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Reroute AutoML operator links to Google Translation links (#39668)
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e-galan authored May 22, 2024
1 parent 6171051 commit 8d5b434
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Showing 7 changed files with 445 additions and 36 deletions.
38 changes: 38 additions & 0 deletions airflow/providers/google/cloud/links/automl.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,9 @@

from typing import TYPE_CHECKING

from deprecated import deprecated

from airflow.exceptions import AirflowProviderDeprecationWarning
from airflow.providers.google.cloud.links.base import BaseGoogleLink

if TYPE_CHECKING:
Expand All @@ -44,6 +47,13 @@
)


@deprecated(
reason=(
"Class `AutoMLDatasetLink` has been deprecated and will be removed after 31.12.2024. "
"Please use `TranslationLegacyDatasetLink` from `airflow/providers/google/cloud/links/translate.py` instead."
),
category=AirflowProviderDeprecationWarning,
)
class AutoMLDatasetLink(BaseGoogleLink):
"""Helper class for constructing AutoML Dataset link."""

Expand All @@ -65,6 +75,13 @@ def persist(
)


@deprecated(
reason=(
"Class `AutoMLDatasetListLink` has been deprecated and will be removed after 31.12.2024. "
"Please use `TranslationDatasetListLink` from `airflow/providers/google/cloud/links/translate.py` instead."
),
category=AirflowProviderDeprecationWarning,
)
class AutoMLDatasetListLink(BaseGoogleLink):
"""Helper class for constructing AutoML Dataset List link."""

Expand All @@ -87,6 +104,13 @@ def persist(
)


@deprecated(
reason=(
"Class `AutoMLModelLink` has been deprecated and will be removed after 31.12.2024. "
"Please use `TranslationLegacyModelLink` from `airflow/providers/google/cloud/links/translate.py` instead."
),
category=AirflowProviderDeprecationWarning,
)
class AutoMLModelLink(BaseGoogleLink):
"""Helper class for constructing AutoML Model link."""

Expand Down Expand Up @@ -114,6 +138,13 @@ def persist(
)


@deprecated(
reason=(
"Class `AutoMLModelTrainLink` has been deprecated and will be removed after 31.12.2024. "
"Please use `TranslationLegacyModelTrainLink` from `airflow/providers/google/cloud/links/translate.py` instead."
),
category=AirflowProviderDeprecationWarning,
)
class AutoMLModelTrainLink(BaseGoogleLink):
"""Helper class for constructing AutoML Model Train link."""

Expand All @@ -138,6 +169,13 @@ def persist(
)


@deprecated(
reason=(
"Class `AutoMLModelPredictLink` has been deprecated and will be removed after 31.12.2024. "
"Please use `TranslationLegacyModelPredictLink` from `airflow/providers/google/cloud/links/translate.py` instead."
),
category=AirflowProviderDeprecationWarning,
)
class AutoMLModelPredictLink(BaseGoogleLink):
"""Helper class for constructing AutoML Model Predict link."""

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180 changes: 180 additions & 0 deletions airflow/providers/google/cloud/links/translate.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,180 @@
# 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."""

from __future__ import annotations

from typing import TYPE_CHECKING

from airflow.providers.google.cloud.links.base import BASE_LINK, BaseGoogleLink

if TYPE_CHECKING:
from airflow.utils.context import Context


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}"
)


class TranslationLegacyDatasetLink(BaseGoogleLink):
"""
Helper class for constructing Legacy Translation Dataset link.
Legacy Datasets are created and managed by AutoML API.
"""

name = "Translation Legacy Dataset"
key = "translation_legacy_dataset"
format_str = TRANSLATION_LEGACY_DATASET_LINK

@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},
)


class TranslationDatasetListLink(BaseGoogleLink):
"""Helper class for constructing Translation Dataset List link."""

name = "Translation Dataset List"
key = "translation_dataset_list"
format_str = TRANSLATION_DATASET_LIST_LINK

@staticmethod
def persist(
context: Context,
task_instance,
project_id: str,
):
task_instance.xcom_push(
context,
key=TranslationDatasetListLink.key,
value={
"project_id": project_id,
},
)


class TranslationLegacyModelLink(BaseGoogleLink):
"""
Helper class for constructing Translation Legacy Model link.
Legacy Models are created and managed by AutoML API.
"""

name = "Translation Legacy Model"
key = "translation_legacy_model"
format_str = TRANSLATION_LEGACY_MODEL_LINK

@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,
},
)


class TranslationLegacyModelTrainLink(BaseGoogleLink):
"""
Helper class for constructing Translation Legacy Model Train link.
Legacy Models are created and managed by AutoML API.
"""

name = "Translation Legacy Model Train"
key = "translation_legacy_model_train"
format_str = TRANSLATION_LEGACY_MODEL_TRAIN_LINK

@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,
},
)


class TranslationLegacyModelPredictLink(BaseGoogleLink):
"""
Helper class for constructing Translation Legacy Model Predict link.
Legacy Models are created and managed by AutoML API.
"""

name = "Translation Legacy Model Predict"
key = "translation_legacy_model_predict"
format_str = TRANSLATION_LEGACY_MODEL_PREDICT_LINK

@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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