ml_engine_batch_prediction.yaml

# Copyright 2018 Etsy Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
#     Unless required by applicable law or agreed to in writing, software
#     distributed under the License is distributed on an "AS IS" BASIS,
#     WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
#     See the License for the specific language governing permissions and
#     limitations under the License.
#
# Operation documentation: https://airflow.apache.org/integration.html#mlenginebatchpredictionoperator
name: ml_engine_batch_prediction
operator_class: MLEngineBatchPredictionOperator
operator_class_module: airflow.contrib.operators.mlengine_operator
schema_extends: base
parameters_jsonschema:
    properties:
        project_id:
            type: string
        job_id:
            type: string
        data_format:
            type: string
            enum:
                - DATA_FORMAT_UNSPECIFIED
                - JSON
                - TEXT
                - TF_RECORD
                - TF_RECORD_GZIP
        input_paths:
            type: array
            items:
                type: string
        output_path:
            type: string
        region:
            type: string
        model_name:
            type: string
        version_name:
            type: string
        uri:
            type: string
        max_worker_count:
            type: string
        runtime_version:
            type: string
        gcp_conn_id:
            type: string
        delegate_to:
            type: string
    required:
        - project_id
        - job_id
        - input_paths
        - output_path
        - region
    additionalProperties: false