/
pipeline.yaml
81 lines (77 loc) · 2.46 KB
/
pipeline.yaml
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# 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: cpsaat18
description: "Current population survey 18: Employed persons by detailed industry, sex, race, and Hispanic or Latino ethnicity"
dag:
airflow_version: 1
initialize:
dag_id: cpsaat18
default_args:
owner: "Google"
depends_on_past: False
start_date: '2021-06-23'
max_active_runs: 1
schedule_interval: "@yearly"
catchup: False
default_view: graph
tasks:
- operator: "GoogleCloudStorageToBigQueryOperator"
description: "Task to load the CPSAAT18 data to the BigQuery table"
args:
task_id: "load_csv_to_bq"
bucket: "{{ var.json.bls.source_bucket }}"
source_objects: ["cpsaat18/*.csv"]
source_format: "CSV"
destination_project_dataset_table: "bls.cpsaat18"
skip_leading_rows: 1
write_disposition: "WRITE_TRUNCATE"
schema_fields:
- name: "year"
type: "integer"
nullable: false
- name: "sector"
type: "string"
nullable: false
- name: "subsector"
type: "string"
nullable: true
- name: "industry_group"
type: "string"
nullable: true
- name: "industry"
type: "string"
nullable: true
- name: "total_employed_in_thousands"
type: "integer"
nullable: true
- name: "percent_women"
type: "float"
nullable: true
- name: "percent_white"
type: "float"
nullable: true
- name: "percent_black_or_african_american"
type: "float"
nullable: true
- name: "percent_asian"
type: "float"
nullable: true
- name: "percent_hispanic_or_latino"
type: "float"
nullable: true
graph_paths:
- "load_csv_to_bq"