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Reroute AutoML operator links to Google Translation links (apache#39668)
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you 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 module contains Google Translate links.""" | ||
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from __future__ import annotations | ||
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from typing import TYPE_CHECKING | ||
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from airflow.providers.google.cloud.links.base import BASE_LINK, BaseGoogleLink | ||
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if TYPE_CHECKING: | ||
from airflow.utils.context import Context | ||
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TRANSLATION_BASE_LINK = BASE_LINK + "/translation" | ||
TRANSLATION_LEGACY_DATASET_LINK = ( | ||
TRANSLATION_BASE_LINK + "/locations/{location}/datasets/{dataset_id}/sentences?project={project_id}" | ||
) | ||
TRANSLATION_DATASET_LIST_LINK = TRANSLATION_BASE_LINK + "/datasets?project={project_id}" | ||
TRANSLATION_LEGACY_MODEL_LINK = ( | ||
TRANSLATION_BASE_LINK | ||
+ "/locations/{location}/datasets/{dataset_id}/evaluate;modelId={model_id}?project={project_id}" | ||
) | ||
TRANSLATION_LEGACY_MODEL_TRAIN_LINK = ( | ||
TRANSLATION_BASE_LINK + "/locations/{location}/datasets/{dataset_id}/train?project={project_id}" | ||
) | ||
TRANSLATION_LEGACY_MODEL_PREDICT_LINK = ( | ||
TRANSLATION_BASE_LINK | ||
+ "/locations/{location}/datasets/{dataset_id}/predict;modelId={model_id}?project={project_id}" | ||
) | ||
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class TranslationLegacyDatasetLink(BaseGoogleLink): | ||
""" | ||
Helper class for constructing Legacy Translation Dataset link. | ||
Legacy Datasets are created and managed by AutoML API. | ||
""" | ||
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name = "Translation Legacy Dataset" | ||
key = "translation_legacy_dataset" | ||
format_str = TRANSLATION_LEGACY_DATASET_LINK | ||
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@staticmethod | ||
def persist( | ||
context: Context, | ||
task_instance, | ||
dataset_id: str, | ||
project_id: str, | ||
): | ||
task_instance.xcom_push( | ||
context, | ||
key=TranslationLegacyDatasetLink.key, | ||
value={"location": task_instance.location, "dataset_id": dataset_id, "project_id": project_id}, | ||
) | ||
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class TranslationDatasetListLink(BaseGoogleLink): | ||
"""Helper class for constructing Translation Dataset List link.""" | ||
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name = "Translation Dataset List" | ||
key = "translation_dataset_list" | ||
format_str = TRANSLATION_DATASET_LIST_LINK | ||
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@staticmethod | ||
def persist( | ||
context: Context, | ||
task_instance, | ||
project_id: str, | ||
): | ||
task_instance.xcom_push( | ||
context, | ||
key=TranslationDatasetListLink.key, | ||
value={ | ||
"project_id": project_id, | ||
}, | ||
) | ||
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class TranslationLegacyModelLink(BaseGoogleLink): | ||
""" | ||
Helper class for constructing Translation Legacy Model link. | ||
Legacy Models are created and managed by AutoML API. | ||
""" | ||
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name = "Translation Legacy Model" | ||
key = "translation_legacy_model" | ||
format_str = TRANSLATION_LEGACY_MODEL_LINK | ||
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@staticmethod | ||
def persist( | ||
context: Context, | ||
task_instance, | ||
dataset_id: str, | ||
model_id: str, | ||
project_id: str, | ||
): | ||
task_instance.xcom_push( | ||
context, | ||
key=TranslationLegacyModelLink.key, | ||
value={ | ||
"location": task_instance.location, | ||
"dataset_id": dataset_id, | ||
"model_id": model_id, | ||
"project_id": project_id, | ||
}, | ||
) | ||
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class TranslationLegacyModelTrainLink(BaseGoogleLink): | ||
""" | ||
Helper class for constructing Translation Legacy Model Train link. | ||
Legacy Models are created and managed by AutoML API. | ||
""" | ||
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name = "Translation Legacy Model Train" | ||
key = "translation_legacy_model_train" | ||
format_str = TRANSLATION_LEGACY_MODEL_TRAIN_LINK | ||
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@staticmethod | ||
def persist( | ||
context: Context, | ||
task_instance, | ||
project_id: str, | ||
): | ||
task_instance.xcom_push( | ||
context, | ||
key=TranslationLegacyModelTrainLink.key, | ||
value={ | ||
"location": task_instance.location, | ||
"dataset_id": task_instance.model["dataset_id"], | ||
"project_id": project_id, | ||
}, | ||
) | ||
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class TranslationLegacyModelPredictLink(BaseGoogleLink): | ||
""" | ||
Helper class for constructing Translation Legacy Model Predict link. | ||
Legacy Models are created and managed by AutoML API. | ||
""" | ||
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name = "Translation Legacy Model Predict" | ||
key = "translation_legacy_model_predict" | ||
format_str = TRANSLATION_LEGACY_MODEL_PREDICT_LINK | ||
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@staticmethod | ||
def persist( | ||
context: Context, | ||
task_instance, | ||
model_id: str, | ||
project_id: str, | ||
): | ||
task_instance.xcom_push( | ||
context, | ||
key=TranslationLegacyModelPredictLink.key, | ||
value={ | ||
"location": task_instance.location, | ||
"dataset_id": task_instance.model.dataset_id, | ||
"model_id": model_id, | ||
"project_id": project_id, | ||
}, | ||
) |
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