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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

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

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

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)

Returns 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)

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