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

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`

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.

Module Contents¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BASE_LINK = '/vertex-ai'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_LINK = '/vertex-ai/models/locations/{region}/models/{model_id}/versions/default/properties?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_MODEL_LIST_LINK = '/vertex-ai/models?project={project_id}'[source]¶

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

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_TRAINING_LINK = '/vertex-ai/locations/{region}/training/{training_id}/cpu?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_TRAINING_PIPELINES_LINK = '/vertex-ai/training/training-pipelines?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_DATASET_LINK = '/vertex-ai/locations/{region}/datasets/{dataset_id}/analyze?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_DATASET_LIST_LINK = '/vertex-ai/datasets?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_HYPERPARAMETER_TUNING_JOB_LIST_LINK = '/vertex-ai/training/hyperparameter-tuning-jobs?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BATCH_PREDICTION_JOB_LINK = '/vertex-ai/locations/{region}/batch-predictions/{batch_prediction_job_id}?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_BATCH_PREDICTION_JOB_LIST_LINK = '/vertex-ai/batch-predictions?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_ENDPOINT_LINK = '/vertex-ai/locations/{region}/endpoints/{endpoint_id}?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_ENDPOINT_LIST_LINK = '/vertex-ai/endpoints?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_PIPELINE_JOB_LINK = '/vertex-ai/locations/{region}/pipelines/runs/{pipeline_id}?project={project_id}'[source]¶

airflow.providers.google.cloud.links.vertex_ai.VERTEX_AI_PIPELINE_JOB_LIST_LINK = '/vertex-ai/pipelines/runs?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'model_conf'[source]¶

format_str = '/vertex-ai/models/locations/{region}/models/{model_id}/versions/default/properties?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'models_conf'[source]¶

format_str = '/vertex-ai/models?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'export_conf'[source]¶

format_str = '/storage/browser/{bucket_name}/model-{model_id}?project={project_id}'[source]¶

static extract_bucket_name(config)[source]¶: Return 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]¶: Name of the link. This will be the button name on the task UI.

key = 'training_conf'[source]¶

format_str = '/vertex-ai/locations/{region}/training/{training_id}/cpu?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'pipelines_conf'[source]¶

format_str = '/vertex-ai/training/training-pipelines?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'dataset_conf'[source]¶

format_str = '/vertex-ai/locations/{region}/datasets/{dataset_id}/analyze?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'datasets_conf'[source]¶

format_str = '/vertex-ai/datasets?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'hyperparameter_tuning_jobs_conf'[source]¶

format_str = '/vertex-ai/training/hyperparameter-tuning-jobs?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'batch_prediction_job_conf'[source]¶

format_str = '/vertex-ai/locations/{region}/batch-predictions/{batch_prediction_job_id}?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'batch_prediction_jobs_conf'[source]¶

format_str = '/vertex-ai/batch-predictions?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'endpoint_conf'[source]¶

format_str = '/vertex-ai/locations/{region}/endpoints/{endpoint_id}?project={project_id}'[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]¶: Name of the link. This will be the button name on the task UI.

key = 'endpoints_conf'[source]¶

format_str = '/vertex-ai/endpoints?project={project_id}'[source]¶

static persist(context, task_instance)[source]¶

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

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

Helper class for constructing Vertex AI PipelineJob link.

name = 'Pipeline Job'[source]¶: Name of the link. This will be the button name on the task UI.

key = 'pipeline_job_conf'[source]¶

format_str = '/vertex-ai/locations/{region}/pipelines/runs/{pipeline_id}?project={project_id}'[source]¶

static persist(context, task_instance, pipeline_id)[source]¶

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

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

Helper class for constructing Vertex AI PipelineJobList link.

name = 'Pipeline Job List'[source]¶: Name of the link. This will be the button name on the task UI.

key = 'pipeline_job_list_conf'[source]¶

format_str = '/vertex-ai/pipelines/runs?project={project_id}'[source]¶

static persist(context, task_instance)[source]¶