Source code for airflow.providers.google.cloud.links.translate
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# to you under the Apache License, Version 2.0 (the
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#
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#
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"""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
[docs]
TRANSLATION_BASE_LINK = BASE_LINK + "/translation"
[docs]
TRANSLATION_LEGACY_DATASET_LINK = (
TRANSLATION_BASE_LINK + "/locations/{location}/datasets/{dataset_id}/sentences?project={project_id}"
)
[docs]
TRANSLATION_DATASET_LIST_LINK = TRANSLATION_BASE_LINK + "/datasets?project={project_id}"
[docs]
TRANSLATION_LEGACY_MODEL_LINK = (
TRANSLATION_BASE_LINK
+ "/locations/{location}/datasets/{dataset_id}/evaluate;modelId={model_id}?project={project_id}"
)
[docs]
TRANSLATION_LEGACY_MODEL_TRAIN_LINK = (
TRANSLATION_BASE_LINK + "/locations/{location}/datasets/{dataset_id}/train?project={project_id}"
)
[docs]
TRANSLATION_LEGACY_MODEL_PREDICT_LINK = (
TRANSLATION_BASE_LINK
+ "/locations/{location}/datasets/{dataset_id}/predict;modelId={model_id}?project={project_id}"
)
[docs]
TRANSLATION_TRANSLATE_TEXT_BATCH = BASE_LINK + "/storage/browser/{output_uri_prefix}?project={project_id}"
[docs]
TRANSLATION_NATIVE_DATASET_LINK = (
TRANSLATION_BASE_LINK + "/locations/{location}/datasets/{dataset_id}/sentences?project={project_id}"
)
[docs]
TRANSLATION_NATIVE_LIST_LINK = TRANSLATION_BASE_LINK + "/datasets?project={project_id}"
[docs]
TRANSLATION_NATIVE_MODEL_LINK = (
TRANSLATION_BASE_LINK
+ "/locations/{location}/datasets/{dataset_id}/evaluate;modelId={model_id}?project={project_id}"
)
[docs]
TRANSLATION_MODELS_LIST_LINK = TRANSLATION_BASE_LINK + "/models/list?project={project_id}"
[docs]
TRANSLATION_HUB_RESOURCES_LIST_LINK = TRANSLATION_BASE_LINK + "/hub/resources?project={project_id}"
[docs]
class TranslationLegacyDatasetLink(BaseGoogleLink):
"""
Helper class for constructing Legacy Translation Dataset link.
Legacy Datasets are created and managed by AutoML API.
"""
[docs]
name = "Translation Legacy Dataset"
[docs]
key = "translation_legacy_dataset"
[docs]
class TranslationDatasetListLink(BaseGoogleLink):
"""Helper class for constructing Translation Dataset List link."""
[docs]
name = "Translation Dataset List"
[docs]
key = "translation_dataset_list"
[docs]
class TranslationLegacyModelLink(BaseGoogleLink):
"""
Helper class for constructing Translation Legacy Model link.
Legacy Models are created and managed by AutoML API.
"""
[docs]
name = "Translation Legacy Model"
[docs]
key = "translation_legacy_model"
[docs]
class TranslationLegacyModelTrainLink(BaseGoogleLink):
"""
Helper class for constructing Translation Legacy Model Train link.
Legacy Models are created and managed by AutoML API.
"""
[docs]
name = "Translation Legacy Model Train"
[docs]
key = "translation_legacy_model_train"
[docs]
class TranslationLegacyModelPredictLink(BaseGoogleLink):
"""
Helper class for constructing Translation Legacy Model Predict link.
Legacy Models are created and managed by AutoML API.
"""
[docs]
name = "Translation Legacy Model Predict"
[docs]
key = "translation_legacy_model_predict"
[docs]
class TranslateTextBatchLink(BaseGoogleLink):
"""
Helper class for constructing Translation results for the text batch translate.
Provides link to output results.
"""
[docs]
name = "Text Translate Batch"
[docs]
key = "translate_text_batch"
[docs]
format_str = TRANSLATION_TRANSLATE_TEXT_BATCH
@staticmethod
@classmethod
[docs]
def persist(cls, context: Context, **value):
output_config = value.get("output_config")
super().persist(
context=context,
project_id=value.get("project_id"),
output_uri_prefix=cls.extract_output_uri_prefix(output_config),
)
[docs]
class TranslationNativeDatasetLink(BaseGoogleLink):
"""
Helper class for constructing Legacy Translation Dataset link.
Legacy Datasets are created and managed by AutoML API.
"""
[docs]
name = "Translation Native Dataset"
[docs]
key = "translation_naive_dataset"
[docs]
class TranslationDatasetsListLink(BaseGoogleLink):
"""
Helper class for constructing Translation Datasets List link.
Both legacy and native datasets are available under this link.
"""
[docs]
name = "Translation Dataset List"
[docs]
key = "translation_dataset_list"
[docs]
class TranslationModelLink(BaseGoogleLink):
"""
Helper class for constructing Translation Model link.
Link for legacy and native models.
"""
[docs]
name = "Translation Model"
[docs]
key = "translation_model"
[docs]
class TranslationModelsListLink(BaseGoogleLink):
"""
Helper class for constructing Translation Models List link.
Both legacy and native models are available under this link.
"""
[docs]
name = "Translation Models List"
[docs]
key = "translation_models_list"
[docs]
class TranslateResultByOutputConfigLink(BaseGoogleLink):
"""
Helper class for constructing Translation results Link.
Provides link to gcs destination output translation results, by provided output_config
with gcs destination specified.
"""
[docs]
name = "Translate Results By Output Config"
[docs]
key = "translate_results_by_output_config"
@staticmethod
@classmethod
[docs]
def persist(cls, context: Context, **value):
output_config = value.get("output_config")
output_uri_prefix = cls.extract_output_uri_prefix(output_config)
super().persist(
context=context,
project_id=value.get("project_id"),
output_uri_prefix=output_uri_prefix,
)
[docs]
class TranslationGlossariesListLink(BaseGoogleLink):
"""
Helper class for constructing Translation Glossaries List link.
Link for the list of available glossaries.
"""
[docs]
name = "Translation Glossaries List"
[docs]
key = "translation_glossaries_list"