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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