datasets/census_bureau_international/pipelines/midyear_population/pipeline.yaml

# Copyright 2021 Google LLC
#
# 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.

resources:
  - type: bigquery_table
    table_id: "midyear_population"
    description: "census_bureau_internationalspc"

dag:
  airflow_version: 2
  initialize:
    dag_id: midyear_population
    default_args:
      owner: "Google"
      depends_on_past: False
      start_date: '2021-03-01'
    max_active_runs: 1
    schedule_interval: "@daily"
    catchup: False
    default_view: graph
  tasks:
    - operator: "KubernetesPodOperator"
      description: "Run CSV transform within kubernetes pod"
      args:
        task_id: "transform_csv"
        name: "midyear_population"
        namespace: "default"
        image_pull_policy: "Always"
        image: "{{ var.json.census_bureau_international.container_registry.run_csv_transform_kub_midyear_population }}"
        env_vars:
          SOURCE_URL: |
            "gs://pdp-feeds-staging/Census/idbzip/IDBext001.csv",
            "gs://pdp-feeds-staging/Census/idbzip/IDBextCTYS.csv"
          SOURCE_FILE: "files/data.csv"
          TARGET_FILE: "files/data_output.csv"
          CHUNKSIZE: "750000"
          TARGET_GCS_BUCKET: "{{ var.value.composer_bucket }}"
          TARGET_GCS_PATH: "data/census_bureau_international/midyear_population/data_output.csv"
          TRANSFORM_LIST: >-
            [ "obtain_population", "obtain_country", "reorder_headers" ]
          REORDER_HEADERS: >-
            [ "country_code", "country_name", "year", "midyear_population" ]
          PIPELINE_ENGLISH_NAME: >-
            "International Database (Country Names - Total Midyear Population) Delivery"
        resources:
          limit_memory: "8G"
          limit_cpu: "3"
    - operator: "GoogleCloudStorageToBigQueryOperator"
      description: "Task to load CSV data to a BigQuery table"
      args:
        task_id: "load_to_bq"
        bucket: "{{ var.value.composer_bucket }}"
        source_objects: ["data/census_bureau_international/midyear_population/data_output.csv"]
        source_format: "CSV"
        destination_project_dataset_table: "{{ var.json.census_bureau_international.container_registry.midyear_population_destination_table }}"
        skip_leading_rows: 1
        allow_quoted_newlines: True
        write_disposition: "WRITE_TRUNCATE"
        schema_fields:
          - name: "country_code"
            type: "STRING"
            description: "Federal Information Processing Standard (FIPS) country/area code"
            mode: "REQUIRED"
          - name: "country_name"
            type: "STRING"
            description: "Country or area name"
            mode: "NULLABLE"
          - name: "year"
            type: "INTEGER"
            description: "Year"
            mode: "REQUIRED"
          - name: "midyear_population"
            type: "INTEGER"
            description: "Population as-of mid-year"
            mode: "NULLABLE"
  graph_paths:
    - "transform_csv >> load_to_bq"