`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¶

`BASE_LINK`
`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.BASE_LINK = https://console.cloud.google.com[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BASE_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_LIST_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_EXPORT_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_TRAINING_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_TRAINING_PIPELINES_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_DATASET_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_DATASET_LIST_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_HYPERPARAMETER_TUNING_JOB_LIST_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BATCH_PREDICTION_JOB_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BATCH_PREDICTION_JOB_LIST_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_ENDPOINT_LINK[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_ENDPOINT_LIST_LINK[source]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIModelLink[source]¶

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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIModelListLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIModelExportLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAITrainingLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAITrainingPipelinesLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIDatasetLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIDatasetListLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIHyperparameterTuningJobListLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIBatchPredictionJobLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIBatchPredictionJobListLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIEndpointLink[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]¶

class airflow.providers.google.cloud.links.vertex_ai.VertexAIEndpointListLink[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]¶

airflow.providers.google.cloud.links.vertex_ai¶

Module Contents¶

Classes¶

Attributes¶

`airflow.providers.google.cloud.links.vertex_ai`¶