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# -*- coding: utf-8 -*- | ||
from copy import deepcopy, copy | ||
from prefect.run_configs import KubernetesRun | ||
from prefect.storage import GCS | ||
from pipelines.utils.crawler_cgu.flows import flow_cgu_cartao_pagamento | ||
from pipelines.constants import constants | ||
from pipelines.datasets.br_cgu_cartao_pagamento.schedules import ( | ||
every_day_microdados_compras_centralizadas, | ||
every_day_microdados_defesa_civil, | ||
every_day_microdados_governo_federal | ||
) | ||
|
||
br_cgu_cartao_pagamento__governo_federal = deepcopy(flow_cgu_cartao_pagamento) | ||
br_cgu_cartao_pagamento__governo_federal.name = "br_cgu_cartao_pagamento.governo_federal" | ||
br_cgu_cartao_pagamento__governo_federal.code_owners = ["trick"] | ||
br_cgu_cartao_pagamento__governo_federal.storage = GCS(constants.GCS_FLOWS_BUCKET.value) | ||
br_cgu_cartao_pagamento__governo_federal.run_config = KubernetesRun(image=constants.DOCKER_IMAGE.value) | ||
br_cgu_cartao_pagamento__governo_federal.schedule = every_day_microdados_governo_federal | ||
|
||
br_cgu_cartao_pagamento__defesa_civil = deepcopy(flow_cgu_cartao_pagamento) | ||
br_cgu_cartao_pagamento__defesa_civil.name = "br_cgu_cartao_pagamento.defesa_civil" | ||
br_cgu_cartao_pagamento__defesa_civil.code_owners = ["trick"] | ||
br_cgu_cartao_pagamento__defesa_civil.storage = GCS(constants.GCS_FLOWS_BUCKET.value) | ||
br_cgu_cartao_pagamento__defesa_civil.run_config = KubernetesRun(image=constants.DOCKER_IMAGE.value) | ||
br_cgu_cartao_pagamento__defesa_civil.schedule = every_day_microdados_defesa_civil | ||
|
||
br_cgu_cartao_pagamento__compras_centralizadas = deepcopy(flow_cgu_cartao_pagamento) | ||
br_cgu_cartao_pagamento__compras_centralizadas.name = "br_cgu_cartao_pagamento.compras_centralizadas" | ||
br_cgu_cartao_pagamento__compras_centralizadas.code_owners = ["trick"] | ||
br_cgu_cartao_pagamento__compras_centralizadas.storage = GCS(constants.GCS_FLOWS_BUCKET.value) | ||
br_cgu_cartao_pagamento__compras_centralizadas.run_config = KubernetesRun(image=constants.DOCKER_IMAGE.value) | ||
br_cgu_cartao_pagamento__compras_centralizadas.schedule = every_day_microdados_compras_centralizadas |
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# -*- coding: utf-8 -*- | ||
from datetime import datetime | ||
from prefect.schedules import Schedule | ||
from prefect.schedules.clocks import CronClock, IntervalClock | ||
from pipelines.constants import constants | ||
from pipelines.utils.crawler_cgu.constants import constants as constants_cgu | ||
|
||
every_day_microdados_governo_federal = Schedule( | ||
clocks=[ | ||
CronClock( | ||
cron="0 20 * * *", | ||
start_date=datetime(2021, 3, 31, 17, 11), | ||
labels=[ | ||
constants.BASEDOSDADOS_PROD_AGENT_LABEL.value, | ||
], | ||
parameter_defaults={ | ||
"dataset_id": "br_cgu_cartao_pagamento", | ||
"table_id": "microdados_governo_federal", | ||
"materialization_mode": "prod", | ||
"materialize_after_dump": True, | ||
"dbt_alias": True, | ||
"historical_data": False, | ||
"update_metadata": True, | ||
}, | ||
), | ||
], | ||
) | ||
|
||
every_day_microdados_defesa_civil = Schedule( | ||
clocks=[ | ||
CronClock( | ||
cron="30 20 * * *", | ||
start_date=datetime(2021, 3, 31, 17, 11), | ||
labels=[ | ||
constants.BASEDOSDADOS_PROD_AGENT_LABEL.value, | ||
], | ||
parameter_defaults={ | ||
"dataset_id": "br_cgu_cartao_pagamento", | ||
"table_id": "microdados_defesa_civil", | ||
"materialization_mode": "prod", | ||
"materialize_after_dump": True, | ||
"dbt_alias": True, | ||
"historical_data": False, | ||
"update_metadata": True, | ||
}, | ||
), | ||
], | ||
) | ||
|
||
every_day_microdados_compras_centralizadas = Schedule( | ||
clocks=[ | ||
CronClock( | ||
cron="00 21 * * *", | ||
start_date=datetime(2021, 3, 31, 17, 11), | ||
labels=[ | ||
constants.BASEDOSDADOS_PROD_AGENT_LABEL.value, | ||
], | ||
parameter_defaults={ | ||
"dataset_id": "br_cgu_cartao_pagamento", | ||
"table_id": "microdados_compras_centralizadas", | ||
"materialization_mode": "prod", | ||
"materialize_after_dump": True, | ||
"dbt_alias": True, | ||
"historical_data": False, | ||
"update_metadata": True, | ||
}, | ||
), | ||
], | ||
) |
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# -*- coding: utf-8 -*- | ||
""" | ||
Constant values for the datasets projects | ||
""" | ||
|
||
from enum import Enum | ||
from datetime import datetime | ||
|
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class constants(Enum): # pylint: disable=c0103 | ||
""" | ||
Constant values for the br_cgu_cartao_pagamento project | ||
""" | ||
|
||
TABELA = { | ||
"microdados_governo_federal" : { | ||
"INPUT_DATA" : "/tmp/input/microdados_governo_federal", | ||
"OUTPUT_DATA" : "/tmp/output/microdados_governo_federal", | ||
"URL" : "https://portaldatransparencia.gov.br/download-de-dados/cpgf/", | ||
"READ" : "_CPGF", | ||
"ONLY_ONE_FILE" : False}, | ||
|
||
"microdados_compras_centralizadas" : { | ||
"INPUT_DATA" : "/tmp/input/microdados_compras_centralizadas", | ||
"OUTPUT_DATA" : "/tmp/output/microdados_compras_centralizadas", | ||
"URL" : "https://portaldatransparencia.gov.br/download-de-dados/cpcc/", | ||
"READ" : "_CPGFComprasCentralizadas", | ||
"ONLY_ONE_FILE" : False}, | ||
|
||
"microdados_defesa_civil" : { | ||
"INPUT_DATA" : "/tmp/input/microdados_defesa_civil", | ||
"OUTPUT_DATA" : "/tmp/output/microdados_defesa_civil", | ||
"URL" : "https://portaldatransparencia.gov.br/download-de-dados/cpdc/", | ||
"READ" : "_CPDC", | ||
"ONLY_ONE_FILE" : False} | ||
} |
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# -*- coding: utf-8 -*- | ||
""" | ||
Flows for br_cgu_cartao_pagamento | ||
""" | ||
from datetime import timedelta | ||
from prefect.run_configs import KubernetesRun | ||
from prefect.storage import GCS | ||
from prefect import Parameter, case | ||
from pipelines.constants import constants | ||
from prefect.tasks.prefect import create_flow_run, wait_for_flow_run | ||
from pipelines.utils.constants import constants as utils_constants | ||
from pipelines.utils.decorators import Flow | ||
from pipelines.utils.crawler_cgu.tasks import ( | ||
partition_data, | ||
get_current_date_and_download_file, | ||
) | ||
from pipelines.utils.decorators import Flow | ||
from pipelines.utils.execute_dbt_model.constants import constants as dump_db_constants | ||
from pipelines.utils.metadata.tasks import update_django_metadata, check_if_data_is_outdated | ||
from pipelines.utils.tasks import ( | ||
create_table_and_upload_to_gcs, | ||
get_current_flow_labels, | ||
rename_current_flow_run_dataset_table, | ||
) | ||
|
||
with Flow( | ||
name="CGU - Cartão de Pagamento" | ||
) as flow_cgu_cartao_pagamento: | ||
|
||
dataset_id = Parameter("dataset_id", default='br_cgu_cartao_pagamento', required=True) | ||
table_id = Parameter("table_id", default ="microdados_governo_federal", required=True) | ||
#### | ||
# Relative_month = 1 means that the data will be downloaded for the current month | ||
#### | ||
relative_month = Parameter("relative_month", default=1, required=False) | ||
materialization_mode = Parameter("materialization_mode", default="dev", required=False) | ||
materialize_after_dump = Parameter("materialize_after_dump", default=True, required=False) | ||
dbt_alias = Parameter("dbt_alias", default=True, required=False) | ||
update_metadata = Parameter("update_metadata", default=False, required=False) | ||
rename_flow_run = rename_current_flow_run_dataset_table(prefix="Dump: ", dataset_id=dataset_id, table_id=table_id, wait=table_id) | ||
|
||
data_source_max_date = get_current_date_and_download_file( | ||
table_id, | ||
dataset_id, | ||
relative_month, | ||
) | ||
|
||
dados_desatualizados = check_if_data_is_outdated( | ||
dataset_id=dataset_id, | ||
table_id=table_id, | ||
data_source_max_date=data_source_max_date, | ||
date_format="%Y-%m", | ||
upstream_tasks=[data_source_max_date] | ||
) | ||
|
||
with case(dados_desatualizados, True): | ||
|
||
filepath = partition_data( | ||
table_id=table_id, | ||
upstream_tasks=[dados_desatualizados] | ||
) | ||
|
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wait_upload_table = create_table_and_upload_to_gcs( | ||
data_path=filepath, | ||
dataset_id=dataset_id, | ||
table_id=table_id, | ||
dump_mode="append", | ||
wait=filepath, | ||
upstream_tasks=[filepath], | ||
) | ||
|
||
with case(materialize_after_dump, True): | ||
|
||
current_flow_labels = get_current_flow_labels() | ||
materialization_flow = create_flow_run( | ||
flow_name=utils_constants.FLOW_EXECUTE_DBT_MODEL_NAME.value, | ||
project_name=constants.PREFECT_DEFAULT_PROJECT.value, | ||
parameters={ | ||
"dataset_id": dataset_id, | ||
"table_id": table_id, | ||
"mode": materialization_mode, | ||
"dbt_alias": dbt_alias, | ||
"dbt_command": "run/test", | ||
"disable_elementary": False, | ||
}, | ||
labels=current_flow_labels, | ||
run_name=f"Materialize {dataset_id}.{table_id}", | ||
upstream_tasks=[wait_upload_table], | ||
) | ||
|
||
wait_for_materialization = wait_for_flow_run( | ||
materialization_flow, | ||
stream_states=True, | ||
stream_logs=True, | ||
raise_final_state=True, | ||
upstream_tasks=[materialization_flow], | ||
) | ||
wait_for_materialization.max_retries = ( | ||
dump_db_constants.WAIT_FOR_MATERIALIZATION_RETRY_ATTEMPTS.value | ||
) | ||
wait_for_materialization.retry_delay = timedelta( | ||
seconds=dump_db_constants.WAIT_FOR_MATERIALIZATION_RETRY_INTERVAL.value | ||
) | ||
with case(update_metadata, True): | ||
update_django_metadata( | ||
dataset_id=dataset_id, | ||
table_id=table_id, | ||
date_column_name={"year": "ano_extrato", "month": "mes_extrato"}, | ||
date_format="%Y-%m", | ||
coverage_type="part_bdpro", | ||
time_delta={"months": 6}, | ||
prefect_mode=materialization_mode, | ||
bq_project="basedosdados", | ||
upstream_tasks=[wait_for_materialization], | ||
) | ||
|
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flow_cgu_cartao_pagamento.storage = GCS(constants.GCS_FLOWS_BUCKET.value) | ||
flow_cgu_cartao_pagamento.run_config = KubernetesRun( | ||
image=constants.DOCKER_IMAGE.value | ||
) |
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