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.

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

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

Helper class for constructing Vertex AI Model link.

name = 'Vertex AI Model'[source]
key = 'model_conf'[source]
format_str[source]
static persist(context, task_instance, model_id)[source]

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

Helper class for constructing Vertex AI Models Link.

name = 'Model List'[source]
key = 'models_conf'[source]
format_str[source]
static persist(context, task_instance)[source]

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

Helper class for constructing Vertex AI Model Export Link.

name = 'Export Model'[source]
key = 'export_conf'[source]
format_str[source]
static extract_bucket_name(config)[source]

Returns bucket name from output configuration.

static persist(context, task_instance)[source]

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

Helper class for constructing Vertex AI Training link.

name = 'Vertex AI Training'[source]
key = 'training_conf'[source]
format_str[source]
static persist(context, task_instance, training_id)[source]

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

Helper class for constructing Vertex AI Training Pipelines link.

name = 'Vertex AI Training Pipelines'[source]
key = 'pipelines_conf'[source]
format_str[source]
static persist(context, task_instance)[source]

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

Helper class for constructing Vertex AI Dataset link.

name = 'Dataset'[source]
key = 'dataset_conf'[source]
format_str[source]
static persist(context, task_instance, dataset_id)[source]

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

Helper class for constructing Vertex AI Datasets Link.

name = 'Dataset List'[source]
key = 'datasets_conf'[source]
format_str[source]
static persist(context, task_instance)[source]

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

Helper class for constructing Vertex AI HyperparameterTuningJobs Link.

name = 'Hyperparameter Tuning Job List'[source]
key = 'hyperparameter_tuning_jobs_conf'[source]
format_str[source]
static persist(context, task_instance)[source]

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

Helper class for constructing Vertex AI BatchPredictionJob link.

name = 'Batch Prediction Job'[source]
key = 'batch_prediction_job_conf'[source]
format_str[source]
static persist(context, task_instance, batch_prediction_job_id)[source]

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

Helper class for constructing Vertex AI BatchPredictionJobList link.

name = 'Batch Prediction Job List'[source]
key = 'batch_prediction_jobs_conf'[source]
format_str[source]
static persist(context, task_instance)[source]

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

Helper class for constructing Vertex AI Endpoint link.

name = 'Endpoint'[source]
key = 'endpoint_conf'[source]
format_str[source]
static persist(context, task_instance, endpoint_id)[source]

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

Helper class for constructing Vertex AI EndpointList link.

name = 'Endpoint List'[source]
key = 'endpoints_conf'[source]
format_str[source]
static persist(context, task_instance)[source]

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