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airflow.providers.google.cloud.links.vertex_ai

Module Contents

Classes

VertexAIModelLink	Helper class for constructing Vertex AI Model link.
VertexAIModelListLink	Helper class for constructing Vertex AI Models Link.
VertexAIModelExportLink	Helper class for constructing Vertex AI Model Export Link.
VertexAITrainingLink	Helper class for constructing Vertex AI Training link.
VertexAITrainingPipelinesLink	Helper class for constructing Vertex AI Training Pipelines link.
VertexAIDatasetLink	Helper class for constructing Vertex AI Dataset link.
VertexAIDatasetListLink	Helper class for constructing Vertex AI Datasets Link.
VertexAIHyperparameterTuningJobListLink	Helper class for constructing Vertex AI HyperparameterTuningJobs Link.
VertexAIBatchPredictionJobLink	Helper class for constructing Vertex AI BatchPredictionJob link.
VertexAIBatchPredictionJobListLink	Helper class for constructing Vertex AI BatchPredictionJobList link.
VertexAIEndpointLink	Helper class for constructing Vertex AI Endpoint link.
VertexAIEndpointListLink	Helper class for constructing Vertex AI EndpointList link.
VertexAIPipelineJobLink	Helper class for constructing Vertex AI PipelineJob link.
VertexAIPipelineJobListLink	Helper class for constructing Vertex AI PipelineJobList link.

Attributes

VERTEX_AI_BASE_LINK
VERTEX_AI_MODEL_LINK
VERTEX_AI_MODEL_LIST_LINK
VERTEX_AI_MODEL_EXPORT_LINK
VERTEX_AI_TRAINING_LINK
VERTEX_AI_TRAINING_PIPELINES_LINK
VERTEX_AI_DATASET_LINK
VERTEX_AI_DATASET_LIST_LINK
VERTEX_AI_HYPERPARAMETER_TUNING_JOB_LIST_LINK
VERTEX_AI_BATCH_PREDICTION_JOB_LINK
VERTEX_AI_BATCH_PREDICTION_JOB_LIST_LINK
VERTEX_AI_ENDPOINT_LINK
VERTEX_AI_ENDPOINT_LIST_LINK
VERTEX_AI_PIPELINE_JOB_LINK
VERTEX_AI_PIPELINE_JOB_LIST_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BASE_LINK = '/vertex-ai'

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_LIST_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_EXPORT_LINK = '/storage/browser/{bucket_name}/model-{model_id}?project={project_id}'

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_TRAINING_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_TRAINING_PIPELINES_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_DATASET_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_DATASET_LIST_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_HYPERPARAMETER_TUNING_JOB_LIST_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BATCH_PREDICTION_JOB_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BATCH_PREDICTION_JOB_LIST_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_ENDPOINT_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_ENDPOINT_LIST_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_PIPELINE_JOB_LINK

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_PIPELINE_JOB_LIST_LINK

class airflow.providers.google.cloud.links.vertex_ai.VertexAIModelLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Model link.

name = 'Vertex AI Model'

key = 'model_conf'

format_str

static persist(context, task_instance, model_id)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIModelListLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Models Link.

name = 'Model List'

key = 'models_conf'

format_str

static persist(context, task_instance)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIModelExportLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Model Export Link.

name = 'Export Model'

key = 'export_conf'

format_str

static extract_bucket_name(config)

Return bucket name from output configuration.

static persist(context, task_instance)

class airflow.providers.google.cloud.links.vertex_ai.VertexAITrainingLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Training link.

name = 'Vertex AI Training'

key = 'training_conf'

format_str

static persist(context, task_instance, training_id)

class airflow.providers.google.cloud.links.vertex_ai.VertexAITrainingPipelinesLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Training Pipelines link.

name = 'Vertex AI Training Pipelines'

key = 'pipelines_conf'

format_str

static persist(context, task_instance)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIDatasetLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Dataset link.

name = 'Dataset'

key = 'dataset_conf'

format_str

static persist(context, task_instance, dataset_id)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIDatasetListLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Datasets Link.

name = 'Dataset List'

key = 'datasets_conf'

format_str

static persist(context, task_instance)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIHyperparameterTuningJobListLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI HyperparameterTuningJobs Link.

name = 'Hyperparameter Tuning Job List'

key = 'hyperparameter_tuning_jobs_conf'

format_str

static persist(context, task_instance)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIBatchPredictionJobLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI BatchPredictionJob link.

name = 'Batch Prediction Job'

key = 'batch_prediction_job_conf'

format_str

static persist(context, task_instance, batch_prediction_job_id)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIBatchPredictionJobListLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI BatchPredictionJobList link.

name = 'Batch Prediction Job List'

key = 'batch_prediction_jobs_conf'

format_str

static persist(context, task_instance)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIEndpointLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI Endpoint link.

name = 'Endpoint'

key = 'endpoint_conf'

format_str

static persist(context, task_instance, endpoint_id)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIEndpointListLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI EndpointList link.

name = 'Endpoint List'

key = 'endpoints_conf'

format_str

static persist(context, task_instance)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIPipelineJobLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI PipelineJob link.

name = 'Pipeline Job'

key = 'pipeline_job_conf'

format_str

static persist(context, task_instance, pipeline_id)

class airflow.providers.google.cloud.links.vertex_ai.VertexAIPipelineJobListLink

Bases: airflow.providers.google.cloud.links.base.BaseGoogleLink

Helper class for constructing Vertex AI PipelineJobList link.

name = 'Pipeline Job List'

key = 'pipeline_job_list_conf'

format_str

static persist(context, task_instance)

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