j40-cejst-2/data/data-pipeline/data_pipeline/application.py
Jorge Escobar 5bd63c083b
Run all Census, ETL, Score, Combine and Tilefy in one command (#662)
* Run all Census, ETL, Score, Combine and Tilefy in one command

* docker cmd

* some docker improvements

* feedback updates

* lint
2021-09-14 14:15:34 -04:00

195 lines
4.3 KiB
Python

from subprocess import call
import sys
import click
from data_pipeline.config import settings
from data_pipeline.etl.runner import etl_runner, score_generate, score_geo
from data_pipeline.etl.sources.census.etl_utils import (
reset_data_directories as census_reset,
)
from data_pipeline.tile.generate import generate_tiles
from data_pipeline.utils import (
data_folder_cleanup,
get_module_logger,
score_folder_cleanup,
temp_folder_cleanup,
check_first_run,
)
logger = get_module_logger(__name__)
@click.group()
def cli():
"""Defines a click group for the commands below"""
pass
@cli.command(help="Clean up all census data folders")
def census_cleanup():
"""CLI command to clean up the census data folder"""
data_path = settings.APP_ROOT / "data"
# census directories
logger.info("Initializing all census data")
census_reset(data_path)
logger.info("Cleaned up all census data files")
sys.exit()
@cli.command(help="Clean up all data folders")
def data_cleanup():
"""CLI command to clean up the all the data folders"""
data_path = settings.APP_ROOT / "data"
census_reset(data_path)
data_folder_cleanup()
score_folder_cleanup()
temp_folder_cleanup()
logger.info("Cleaned up all data folders")
sys.exit()
@cli.command(
help="Census data download",
)
def census_data_download():
"""CLI command to download all census shape files from the Census FTP and extract the geojson
to generate national and by state Census Block Group CSVs"""
data_path = settings.APP_ROOT / "data"
logger.info("Initializing all census data")
census_reset(data_path)
logger.info("Downloading census data")
etl_runner("census")
logger.info("Completed downloading census data")
sys.exit()
@cli.command(
help="Run all ETL processes or a specific one",
)
@click.option("-d", "--dataset", required=False, type=str)
def etl_run(dataset: str):
"""Run a specific or all ETL processes
Args:
dataset (str): Name of the ETL module to be run (optional)
Returns:
None
"""
etl_runner(dataset)
sys.exit()
@cli.command(
help="Generate Score",
)
def score_run():
"""CLI command to generate the score"""
score_folder_cleanup()
score_generate()
sys.exit()
@cli.command(
help="Run ETL + Score Generation",
)
def score_full_run():
"""CLI command to run ETL and generate the score in one command"""
data_folder_cleanup()
score_folder_cleanup()
temp_folder_cleanup()
etl_runner()
score_generate()
sys.exit()
@cli.command(help="Generate Geojson files with scores baked in")
def geo_score():
"""CLI command to generate the score"""
score_geo()
sys.exit()
@cli.command(
help="Generate map tiles",
)
def generate_map_tiles():
"""CLI command to generate the map tiles"""
data_path = settings.APP_ROOT / "data"
generate_tiles(data_path)
sys.exit()
@cli.command(
help="Data Full Run (Census download, ETLs, score, combine and tile generation)",
)
@click.option(
"-c",
"--check",
is_flag=True,
help="Check if data run has been run before, and don't run it if so.",
)
def data_full_run(check):
"""CLI command to run ETL, score, JSON combine and generate tiles in one command
Args:
check (bool): Run the full data run only if the first run sempahore file is not set (optional)
Returns:
None
"""
data_path = settings.APP_ROOT / "data"
if check and not check_first_run():
# check if the data full run has been run before
logger.info("*** The data full run was already executed")
sys.exit()
# census directories
logger.info("*** Initializing all data folders")
census_reset(data_path)
data_folder_cleanup()
score_folder_cleanup()
temp_folder_cleanup()
logger.info("*** Downloading census data")
etl_runner("census")
logger.info("*** Running all ETLs")
etl_runner()
logger.info("*** Generating Score")
score_generate()
logger.info("*** Combining Score with Census Geojson")
score_geo()
logger.info("*** Generating Map Tiles")
generate_tiles(data_path)
file = "first_run.txt"
cmd = f"touch {data_path}/{file}"
call(cmd, shell=True)
logger.info("*** Map data ready")
sys.exit()
if __name__ == "__main__":
cli()