', False) + model_id = "3128559826197068699" + automl_translation_predict.predict( + project_id, compute_region, model_id, "resources/input.txt", False + ) out, _ = capsys.readouterr() - assert 'Translated content: ' in out \ No newline at end of file + assert "Translated content: " in out diff --git a/vision/automl/automl_vision_dataset.py b/vision/automl/automl_vision_dataset.py index deaf3966fe75..fd9222d5e1d3 100755 --- a/vision/automl/automl_vision_dataset.py +++ b/vision/automl/automl_vision_dataset.py @@ -26,6 +26,7 @@ import os from google.cloud import automl_v1beta1 as automl + # [END automl_vision_tutorial_import] @@ -46,33 +47,33 @@ def create_dataset(project_id, compute_region, dataset_name, multilabel=False): project_location = client.location_path(project_id, compute_region) # Classification type is assigned based on multilabel value. - classification_type = 'MULTICLASS' + classification_type = "MULTICLASS" if multilabel: - classification_type = 'MULTILABEL' + classification_type = "MULTILABEL" # Specify the image classification type for the dataset. - dataset_metadata = { - 'classification_type': classification_type - } + dataset_metadata = {"classification_type": classification_type} # Set dataset name and metadata of the dataset. my_dataset = { - 'display_name': dataset_name, - 'image_classification_dataset_metadata': dataset_metadata + "display_name": dataset_name, + "image_classification_dataset_metadata": dataset_metadata, } # Create a dataset with the dataset metadata in the region. dataset = client.create_dataset(project_location, my_dataset) # Display the dataset information. - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Image classification dataset metadata:') - print('\t{}'.format(dataset.image_classification_dataset_metadata)) - print('Dataset example count: {}'.format(dataset.example_count)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Image classification dataset metadata:") + print("\t{}".format(dataset.image_classification_dataset_metadata)) + print("Dataset example count: {}".format(dataset.example_count)) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_vision_create_dataset] @@ -92,18 +93,20 @@ def list_datasets(project_id, compute_region, filter_): # List all the datasets available in the region by applying filter. response = client.list_datasets(project_location, filter_) - print('List of datasets:') + print("List of datasets:") for dataset in response: # Display the dataset information. - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Image classification dataset metadata:') - print('\t{}'.format(dataset.image_classification_dataset_metadata)) - print('Dataset example count: {}'.format(dataset.example_count)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Image classification dataset metadata:") + print("\t{}".format(dataset.image_classification_dataset_metadata)) + print("Dataset example count: {}".format(dataset.example_count)) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [END automl_vision_list_datasets] @@ -118,22 +121,23 @@ def get_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Get complete detail of the dataset. dataset = client.get_dataset(dataset_full_id) # Display the dataset information. - print('Dataset name: {}'.format(dataset.name)) - print('Dataset id: {}'.format(dataset.name.split('/')[-1])) - print('Dataset display name: {}'.format(dataset.display_name)) - print('Image classification dataset metadata:') - print('\t{}'.format(dataset.image_classification_dataset_metadata)) - print('Dataset example count: {}'.format(dataset.example_count)) - print('Dataset create time:') - print('\tseconds: {}'.format(dataset.create_time.seconds)) - print('\tnanos: {}'.format(dataset.create_time.nanos)) + print("Dataset name: {}".format(dataset.name)) + print("Dataset id: {}".format(dataset.name.split("/")[-1])) + print("Dataset display name: {}".format(dataset.display_name)) + print("Image classification dataset metadata:") + print("\t{}".format(dataset.image_classification_dataset_metadata)) + print("Dataset example count: {}".format(dataset.example_count)) + print("Dataset create time:") + print("\tseconds: {}".format(dataset.create_time.seconds)) + print("\tnanos: {}".format(dataset.create_time.nanos)) + + # [START automl_vision_get_dataset] @@ -151,21 +155,20 @@ def import_data(project_id, compute_region, dataset_id, path): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Get the multiple Google Cloud Storage URIs. - input_uris = path.split(',') - input_config = {'gcs_source': { - 'input_uris': input_uris - }} + input_uris = path.split(",") + input_config = {"gcs_source": {"input_uris": input_uris}} # Import data from the input URI. response = client.import_data(dataset_full_id, input_config) - print('Processing import...') + print("Processing import...") # synchronous check of operation status. - print('Data imported. {}'.format(response.result())) + print("Data imported. {}".format(response.result())) + + # [END automl_vision_import_data] @@ -181,20 +184,19 @@ def export_data(project_id, compute_region, dataset_id, gcs_uri): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Set the output URI - output_config = {'gcs_destination': { - 'output_uri_prefix': gcs_uri - }} + output_config = {"gcs_destination": {"output_uri_prefix": gcs_uri}} # Export the dataset to the output URI. response = client.export_data(dataset_full_id, output_config) - print('Processing export...') + print("Processing export...") # synchronous check of operation status. - print('Data exported. {}'.format(response.result())) + print("Data exported. {}".format(response.result())) + + # [END automl_vision_export_data] @@ -209,67 +211,68 @@ def delete_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path( - project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) # Delete a dataset. response = client.delete_dataset(dataset_full_id) # synchronous check of operation status. - print('Dataset deleted. {}'.format(response.result())) + print("Dataset deleted. {}".format(response.result())) + + # [END automl_visionl_delete_dataset] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") create_dataset_parser = subparsers.add_parser( - 'create_dataset', help=create_dataset.__doc__) - create_dataset_parser.add_argument('dataset_name') + "create_dataset", help=create_dataset.__doc__ + ) + create_dataset_parser.add_argument("dataset_name") create_dataset_parser.add_argument( - 'multilabel', nargs='?', choices=['False', 'True'], default='False') + "multilabel", nargs="?", choices=["False", "True"], default="False" + ) list_datasets_parser = subparsers.add_parser( - 'list_datasets', help=list_datasets.__doc__) - list_datasets_parser.add_argument('filter_') + "list_datasets", help=list_datasets.__doc__ + ) + list_datasets_parser.add_argument("filter_") - get_dataset_parser = subparsers.add_parser( - 'get_dataset', help=get_dataset.__doc__) - get_dataset_parser.add_argument('dataset_id') + get_dataset_parser = subparsers.add_parser("get_dataset", help=get_dataset.__doc__) + get_dataset_parser.add_argument("dataset_id") - import_data_parser = subparsers.add_parser( - 'import_data', help=import_data.__doc__) - import_data_parser.add_argument('dataset_id') - import_data_parser.add_argument('path') + import_data_parser = subparsers.add_parser("import_data", help=import_data.__doc__) + import_data_parser.add_argument("dataset_id") + import_data_parser.add_argument("path") - export_data_parser = subparsers.add_parser( - 'export_data', help=export_data.__doc__) - export_data_parser.add_argument('dataset_id') - export_data_parser.add_argument('gcs_uri') + export_data_parser = subparsers.add_parser("export_data", help=export_data.__doc__) + export_data_parser.add_argument("dataset_id") + export_data_parser.add_argument("gcs_uri") delete_dataset_parser = subparsers.add_parser( - 'delete_dataset', help=delete_dataset.__doc__) - delete_dataset_parser.add_argument('dataset_id') + "delete_dataset", help=delete_dataset.__doc__ + ) + delete_dataset_parser.add_argument("dataset_id") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'create_dataset': - multilabel = True if args.multilabel == 'True' else False - create_dataset( - project_id, compute_region, args.dataset_name, multilabel) - if args.command == 'list_datasets': + if args.command == "create_dataset": + multilabel = True if args.multilabel == "True" else False + create_dataset(project_id, compute_region, args.dataset_name, multilabel) + if args.command == "list_datasets": list_datasets(project_id, compute_region, args.filter_) - if args.command == 'get_dataset': + if args.command == "get_dataset": get_dataset(project_id, compute_region, args.dataset_id) - if args.command == 'import_data': + if args.command == "import_data": import_data(project_id, compute_region, args.dataset_id, args.path) - if args.command == 'export_data': + if args.command == "export_data": export_data(project_id, compute_region, args.dataset_id, args.gcs_uri) - if args.command == 'delete_dataset': + if args.command == "delete_dataset": delete_dataset(project_id, compute_region, args.dataset_id) diff --git a/vision/automl/automl_vision_model.py b/vision/automl/automl_vision_model.py index 36476b8cdb5c..c880b5590cb7 100755 --- a/vision/automl/automl_vision_model.py +++ b/vision/automl/automl_vision_model.py @@ -27,12 +27,12 @@ from google.cloud.automl_v1beta1 import enums from google.cloud import automl_v1beta1 as automl + # [END automl_vision_tutorial_import] # [START automl_vision_create_model] -def create_model( - project_id, compute_region, dataset_id, model_name, train_budget=0): +def create_model(project_id, compute_region, dataset_id, model_name, train_budget=0): """Create a model. Args: project_id: Id of the project. @@ -48,17 +48,18 @@ def create_model( # Set model name and model metadata for the image dataset. my_model = { - 'display_name': model_name, - 'dataset_id': dataset_id, - 'image_classification_model_metadata': {'train_budget': train_budget} if - train_budget else {} + "display_name": model_name, + "dataset_id": dataset_id, + "image_classification_model_metadata": {"train_budget": train_budget} + if train_budget + else {}, } # Create a model with the model metadata in the region. response = client.create_model(project_location, my_model) - print('Training operation name: {}'.format(response.operation.name)) - print('Training started...') + print("Training operation name: {}".format(response.operation.name)) + print("Training started...") # synchronous check of operation status. model = response.result() @@ -69,22 +70,32 @@ def create_model( else: deployment_state = "undeployed" # Display the model information. - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Image classification model metadata:') - print('Training budget: {}'.format( - model.image_classification_model_metadata.train_budget)) - print('Training cost: {}'.format( - model.image_classification_model_metadata.train_cost)) - print('Stop reason: {}'.format( - model.image_classification_model_metadata.stop_reason)) - print('Base model id: {}'.format( - model.image_classification_model_metadata.base_model_id)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Image classification model metadata:") + print( + "Training budget: {}".format( + model.image_classification_model_metadata.train_budget + ) + ) + print( + "Training cost: {}".format(model.image_classification_model_metadata.train_cost) + ) + print( + "Stop reason: {}".format(model.image_classification_model_metadata.stop_reason) + ) + print( + "Base model id: {}".format( + model.image_classification_model_metadata.base_model_id + ) + ) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_vision_create_model] @@ -101,7 +112,9 @@ def get_operation_status(operation_full_id): # Get the latest state of a long-running operation. response = client._operations_client.get_operation(operation_full_id) - print('Operation status: {}'.format(response)) + print("Operation status: {}".format(response)) + + # [END automl_vision_get_operation_status] @@ -121,7 +134,7 @@ def list_models(project_id, compute_region, filter_): # List all the models available in the region by applying filter. response = client.list_models(project_location, filter_) - print('List of models:') + print("List of models:") for model in response: # Retrieve deployment state. if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: @@ -130,22 +143,36 @@ def list_models(project_id, compute_region, filter_): deployment_state = "undeployed" # Display the model information. - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Image classification model metadata:') - print('Training budget: {}'.format( - model.image_classification_model_metadata.train_budget)) - print('Training cost: {}'.format( - model.image_classification_model_metadata.train_cost)) - print('Stop reason: {}'.format( - model.image_classification_model_metadata.stop_reason)) - print('Base model id: {}'.format( - model.image_classification_model_metadata.base_model_id)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Image classification model metadata:") + print( + "Training budget: {}".format( + model.image_classification_model_metadata.train_budget + ) + ) + print( + "Training cost: {}".format( + model.image_classification_model_metadata.train_cost + ) + ) + print( + "Stop reason: {}".format( + model.image_classification_model_metadata.stop_reason + ) + ) + print( + "Base model id: {}".format( + model.image_classification_model_metadata.base_model_id + ) + ) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_vision_list_models] @@ -172,22 +199,32 @@ def get_model(project_id, compute_region, model_id): deployment_state = "undeployed" # Display the model information. - print('Model name: {}'.format(model.name)) - print('Model id: {}'.format(model.name.split('/')[-1])) - print('Model display name: {}'.format(model.display_name)) - print('Image classification model metadata:') - print('Training budget: {}'.format( - model.image_classification_model_metadata.train_budget)) - print('Training cost: {}'.format( - model.image_classification_model_metadata.train_cost)) - print('Stop reason: {}'.format( - model.image_classification_model_metadata.stop_reason)) - print('Base model id: {}'.format( - model.image_classification_model_metadata.base_model_id)) - print('Model create time:') - print('\tseconds: {}'.format(model.create_time.seconds)) - print('\tnanos: {}'.format(model.create_time.nanos)) - print('Model deployment state: {}'.format(deployment_state)) + print("Model name: {}".format(model.name)) + print("Model id: {}".format(model.name.split("/")[-1])) + print("Model display name: {}".format(model.display_name)) + print("Image classification model metadata:") + print( + "Training budget: {}".format( + model.image_classification_model_metadata.train_budget + ) + ) + print( + "Training cost: {}".format(model.image_classification_model_metadata.train_cost) + ) + print( + "Stop reason: {}".format(model.image_classification_model_metadata.stop_reason) + ) + print( + "Base model id: {}".format( + model.image_classification_model_metadata.base_model_id + ) + ) + print("Model create time:") + print("\tseconds: {}".format(model.create_time.seconds)) + print("\tnanos: {}".format(model.create_time.nanos)) + print("Model deployment state: {}".format(deployment_state)) + + # [END automl_vision_get_model] @@ -208,15 +245,16 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): # List all the model evaluations in the model by applying filter. response = client.list_model_evaluations(model_full_id, filter_) - print('List of model evaluations:') + print("List of model evaluations:") for element in response: print(element) + + # [END automl_vision_list_model_evaluations] # [START automl_vision_get_model_evaluation] -def get_model_evaluation( - project_id, compute_region, model_id, model_evaluation_id): +def get_model_evaluation(project_id, compute_region, model_id, model_evaluation_id): """Get model evaluation. Args: project_id: Id of the project. @@ -228,12 +266,15 @@ def get_model_evaluation( # Get the full path of the model evaluation. model_evaluation_full_id = client.model_evaluation_path( - project_id, compute_region, model_id, model_evaluation_id) + project_id, compute_region, model_id, model_evaluation_id + ) # Get complete detail of the model evaluation. response = client.get_model_evaluation(model_evaluation_full_id) print(response) + + # [END automl_vision_get_model_evaluation] @@ -259,11 +300,12 @@ def display_evaluation(project_id, compute_region, model_id, filter_): # There is evaluation for each class in a model and for overall model. # Get only the evaluation of overall model. if not element.annotation_spec_id: - model_evaluation_id = element.name.split('/')[-1] + model_evaluation_id = element.name.split("/")[-1] # Resource name for the model evaluation. model_evaluation_full_id = client.model_evaluation_path( - project_id, compute_region, model_id, model_evaluation_id) + project_id, compute_region, model_id, model_evaluation_id + ) # Get a model evaluation. model_evaluation = client.get_model_evaluation(model_evaluation_full_id) @@ -274,19 +316,39 @@ def display_evaluation(project_id, compute_region, model_id, filter_): # Showing model score based on threshold of 0.5 for confidence_metrics_entry in confidence_metrics_entries: if confidence_metrics_entry.confidence_threshold == 0.5: - print('Precision and recall are based on a score threshold of 0.5') - print('Model Precision: {}%'.format( - round(confidence_metrics_entry.precision*100, 2))) - print('Model Recall: {}%'.format( - round(confidence_metrics_entry.recall*100, 2))) - print('Model F1 score: {}%'.format( - round(confidence_metrics_entry.f1_score*100, 2))) - print('Model Precision@1: {}%'.format( - round(confidence_metrics_entry.precision_at1*100, 2))) - print('Model Recall@1: {}%'.format( - round(confidence_metrics_entry.recall_at1*100, 2))) - print('Model F1 score@1: {}%'.format( - round(confidence_metrics_entry.f1_score_at1*100, 2))) + print("Precision and recall are based on a score threshold of 0.5") + print( + "Model Precision: {}%".format( + round(confidence_metrics_entry.precision * 100, 2) + ) + ) + print( + "Model Recall: {}%".format( + round(confidence_metrics_entry.recall * 100, 2) + ) + ) + print( + "Model F1 score: {}%".format( + round(confidence_metrics_entry.f1_score * 100, 2) + ) + ) + print( + "Model Precision@1: {}%".format( + round(confidence_metrics_entry.precision_at1 * 100, 2) + ) + ) + print( + "Model Recall@1: {}%".format( + round(confidence_metrics_entry.recall_at1 * 100, 2) + ) + ) + print( + "Model F1 score@1: {}%".format( + round(confidence_metrics_entry.f1_score_at1 * 100, 2) + ) + ) + + # [END automl_vision_display_evaluation] @@ -307,79 +369,85 @@ def delete_model(project_id, compute_region, model_id): response = client.delete_model(model_full_id) # synchronous check of operation status. - print('Model deleted. {}'.format(response.result())) + print("Model deleted. {}".format(response.result())) + + # [END automl_vision_delete_model] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") create_model_parser = subparsers.add_parser( - 'create_model', help=create_model.__doc__) - create_model_parser.add_argument('dataset_id') - create_model_parser.add_argument('model_name') - create_model_parser.add_argument( - 'train_budget', type=int, nargs='?', default=0) + "create_model", help=create_model.__doc__ + ) + create_model_parser.add_argument("dataset_id") + create_model_parser.add_argument("model_name") + create_model_parser.add_argument("train_budget", type=int, nargs="?", default=0) get_operation_status_parser = subparsers.add_parser( - 'get_operation_status', help=get_operation_status.__doc__) - get_operation_status_parser.add_argument('operation_full_id') + "get_operation_status", help=get_operation_status.__doc__ + ) + get_operation_status_parser.add_argument("operation_full_id") - list_models_parser = subparsers.add_parser( - 'list_models', help=list_models.__doc__) - list_models_parser.add_argument('filter_') + list_models_parser = subparsers.add_parser("list_models", help=list_models.__doc__) + list_models_parser.add_argument("filter_") - get_model_parser = subparsers.add_parser( - 'get_model', help=get_model.__doc__) - get_model_parser.add_argument('model_id') + get_model_parser = subparsers.add_parser("get_model", help=get_model.__doc__) + get_model_parser.add_argument("model_id") list_model_evaluations_parser = subparsers.add_parser( - 'list_model_evaluations', help=list_model_evaluations.__doc__) - list_model_evaluations_parser.add_argument('model_id') - list_model_evaluations_parser.add_argument( - 'filter_', nargs='?', default='') + "list_model_evaluations", help=list_model_evaluations.__doc__ + ) + list_model_evaluations_parser.add_argument("model_id") + list_model_evaluations_parser.add_argument("filter_", nargs="?", default="") get_model_evaluation_parser = subparsers.add_parser( - 'get_model_evaluation', help=get_model_evaluation.__doc__) - get_model_evaluation_parser.add_argument('model_id') - get_model_evaluation_parser.add_argument('model_evaluation_id') + "get_model_evaluation", help=get_model_evaluation.__doc__ + ) + get_model_evaluation_parser.add_argument("model_id") + get_model_evaluation_parser.add_argument("model_evaluation_id") display_evaluation_parser = subparsers.add_parser( - 'display_evaluation', help=display_evaluation.__doc__) - display_evaluation_parser.add_argument('model_id') - display_evaluation_parser.add_argument('filter_', nargs='?', default='') + "display_evaluation", help=display_evaluation.__doc__ + ) + display_evaluation_parser.add_argument("model_id") + display_evaluation_parser.add_argument("filter_", nargs="?", default="") delete_model_parser = subparsers.add_parser( - 'delete_model', help=delete_model.__doc__) - delete_model_parser.add_argument('model_id') + "delete_model", help=delete_model.__doc__ + ) + delete_model_parser.add_argument("model_id") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'create_model': + if args.command == "create_model": create_model( - project_id, compute_region, args.dataset_id, args.model_name, - args.train_budget) - if args.command == 'get_operation_status': + project_id, + compute_region, + args.dataset_id, + args.model_name, + args.train_budget, + ) + if args.command == "get_operation_status": get_operation_status(args.operation_full_id) - if args.command == 'list_models': + if args.command == "list_models": list_models(project_id, compute_region, args.filter_) - if args.command == 'get_model': + if args.command == "get_model": get_model(project_id, compute_region, args.model_id) - if args.command == 'list_model_evaluations': - list_model_evaluations( - project_id, compute_region, args.model_id, args.filter_) - if args.command == 'get_model_evaluation': + if args.command == "list_model_evaluations": + list_model_evaluations(project_id, compute_region, args.model_id, args.filter_) + if args.command == "get_model_evaluation": get_model_evaluation( - project_id, compute_region, args.model_id, - args.model_evaluation_id) - if args.command == 'display_evaluation': - display_evaluation( - project_id, compute_region, args.model_id, args.filter_) - if args.command == 'delete_model': + project_id, compute_region, args.model_id, args.model_evaluation_id + ) + if args.command == "display_evaluation": + display_evaluation(project_id, compute_region, args.model_id, args.filter_) + if args.command == "delete_model": delete_model(project_id, compute_region, args.model_id) diff --git a/vision/automl/automl_vision_predict.py b/vision/automl/automl_vision_predict.py index 303a4514e066..de8306526853 100755 --- a/vision/automl/automl_vision_predict.py +++ b/vision/automl/automl_vision_predict.py @@ -26,11 +26,12 @@ import os from google.cloud import automl_v1beta1 as automl + # [END automl_vision_tutorial_import] # [START automl_vision_predict] -def predict(project_id, compute_region, model_id, file_path, score_threshold=''): +def predict(project_id, compute_region, model_id, file_path, score_threshold=""): """Make a prediction for an image. Args: project_id: Id of the project. @@ -45,50 +46,54 @@ def predict(project_id, compute_region, model_id, file_path, score_threshold='') automl_client = automl.AutoMlClient() # Get the full path of the model. - model_full_id = automl_client.model_path( - project_id, compute_region, model_id) + model_full_id = automl_client.model_path(project_id, compute_region, model_id) # Create client for prediction service. prediction_client = automl.PredictionServiceClient() # Read the image and assign to payload. - with open(file_path, 'rb') as image_file: + with open(file_path, "rb") as image_file: content = image_file.read() - payload = {'image': {'image_bytes': content}} + payload = {"image": {"image_bytes": content}} # params is additional domain-specific parameters. # score_threshold is used to filter the result # Initialize params params = {} if score_threshold: - params = {'score_threshold': score_threshold} + params = {"score_threshold": score_threshold} response = prediction_client.predict(model_full_id, payload, params) - print('Prediction results:') + print("Prediction results:") for result in response.payload: - print('Predicted class name: {}'.format(result.display_name)) - print('Predicted class score: {}'.format(result.classification.score)) + print("Predicted class name: {}".format(result.display_name)) + print("Predicted class score: {}".format(result.classification.score)) + + # [END automl_vision_predict] -if __name__ == '__main__': +if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - subparsers = parser.add_subparsers(dest='command') + description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + ) + subparsers = parser.add_subparsers(dest="command") - predict_parser = subparsers.add_parser( - 'predict', help=predict.__doc__) - predict_parser.add_argument('model_id') - predict_parser.add_argument('file_path') - predict_parser.add_argument('score_threshold', nargs='?', default='') + predict_parser = subparsers.add_parser("predict", help=predict.__doc__) + predict_parser.add_argument("model_id") + predict_parser.add_argument("file_path") + predict_parser.add_argument("score_threshold", nargs="?", default="") - project_id = os.environ['PROJECT_ID'] - compute_region = os.environ['REGION_NAME'] + project_id = os.environ["PROJECT_ID"] + compute_region = os.environ["REGION_NAME"] args = parser.parse_args() - if args.command == 'predict': + if args.command == "predict": predict( - project_id, compute_region, args.model_id, args.file_path, - args.score_threshold) + project_id, + compute_region, + args.model_id, + args.file_path, + args.score_threshold, + ) diff --git a/vision/automl/dataset_test.py b/vision/automl/dataset_test.py index bee8796b9712..f8830d5c8b8e 100644 --- a/vision/automl/dataset_test.py +++ b/vision/automl/dataset_test.py @@ -19,43 +19,41 @@ import datetime import pytest -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + @pytest.mark.slow def test_dataset_create_import_delete(capsys): # create dataset - dataset_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") - automl_vision_dataset.create_dataset(project_id, compute_region, - dataset_name) + dataset_name = "test_" + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + automl_vision_dataset.create_dataset(project_id, compute_region, dataset_name) out, _ = capsys.readouterr() create_dataset_output = out.splitlines() - assert 'Dataset id: ' in create_dataset_output[1] + assert "Dataset id: " in create_dataset_output[1] # import data dataset_id = create_dataset_output[1].split()[2] - data = 'gs://{}-vcm/flower_traindata.csv'.format(project_id) - automl_vision_dataset.import_data(project_id, compute_region, - dataset_id, data) + data = "gs://{}-vcm/flower_traindata.csv".format(project_id) + automl_vision_dataset.import_data(project_id, compute_region, dataset_id, data) out, _ = capsys.readouterr() - assert 'Data imported.' in out + assert "Data imported." in out # delete dataset - automl_vision_dataset.delete_dataset(project_id, compute_region, - dataset_id) + automl_vision_dataset.delete_dataset(project_id, compute_region, dataset_id) out, _ = capsys.readouterr() - assert 'Dataset deleted.' in out + assert "Dataset deleted." in out + def test_dataset_list_get(capsys): # list datasets - automl_vision_dataset.list_datasets(project_id, compute_region, '') + automl_vision_dataset.list_datasets(project_id, compute_region, "") out, _ = capsys.readouterr() list_dataset_output = out.splitlines() - assert 'Dataset id: ' in list_dataset_output[2] + assert "Dataset id: " in list_dataset_output[2] # get dataset dataset_id = list_dataset_output[2].split()[2] - automl_vision_dataset.get_dataset(project_id, compute_region, - dataset_id) + automl_vision_dataset.get_dataset(project_id, compute_region, dataset_id) out, _ = capsys.readouterr() - assert 'Dataset name: ' in out \ No newline at end of file + assert "Dataset name: " in out diff --git a/vision/automl/model_test.py b/vision/automl/model_test.py index 43f619a7de36..3c8d58543b38 100644 --- a/vision/automl/model_test.py +++ b/vision/automl/model_test.py @@ -19,18 +19,19 @@ import datetime from google.cloud import automl_v1beta1 as automl -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + def test_model_create_status_delete(capsys): # create model client = automl.AutoMlClient() - model_name = 'test_' + datetime.datetime.now().strftime("%Y%m%d%H%M%S") + model_name = "test_" + datetime.datetime.now().strftime("%Y%m%d%H%M%S") project_location = client.location_path(project_id, compute_region) my_model = { - 'display_name': model_name, - 'dataset_id': '3946265060617537378', - 'image_classification_model_metadata': {} + "display_name": model_name, + "dataset_id": "3946265060617537378", + "image_classification_model_metadata": {}, } response = client.create_model(project_location, my_model) operation_name = response.operation.name @@ -39,34 +40,35 @@ def test_model_create_status_delete(capsys): # get operation status automl_vision_model.get_operation_status(operation_name) out, _ = capsys.readouterr() - assert 'Operation status: ' in out + assert "Operation status: " in out # cancel operation response.cancel() + def test_model_list_get_evaluate(capsys): # list models - automl_vision_model.list_models(project_id, compute_region, '') + automl_vision_model.list_models(project_id, compute_region, "") out, _ = capsys.readouterr() list_models_output = out.splitlines() - assert 'Model id: ' in list_models_output[2] + assert "Model id: " in list_models_output[2] # get model model_id = list_models_output[2].split()[2] automl_vision_model.get_model(project_id, compute_region, model_id) out, _ = capsys.readouterr() - assert 'Model name: ' in out + assert "Model name: " in out # list model evaluations - automl_vision_model.list_model_evaluations(project_id, compute_region, - model_id, '') + automl_vision_model.list_model_evaluations(project_id, compute_region, model_id, "") out, _ = capsys.readouterr() list_evals_output = out.splitlines() - assert 'name: ' in list_evals_output[1] + assert "name: " in list_evals_output[1] # get model evaluation - model_evaluation_id = list_evals_output[1].split('/')[-1][:-1] - automl_vision_model.get_model_evaluation(project_id, compute_region, - model_id, model_evaluation_id) + model_evaluation_id = list_evals_output[1].split("/")[-1][:-1] + automl_vision_model.get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id + ) out, _ = capsys.readouterr() - assert 'evaluation_metric' in out \ No newline at end of file + assert "evaluation_metric" in out diff --git a/vision/automl/predict_test.py b/vision/automl/predict_test.py index aac93ec06cb6..2143105cd7d5 100644 --- a/vision/automl/predict_test.py +++ b/vision/automl/predict_test.py @@ -17,12 +17,14 @@ import os import automl_vision_predict -project_id = os.environ['GCLOUD_PROJECT'] -compute_region = 'us-central1' +project_id = os.environ["GCLOUD_PROJECT"] +compute_region = "us-central1" + def test_predict(capsys): - model_id = '7383667271543079510' - automl_vision_predict.predict(project_id, compute_region, model_id, - 'resources/test.png') + model_id = "7383667271543079510" + automl_vision_predict.predict( + project_id, compute_region, model_id, "resources/test.png" + ) out, _ = capsys.readouterr() - assert 'maize' in out \ No newline at end of file + assert "maize" in out From 41c9d644d6ba840e878af002b1c1e8525cd7ebd1 Mon Sep 17 00:00:00 2001 From: sirtorry Date: Tue, 17 Jul 2018 13:34:04 -0700 Subject: [PATCH 3/7] fix line limit --- .../automl/automl_natural_language_dataset.py | 39 ++++++++++---- .../automl/automl_natural_language_model.py | 27 +++++++--- .../automl/automl_natural_language_predict.py | 7 ++- language/automl/dataset_test.py | 8 ++- language/automl/model_test.py | 4 +- .../automl/automl_translation_dataset.py | 34 ++++++++++--- translate/automl/automl_translation_model.py | 23 ++++++--- .../automl/automl_translation_predict.py | 13 +++-- translate/automl/dataset_test.py | 12 +++-- vision/automl/automl_vision_dataset.py | 35 +++++++++---- vision/automl/automl_vision_model.py | 51 ++++++++++++++----- vision/automl/automl_vision_predict.py | 11 ++-- vision/automl/dataset_test.py | 12 +++-- vision/automl/model_test.py | 4 +- 14 files changed, 209 insertions(+), 71 deletions(-) diff --git a/language/automl/automl_natural_language_dataset.py b/language/automl/automl_natural_language_dataset.py index 000160d9ab7e..01dbf381829a 100755 --- a/language/automl/automl_natural_language_dataset.py +++ b/language/automl/automl_natural_language_dataset.py @@ -122,7 +122,9 @@ def get_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Get complete detail of the dataset. dataset = client.get_dataset(dataset_full_id) @@ -156,7 +158,9 @@ def import_data(project_id, compute_region, dataset_id, path): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Get the multiple Google Cloud Storage URIs. input_uris = path.split(",") @@ -185,7 +189,9 @@ def export_data(project_id, compute_region, dataset_id, output_uri): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Set the output URI output_config = {"gcs_destination": {"output_uri_prefix": output_uri}} @@ -212,7 +218,9 @@ def delete_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Delete a dataset. response = client.delete_dataset(dataset_full_id) @@ -226,7 +234,8 @@ def delete_dataset(project_id, compute_region, dataset_id): if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") @@ -245,14 +254,20 @@ def delete_dataset(project_id, compute_region, dataset_id): "filter_", nargs="?", default="text_classification_dataset_metadata:*" ) - get_dataset_parser = subparsers.add_parser("get_dataset", help=get_dataset.__doc__) + get_dataset_parser = subparsers.add_parser( + "get_dataset", help=get_dataset.__doc__ + ) get_dataset_parser.add_argument("dataset_id") - import_data_parser = subparsers.add_parser("import_data", help=import_data.__doc__) + import_data_parser = subparsers.add_parser( + "import_data", help=import_data.__doc__ + ) import_data_parser.add_argument("dataset_id") import_data_parser.add_argument("path") - export_data_parser = subparsers.add_parser("export_data", help=export_data.__doc__) + export_data_parser = subparsers.add_parser( + "export_data", help=export_data.__doc__ + ) export_data_parser.add_argument("dataset_id") export_data_parser.add_argument("output_uri") @@ -268,7 +283,9 @@ def delete_dataset(project_id, compute_region, dataset_id): if args.command == "create_dataset": multilabel = True if args.multilabel == "True" else False - create_dataset(project_id, compute_region, args.dataset_name, multilabel) + create_dataset( + project_id, compute_region, args.dataset_name, multilabel + ) if args.command == "list_datasets": list_datasets(project_id, compute_region, args.filter_) if args.command == "get_dataset": @@ -276,6 +293,8 @@ def delete_dataset(project_id, compute_region, dataset_id): if args.command == "import_data": import_data(project_id, compute_region, args.dataset_id, args.path) if args.command == "export_data": - export_data(project_id, compute_region, args.dataset_id, args.output_uri) + export_data( + project_id, compute_region, args.dataset_id, args.output_uri + ) if args.command == "delete_dataset": delete_dataset(project_id, compute_region, args.dataset_id) diff --git a/language/automl/automl_natural_language_model.py b/language/automl/automl_natural_language_model.py index 5c4eba79e00a..509ff635163a 100755 --- a/language/automl/automl_natural_language_model.py +++ b/language/automl/automl_natural_language_model.py @@ -199,7 +199,9 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): # [START automl_natural_language_get_model_evaluation] -def get_model_evaluation(project_id, compute_region, model_id, model_evaluation_id): +def get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id +): """Get model evaluation. Args: project_id: Id of the project. @@ -322,7 +324,8 @@ def delete_model(project_id, compute_region, model_id): if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") @@ -337,7 +340,9 @@ def delete_model(project_id, compute_region, model_id): ) get_operation_status_parser.add_argument("operation_full_id") - list_models_parser = subparsers.add_parser("list_models", help=list_models.__doc__) + list_models_parser = subparsers.add_parser( + "list_models", help=list_models.__doc__ + ) list_models_parser.add_argument("filter_") get_model_parser = subparsers.add_parser( @@ -349,7 +354,9 @@ def delete_model(project_id, compute_region, model_id): "list_model_evaluations", help=list_model_evaluations.__doc__ ) list_model_evaluations_parser.add_argument("model_id") - list_model_evaluations_parser.add_argument("filter_", nargs="?", default="") + list_model_evaluations_parser.add_argument( + "filter_", nargs="?", default="" + ) get_model_evaluation_parser = subparsers.add_parser( "get_model_evaluation", help=get_model_evaluation.__doc__ @@ -374,7 +381,9 @@ def delete_model(project_id, compute_region, model_id): args = parser.parse_args() if args.command == "create_model": - create_model(project_id, compute_region, args.dataset_id, args.model_name) + create_model( + project_id, compute_region, args.dataset_id, args.model_name + ) if args.command == "get_operation_status": get_operation_status(args.operation_full_id) if args.command == "list_models": @@ -382,12 +391,16 @@ def delete_model(project_id, compute_region, model_id): if args.command == "get_model": get_model(project_id, compute_region, args.model_id) if args.command == "list_model_evaluations": - list_model_evaluations(project_id, compute_region, args.model_id, args.filter_) + list_model_evaluations( + project_id, compute_region, args.model_id, args.filter_ + ) if args.command == "get_model_evaluation": get_model_evaluation( project_id, compute_region, args.model_id, args.model_evaluation_id ) if args.command == "display_evaluation": - display_evaluation(project_id, compute_region, args.model_id, args.filter_) + display_evaluation( + project_id, compute_region, args.model_id, args.filter_ + ) if args.command == "delete_model": delete_model(project_id, compute_region, args.model_id) diff --git a/language/automl/automl_natural_language_predict.py b/language/automl/automl_natural_language_predict.py index c876176e99c3..dc6d5b177e5d 100755 --- a/language/automl/automl_natural_language_predict.py +++ b/language/automl/automl_natural_language_predict.py @@ -45,7 +45,9 @@ def predict(project_id, compute_region, model_id, file_path): prediction_client = automl.PredictionServiceClient() # Get the full path of the model. - model_full_id = automl_client.model_path(project_id, compute_region, model_id) + model_full_id = automl_client.model_path( + project_id, compute_region, model_id + ) # Read the file content for prediction. with open(file_path, "rb") as content_file: @@ -69,7 +71,8 @@ def predict(project_id, compute_region, model_id, file_path): if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") diff --git a/language/automl/dataset_test.py b/language/automl/dataset_test.py index b0ac6d08c47b..bd595a8b4d89 100644 --- a/language/automl/dataset_test.py +++ b/language/automl/dataset_test.py @@ -53,13 +53,17 @@ def test_dataset_create_import_delete(capsys): def test_dataset_list_get(capsys): # list datasets - automl_natural_language_dataset.list_datasets(project_id, compute_region, "") + automl_natural_language_dataset.list_datasets( + project_id, compute_region, "" + ) out, _ = capsys.readouterr() list_dataset_output = out.splitlines() assert "Dataset id: " in list_dataset_output[2] # get dataset dataset_id = list_dataset_output[2].split()[2] - automl_natural_language_dataset.get_dataset(project_id, compute_region, dataset_id) + automl_natural_language_dataset.get_dataset( + project_id, compute_region, dataset_id + ) out, _ = capsys.readouterr() assert "Dataset name: " in out diff --git a/language/automl/model_test.py b/language/automl/model_test.py index 157128af06cb..0d9b08dce9e2 100644 --- a/language/automl/model_test.py +++ b/language/automl/model_test.py @@ -55,7 +55,9 @@ def test_model_list_get_evaluate(capsys): # get model model_id = list_models_output[2].split()[2] - automl_natural_language_model.get_model(project_id, compute_region, model_id) + automl_natural_language_model.get_model( + project_id, compute_region, model_id + ) out, _ = capsys.readouterr() assert "Model name: " in out diff --git a/translate/automl/automl_translation_dataset.py b/translate/automl/automl_translation_dataset.py index d229993881cf..bcf7025bda7f 100755 --- a/translate/automl/automl_translation_dataset.py +++ b/translate/automl/automl_translation_dataset.py @@ -46,7 +46,10 @@ def create_dataset(project_id, compute_region, dataset_name, source, target): project_location = client.location_path(project_id, compute_region) # Specify the source and target language. - dataset_metadata = {"source_language_code": source, "target_language_code": target} + dataset_metadata = { + "source_language_code": source, + "target_language_code": target, + } # Set dataset name and dataset metadata my_dataset = { "display_name": dataset_name, @@ -131,7 +134,9 @@ def get_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Get complete detail of the dataset. dataset = client.get_dataset(dataset_full_id) @@ -172,7 +177,9 @@ def import_data(project_id, compute_region, dataset_id, path): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Get the multiple Google Cloud Storage URIs input_uris = path.split(",") @@ -200,7 +207,9 @@ def delete_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Delete a dataset. response = client.delete_dataset(dataset_full_id) @@ -214,7 +223,8 @@ def delete_dataset(project_id, compute_region, dataset_id): if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") @@ -230,7 +240,9 @@ def delete_dataset(project_id, compute_region, dataset_id): ) list_datasets_parser.add_argument("filter", nargs="?", default="") - import_data_parser = subparsers.add_parser("import_data", help=import_data.__doc__) + import_data_parser = subparsers.add_parser( + "import_data", help=import_data.__doc__ + ) import_data_parser.add_argument("dataset_id") import_data_parser.add_argument("path") @@ -239,7 +251,9 @@ def delete_dataset(project_id, compute_region, dataset_id): ) delete_dataset_parser.add_argument("dataset_id") - get_dataset_parser = subparsers.add_parser("get_dataset", help=get_dataset.__doc__) + get_dataset_parser = subparsers.add_parser( + "get_dataset", help=get_dataset.__doc__ + ) get_dataset_parser.add_argument("dataset_id") project_id = os.environ["PROJECT_ID"] @@ -249,7 +263,11 @@ def delete_dataset(project_id, compute_region, dataset_id): if args.command == "create_dataset": create_dataset( - project_id, compute_region, args.dataset_name, args.source, args.target + project_id, + compute_region, + args.dataset_name, + args.source, + args.target, ) if args.command == "list_datasets": list_datasets(project_id, compute_region, args.filter) diff --git a/translate/automl/automl_translation_model.py b/translate/automl/automl_translation_model.py index 577c18b3d441..1bf550ed74c9 100755 --- a/translate/automl/automl_translation_model.py +++ b/translate/automl/automl_translation_model.py @@ -156,7 +156,9 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): # [START automl_translation_get_model_evaluation] -def get_model_evaluation(project_id, compute_region, model_id, model_evaluation_id): +def get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id +): """Get model evaluation. Args: project_id: Id of the project. @@ -224,7 +226,8 @@ def get_operation_status(operation_full_id): if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") @@ -246,7 +249,9 @@ def get_operation_status(operation_full_id): get_model_evaluation_parser.add_argument("model_id") get_model_evaluation_parser.add_argument("model_evaluation_id") - get_model_parser = subparsers.add_parser("get_model", help=get_model.__doc__) + get_model_parser = subparsers.add_parser( + "get_model", help=get_model.__doc__ + ) get_model_parser.add_argument("model_id") get_operation_status_parser = subparsers.add_parser( @@ -254,7 +259,9 @@ def get_operation_status(operation_full_id): ) get_operation_status_parser.add_argument("operation_full_id") - list_models_parser = subparsers.add_parser("list_models", help=list_models.__doc__) + list_models_parser = subparsers.add_parser( + "list_models", help=list_models.__doc__ + ) list_models_parser.add_argument("filter", nargs="?", default="") delete_model_parser = subparsers.add_parser( @@ -268,13 +275,17 @@ def get_operation_status(operation_full_id): args = parser.parse_args() if args.command == "create_model": - create_model(project_id, compute_region, args.dataset_id, args.model_name) + create_model( + project_id, compute_region, args.dataset_id, args.model_name + ) if args.command == "list_models": list_models(project_id, compute_region, args.filter) if args.command == "get_model": get_model(project_id, compute_region, args.model_id) if args.command == "list_model_evaluations": - list_model_evaluations(project_id, compute_region, args.model_id, args.filter) + list_model_evaluations( + project_id, compute_region, args.model_id, args.filter + ) if args.command == "get_model_evaluation": get_model_evaluation( project_id, compute_region, args.model_id, args.model_evaluation_id diff --git a/translate/automl/automl_translation_predict.py b/translate/automl/automl_translation_predict.py index 34aed806aaaa..8b6b2fd2de59 100644 --- a/translate/automl/automl_translation_predict.py +++ b/translate/automl/automl_translation_predict.py @@ -32,7 +32,11 @@ # [START automl_translation_predict] def predict( - project_id, compute_region, model_id, file_path, translation_allow_fallback=False + project_id, + compute_region, + model_id, + file_path, + translation_allow_fallback=False, ): """Translate the content. Args: @@ -51,7 +55,9 @@ def predict( prediction_client = automl.PredictionServiceClient() # Get the full path of the model. - model_full_id = automl_client.model_path(project_id, compute_region, model_id) + model_full_id = automl_client.model_path( + project_id, compute_region, model_id + ) # Read the file content for translation. with open(file_path, "rb") as content_file: @@ -78,7 +84,8 @@ def predict( if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") diff --git a/translate/automl/dataset_test.py b/translate/automl/dataset_test.py index fbf09dad4eea..e158b0fe8091 100644 --- a/translate/automl/dataset_test.py +++ b/translate/automl/dataset_test.py @@ -37,12 +37,16 @@ def test_dataset_create_import_delete(capsys): # import data dataset_id = create_dataset_output[1].split()[2] data = "gs://{}-vcm/en-ja.csv".format(project_id) - automl_translation_dataset.import_data(project_id, compute_region, dataset_id, data) + automl_translation_dataset.import_data( + project_id, compute_region, dataset_id, data + ) out, _ = capsys.readouterr() assert "Data imported." in out # delete dataset - automl_translation_dataset.delete_dataset(project_id, compute_region, dataset_id) + automl_translation_dataset.delete_dataset( + project_id, compute_region, dataset_id + ) out, _ = capsys.readouterr() assert "Dataset deleted." in out @@ -56,6 +60,8 @@ def test_dataset_list_get(capsys): # get dataset dataset_id = list_dataset_output[2].split()[2] - automl_translation_dataset.get_dataset(project_id, compute_region, dataset_id) + automl_translation_dataset.get_dataset( + project_id, compute_region, dataset_id + ) out, _ = capsys.readouterr() assert "Dataset name: " in out diff --git a/vision/automl/automl_vision_dataset.py b/vision/automl/automl_vision_dataset.py index fd9222d5e1d3..f88c1d2ebb4a 100755 --- a/vision/automl/automl_vision_dataset.py +++ b/vision/automl/automl_vision_dataset.py @@ -121,7 +121,9 @@ def get_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Get complete detail of the dataset. dataset = client.get_dataset(dataset_full_id) @@ -155,7 +157,9 @@ def import_data(project_id, compute_region, dataset_id, path): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Get the multiple Google Cloud Storage URIs. input_uris = path.split(",") @@ -184,7 +188,9 @@ def export_data(project_id, compute_region, dataset_id, gcs_uri): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Set the output URI output_config = {"gcs_destination": {"output_uri_prefix": gcs_uri}} @@ -211,7 +217,9 @@ def delete_dataset(project_id, compute_region, dataset_id): client = automl.AutoMlClient() # Get the full path of the dataset. - dataset_full_id = client.dataset_path(project_id, compute_region, dataset_id) + dataset_full_id = client.dataset_path( + project_id, compute_region, dataset_id + ) # Delete a dataset. response = client.delete_dataset(dataset_full_id) @@ -225,7 +233,8 @@ def delete_dataset(project_id, compute_region, dataset_id): if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") @@ -242,14 +251,20 @@ def delete_dataset(project_id, compute_region, dataset_id): ) list_datasets_parser.add_argument("filter_") - get_dataset_parser = subparsers.add_parser("get_dataset", help=get_dataset.__doc__) + get_dataset_parser = subparsers.add_parser( + "get_dataset", help=get_dataset.__doc__ + ) get_dataset_parser.add_argument("dataset_id") - import_data_parser = subparsers.add_parser("import_data", help=import_data.__doc__) + import_data_parser = subparsers.add_parser( + "import_data", help=import_data.__doc__ + ) import_data_parser.add_argument("dataset_id") import_data_parser.add_argument("path") - export_data_parser = subparsers.add_parser("export_data", help=export_data.__doc__) + export_data_parser = subparsers.add_parser( + "export_data", help=export_data.__doc__ + ) export_data_parser.add_argument("dataset_id") export_data_parser.add_argument("gcs_uri") @@ -265,7 +280,9 @@ def delete_dataset(project_id, compute_region, dataset_id): if args.command == "create_dataset": multilabel = True if args.multilabel == "True" else False - create_dataset(project_id, compute_region, args.dataset_name, multilabel) + create_dataset( + project_id, compute_region, args.dataset_name, multilabel + ) if args.command == "list_datasets": list_datasets(project_id, compute_region, args.filter_) if args.command == "get_dataset": diff --git a/vision/automl/automl_vision_model.py b/vision/automl/automl_vision_model.py index c880b5590cb7..238f666f0c58 100755 --- a/vision/automl/automl_vision_model.py +++ b/vision/automl/automl_vision_model.py @@ -32,7 +32,9 @@ # [START automl_vision_create_model] -def create_model(project_id, compute_region, dataset_id, model_name, train_budget=0): +def create_model( + project_id, compute_region, dataset_id, model_name, train_budget=0 +): """Create a model. Args: project_id: Id of the project. @@ -80,10 +82,14 @@ def create_model(project_id, compute_region, dataset_id, model_name, train_budge ) ) print( - "Training cost: {}".format(model.image_classification_model_metadata.train_cost) + "Training cost: {}".format( + model.image_classification_model_metadata.train_cost + ) ) print( - "Stop reason: {}".format(model.image_classification_model_metadata.stop_reason) + "Stop reason: {}".format( + model.image_classification_model_metadata.stop_reason + ) ) print( "Base model id: {}".format( @@ -209,10 +215,14 @@ def get_model(project_id, compute_region, model_id): ) ) print( - "Training cost: {}".format(model.image_classification_model_metadata.train_cost) + "Training cost: {}".format( + model.image_classification_model_metadata.train_cost + ) ) print( - "Stop reason: {}".format(model.image_classification_model_metadata.stop_reason) + "Stop reason: {}".format( + model.image_classification_model_metadata.stop_reason + ) ) print( "Base model id: {}".format( @@ -254,7 +264,9 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): # [START automl_vision_get_model_evaluation] -def get_model_evaluation(project_id, compute_region, model_id, model_evaluation_id): +def get_model_evaluation( + project_id, compute_region, model_id, model_evaluation_id +): """Get model evaluation. Args: project_id: Id of the project. @@ -377,7 +389,8 @@ def delete_model(project_id, compute_region, model_id): if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") @@ -386,24 +399,32 @@ def delete_model(project_id, compute_region, model_id): ) create_model_parser.add_argument("dataset_id") create_model_parser.add_argument("model_name") - create_model_parser.add_argument("train_budget", type=int, nargs="?", default=0) + create_model_parser.add_argument( + "train_budget", type=int, nargs="?", default=0 + ) get_operation_status_parser = subparsers.add_parser( "get_operation_status", help=get_operation_status.__doc__ ) get_operation_status_parser.add_argument("operation_full_id") - list_models_parser = subparsers.add_parser("list_models", help=list_models.__doc__) + list_models_parser = subparsers.add_parser( + "list_models", help=list_models.__doc__ + ) list_models_parser.add_argument("filter_") - get_model_parser = subparsers.add_parser("get_model", help=get_model.__doc__) + get_model_parser = subparsers.add_parser( + "get_model", help=get_model.__doc__ + ) get_model_parser.add_argument("model_id") list_model_evaluations_parser = subparsers.add_parser( "list_model_evaluations", help=list_model_evaluations.__doc__ ) list_model_evaluations_parser.add_argument("model_id") - list_model_evaluations_parser.add_argument("filter_", nargs="?", default="") + list_model_evaluations_parser.add_argument( + "filter_", nargs="?", default="" + ) get_model_evaluation_parser = subparsers.add_parser( "get_model_evaluation", help=get_model_evaluation.__doc__ @@ -442,12 +463,16 @@ def delete_model(project_id, compute_region, model_id): if args.command == "get_model": get_model(project_id, compute_region, args.model_id) if args.command == "list_model_evaluations": - list_model_evaluations(project_id, compute_region, args.model_id, args.filter_) + list_model_evaluations( + project_id, compute_region, args.model_id, args.filter_ + ) if args.command == "get_model_evaluation": get_model_evaluation( project_id, compute_region, args.model_id, args.model_evaluation_id ) if args.command == "display_evaluation": - display_evaluation(project_id, compute_region, args.model_id, args.filter_) + display_evaluation( + project_id, compute_region, args.model_id, args.filter_ + ) if args.command == "delete_model": delete_model(project_id, compute_region, args.model_id) diff --git a/vision/automl/automl_vision_predict.py b/vision/automl/automl_vision_predict.py index de8306526853..50f3c1e42a42 100755 --- a/vision/automl/automl_vision_predict.py +++ b/vision/automl/automl_vision_predict.py @@ -31,7 +31,9 @@ # [START automl_vision_predict] -def predict(project_id, compute_region, model_id, file_path, score_threshold=""): +def predict( + project_id, compute_region, model_id, file_path, score_threshold="" +): """Make a prediction for an image. Args: project_id: Id of the project. @@ -46,7 +48,9 @@ def predict(project_id, compute_region, model_id, file_path, score_threshold="") automl_client = automl.AutoMlClient() # Get the full path of the model. - model_full_id = automl_client.model_path(project_id, compute_region, model_id) + model_full_id = automl_client.model_path( + project_id, compute_region, model_id + ) # Create client for prediction service. prediction_client = automl.PredictionServiceClient() @@ -75,7 +79,8 @@ def predict(project_id, compute_region, model_id, file_path, score_threshold="") if __name__ == "__main__": parser = argparse.ArgumentParser( - description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, ) subparsers = parser.add_subparsers(dest="command") diff --git a/vision/automl/dataset_test.py b/vision/automl/dataset_test.py index f8830d5c8b8e..6ae1b0c3e233 100644 --- a/vision/automl/dataset_test.py +++ b/vision/automl/dataset_test.py @@ -27,7 +27,9 @@ def test_dataset_create_import_delete(capsys): # create dataset dataset_name = "test_" + datetime.datetime.now().strftime("%Y%m%d%H%M%S") - automl_vision_dataset.create_dataset(project_id, compute_region, dataset_name) + automl_vision_dataset.create_dataset( + project_id, compute_region, dataset_name + ) out, _ = capsys.readouterr() create_dataset_output = out.splitlines() assert "Dataset id: " in create_dataset_output[1] @@ -35,12 +37,16 @@ def test_dataset_create_import_delete(capsys): # import data dataset_id = create_dataset_output[1].split()[2] data = "gs://{}-vcm/flower_traindata.csv".format(project_id) - automl_vision_dataset.import_data(project_id, compute_region, dataset_id, data) + automl_vision_dataset.import_data( + project_id, compute_region, dataset_id, data + ) out, _ = capsys.readouterr() assert "Data imported." in out # delete dataset - automl_vision_dataset.delete_dataset(project_id, compute_region, dataset_id) + automl_vision_dataset.delete_dataset( + project_id, compute_region, dataset_id + ) out, _ = capsys.readouterr() assert "Dataset deleted." in out diff --git a/vision/automl/model_test.py b/vision/automl/model_test.py index 3c8d58543b38..c82ad5feef6e 100644 --- a/vision/automl/model_test.py +++ b/vision/automl/model_test.py @@ -60,7 +60,9 @@ def test_model_list_get_evaluate(capsys): assert "Model name: " in out # list model evaluations - automl_vision_model.list_model_evaluations(project_id, compute_region, model_id, "") + automl_vision_model.list_model_evaluations( + project_id, compute_region, model_id, "" + ) out, _ = capsys.readouterr() list_evals_output = out.splitlines() assert "name: " in list_evals_output[1] From 34296ee3864b6439814df3d7f69d5457bf014ea7 Mon Sep 17 00:00:00 2001 From: sirtorry Date: Tue, 17 Jul 2018 13:43:28 -0700 Subject: [PATCH 4/7] fix import groupings --- language/automl/dataset_test.py | 4 +++- language/automl/model_test.py | 4 +++- language/automl/predict_test.py | 1 + translate/automl/dataset_test.py | 4 +++- translate/automl/model_test.py | 4 +++- translate/automl/predict_test.py | 1 + vision/automl/dataset_test.py | 4 +++- vision/automl/model_test.py | 4 +++- vision/automl/predict_test.py | 1 + 9 files changed, 21 insertions(+), 6 deletions(-) diff --git a/language/automl/dataset_test.py b/language/automl/dataset_test.py index bd595a8b4d89..98c75ebd21e5 100644 --- a/language/automl/dataset_test.py +++ b/language/automl/dataset_test.py @@ -15,10 +15,12 @@ # limitations under the License. import os -import automl_natural_language_dataset import datetime + import pytest +import automl_natural_language_dataset + project_id = os.environ["GCLOUD_PROJECT"] compute_region = "us-central1" diff --git a/language/automl/model_test.py b/language/automl/model_test.py index 0d9b08dce9e2..373402b13764 100644 --- a/language/automl/model_test.py +++ b/language/automl/model_test.py @@ -15,10 +15,12 @@ # limitations under the License. import os -import automl_natural_language_model import datetime + from google.cloud import automl_v1beta1 as automl +import automl_natural_language_model + project_id = os.environ["GCLOUD_PROJECT"] compute_region = "us-central1" diff --git a/language/automl/predict_test.py b/language/automl/predict_test.py index 24f8fc03ca68..e78d36a77cd1 100644 --- a/language/automl/predict_test.py +++ b/language/automl/predict_test.py @@ -15,6 +15,7 @@ # limitations under the License. import os + import automl_natural_language_predict project_id = os.environ["GCLOUD_PROJECT"] diff --git a/translate/automl/dataset_test.py b/translate/automl/dataset_test.py index e158b0fe8091..13df7546117d 100644 --- a/translate/automl/dataset_test.py +++ b/translate/automl/dataset_test.py @@ -15,10 +15,12 @@ # limitations under the License. import os -import automl_translation_dataset import datetime + import pytest +import automl_translation_dataset + project_id = os.environ["GCLOUD_PROJECT"] compute_region = "us-central1" diff --git a/translate/automl/model_test.py b/translate/automl/model_test.py index e15c22eb4c8a..b7a1be56b4fc 100644 --- a/translate/automl/model_test.py +++ b/translate/automl/model_test.py @@ -15,10 +15,12 @@ # limitations under the License. import os -import automl_translation_model import datetime + from google.cloud import automl_v1beta1 as automl +import automl_translation_model + project_id = os.environ["GCLOUD_PROJECT"] compute_region = "us-central1" diff --git a/translate/automl/predict_test.py b/translate/automl/predict_test.py index b84fd0b3fe1e..155003e831fd 100644 --- a/translate/automl/predict_test.py +++ b/translate/automl/predict_test.py @@ -15,6 +15,7 @@ # limitations under the License. import os + import automl_translation_predict project_id = os.environ["GCLOUD_PROJECT"] diff --git a/vision/automl/dataset_test.py b/vision/automl/dataset_test.py index 6ae1b0c3e233..6002e7f31774 100644 --- a/vision/automl/dataset_test.py +++ b/vision/automl/dataset_test.py @@ -15,10 +15,12 @@ # limitations under the License. import os -import automl_vision_dataset import datetime + import pytest +import automl_vision_dataset + project_id = os.environ["GCLOUD_PROJECT"] compute_region = "us-central1" diff --git a/vision/automl/model_test.py b/vision/automl/model_test.py index c82ad5feef6e..f8a3d7d2cd67 100644 --- a/vision/automl/model_test.py +++ b/vision/automl/model_test.py @@ -15,10 +15,12 @@ # limitations under the License. import os -import automl_vision_model import datetime + from google.cloud import automl_v1beta1 as automl +import automl_vision_model + project_id = os.environ["GCLOUD_PROJECT"] compute_region = "us-central1" diff --git a/vision/automl/predict_test.py b/vision/automl/predict_test.py index 2143105cd7d5..a95252a357c7 100644 --- a/vision/automl/predict_test.py +++ b/vision/automl/predict_test.py @@ -15,6 +15,7 @@ # limitations under the License. import os + import automl_vision_predict project_id = os.environ["GCLOUD_PROJECT"] From 76c10c2e75e403e81852c9f45a3ed75db260214f Mon Sep 17 00:00:00 2001 From: sirtorry Date: Tue, 17 Jul 2018 15:42:30 -0700 Subject: [PATCH 5/7] i know my abc --- language/automl/dataset_test.py | 2 +- language/automl/model_test.py | 2 +- translate/automl/dataset_test.py | 2 +- translate/automl/model_test.py | 2 +- vision/automl/automl_vision_model.py | 2 +- vision/automl/dataset_test.py | 2 +- vision/automl/model_test.py | 2 +- 7 files changed, 7 insertions(+), 7 deletions(-) diff --git a/language/automl/dataset_test.py b/language/automl/dataset_test.py index 98c75ebd21e5..e17df0c3b4eb 100644 --- a/language/automl/dataset_test.py +++ b/language/automl/dataset_test.py @@ -14,8 +14,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -import os import datetime +import os import pytest diff --git a/language/automl/model_test.py b/language/automl/model_test.py index 373402b13764..385242f9954f 100644 --- a/language/automl/model_test.py +++ b/language/automl/model_test.py @@ -14,8 +14,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -import os import datetime +import os from google.cloud import automl_v1beta1 as automl diff --git a/translate/automl/dataset_test.py b/translate/automl/dataset_test.py index 13df7546117d..6afe91aee5da 100644 --- a/translate/automl/dataset_test.py +++ b/translate/automl/dataset_test.py @@ -14,8 +14,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -import os import datetime +import os import pytest diff --git a/translate/automl/model_test.py b/translate/automl/model_test.py index b7a1be56b4fc..b159e3ef1876 100644 --- a/translate/automl/model_test.py +++ b/translate/automl/model_test.py @@ -14,8 +14,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -import os import datetime +import os from google.cloud import automl_v1beta1 as automl diff --git a/vision/automl/automl_vision_model.py b/vision/automl/automl_vision_model.py index 238f666f0c58..54caae476ba5 100755 --- a/vision/automl/automl_vision_model.py +++ b/vision/automl/automl_vision_model.py @@ -25,8 +25,8 @@ import argparse import os -from google.cloud.automl_v1beta1 import enums from google.cloud import automl_v1beta1 as automl +from google.cloud.automl_v1beta1 import enums # [END automl_vision_tutorial_import] diff --git a/vision/automl/dataset_test.py b/vision/automl/dataset_test.py index 6002e7f31774..0c9d3251a600 100644 --- a/vision/automl/dataset_test.py +++ b/vision/automl/dataset_test.py @@ -14,8 +14,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -import os import datetime +import os import pytest diff --git a/vision/automl/model_test.py b/vision/automl/model_test.py index f8a3d7d2cd67..4ffd22cd115d 100644 --- a/vision/automl/model_test.py +++ b/vision/automl/model_test.py @@ -14,8 +14,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -import os import datetime +import os from google.cloud import automl_v1beta1 as automl From b31572d82591272e7960e74e26a6b71c5b8a7d05 Mon Sep 17 00:00:00 2001 From: sirtorry Date: Thu, 19 Jul 2018 07:57:38 -0700 Subject: [PATCH 6/7] add requirements.txt --- .../automl/automl_natural_language_model.py | 23 ++-------- language/automl/requirements.txt | 1 + translate/automl/automl_translation_model.py | 4 +- translate/automl/requirements.txt | 1 + vision/automl/automl_vision_model.py | 42 ++----------------- vision/automl/requirements.txt | 1 + 6 files changed, 12 insertions(+), 60 deletions(-) create mode 100644 language/automl/requirements.txt create mode 100644 translate/automl/requirements.txt create mode 100644 vision/automl/requirements.txt diff --git a/language/automl/automl_natural_language_model.py b/language/automl/automl_natural_language_model.py index 509ff635163a..ad97d37a917d 100755 --- a/language/automl/automl_natural_language_model.py +++ b/language/automl/automl_natural_language_model.py @@ -54,28 +54,9 @@ def create_model(project_id, compute_region, dataset_id, model_name): # Create a model with the model metadata in the region. response = client.create_model(project_location, my_model) - print("Training operation name: {}".format(response.operation.name)) print("Training started...") - # synchronous check of operation status. - model = response.result() - - # Retrieve deployment state. - if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: - deployment_state = "deployed" - else: - deployment_state = "undeployed" - - # Display the model information. - print("Model name: {}".format(model.name)) - print("Model id: {}".format(model.name.split("/")[-1])) - print("Model display name: {}".format(model.display_name)) - print("Model create time:") - print("\tseconds: {}".format(model.create_time.seconds)) - print("\tnanos: {}".format(model.create_time.nanos)) - print("Model deployment state: {}".format(deployment_state)) - # [END automl_natural_language_create_model] @@ -91,7 +72,9 @@ def get_operation_status(operation_full_id): client = automl.AutoMlClient() # Get the latest state of a long-running operation. - response = client._operations_client.get_operation(operation_full_id) + response = client.transport._operations_client.get_operation( + operation_full_id + ) print("Operation status: {}".format(response)) diff --git a/language/automl/requirements.txt b/language/automl/requirements.txt new file mode 100644 index 000000000000..d1bff72ae9ad --- /dev/null +++ b/language/automl/requirements.txt @@ -0,0 +1 @@ +google-cloud-automl==0.1.0 diff --git a/translate/automl/automl_translation_model.py b/translate/automl/automl_translation_model.py index 1bf550ed74c9..369513116347 100755 --- a/translate/automl/automl_translation_model.py +++ b/translate/automl/automl_translation_model.py @@ -216,7 +216,9 @@ def get_operation_status(operation_full_id): client = automl.AutoMlClient() # Get the latest state of a long-running operation. - response = client._operations_client.get_operation(operation_full_id) + response = client.transport._operations_client.get_operation( + operation_full_id + ) print("Operation status: {}".format(response)) diff --git a/translate/automl/requirements.txt b/translate/automl/requirements.txt new file mode 100644 index 000000000000..d1bff72ae9ad --- /dev/null +++ b/translate/automl/requirements.txt @@ -0,0 +1 @@ +google-cloud-automl==0.1.0 diff --git a/vision/automl/automl_vision_model.py b/vision/automl/automl_vision_model.py index 54caae476ba5..f586e964a29b 100755 --- a/vision/automl/automl_vision_model.py +++ b/vision/automl/automl_vision_model.py @@ -63,44 +63,6 @@ def create_model( print("Training operation name: {}".format(response.operation.name)) print("Training started...") - # synchronous check of operation status. - model = response.result() - - # Retrieve deployment state. - if model.deployment_state == enums.Model.DeploymentState.DEPLOYED: - deployment_state = "deployed" - else: - deployment_state = "undeployed" - # Display the model information. - print("Model name: {}".format(model.name)) - print("Model id: {}".format(model.name.split("/")[-1])) - print("Model display name: {}".format(model.display_name)) - print("Image classification model metadata:") - print( - "Training budget: {}".format( - model.image_classification_model_metadata.train_budget - ) - ) - print( - "Training cost: {}".format( - model.image_classification_model_metadata.train_cost - ) - ) - print( - "Stop reason: {}".format( - model.image_classification_model_metadata.stop_reason - ) - ) - print( - "Base model id: {}".format( - model.image_classification_model_metadata.base_model_id - ) - ) - print("Model create time:") - print("\tseconds: {}".format(model.create_time.seconds)) - print("\tnanos: {}".format(model.create_time.nanos)) - print("Model deployment state: {}".format(deployment_state)) - # [END automl_vision_create_model] @@ -116,7 +78,9 @@ def get_operation_status(operation_full_id): client = automl.AutoMlClient() # Get the latest state of a long-running operation. - response = client._operations_client.get_operation(operation_full_id) + response = client.transport._operations_client.get_operation( + operation_full_id + ) print("Operation status: {}".format(response)) diff --git a/vision/automl/requirements.txt b/vision/automl/requirements.txt new file mode 100644 index 000000000000..d1bff72ae9ad --- /dev/null +++ b/vision/automl/requirements.txt @@ -0,0 +1 @@ +google-cloud-automl==0.1.0 From 9f99d37ee5c4c76689af86dfbc61c94ef1b36fc9 Mon Sep 17 00:00:00 2001 From: sirtorry Date: Fri, 20 Jul 2018 15:54:13 -0700 Subject: [PATCH 7/7] address review comments --- .../automl/automl_natural_language_dataset.py | 129 +++++++------ .../automl/automl_natural_language_model.py | 167 ++++++++--------- .../automl/automl_natural_language_predict.py | 26 ++- language/automl/dataset_test.py | 2 +- language/automl/model_test.py | 2 +- language/automl/predict_test.py | 2 +- .../automl/automl_translation_dataset.py | 107 ++++++----- translate/automl/automl_translation_model.py | 146 +++++++-------- .../automl/automl_translation_predict.py | 32 ++-- translate/automl/dataset_test.py | 2 +- translate/automl/model_test.py | 2 +- translate/automl/predict_test.py | 2 +- vision/automl/automl_vision_dataset.py | 129 +++++++------ vision/automl/automl_vision_model.py | 173 +++++++++--------- vision/automl/automl_vision_predict.py | 33 ++-- vision/automl/dataset_test.py | 2 +- vision/automl/model_test.py | 4 +- vision/automl/predict_test.py | 2 +- 18 files changed, 472 insertions(+), 490 deletions(-) diff --git a/language/automl/automl_natural_language_dataset.py b/language/automl/automl_natural_language_dataset.py index 01dbf381829a..7793d4a60e55 100755 --- a/language/automl/automl_natural_language_dataset.py +++ b/language/automl/automl_natural_language_dataset.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -21,26 +21,21 @@ https://cloud.google.com/natural-language/automl/docs/ """ -# [START automl_natural_language_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -# [END automl_natural_language_import] +def create_dataset(project_id, compute_region, dataset_name, multilabel=False): + """Create a dataset.""" + # [START automl_natural_language_create_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_name = 'DATASET_NAME_HERE' + # multilabel = True for multilabel or False for multiclass + from google.cloud import automl_v1beta1 as automl -# [START automl_natural_language_create_dataset] -def create_dataset(project_id, compute_region, dataset_name, multilabel=False): - """Create a dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_name: Name of the dataset. - multilabel: Type of the classification problem. - False - MULTICLASS, True - MULTILABEL. - Default is False. - """ client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -74,18 +69,19 @@ def create_dataset(project_id, compute_region, dataset_name, multilabel=False): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) - -# [END automl_natural_language_create_dataset] + # [END automl_natural_language_create_dataset] -# [START automl_natural_language_list_datasets] def list_datasets(project_id, compute_region, filter_): - """List all datasets. - Args: - project_id: Id of the project. - compute_region: Region name. - filter_: Filter expression. - """ + """List all datasets.""" + # [START automl_natural_language_list_datasets] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -107,18 +103,19 @@ def list_datasets(project_id, compute_region, filter_): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) + # [END automl_natural_language_list_datasets] -# [END automl_natural_language_list_datasets] - -# [START automl_natural_language_get_dataset] def get_dataset(project_id, compute_region, dataset_id): - """Get the dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset. - """ + """Get the dataset.""" + # [START automl_natural_language_get_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset @@ -140,21 +137,20 @@ def get_dataset(project_id, compute_region, dataset_id): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) - -# [END automl_natural_language_get_dataset] + # [END automl_natural_language_get_dataset] -# [START automl_natural_language_import_data] def import_data(project_id, compute_region, dataset_id, path): - """Import labeled items. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: ID of the dataset into which the training content are to - be imported. - path: Google Cloud Storage URIs. - Target files must be in AutoML Natural Language CSV format. - """ + """Import labelled items.""" + # [START automl_natural_language_import_data] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # path = 'gs://path/to/file.csv' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -173,19 +169,20 @@ def import_data(project_id, compute_region, dataset_id, path): # synchronous check of operation status. print("Data imported. {}".format(response.result())) - -# [END automl_natural_language_import_data] + # [END automl_natural_language_import_data] -# [START automl_natural_language_export_data] def export_data(project_id, compute_region, dataset_id, output_uri): - """Export a dataset to a Google Cloud Storage bucket. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset to which will be exported. - output_uri: Google Cloud Storage URI for the export directory. - """ + """Export a dataset to a Google Cloud Storage bucket.""" + # [START automl_natural_language_export_data] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # output_uri: 'gs://location/to/export/data' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -203,18 +200,19 @@ def export_data(project_id, compute_region, dataset_id, output_uri): # synchronous check of operation status. print("Data exported. {}".format(response.result())) + # [END automl_natural_language_export_data] -# [END automl_natural_language_export_data] - -# [START automl_natural_language_delete_dataset] def delete_dataset(project_id, compute_region, dataset_id): - """Delete a dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset. - """ + """Delete a dataset.""" + # [START automl_natural_language_delete_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -228,8 +226,7 @@ def delete_dataset(project_id, compute_region, dataset_id): # synchronous check of operation status. print("Dataset deleted. {}".format(response.result())) - -# [END automl_natural_language_delete_dataset] + # [END automl_natural_language_delete_dataset] if __name__ == "__main__": diff --git a/language/automl/automl_natural_language_model.py b/language/automl/automl_natural_language_model.py index ad97d37a917d..84c0d99e4017 100755 --- a/language/automl/automl_natural_language_model.py +++ b/language/automl/automl_natural_language_model.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -21,25 +21,21 @@ https://cloud.google.com/natural-language/automl/docs/ """ -# [START automl_natural_language_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -from google.cloud.automl_v1beta1 import enums -# [END automl_natural_language_import] +def create_model(project_id, compute_region, dataset_id, model_name): + """Create a model.""" + # [START automl_natural_language_create_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # model_name = 'MODEL_NAME_HERE' + from google.cloud import automl_v1beta1 as automl -# [START automl_natural_language_create_model] -def create_model(project_id, compute_region, dataset_id, model_name): - """Create a model. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset to which model is created. - model_name: Name of the model. - """ client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -57,18 +53,18 @@ def create_model(project_id, compute_region, dataset_id, model_name): print("Training operation name: {}".format(response.operation.name)) print("Training started...") - -# [END automl_natural_language_create_model] + # [END automl_natural_language_create_model] -# [START automl_natural_language_get_operation_status] def get_operation_status(operation_full_id): - """Get operation status. - Args: - operation_full_id: Full name of a operation. - For example, the name of your operation is - projects//locations/us-central1/operations/. - """ + """Get operation status.""" + # [START automl_natural_language_get_operation_status] + # TODO(developer): Uncomment and set the following variables + # operation_full_id = + # 'projects//locations//operations/' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the latest state of a long-running operation. @@ -78,18 +74,20 @@ def get_operation_status(operation_full_id): print("Operation status: {}".format(response)) - -# [END automl_natural_language_get_operation_status] + # [END automl_natural_language_get_operation_status] -# [START automl_natural_language_list_models] def list_models(project_id, compute_region, filter_): - """List all models. - Args: - project_id: Id of the project. - compute_region: Region name. - filter: Filter expression. - """ + """List all models.""" + # [START automl_natural_language_list_models] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # filter_ = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + from google.cloud.automl_v1beta1 import enums + client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -116,18 +114,20 @@ def list_models(project_id, compute_region, filter_): print("\tnanos: {}".format(model.create_time.nanos)) print("Model deployment state: {}".format(deployment_state)) - -# [END automl_natural_language_list_models] + # [END automl_natural_language_list_models] -# [START automl_natural_language_get_model] def get_model(project_id, compute_region, model_id): - """Get model details. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - """ + """Get model details.""" + # [START automl_natural_language_get_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + from google.cloud.automl_v1beta1 import enums + client = automl.AutoMlClient() # Get the full path of the model. @@ -152,19 +152,20 @@ def get_model(project_id, compute_region, model_id): print("\tnanos: {}".format(model.create_time.nanos)) print("Model deployment state: {}".format(deployment_state)) - -# [END automl_natural_language_get_model] + # [END automl_natural_language_get_model] -# [START automl_natural_language_list_model_evaluations] def list_model_evaluations(project_id, compute_region, model_id, filter_): - """List model evaluations. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - filter: Filter expression. - """ + """List model evaluations.""" + # [START automl_natural_language_list_model_evaluations] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -177,21 +178,22 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): for element in response: print(element) - -# [END automl_natural_language_list_model_evaluations] + # [END automl_natural_language_list_model_evaluations] -# [START automl_natural_language_get_model_evaluation] def get_model_evaluation( project_id, compute_region, model_id, model_evaluation_id ): - """Get model evaluation. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - model_evaluation_id: Id of your model evaluation. - """ + """Get model evaluation.""" + # [START automl_natural_language_get_model_evaluation] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # model_evaluation_id = 'MODEL_EVALUATION_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model evaluation. @@ -204,19 +206,20 @@ def get_model_evaluation( print(response) - -# [END automl_natural_language_get_model_evaluation] + # [END automl_natural_language_get_model_evaluation] -# [START automl_natural_language_display_evaluation] def display_evaluation(project_id, compute_region, model_id, filter_): - """Display evaluation. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - filter: Filter expression. - """ + """Display evaluation.""" + # [START automl_natural_language_display_evaluation] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -278,18 +281,19 @@ def display_evaluation(project_id, compute_region, model_id, filter_): ) ) - -# [END automl_natural_language_display_evaluation] + # [END automl_natural_language_display_evaluation] -# [START automl_natural_language_delete_model] def delete_model(project_id, compute_region, model_id): - """Delete a model. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - """ + """Delete a model.""" + # [START automl_natural_language_delete_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -301,8 +305,7 @@ def delete_model(project_id, compute_region, model_id): # synchronous check of operation status. print("Model deleted. {}".format(response.result())) - -# [END automl_natural_language_delete_model] + # [END automl_natural_language_delete_model] if __name__ == "__main__": diff --git a/language/automl/automl_natural_language_predict.py b/language/automl/automl_natural_language_predict.py index dc6d5b177e5d..0c25e373467b 100755 --- a/language/automl/automl_natural_language_predict.py +++ b/language/automl/automl_natural_language_predict.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -21,24 +21,21 @@ https://cloud.google.com/natural-language/automl/docs/ """ -# [START automl_natural_language_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -# [END automl_natural_language_import] +def predict(project_id, compute_region, model_id, file_path): + """Classify the content.""" + # [START automl_natural_language_predict] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # file_path = '/local/path/to/file' + from google.cloud import automl_v1beta1 as automl -# [START automl_natural_language_predict] -def predict(project_id, compute_region, model_id, file_path): - """Classify the content. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model which will be used for text classification. - file_path: Local text file path of the content to be classified. - """ automl_client = automl.AutoMlClient() # Create client for prediction service. @@ -65,8 +62,7 @@ def predict(project_id, compute_region, model_id, file_path): print("Predicted class name: {}".format(result.display_name)) print("Predicted class score: {}".format(result.classification.score)) - -# [END automl_natural_language_predict] + # [END automl_natural_language_predict] if __name__ == "__main__": diff --git a/language/automl/dataset_test.py b/language/automl/dataset_test.py index e17df0c3b4eb..41a565c86a2c 100644 --- a/language/automl/dataset_test.py +++ b/language/automl/dataset_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/language/automl/model_test.py b/language/automl/model_test.py index 385242f9954f..4e52604e208a 100644 --- a/language/automl/model_test.py +++ b/language/automl/model_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/language/automl/predict_test.py b/language/automl/predict_test.py index e78d36a77cd1..6cf2c69a0e72 100644 --- a/language/automl/predict_test.py +++ b/language/automl/predict_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/translate/automl/automl_translation_dataset.py b/translate/automl/automl_translation_dataset.py index bcf7025bda7f..e579ac358a21 100755 --- a/translate/automl/automl_translation_dataset.py +++ b/translate/automl/automl_translation_dataset.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -20,26 +20,23 @@ For more information, see the documentation at https://cloud.google.com/translate/automl/docs """ -# [START automl_translation_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -# [END automl_translation_import] +def create_dataset(project_id, compute_region, dataset_name, source, target): + """Create a dataset.""" + # [START automl_translation_create_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_name = 'DATASET_NAME_HERE' + # source = 'LANGUAGE_CODE_OF_SOURCE_LANGUAGE' + # target = 'LANGUAGE_CODE_OF_TARGET_LANGUAGE' + from google.cloud import automl_v1beta1 as automl -# [START automl_translation_create_dataset] -def create_dataset(project_id, compute_region, dataset_name, source, target): - """Create a dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_name: Name of the dataset. - source: Source language code. - target: Target language code. - """ client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -78,18 +75,19 @@ def create_dataset(project_id, compute_region, dataset_name, source, target): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) + # [END automl_translation_create_dataset] -# [END automl_translation_create_dataset] - -# [START automl_translation_list_datasets] def list_datasets(project_id, compute_region, filter_): - """List Datasets. - Args: - project_id: Id of the project. - compute_region: Region name. - filter_: Filter expression. - """ + """List Datasets.""" + # [START automl_translation_list_datasets] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -119,18 +117,19 @@ def list_datasets(project_id, compute_region, filter_): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) - -# [END automl_translation_list_datasets] + # [END automl_translation_list_datasets] -# [START automl_translation_get_dataset] def get_dataset(project_id, compute_region, dataset_id): - """Get the dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset. - """ + """Get the dataset.""" + # [START automl_translation_get_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset @@ -160,20 +159,20 @@ def get_dataset(project_id, compute_region, dataset_id): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) + # [END automl_translation_get_dataset] -# [END automl_translation_get_dataset] - -# [START automl_translation_import_data] def import_data(project_id, compute_region, dataset_id, path): - """Import sentence pairs to the dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset to which the - training data will be imported. - path: Path of the training data csv file. - """ + """Import sentence pairs to the dataset.""" + # [START automl_translation_import_data] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # path = 'gs://path/to/file.csv' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -192,18 +191,19 @@ def import_data(project_id, compute_region, dataset_id, path): # synchronous check of operation status print("Data imported. {}".format(response.result())) - -# [END automl_translation_import_data] + # [END automl_translation_import_data] -# [START automl_translation_delete_dataset] def delete_dataset(project_id, compute_region, dataset_id): - """Delete a dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset. - """ + """Delete a dataset.""" + # [START automl_translation_delete_dataset]] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -217,8 +217,7 @@ def delete_dataset(project_id, compute_region, dataset_id): # synchronous check of operation status print("Dataset deleted. {}".format(response.result())) - -# [END automl_translation_delete_dataset] + # [END automl_translation_delete_dataset] if __name__ == "__main__": diff --git a/translate/automl/automl_translation_model.py b/translate/automl/automl_translation_model.py index 369513116347..0b9b6f53acaa 100755 --- a/translate/automl/automl_translation_model.py +++ b/translate/automl/automl_translation_model.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -20,26 +20,22 @@ For more information, see the documentation at https://cloud.google.com/translate/automl/docs """ -# [START automl_translation_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -from google.cloud.automl_v1beta1 import enums -# [END automl_translation_import] +def create_model(project_id, compute_region, dataset_id, model_name): + """Create a model.""" + # [START automl_translation_create_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # model_name = 'MODEL_NAME_HERE' + from google.cloud import automl_v1beta1 as automl -# [START automl_translation_create_model] -def create_model(project_id, compute_region, dataset_id, model_name): - """Create a model. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset to which model is created. - model_name: Name of the model. - """ client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -58,18 +54,20 @@ def create_model(project_id, compute_region, dataset_id, model_name): print("Training operation name: {}".format(response.operation.name)) print("Training started...") - -# [END automl_translation_create_model] + # [END automl_translation_create_model] -# [START automl_translation_list_models] def list_models(project_id, compute_region, filter_): - """List all models. - Args: - project_id: Id of the project. - compute_region: Region name. - filter_: Filter expression. - """ + """List all models.""" + # [START automl_translation_list_models] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # filter_ = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + from google.cloud.automl_v1beta1 import enums + client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -94,18 +92,20 @@ def list_models(project_id, compute_region, filter_): print("\tnanos: {}".format(model.create_time.nanos)) print("Model deployment state: {}".format(deployment_state)) - -# [END automl_translation_list_models] + # [END automl_translation_list_models] -# [START automl_translation_get_model] def get_model(project_id, compute_region, model_id): - """Get model details. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - """ + """Get model details.""" + # [START automl_translation_get_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + from google.cloud.automl_v1beta1 import enums + client = automl.AutoMlClient() # Get the full path of the model. @@ -129,19 +129,20 @@ def get_model(project_id, compute_region, model_id): print("\tnanos: {}".format(model.create_time.nanos)) print("Model deployment state: {}".format(deployment_state)) - -# [END automl_translation_get_model] + # [END automl_translation_get_model] -# [START automl_translation_list_model_evaluations] def list_model_evaluations(project_id, compute_region, model_id, filter_): - """List model evaluations. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - filter_: Filter expression. - """ + """List model evaluations.""" + # [START automl_translation_list_model_evaluations] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -151,21 +152,22 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): for element in client.list_model_evaluations(model_full_id, filter_): print(element) + # [END automl_translation_list_model_evaluations] -# [END automl_translation_list_model_evaluations] - -# [START automl_translation_get_model_evaluation] def get_model_evaluation( project_id, compute_region, model_id, model_evaluation_id ): - """Get model evaluation. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - model_evaluation_id: Id of your model evaluation. - """ + """Get model evaluation.""" + # [START automl_translation_get_model_evaluation] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # model_evaluation_id = 'MODEL_EVALUATION_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model evaluation. @@ -178,18 +180,19 @@ def get_model_evaluation( print(response) + # [END automl_translation_get_model_evaluation] -# [END automl_translation_get_model_evaluation] - -# [START automl_translation_delete_model] def delete_model(project_id, compute_region, model_id): - """Delete a model. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - """ + """Delete a model.""" + # [START automl_translation_delete_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -201,18 +204,18 @@ def delete_model(project_id, compute_region, model_id): # synchronous check of operation status. print("Model deleted. {}".format(response.result())) - -# [END automl_translation_delete_model] + # [END automl_translation_delete_model] -# [START automl_translation_get_operation_status] def get_operation_status(operation_full_id): - """Get operation status. - Args: - operation_full_id: Full name of a operation. - For example, the name of your operation is - projects//locations/us-central1/operations/ - """ + """Get operation status.""" + # [START automl_translation_get_operation_status] + # TODO(developer): Uncomment and set the following variables + # operation_full_id = + # 'projects//locations//operations/' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the latest state of a long-running operation. @@ -222,8 +225,7 @@ def get_operation_status(operation_full_id): print("Operation status: {}".format(response)) - -# [END automl_translation_get_operation_status] + # [END automl_translation_get_operation_status] if __name__ == "__main__": diff --git a/translate/automl/automl_translation_predict.py b/translate/automl/automl_translation_predict.py index 8b6b2fd2de59..1dac70b78d55 100644 --- a/translate/automl/automl_translation_predict.py +++ b/translate/automl/automl_translation_predict.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -21,16 +21,10 @@ https://cloud.google.com/translate/automl/docs """ -# [START automl_translation_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -# [END automl_translation_import] - - -# [START automl_translation_predict] def predict( project_id, compute_region, @@ -38,17 +32,16 @@ def predict( file_path, translation_allow_fallback=False, ): - """Translate the content. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model which translation needs to use. - file_path: Input file path of the content to be translated. - translation_allow_fallback: Use true if AutoML will fall-back - to use a Google translation model for translation requests - if the specified AutoML translation model cannot serve the request. - Use false to not use Google translation model. - """ + """Translate the content.""" + # [START automl_translation_predict] + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # file_path = '/local/path/to/file' + # translation_allow_fallback = True allows fallback to Google Translate + + from google.cloud import automl_v1beta1 as automl + automl_client = automl.AutoMlClient() # Create client for prediction service. @@ -78,8 +71,7 @@ def predict( print(u"Translated content: {}".format(translated_content.content)) - -# [END automl_translation_predict] + # [END automl_translation_predict] if __name__ == "__main__": diff --git a/translate/automl/dataset_test.py b/translate/automl/dataset_test.py index 6afe91aee5da..29e3e5c9fe97 100644 --- a/translate/automl/dataset_test.py +++ b/translate/automl/dataset_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/translate/automl/model_test.py b/translate/automl/model_test.py index b159e3ef1876..7f915c5dddf3 100644 --- a/translate/automl/model_test.py +++ b/translate/automl/model_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/translate/automl/predict_test.py b/translate/automl/predict_test.py index 155003e831fd..87aea8faa5b0 100644 --- a/translate/automl/predict_test.py +++ b/translate/automl/predict_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/vision/automl/automl_vision_dataset.py b/vision/automl/automl_vision_dataset.py index f88c1d2ebb4a..6faff090829b 100755 --- a/vision/automl/automl_vision_dataset.py +++ b/vision/automl/automl_vision_dataset.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -21,26 +21,21 @@ https://cloud.google.com/vision/automl/docs. """ -# [START automl_vision_tutorial_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -# [END automl_vision_tutorial_import] +def create_dataset(project_id, compute_region, dataset_name, multilabel=False): + """Create a dataset.""" + # [START automl_vision_create_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_name = 'DATASET_NAME_HERE' + # multilabel = True for multilabel or False for multiclass + from google.cloud import automl_v1beta1 as automl -# [START automl_vision_create_dataset] -def create_dataset(project_id, compute_region, dataset_name, multilabel=False): - """Create a dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_name: Name of the dataset. - multilabel: Type of the classification problem. - False - MULTICLASS, True - MULTILABEL - Default is False. - """ client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -73,18 +68,19 @@ def create_dataset(project_id, compute_region, dataset_name, multilabel=False): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) - -# [END automl_vision_create_dataset] + # [END automl_vision_create_dataset] -# [START automl_vision_list_datasets] def list_datasets(project_id, compute_region, filter_): - """List all datasets. - Args: - project_id: Id of the project. - compute_region: Region name. - filter: Filter expression. - """ + """List all datasets.""" + # [START automl_vision_list_datasets] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -106,18 +102,19 @@ def list_datasets(project_id, compute_region, filter_): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) + # [END automl_vision_list_datasets] -# [END automl_vision_list_datasets] - -# [START automl_vision_get_dataset] def get_dataset(project_id, compute_region, dataset_id): - """Get the dataset. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset. - """ + """Get the dataset.""" + # [START automl_vision_get_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -139,21 +136,20 @@ def get_dataset(project_id, compute_region, dataset_id): print("\tseconds: {}".format(dataset.create_time.seconds)) print("\tnanos: {}".format(dataset.create_time.nanos)) - -# [START automl_vision_get_dataset] + # [START automl_vision_get_dataset] -# [START automl_vision_import_data] def import_data(project_id, compute_region, dataset_id, path): - """Import labeled images. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset to which the - training data will be imported. - path: Google Cloud Storage URIs. - Target files must be in AutoML vision CSV format. - """ + """Import labeled images.""" + # [START automl_vision_import_data] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # path = 'gs://path/to/file.csv' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -172,19 +168,20 @@ def import_data(project_id, compute_region, dataset_id, path): # synchronous check of operation status. print("Data imported. {}".format(response.result())) - -# [END automl_vision_import_data] + # [END automl_vision_import_data] -# [START automl_vision_export_data] def export_data(project_id, compute_region, dataset_id, gcs_uri): - """Export a dataset to a Google Cloud Storage bucket. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset to be exported. - gcs_uri: Destination URI (Google Cloud Storage) - """ + """Export a dataset to a Google Cloud Storage bucket.""" + # [START automl_vision_export_data] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # output_uri: 'gs://location/to/export/data' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -202,18 +199,19 @@ def export_data(project_id, compute_region, dataset_id, gcs_uri): # synchronous check of operation status. print("Data exported. {}".format(response.result())) + # [END automl_vision_export_data] -# [END automl_vision_export_data] - -# [START automl_vision_delete_dataset] def delete_dataset(project_id, compute_region, dataset_id): - """Delete a dataset - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset. - """ + """Delete a dataset""" + # [START automl_vision_delete_dataset] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the dataset. @@ -227,8 +225,7 @@ def delete_dataset(project_id, compute_region, dataset_id): # synchronous check of operation status. print("Dataset deleted. {}".format(response.result())) - -# [END automl_visionl_delete_dataset] + # [END automl_visionl_delete_dataset] if __name__ == "__main__": diff --git a/vision/automl/automl_vision_model.py b/vision/automl/automl_vision_model.py index f586e964a29b..0c1f621d8b31 100755 --- a/vision/automl/automl_vision_model.py +++ b/vision/automl/automl_vision_model.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -21,28 +21,24 @@ https://cloud.google.com/vision/automl/docs. """ -# [START automl_vision_tutorial_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -from google.cloud.automl_v1beta1 import enums -# [END automl_vision_tutorial_import] - - -# [START automl_vision_create_model] def create_model( - project_id, compute_region, dataset_id, model_name, train_budget=0 + project_id, compute_region, dataset_id, model_name, train_budget=24 ): - """Create a model. - Args: - project_id: Id of the project. - compute_region: Region name. - dataset_id: Id of the dataset. - model_name: Name of the model. - train_budget: Budget for training the model. - """ + """Create a model.""" + # [START automl_vision_create_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # dataset_id = 'DATASET_ID_HERE' + # model_name = 'MODEL_NAME_HERE' + # train_budget = integer amount for maximum cost of model + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -63,18 +59,18 @@ def create_model( print("Training operation name: {}".format(response.operation.name)) print("Training started...") + # [END automl_vision_create_model] -# [END automl_vision_create_model] - -# [START automl_vision_get_operation_status] def get_operation_status(operation_full_id): - """Get operation status. - Args: - operation_full_id: Full name of a operation. - For example, the name of your operation is - projects//locations/us-central1/operations/. - """ + """Get operation status.""" + # [START automl_vision_get_operation_status] + # TODO(developer): Uncomment and set the following variables + # operation_full_id = + # 'projects//locations//operations/' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the latest state of a long-running operation. @@ -84,18 +80,20 @@ def get_operation_status(operation_full_id): print("Operation status: {}".format(response)) + # [END automl_vision_get_operation_status] -# [END automl_vision_get_operation_status] - -# [START automl_vision_list_models] def list_models(project_id, compute_region, filter_): - """List all models. - Args: - project_id: Id of the project. - compute_region: Region name. - filter_: Filter expression. - """ + """List all models.""" + # [START automl_vision_list_models] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # filter_ = 'DATASET_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + from google.cloud.automl_v1beta1 import enums + client = automl.AutoMlClient() # A resource that represents Google Cloud Platform location. @@ -142,18 +140,20 @@ def list_models(project_id, compute_region, filter_): print("\tnanos: {}".format(model.create_time.nanos)) print("Model deployment state: {}".format(deployment_state)) + # [END automl_vision_list_models] -# [END automl_vision_list_models] - -# [START automl_vision_get_model] def get_model(project_id, compute_region, model_id): - """Get model details. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - """ + """Get model details.""" + # [START automl_vision_get_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + from google.cloud.automl_v1beta1 import enums + client = automl.AutoMlClient() # Get the full path of the model. @@ -198,19 +198,20 @@ def get_model(project_id, compute_region, model_id): print("\tnanos: {}".format(model.create_time.nanos)) print("Model deployment state: {}".format(deployment_state)) + # [END automl_vision_get_model] -# [END automl_vision_get_model] - -# [START automl_vision_list_model_evaluations] def list_model_evaluations(project_id, compute_region, model_id, filter_): - """List model evaluations. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - filter_: Filter expression. - """ + """List model evaluations.""" + # [START automl_vision_list_model_evaluations] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -223,21 +224,22 @@ def list_model_evaluations(project_id, compute_region, model_id, filter_): for element in response: print(element) - -# [END automl_vision_list_model_evaluations] + # [END automl_vision_list_model_evaluations] -# [START automl_vision_get_model_evaluation] def get_model_evaluation( project_id, compute_region, model_id, model_evaluation_id ): - """Get model evaluation. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - model_evaluation_id: Id of your model evaluation. - """ + """Get model evaluation.""" + # [START automl_vision_get_model_evaluation] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # model_evaluation_id = 'MODEL_EVALUATION_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model evaluation. @@ -250,19 +252,20 @@ def get_model_evaluation( print(response) - -# [END automl_vision_get_model_evaluation] + # [END automl_vision_get_model_evaluation] -# [START automl_vision_display_evaluation] def display_evaluation(project_id, compute_region, model_id, filter_): - """Display evaluation. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - filter_: Filter expression. - """ + """Display evaluation.""" + # [START automl_vision_display_evaluation] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # filter_ = 'filter expression here' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -324,18 +327,19 @@ def display_evaluation(project_id, compute_region, model_id, filter_): ) ) - -# [END automl_vision_display_evaluation] + # [END automl_vision_display_evaluation] -# [START automl_vision_delete_model] def delete_model(project_id, compute_region, model_id): - """Delete a model. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model. - """ + """Delete a model.""" + # [START automl_vision_delete_model] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + + from google.cloud import automl_v1beta1 as automl + client = automl.AutoMlClient() # Get the full path of the model. @@ -347,8 +351,7 @@ def delete_model(project_id, compute_region, model_id): # synchronous check of operation status. print("Model deleted. {}".format(response.result())) - -# [END automl_vision_delete_model] + # [END automl_vision_delete_model] if __name__ == "__main__": diff --git a/vision/automl/automl_vision_predict.py b/vision/automl/automl_vision_predict.py index 50f3c1e42a42..0478c5c2feb1 100755 --- a/vision/automl/automl_vision_predict.py +++ b/vision/automl/automl_vision_predict.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google Inc. All Rights Reserved. +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -21,30 +21,24 @@ https://cloud.google.com/vision/automl/docs. """ -# [START automl_vision_tutorial_import] import argparse import os -from google.cloud import automl_v1beta1 as automl -# [END automl_vision_tutorial_import] - - -# [START automl_vision_predict] def predict( project_id, compute_region, model_id, file_path, score_threshold="" ): - """Make a prediction for an image. - Args: - project_id: Id of the project. - compute_region: Region name. - model_id: Id of the model which will be used for image classification. - file_path: File path of the input image. - score_threshold: A value from 0.0 to 1.0. When the model - makes predictions for an image, it will only produce - results that have at least this confidence score threshold. - The default is 0.5. - """ + """Make a prediction for an image.""" + # [START automl_vision_predict] + # TODO(developer): Uncomment and set the following variables + # project_id = 'PROJECT_ID_HERE' + # compute_region = 'COMPUTE_REGION_HERE' + # model_id = 'MODEL_ID_HERE' + # file_path = '/local/path/to/file' + # score_threshold = 'value from 0.0 to 0.5' + + from google.cloud import automl_v1beta1 as automl + automl_client = automl.AutoMlClient() # Get the full path of the model. @@ -73,8 +67,7 @@ def predict( print("Predicted class name: {}".format(result.display_name)) print("Predicted class score: {}".format(result.classification.score)) - -# [END automl_vision_predict] + # [END automl_vision_predict] if __name__ == "__main__": diff --git a/vision/automl/dataset_test.py b/vision/automl/dataset_test.py index 0c9d3251a600..1da0433b53a1 100644 --- a/vision/automl/dataset_test.py +++ b/vision/automl/dataset_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/vision/automl/model_test.py b/vision/automl/model_test.py index 4ffd22cd115d..7302edaf849b 100644 --- a/vision/automl/model_test.py +++ b/vision/automl/model_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -33,7 +33,7 @@ def test_model_create_status_delete(capsys): my_model = { "display_name": model_name, "dataset_id": "3946265060617537378", - "image_classification_model_metadata": {}, + "image_classification_model_metadata": {"train_budget": 24}, } response = client.create_model(project_location, my_model) operation_name = response.operation.name diff --git a/vision/automl/predict_test.py b/vision/automl/predict_test.py index a95252a357c7..b588c13fceb0 100644 --- a/vision/automl/predict_test.py +++ b/vision/automl/predict_test.py @@ -1,6 +1,6 @@ #!/usr/bin/env python -# Copyright 2018 Google, Inc +# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License.

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