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150 | # Airflow dependencies
from asyncio import Task
from airflow import DAG
from airflow.operators.python_operator import PythonOperator
from airflow.utils.dates import days_ago
from airflow.models import Variable
from airflow.operators.dagrun_operator import TriggerDagRunOperator
# Python dependencies
import sys
import os
from datetime import timedelta
from datetime import datetime
from datetime import timedelta
# Dependencias propias
from utils import brighboard_function
from utils.settings import RAW_CONTAINER, CLEAN_CONTAINER, PROCESS_CONTAINER, FECHA_ACTUAL
# Default arguments
default_args = {
'owner': 'pedro',
'start_date': datetime(2023, 4, 22, 0, 0, 0)
}
# Instanciate the DAG object
sierragorda_brightboard_dag = DAG( ## Cambiar esto a cammel case.
'SierraGorda_BrightBoard',
default_args=default_args,
description='Functions that clean data in files related to SierraGorda',
schedule_interval='30,30 12,0 * * *', # Hora local 8:30 y 20:30
catchup=False,
is_paused_upon_creation=False
)
"""
Tareas de cruce entre Flanders y Opit
"""
brightboard_flanders_opit_task1 = PythonOperator(
task_id = 'BrighBoard_GenerarArchivoFlanders',
python_callable = brighboard_function.generar_archivo_flanders,
op_kwargs = {'origin_hhd_file_container': RAW_CONTAINER,
'origin_hdd_file_blob': f"SierraGorda/{FECHA_ACTUAL}/Flanders-HHD.json",
'origin_mwd_file_container': RAW_CONTAINER,
'origin_mwd_file_blob': f"SierraGorda/{FECHA_ACTUAL}/Flanders-MWD.json",
'final_container': PROCESS_CONTAINER,
'final_blob': f"SierraGorda/BrightBoard/Flanders/{FECHA_ACTUAL}/flanders.json"
},
dag = sierragorda_brightboard_dag,
)
brightboard_flanders_opit_task2 = PythonOperator(
task_id = 'BrighBoard_GenerarCrudeFlandersOpitReal',
python_callable = brighboard_function.generar_cruce_flanders_opit,
op_kwargs = {'origin_flanders_container': PROCESS_CONTAINER,
'origin_opit_container': RAW_CONTAINER,
'origin_opit_blob': "SierraGorda/Historico/opit.parquet",
'final_container': PROCESS_CONTAINER,
'final_blob': f'SierraGorda/BrightBoard/FlandersOpitMalla/{FECHA_ACTUAL}/flanders_opit_malla_{FECHA_ACTUAL}.json',
'rango_dias': 5
},
dag = sierragorda_brightboard_dag,
)
"""
Tareas de cruce entre Wenco/Split y Opit
"""
brightboard_wenco_opit_task1 = PythonOperator(
task_id = 'BrighBoard_GenerarCrudeWencoShovel_Haul',
python_callable = brighboard_function.generar_cruce_wenco_haul_shovel,
op_kwargs = {'origin_haul_file_container': CLEAN_CONTAINER,
'origin_haul_file_blob': f"SierraGorda/{FECHA_ACTUAL}/Wenco-Truck-cycle.json",
'origin_shovel_file_container': CLEAN_CONTAINER,
'origin_shovel_file_blob': f"SierraGorda/{FECHA_ACTUAL}/Wenco-Shovel-cycle.json",
'origin_load_file_container': RAW_CONTAINER,
'origin_load_file_blob': f"SierraGorda/{FECHA_ACTUAL}/LoadTrans.json",
'final_container': PROCESS_CONTAINER,
'final_blob': f"SierraGorda/BrightBoard/WencoShovel_Haul/{FECHA_ACTUAL}/WencoShovelHaul.json"
},
dag = sierragorda_brightboard_dag,
)
brightboard_wenco_opit_task2 = PythonOperator(
task_id = 'BrighBoard_GenerarCrudeWencoShovelHaul_Split',
python_callable = brighboard_function.generar_cruce_wenco_haul_shovel_split,
op_kwargs = {'origin_wenco_container': PROCESS_CONTAINER,
'origin_wenco_blob': f"SierraGorda/BrightBoard/WencoShovel_Haul/{FECHA_ACTUAL}/WencoShovelHaul.json",
'origin_split_contianer': RAW_CONTAINER,
'origin_split_blob': f"SierraGorda/{FECHA_ACTUAL}/Split.json",
'final_container': PROCESS_CONTAINER,
'final_blob': f"SierraGorda/BrightBoard/Wenco_Split/{FECHA_ACTUAL}/WencoSplit.json"
},
dag = sierragorda_brightboard_dag,
)
brightboard_wenco_opit_task3 = PythonOperator(
task_id = 'BrighBoard_GenerarCrudeWencoShovelHaulSplit_Opit',
python_callable = brighboard_function.generar_cruce_wenco_haul_shovel_split_opit,
op_kwargs = {
'origin_wenco_split_container': PROCESS_CONTAINER,
'origin_wenco_split_blob': f"SierraGorda/BrightBoard/Wenco_Split/{FECHA_ACTUAL}/WencoSplit.json",
'origin_opit_container': RAW_CONTAINER,
'origin_opit_blob': "SierraGorda/Historico/opit.parquet",
'final_container': PROCESS_CONTAINER,
'final_blob': f"SierraGorda/BrightBoard/WencoSplitMalla/{FECHA_ACTUAL}/wenco_split_malla_{FECHA_ACTUAL}.json"
},
dag = sierragorda_brightboard_dag,
)
"""
Tareas de cruce entre Autonomas y Opit
"""
brightboard_autonomas_opit_task1 = PythonOperator(
task_id = 'BrighBoard_GenerarCruceAutonomas',
python_callable = brighboard_function.generar_dataset_autonomas,
op_kwargs = {
'origin_drilled_hole_container': RAW_CONTAINER,
'origin_drilled_hole_blob': f'SierraGorda/{FECHA_ACTUAL}/DrilledHoleTransaction.json' ,
'origin_mwd_hole_sm_container': RAW_CONTAINER,
'origin_mwd_hole_sm_blob': f'SierraGorda/{FECHA_ACTUAL}/MwdSample_SM.json',
'origin_mwd_hole_container': RAW_CONTAINER,
'origin_mwd_hole_blob': f'SierraGorda/{FECHA_ACTUAL}/MwdHole.json',
'origin_rig_container': RAW_CONTAINER ,
'origin_rig_blob': f'SierraGorda/{FECHA_ACTUAL}/Rig.json',
'final_container': PROCESS_CONTAINER,
'final_blob': f'SierraGorda/BrightBoard/Autonomas/{FECHA_ACTUAL}/autonomas_{FECHA_ACTUAL}.json',
'rango_dias': 5
},
dag = sierragorda_brightboard_dag,
)
brightboard_autonomas_opit_task2 = PythonOperator(
task_id = 'BrighBoard_GenerarCruceAutonomas_Opit',
python_callable = brighboard_function.generar_autonomas_opit,
op_kwargs = {'origin_autonomas_container': PROCESS_CONTAINER,
'origin_autonomas_blob': f"SierraGorda/BrightBoard/Autonomas/{FECHA_ACTUAL}/autonomas_{FECHA_ACTUAL}.json",
'origin_opit_container': RAW_CONTAINER,
'origin_opit_blob': "SierraGorda/Historico/opit.parquet",
'final_container': PROCESS_CONTAINER,
'final_blob': f"SierraGorda/BrightBoard/AutonomasOpitReal/{FECHA_ACTUAL}/autonomas_opit_{FECHA_ACTUAL}.json"
},
dag = sierragorda_brightboard_dag,
)
# Define task secuence
brightboard_flanders_opit_task1 >> brightboard_flanders_opit_task2
brightboard_autonomas_opit_task1
brightboard_wenco_opit_task1 >> brightboard_wenco_opit_task2 >> brightboard_wenco_opit_task3
|