From db19e57776458fecbb213469529487c124634a55 Mon Sep 17 00:00:00 2001 From: nnegrey Date: Fri, 13 Dec 2019 11:48:40 -0700 Subject: [PATCH 1/7] automl: add vision object detection samples for atuoml ga --- automl/cloud-client/requirements.txt | 2 + automl/cloud-client/resources/salad.jpg | Bin 0 -> 2354144 bytes .../vision_object_detection_create_dataset.py | 45 +++++++++++++ ...on_object_detection_create_dataset_test.py | 47 ++++++++++++++ .../vision_object_detection_create_model.py | 45 +++++++++++++ ...sion_object_detection_create_model_test.py | 40 ++++++++++++ ...bject_detection_deploy_model_node_count.py | 39 ++++++++++++ ..._detection_deploy_model_node_count_test.py | 54 ++++++++++++++++ .../vision_object_detection_predict.py | 59 ++++++++++++++++++ .../vision_object_detection_predict_test.py | 46 ++++++++++++++ 10 files changed, 377 insertions(+) create mode 100644 automl/cloud-client/requirements.txt create mode 100644 automl/cloud-client/resources/salad.jpg create mode 100644 automl/cloud-client/vision_object_detection_create_dataset.py create mode 100644 automl/cloud-client/vision_object_detection_create_dataset_test.py create mode 100644 automl/cloud-client/vision_object_detection_create_model.py create mode 100644 automl/cloud-client/vision_object_detection_create_model_test.py create mode 100644 automl/cloud-client/vision_object_detection_deploy_model_node_count.py create mode 100644 automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py create mode 100644 automl/cloud-client/vision_object_detection_predict.py create mode 100644 automl/cloud-client/vision_object_detection_predict_test.py diff --git a/automl/cloud-client/requirements.txt b/automl/cloud-client/requirements.txt new file mode 100644 index 000000000000..d64d7c33cbc1 --- /dev/null +++ b/automl/cloud-client/requirements.txt @@ -0,0 +1,2 @@ +google-cloud-automl==0.8.0 +google-cloud-storage==1.20.0 \ No newline at end of file diff --git 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zdUA_f9WMgXKT@>+0Er7GKX^Yn?d*JZuZ+k)I{dxSym6{C0h9UHsp(!d)Xq6SojD}d z$0V?>=ji>Hi$h%&%JUg9 zn!BqSE2pV1nf`ysr-PB2f|L?ES1GjPV!-M?wLMirNYA}W8HvVdXx^Mlak;B1ax+z8 z>&;uN{h5BxQc(Fg{{TPApHL2?>r>YojhU>rK~7d9ifu8Njs-NXN>?ZIKhOCUAUNi$ zj(MvTj)+BEwH$DPO=6|2^C=!34@+vwi8@7XtQ$?iv)nPvMS6{tWP-N9pTZCn)BOG%} zNI*SlYj`udkz$G{tp^9GW*(JxFY8(HlZw!b`qbZ3Mrl-$_o$bZ6)b(~qONZpQ6)~J z0~HABKD9k=m5phl+I6i6xf!hG;e}j;ka1kIS`{>CC*7%|?^V$Ds}c972ceBE$wyIE zldV*#;ypgNsE+n6!p5u*fmQ^c=lqJP4@#c5iYCSA-=2F^;!IUU`_(lZx}6kKXu6NM uQ|hc_fyG)JjM8exv09E#y;D>v_o`~jZ=o~XDi{0JH9*|4tYs?@fB)GQ Date: Wed, 18 Dec 2019 16:33:44 -0700 Subject: [PATCH 2/7] Update tests --- .../vision_object_detection_create_dataset.py | 6 +-- ...on_object_detection_create_dataset_test.py | 2 - .../vision_object_detection_create_model.py | 4 +- ...sion_object_detection_create_model_test.py | 4 +- ...bject_detection_deploy_model_node_count.py | 6 +-- ..._detection_deploy_model_node_count_test.py | 45 ++++++------------- .../vision_object_detection_predict.py | 8 ++-- .../vision_object_detection_predict_test.py | 4 +- 8 files changed, 24 insertions(+), 55 deletions(-) diff --git a/automl/cloud-client/vision_object_detection_create_dataset.py b/automl/cloud-client/vision_object_detection_create_dataset.py index 25fa60f40889..b0b5d2430d21 100644 --- a/automl/cloud-client/vision_object_detection_create_dataset.py +++ b/automl/cloud-client/vision_object_detection_create_dataset.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python - # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -40,6 +38,6 @@ def create_dataset(project_id, display_name): created_dataset = response.result() # Display the dataset information - print(u"Dataset name: {}".format(created_dataset.name)) - print(u"Dataset id: {}".format(created_dataset.name.split("/")[-1])) + print("Dataset name: {}".format(created_dataset.name)) + print("Dataset id: {}".format(created_dataset.name.split("/")[-1])) # [END automl_vision_object_detection_create_dataset] diff --git a/automl/cloud-client/vision_object_detection_create_dataset_test.py b/automl/cloud-client/vision_object_detection_create_dataset_test.py index a628c4592f06..2ca8eeeff40d 100644 --- a/automl/cloud-client/vision_object_detection_create_dataset_test.py +++ b/automl/cloud-client/vision_object_detection_create_dataset_test.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python - # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); diff --git a/automl/cloud-client/vision_object_detection_create_model.py b/automl/cloud-client/vision_object_detection_create_model.py index 0f0b55219915..a7315d98f736 100644 --- a/automl/cloud-client/vision_object_detection_create_model.py +++ b/automl/cloud-client/vision_object_detection_create_model.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python - # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -40,6 +38,6 @@ def create_model(project_id, dataset_id, display_name): # Create a model with the model metadata in the region. response = client.create_model(project_location, model) - print(u"Training operation name: {}".format(response.operation.name)) + print("Training operation name: {}".format(response.operation.name)) print("Training started...") # [END automl_vision_object_detection_create_model] diff --git a/automl/cloud-client/vision_object_detection_create_model_test.py b/automl/cloud-client/vision_object_detection_create_model_test.py index be4d3c7d6014..23b691bf95d2 100644 --- a/automl/cloud-client/vision_object_detection_create_model_test.py +++ b/automl/cloud-client/vision_object_detection_create_model_test.py @@ -1,6 +1,4 @@ -#!/usr/bin/env python - -# Copyright 2018 Google LLC +# Copyright 2019 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/automl/cloud-client/vision_object_detection_deploy_model_node_count.py b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py index 52226030c402..5defc97036e3 100644 --- a/automl/cloud-client/vision_object_detection_deploy_model_node_count.py +++ b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python - # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -15,7 +13,7 @@ # limitations under the License. -def deploy_model_with_node_count(project_id, model_id): +def deploy_model(project_id, model_id): """Deploy a model with a specified node count.""" # [START automl_vision_object_detection_deploy_model_node_count] from google.cloud import automl @@ -35,5 +33,5 @@ def deploy_model_with_node_count(project_id, model_id): image_object_detection_model_deployment_metadata=metadata, ) - print(u"Model deployment finished. {}".format(response.result())) + print("Model deployment finished. {}".format(response.result())) # [END automl_vision_object_detection_deploy_model_node_count] diff --git a/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py b/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py index 8a465019f71f..1f9888039594 100644 --- a/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py +++ b/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py @@ -1,6 +1,4 @@ -#!/usr/bin/env python - -# Copyright 2018 Google LLC +# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -15,40 +13,25 @@ # limitations under the License. import os -import sys import pytest import vision_object_detection_deploy_model_node_count PROJECT_ID = os.environ["GCLOUD_PROJECT"] - -version_info = sys.version_info -if version_info.major == 3 and version_info.minor == 6: - MODEL_ID = "IOD1729298694026559488" -else: - MODEL_ID = "IOD6143103405779845120" - - -@pytest.fixture(scope="function") -def verify_model_state(): - from google.cloud import automl - - client = automl.AutoMlClient() - model_full_id = client.model_path(PROJECT_ID, "us-central1", MODEL_ID) - - model = client.get_model(model_full_id) - if model.deployment_state == automl.enums.Model.DeploymentState.DEPLOYED: - # Undeploy model if it is deployed - response = client.undeploy_model(model_full_id) - response.result() +MODEL_ID = "0000000000000000000000" @pytest.mark.slow -def test_vision_object_detection_deploy_model(capsys, verify_model_state): - verify_model_state - vision_object_detection_deploy_model_node_count.deploy_model_with_node_count( - PROJECT_ID, MODEL_ID - ) - out, _ = capsys.readouterr() - assert "Model deployment finished." in out +def test_object_detection_deploy_model_with_node_count(capsys): + # As model deployment can take a long time, instead try to deploy a + # nonexistent model and confirm that the model was not found, but other + # elements of the request were valid. + try: + vision_object_detection_deploy_model_node_count.deploy_model( + PROJECT_ID, MODEL_ID + ) + out, _ = capsys.readouterr() + assert "The model does not exist" in out + except Exception as e: + assert "The model does not exist" in e.message diff --git a/automl/cloud-client/vision_object_detection_predict.py b/automl/cloud-client/vision_object_detection_predict.py index ca2c5c9d18b8..1af75c79f7c2 100644 --- a/automl/cloud-client/vision_object_detection_predict.py +++ b/automl/cloud-client/vision_object_detection_predict.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python - # Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -46,14 +44,14 @@ def predict(project_id, model_id, file_path): response = prediction_client.predict(model_full_id, payload, params) print("Prediction results:") for result in response.payload: - print(u"Predicted class name: {}".format(result.display_name)) + print("Predicted class name: {}".format(result.display_name)) print( - u"Predicted class score: {}".format( + "Predicted class score: {}".format( result.image_object_detection.score ) ) bounding_box = result.image_object_detection.bounding_box print("Normalized Vertices:") for vertex in bounding_box.normalized_vertices: - print(u"\tX: {}, Y: {}".format(vertex.x, vertex.y)) + print("\tX: {}, Y: {}".format(vertex.x, vertex.y)) # [END automl_vision_object_detection_predict] diff --git a/automl/cloud-client/vision_object_detection_predict_test.py b/automl/cloud-client/vision_object_detection_predict_test.py index 5d689186884d..5d82042309bd 100644 --- a/automl/cloud-client/vision_object_detection_predict_test.py +++ b/automl/cloud-client/vision_object_detection_predict_test.py @@ -1,6 +1,4 @@ -#!/usr/bin/env python - -# Copyright 2018 Google LLC +# Copyright 2019 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. From 580313cdc217e73177bc7fcb616a9f8e7d01f5b1 Mon Sep 17 00:00:00 2001 From: nnegrey Date: Wed, 18 Dec 2019 16:42:14 -0700 Subject: [PATCH 3/7] update test resource file used --- automl/cloud-client/vision_object_detection_predict_test.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/automl/cloud-client/vision_object_detection_predict_test.py b/automl/cloud-client/vision_object_detection_predict_test.py index 5d82042309bd..87f606bdc491 100644 --- a/automl/cloud-client/vision_object_detection_predict_test.py +++ b/automl/cloud-client/vision_object_detection_predict_test.py @@ -38,7 +38,7 @@ def verify_model_state(): def test_vision_object_detection_predict(capsys, verify_model_state): verify_model_state - file_path = "resources/test.png" + file_path = "resources/salad.jpg" vision_object_detection_predict.predict(PROJECT_ID, MODEL_ID, file_path) out, _ = capsys.readouterr() assert "Predicted class name:" in out From ceb69837be1f6fd5cc93c94d8981e6cbd6131978 Mon Sep 17 00:00:00 2001 From: nnegrey Date: Fri, 20 Dec 2019 08:57:11 -0700 Subject: [PATCH 4/7] Consistently use double quotes --- .../cloud-client/vision_object_detection_create_dataset.py | 4 ++-- automl/cloud-client/vision_object_detection_create_model.py | 6 +++--- .../vision_object_detection_deploy_model_node_count.py | 4 ++-- automl/cloud-client/vision_object_detection_predict.py | 6 +++--- 4 files changed, 10 insertions(+), 10 deletions(-) diff --git a/automl/cloud-client/vision_object_detection_create_dataset.py b/automl/cloud-client/vision_object_detection_create_dataset.py index b0b5d2430d21..00d5a2daf29b 100644 --- a/automl/cloud-client/vision_object_detection_create_dataset.py +++ b/automl/cloud-client/vision_object_detection_create_dataset.py @@ -19,8 +19,8 @@ def create_dataset(project_id, display_name): from google.cloud import automl # TODO(developer): Uncomment and set the following variables - # project_id = 'YOUR_PROJECT_ID' - # display_name = 'YOUR_DATASET_NAME' + # project_id = "YOUR_PROJECT_ID" + # display_name = "your_datasets_display_name" client = automl.AutoMlClient() diff --git a/automl/cloud-client/vision_object_detection_create_model.py b/automl/cloud-client/vision_object_detection_create_model.py index a7315d98f736..d8f861ac9a0a 100644 --- a/automl/cloud-client/vision_object_detection_create_model.py +++ b/automl/cloud-client/vision_object_detection_create_model.py @@ -19,9 +19,9 @@ def create_model(project_id, dataset_id, display_name): from google.cloud import automl # TODO(developer): Uncomment and set the following variables - # project_id = 'YOUR_PROJECT_ID' - # dataset_id = 'YOUR_DATASET_ID' - # display_name = 'YOUR_MODEL_NAME' + # project_id = "YOUR_PROJECT_ID" + # dataset_id = "YOUR_DATASET_ID" + # display_name = "your_models_display_name" client = automl.AutoMlClient() diff --git a/automl/cloud-client/vision_object_detection_deploy_model_node_count.py b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py index 5defc97036e3..2be2323f24bb 100644 --- a/automl/cloud-client/vision_object_detection_deploy_model_node_count.py +++ b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py @@ -19,8 +19,8 @@ def deploy_model(project_id, model_id): from google.cloud import automl # TODO(developer): Uncomment and set the following variables - # project_id = 'YOUR_PROJECT_ID' - # model_id = 'YOUR_MODEL_ID' + # project_id = "YOUR_PROJECT_ID" + # model_id = "YOUR_MODEL_ID" client = automl.AutoMlClient() # Get the full path of the model. diff --git a/automl/cloud-client/vision_object_detection_predict.py b/automl/cloud-client/vision_object_detection_predict.py index 1af75c79f7c2..5483d961e780 100644 --- a/automl/cloud-client/vision_object_detection_predict.py +++ b/automl/cloud-client/vision_object_detection_predict.py @@ -19,9 +19,9 @@ def predict(project_id, model_id, file_path): from google.cloud import automl # TODO(developer): Uncomment and set the following variables - # project_id = 'YOUR_PROJECT_ID' - # model_id = 'YOUR_MODEL_ID' - # file_path = 'path_to_local_file.txt' + # project_id = "YOUR_PROJECT_ID" + # model_id = "YOUR_MODEL_ID" + # file_path = "path_to_local_file.txt" prediction_client = automl.PredictionServiceClient() From 156ce4544402b49548befc8cd75cda6d55bdd4da Mon Sep 17 00:00:00 2001 From: nnegrey Date: Fri, 20 Dec 2019 09:26:56 -0700 Subject: [PATCH 5/7] Move test imports to top of file --- .../vision_object_detection_create_dataset_test.py | 3 +-- .../cloud-client/vision_object_detection_create_model_test.py | 3 +-- automl/cloud-client/vision_object_detection_predict_test.py | 3 +-- 3 files changed, 3 insertions(+), 6 deletions(-) diff --git a/automl/cloud-client/vision_object_detection_create_dataset_test.py b/automl/cloud-client/vision_object_detection_create_dataset_test.py index 2ca8eeeff40d..7d46bfb9e473 100644 --- a/automl/cloud-client/vision_object_detection_create_dataset_test.py +++ b/automl/cloud-client/vision_object_detection_create_dataset_test.py @@ -15,6 +15,7 @@ import datetime import os +from google.cloud import automl import pytest import vision_object_detection_create_dataset @@ -35,8 +36,6 @@ def test_vision_object_detection_create_dataset(capsys): # Delete the created dataset dataset_id = out.splitlines()[1].split()[2] - from google.cloud import automl - client = automl.AutoMlClient() dataset_full_id = client.dataset_path( PROJECT_ID, "us-central1", dataset_id diff --git a/automl/cloud-client/vision_object_detection_create_model_test.py b/automl/cloud-client/vision_object_detection_create_model_test.py index 23b691bf95d2..734ba5f242f0 100644 --- a/automl/cloud-client/vision_object_detection_create_model_test.py +++ b/automl/cloud-client/vision_object_detection_create_model_test.py @@ -14,6 +14,7 @@ import os +from google.cloud import automl import pytest import vision_object_detection_create_model @@ -32,7 +33,5 @@ def test_vision_object_detection_create_model(capsys): # Cancel the operation operation_id = out.split("Training operation name: ")[1].split("\n")[0] - from google.cloud import automl - client = automl.AutoMlClient() client.transport._operations_client.cancel_operation(operation_id) diff --git a/automl/cloud-client/vision_object_detection_predict_test.py b/automl/cloud-client/vision_object_detection_predict_test.py index 87f606bdc491..e354e0e077cf 100644 --- a/automl/cloud-client/vision_object_detection_predict_test.py +++ b/automl/cloud-client/vision_object_detection_predict_test.py @@ -14,6 +14,7 @@ import os +from google.cloud import automl import pytest import vision_object_detection_predict @@ -24,8 +25,6 @@ @pytest.fixture(scope="function") def verify_model_state(): - from google.cloud import automl - client = automl.AutoMlClient() model_full_id = client.model_path(PROJECT_ID, "us-central1", MODEL_ID) From 2835552c4db57529e36ba609ed2562e221836949 Mon Sep 17 00:00:00 2001 From: nnegrey Date: Thu, 2 Jan 2020 11:09:38 -0700 Subject: [PATCH 6/7] license year 2020 --- automl/cloud-client/vision_object_detection_create_dataset.py | 2 +- .../cloud-client/vision_object_detection_create_dataset_test.py | 2 +- automl/cloud-client/vision_object_detection_create_model.py | 2 +- .../cloud-client/vision_object_detection_create_model_test.py | 2 +- .../vision_object_detection_deploy_model_node_count.py | 2 +- .../vision_object_detection_deploy_model_node_count_test.py | 2 +- automl/cloud-client/vision_object_detection_predict.py | 2 +- automl/cloud-client/vision_object_detection_predict_test.py | 2 +- 8 files changed, 8 insertions(+), 8 deletions(-) diff --git a/automl/cloud-client/vision_object_detection_create_dataset.py b/automl/cloud-client/vision_object_detection_create_dataset.py index 00d5a2daf29b..9a4b1436b80d 100644 --- a/automl/cloud-client/vision_object_detection_create_dataset.py +++ b/automl/cloud-client/vision_object_detection_create_dataset.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 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/automl/cloud-client/vision_object_detection_create_dataset_test.py b/automl/cloud-client/vision_object_detection_create_dataset_test.py index 7d46bfb9e473..6f5fe5b9f6f9 100644 --- a/automl/cloud-client/vision_object_detection_create_dataset_test.py +++ b/automl/cloud-client/vision_object_detection_create_dataset_test.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 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/automl/cloud-client/vision_object_detection_create_model.py b/automl/cloud-client/vision_object_detection_create_model.py index d8f861ac9a0a..d0acf72b2f54 100644 --- a/automl/cloud-client/vision_object_detection_create_model.py +++ b/automl/cloud-client/vision_object_detection_create_model.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 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/automl/cloud-client/vision_object_detection_create_model_test.py b/automl/cloud-client/vision_object_detection_create_model_test.py index 734ba5f242f0..fc71e31d8bdc 100644 --- a/automl/cloud-client/vision_object_detection_create_model_test.py +++ b/automl/cloud-client/vision_object_detection_create_model_test.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 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/automl/cloud-client/vision_object_detection_deploy_model_node_count.py b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py index 2be2323f24bb..1e5a12048cd0 100644 --- a/automl/cloud-client/vision_object_detection_deploy_model_node_count.py +++ b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 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/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py b/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py index 1f9888039594..816c4af932b7 100644 --- a/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py +++ b/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 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/automl/cloud-client/vision_object_detection_predict.py b/automl/cloud-client/vision_object_detection_predict.py index 5483d961e780..34dfae2d6878 100644 --- a/automl/cloud-client/vision_object_detection_predict.py +++ b/automl/cloud-client/vision_object_detection_predict.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 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/automl/cloud-client/vision_object_detection_predict_test.py b/automl/cloud-client/vision_object_detection_predict_test.py index e354e0e077cf..2a0238bd6ecf 100644 --- a/automl/cloud-client/vision_object_detection_predict_test.py +++ b/automl/cloud-client/vision_object_detection_predict_test.py @@ -1,4 +1,4 @@ -# Copyright 2019 Google LLC +# Copyright 2020 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. From 8f78c7ed7dce587e77d28ad423a70b74893b3ff4 Mon Sep 17 00:00:00 2001 From: nnegrey Date: Tue, 7 Jan 2020 11:26:13 -0700 Subject: [PATCH 7/7] Use centralized testing project for automl, improve comment with links to docs --- .../vision_object_detection_create_dataset_test.py | 2 +- .../cloud-client/vision_object_detection_create_model.py | 7 ++++++- .../vision_object_detection_create_model_test.py | 4 ++-- .../vision_object_detection_deploy_model_node_count.py | 3 +++ ...vision_object_detection_deploy_model_node_count_test.py | 2 +- automl/cloud-client/vision_object_detection_predict.py | 3 ++- .../cloud-client/vision_object_detection_predict_test.py | 4 ++-- 7 files changed, 17 insertions(+), 8 deletions(-) diff --git a/automl/cloud-client/vision_object_detection_create_dataset_test.py b/automl/cloud-client/vision_object_detection_create_dataset_test.py index 6f5fe5b9f6f9..54fcf84d2bf6 100644 --- a/automl/cloud-client/vision_object_detection_create_dataset_test.py +++ b/automl/cloud-client/vision_object_detection_create_dataset_test.py @@ -21,7 +21,7 @@ import vision_object_detection_create_dataset -PROJECT_ID = os.environ["GCLOUD_PROJECT"] +PROJECT_ID = os.environ["AUTOML_PROJECT_ID"] @pytest.mark.slow diff --git a/automl/cloud-client/vision_object_detection_create_model.py b/automl/cloud-client/vision_object_detection_create_model.py index d0acf72b2f54..980be41ce164 100644 --- a/automl/cloud-client/vision_object_detection_create_model.py +++ b/automl/cloud-client/vision_object_detection_create_model.py @@ -28,7 +28,12 @@ def create_model(project_id, dataset_id, display_name): # A resource that represents Google Cloud Platform location. project_location = client.location_path(project_id, "us-central1") # Leave model unset to use the default base model provided by Google - metadata = automl.types.ImageObjectDetectionModelMetadata() + # train_budget_milli_node_hours: The actual train_cost will be equal or + # less than this value. + # https://cloud.google.com/automl/docs/reference/rpc/google.cloud.automl.v1#imageobjectdetectionmodelmetadata + metadata = automl.types.ImageObjectDetectionModelMetadata( + train_budget_milli_node_hours=24000 + ) model = automl.types.Model( display_name=display_name, dataset_id=dataset_id, diff --git a/automl/cloud-client/vision_object_detection_create_model_test.py b/automl/cloud-client/vision_object_detection_create_model_test.py index fc71e31d8bdc..af93a69b0bd7 100644 --- a/automl/cloud-client/vision_object_detection_create_model_test.py +++ b/automl/cloud-client/vision_object_detection_create_model_test.py @@ -19,8 +19,8 @@ import vision_object_detection_create_model -PROJECT_ID = os.environ["GCLOUD_PROJECT"] -DATASET_ID = "IOD6284333475344416768" +PROJECT_ID = os.environ["AUTOML_PROJECT_ID"] +DATASET_ID = os.environ["OBJECT_DETECTION_DATASET_ID"] @pytest.mark.slow diff --git a/automl/cloud-client/vision_object_detection_deploy_model_node_count.py b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py index 1e5a12048cd0..2daa4101ac0c 100644 --- a/automl/cloud-client/vision_object_detection_deploy_model_node_count.py +++ b/automl/cloud-client/vision_object_detection_deploy_model_node_count.py @@ -25,6 +25,9 @@ def deploy_model(project_id, model_id): client = automl.AutoMlClient() # Get the full path of the model. model_full_id = client.model_path(project_id, "us-central1", model_id) + + # node count determines the number of nodes to deploy the model on. + # https://cloud.google.com/automl/docs/reference/rpc/google.cloud.automl.v1#imageobjectdetectionmodeldeploymentmetadata metadata = automl.types.ImageObjectDetectionModelDeploymentMetadata( node_count=2 ) diff --git a/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py b/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py index 816c4af932b7..309b2525982a 100644 --- a/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py +++ b/automl/cloud-client/vision_object_detection_deploy_model_node_count_test.py @@ -18,7 +18,7 @@ import vision_object_detection_deploy_model_node_count -PROJECT_ID = os.environ["GCLOUD_PROJECT"] +PROJECT_ID = os.environ["AUTOML_PROJECT_ID"] MODEL_ID = "0000000000000000000000" diff --git a/automl/cloud-client/vision_object_detection_predict.py b/automl/cloud-client/vision_object_detection_predict.py index 34dfae2d6878..efd1534ecfbe 100644 --- a/automl/cloud-client/vision_object_detection_predict.py +++ b/automl/cloud-client/vision_object_detection_predict.py @@ -21,7 +21,7 @@ def predict(project_id, model_id, file_path): # TODO(developer): Uncomment and set the following variables # project_id = "YOUR_PROJECT_ID" # model_id = "YOUR_MODEL_ID" - # file_path = "path_to_local_file.txt" + # file_path = "path_to_local_file.jpg" prediction_client = automl.PredictionServiceClient() @@ -39,6 +39,7 @@ def predict(project_id, model_id, file_path): # params is additional domain-specific parameters. # score_threshold is used to filter the result + # https://cloud.google.com/automl/docs/reference/rpc/google.cloud.automl.v1#predictrequest params = {"score_threshold": "0.8"} response = prediction_client.predict(model_full_id, payload, params) diff --git a/automl/cloud-client/vision_object_detection_predict_test.py b/automl/cloud-client/vision_object_detection_predict_test.py index 2a0238bd6ecf..5ce5763ff480 100644 --- a/automl/cloud-client/vision_object_detection_predict_test.py +++ b/automl/cloud-client/vision_object_detection_predict_test.py @@ -19,8 +19,8 @@ import vision_object_detection_predict -PROJECT_ID = os.environ["GCLOUD_PROJECT"] -MODEL_ID = "IOD1729298694026559488" +PROJECT_ID = os.environ["AUTOML_PROJECT_ID"] +MODEL_ID = os.environ["OBJECT_DETECTION_MODEL_ID"] @pytest.fixture(scope="function")

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