def handle(self, *args, **options):
logger.info("==== Starting FPDS nightly data load ====")
if options.get("date"):
date = options.get("date")[0]
date = datetime.strptime(date, "%Y-%m-%d").date()
else:
data_load_date_obj = ExternalDataLoadDate.objects.filter(
external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT["fpds"]
).first()
if not data_load_date_obj:
date = (datetime.utcnow() - timedelta(days=1)).strftime("%Y-%m-%d")
else:
date = data_load_date_obj.last_load_date
start_date = datetime.utcnow().strftime("%Y-%m-%d")
logger.info("Processing data for FPDS starting from %s" % date)
with timer("retrieval of deleted FPDS IDs", logger.info):
ids_to_delete = self.get_deleted_fpds_data_from_s3(date=date)
if len(ids_to_delete) > 0:
with timer("deletion of all stale FPDS data", logger.info):
self.delete_stale_fpds(ids_to_delete=ids_to_delete)
else:
logger.info("No FPDS records to delete at this juncture")
with timer("retrieval of new/modified FPDS data ID list", logger.info):
total_insert = self.get_fpds_transaction_ids(date=date)
if len(total_insert) > 0:
# Add FPDS records
with timer("insertion of new FPDS data in batches", logger.info):
self.insert_all_new_fpds(total_insert)
# Update Awards based on changed FPDS records
with timer("updating awards to reflect their latest associated transaction info", logger.info):
update_awards(tuple(AWARD_UPDATE_ID_LIST))
# Update FPDS-specific Awards based on the info in child transactions
with timer("updating contract-specific awards to reflect their latest transaction info", logger.info):
update_contract_awards(tuple(AWARD_UPDATE_ID_LIST))
# Update AwardCategories based on changed FPDS records
with timer("updating award category variables", logger.info):
update_award_categories(tuple(AWARD_UPDATE_ID_LIST))
# Check the linkages from file C to FPDS records and update any that are missing
with timer("updating C->D linkages", logger.info):
update_c_to_d_linkages("contract")
else:
logger.info("No FPDS records to insert or modify at this juncture")
# Update the date for the last time the data load was run
ExternalDataLoadDate.objects.filter(external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT["fpds"]).delete()
ExternalDataLoadDate(
last_load_date=start_date, external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT["fpds"]
).save()
logger.info("FPDS NIGHTLY UPDATE COMPLETE")
def perform_load(self, ids_to_delete, ids_to_insert):
if len(ids_to_delete) > 0:
with timer("deletion of all stale FPDS data", logger.info):
self.delete_stale_fpds(ids_to_delete=ids_to_delete)
else:
logger.info("No FPDS records to delete at this juncture")
if len(ids_to_insert) > 0:
# Add FPDS records
with timer("insertion of new FPDS data in batches", logger.info):
self.insert_all_new_fpds(ids_to_insert)
# Update Awards based on changed FPDS records
with timer("updating awards to reflect their latest associated transaction info", logger.info):
update_awards(tuple(AWARD_UPDATE_ID_LIST))
# Update FPDS-specific Awards based on the info in child transactions
with timer("updating contract-specific awards to reflect their latest transaction info", logger.info):
update_contract_awards(tuple(AWARD_UPDATE_ID_LIST))
# Update AwardCategories based on changed FPDS records
with timer("updating award category variables", logger.info):
update_award_categories(tuple(AWARD_UPDATE_ID_LIST))
# Check the linkages from file C to FPDS records and update any that are missing
with timer("updating C->D linkages", logger.info):
update_c_to_d_linkages("contract")
else:
logger.info("No FPDS records to insert or modify at this juncture")
def handle(self, *args, **options):
logger.info('Starting FABS bulk data load...')
db_cursor = connections['data_broker'].cursor()
ds_cursor = connection.cursor()
fiscal_year = options.get('fiscal_year')
if fiscal_year:
fiscal_year = fiscal_year[0]
else:
fiscal_year = 2017
logger.info('Processing data for Fiscal Year ' + str(fiscal_year))
with timer('Diff-ing FABS data', logger.info):
to_insert, to_delete = self.diff_fabs_data(
db_cursor=db_cursor, ds_cursor=ds_cursor, fiscal_year=fiscal_year)
total_rows = len(to_insert)
total_rows_delete = len(to_delete)
if total_rows_delete > 0:
with timer('Deleting stale FABS data', logger.info):
self.delete_stale_fabs(to_delete=to_delete)
if total_rows > 0:
# Set lookups after deletions to only get latest
self.set_lookup_maps()
with timer('Get Broker FABS data', logger.info):
fabs_broker_data = self.get_fabs_data(
db_cursor=db_cursor, fiscal_year=fiscal_year, to_insert=to_insert)
with timer('Loading POP Location data...', logger.info):
self.load_locations(fabs_broker_data=fabs_broker_data, total_rows=total_rows, pop_flag=True)
with timer('Loading LE Location data', logger.info):
self.load_locations(fabs_broker_data=fabs_broker_data, total_rows=total_rows)
with timer('Loading Legal Entity data', logger.info):
self.load_legal_entity(fabs_broker_data=fabs_broker_data, total_rows=total_rows)
with timer('Loading Award data', logger.info):
self.load_awards(fabs_broker_data=fabs_broker_data, total_rows=total_rows)
with timer('Loading Transaction Normalized data', logger.info):
self.load_transaction_normalized(fabs_broker_data=fabs_broker_data, total_rows=total_rows)
with timer('Loading Transaction FABS data', logger.info):
self.load_transaction_fabs(fabs_broker_data, total_rows)
award_update_id_list = [award.id for award in award_lookup]
with timer('Updating awards to reflect their latest associated transaction info', logger.info):
update_awards(tuple(award_update_id_list))
with timer('Updating award category variables', logger.info):
update_award_categories(tuple(award_update_id_list))
else:
logger.info('Nothing to insert...FINISHED!')
def handle(self, *args, **options):
logger.info('Starting FPDS nightly data load...')
if options.get('date'):
date = options.get('date')[0]
date = datetime.strptime(date, '%Y-%m-%d').date()
else:
data_load_date_obj = ExternalDataLoadDate.objects. \
filter(external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT['fpds']).first()
if not data_load_date_obj:
date = (datetime.utcnow() -
timedelta(days=1)).strftime('%Y-%m-%d')
else:
date = data_load_date_obj.last_load_date
start_date = datetime.utcnow().strftime('%Y-%m-%d')
logger.info('Processing data for FPDS starting from %s' % date)
with timer('retrieving/diff-ing FPDS Data', logger.info):
to_insert, ids_to_delete = self.get_fpds_data(date=date)
total_rows = len(to_insert)
total_rows_delete = len(ids_to_delete)
if total_rows_delete > 0:
with timer('deleting stale FPDS data', logger.info):
self.delete_stale_fpds(ids_to_delete=ids_to_delete)
else:
logger.info('Nothing to delete...')
if total_rows > 0:
with timer('inserting new FPDS data', logger.info):
self.insert_new_fpds(to_insert=to_insert,
total_rows=total_rows)
with timer(
'updating awards to reflect their latest associated transaction info',
logger.info):
update_awards(tuple(award_update_id_list))
with timer(
'updating contract-specific awards to reflect their latest transaction info',
logger.info):
update_contract_awards(tuple(award_update_id_list))
with timer('updating award category variables', logger.info):
update_award_categories(tuple(award_update_id_list))
else:
logger.info('Nothing to insert...')
# Update the date for the last time the data load was run
ExternalDataLoadDate.objects.filter(
external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT['fpds']
).delete()
ExternalDataLoadDate(last_load_date=start_date,
external_data_type_id=lookups.
EXTERNAL_DATA_TYPE_DICT['fpds']).save()
logger.info('FPDS NIGHTLY UPDATE FINISHED!')
def handle(self, *args, **options):
logger.info('Starting FABS nightly data load...')
# Use date provided or pull most recent ExternalDataLoadDate
if options.get('date'):
date = options.get('date')[0]
else:
data_load_date_obj = ExternalDataLoadDate.objects. \
filter(external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT['fabs']).first()
if not data_load_date_obj:
date = (datetime.utcnow() - timedelta(days=1)).strftime('%Y-%m-%d')
else:
date = data_load_date_obj.last_load_date
start_date = datetime.utcnow().strftime('%Y-%m-%d')
logger.info('Processing data for FABS starting from %s' % date)
# Retrieve FABS data
with timer('retrieving/diff-ing FABS Data', logger.info):
to_insert, ids_to_delete = self.get_fabs_data(date=date)
total_rows = len(to_insert)
total_rows_delete = len(ids_to_delete)
if total_rows_delete > 0:
# Create a file with the deletion IDs and place in a bucket for ElasticSearch
self.send_deletes_to_s3(ids_to_delete)
# Delete FABS records by ID
with timer('deleting stale FABS data', logger.info):
self.delete_stale_fabs(ids_to_delete=ids_to_delete)
else:
logger.info('Nothing to delete...')
if total_rows > 0:
# Add FABS records
with timer('inserting new FABS data', logger.info):
self.insert_new_fabs(to_insert=to_insert, total_rows=total_rows)
# Update Awards based on changed FABS records
with timer('updating awards to reflect their latest associated transaction info', logger.info):
update_awards(tuple(award_update_id_list))
# Update AwardCategories based on changed FABS records
with timer('updating award category variables', logger.info):
update_award_categories(tuple(award_update_id_list))
# Check the linkages from file C to FABS records and update any that are missing
with timer('updating C->D linkages', logger.info):
update_c_to_d_linkages('assistance')
else:
logger.info('Nothing to insert...')
# Update the date for the last time the data load was run
ExternalDataLoadDate.objects.filter(external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT['fabs']).delete()
ExternalDataLoadDate(last_load_date=start_date,
external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT['fabs']).save()
logger.info('FABS NIGHTLY UPDATE FINISHED!')
def handle(self, *args, **options):
logger.info("==== Starting FPDS nightly data load ====")
if options.get("date"):
date = options.get("date")[0]
date = datetime.strptime(date, "%Y-%m-%d").date()
else:
default_last_load_date = datetime.now(timezone.utc) - timedelta(days=1)
date = get_last_load_date("fpds", default=default_last_load_date).date()
processing_start_datetime = datetime.now(timezone.utc)
logger.info("Processing data for FPDS starting from %s" % date)
with timer("retrieval of deleted FPDS IDs", logger.info):
ids_to_delete = self.get_deleted_fpds_data_from_s3(date=date)
if len(ids_to_delete) > 0:
with timer("deletion of all stale FPDS data", logger.info):
self.delete_stale_fpds(ids_to_delete=ids_to_delete)
else:
logger.info("No FPDS records to delete at this juncture")
with timer("retrieval of new/modified FPDS data ID list", logger.info):
total_insert = self.get_fpds_transaction_ids(date=date)
if len(total_insert) > 0:
# Add FPDS records
with timer("insertion of new FPDS data in batches", logger.info):
self.insert_all_new_fpds(total_insert)
# Update Awards based on changed FPDS records
with timer("updating awards to reflect their latest associated transaction info", logger.info):
update_awards(tuple(AWARD_UPDATE_ID_LIST))
# Update FPDS-specific Awards based on the info in child transactions
with timer("updating contract-specific awards to reflect their latest transaction info", logger.info):
update_contract_awards(tuple(AWARD_UPDATE_ID_LIST))
# Update AwardCategories based on changed FPDS records
with timer("updating award category variables", logger.info):
update_award_categories(tuple(AWARD_UPDATE_ID_LIST))
# Check the linkages from file C to FPDS records and update any that are missing
with timer("updating C->D linkages", logger.info):
update_c_to_d_linkages("contract")
else:
logger.info("No FPDS records to insert or modify at this juncture")
# Update the date for the last time the data load was run
update_last_load_date("fpds", processing_start_datetime)
logger.info("FPDS NIGHTLY UPDATE COMPLETE")
def handle(self, *args, **options):
logger.info('Starting historical data load...')
db_cursor = connections['data_broker'].cursor()
fiscal_year = options.get('fiscal_year')
page = options.get('page')
limit = options.get('limit')
if fiscal_year:
fiscal_year = fiscal_year[0]
logger.info('Processing data for Fiscal Year ' + str(fiscal_year))
else:
fiscal_year = 2017
page = page[0] if page else 1
limit = limit[0] if limit else 500000
if not options['assistance']:
with timer('D1 historical data load', logger.info):
self.update_transaction_contract(db_cursor=db_cursor,
fiscal_year=fiscal_year,
page=page,
limit=limit)
if not options['contracts']:
with timer('D2 historical data load', logger.info):
self.update_transaction_assistance(db_cursor=db_cursor,
fiscal_year=fiscal_year,
page=page,
limit=limit)
with timer(
'updating awards to reflect their latest associated transaction info',
logger.info):
update_awards(tuple(award_update_id_list))
with timer(
'updating contract-specific awards to reflect their latest transaction info',
logger.info):
update_contract_awards(tuple(award_contract_update_id_list))
with timer('updating award category variables', logger.info):
update_award_categories(tuple(award_update_id_list))
# Done!
logger.info('FINISHED')
def handle(self, *args, **options):
logger.info('Starting updates to award data...')
all_records_flag = options.get('all')
fiscal_year = options.get('fiscal_year')
award_update_id_list = []
award_contract_update_id_list = []
if not all_records_flag:
if fiscal_year:
fiscal_year = fiscal_year[0]
logger.info('Processing data for Fiscal Year ' +
str(fiscal_year))
else:
fiscal_year = 2017
# Lists to store for update_awards and update_contract_awards
award_update_id_list = TransactionNormalized.objects.filter(action_date__fy=fiscal_year).\
values_list('award_id', flat=True)
award_contract_update_id_list = TransactionFPDS.objects.filter(action_date__fy=fiscal_year).\
values_list('transaction__award_id', flat=True)
with timer(
'updating awards to reflect their latest associated transaction info',
logger.info):
update_awards() if all_records_flag else update_awards(
tuple(award_update_id_list))
with timer(
'updating contract-specific awards to reflect their latest transaction info...',
logger.info):
if all_records_flag:
update_contract_awards()
else:
update_contract_awards(tuple(award_contract_update_id_list))
with timer('updating award category variables', logger.info):
update_award_categories(
) if all_records_flag else update_award_categories(
tuple(award_update_id_list))
# Done!
logger.info('FINISHED')
def upsert_fabs_transactions(ids_to_upsert, externally_updated_award_ids):
if ids_to_upsert or externally_updated_award_ids:
update_award_ids = copy(externally_updated_award_ids)
if ids_to_upsert:
with timer("inserting new FABS data", logger.info):
update_award_ids.extend(insert_all_new_fabs(ids_to_upsert))
if update_award_ids:
update_award_ids = tuple(set(update_award_ids)) # Convert to tuple and remove duplicates.
with timer("updating awards to reflect their latest associated transaction info", logger.info):
update_awards(update_award_ids)
with timer("updating award category variables", logger.info):
update_award_categories(update_award_ids)
with timer("updating C->D linkages", logger.info):
update_c_to_d_linkages("assistance")
else:
logger.info("Nothing to insert...")
def upsert_fabs_transactions(ids_to_upsert, externally_updated_award_ids):
if ids_to_upsert or externally_updated_award_ids:
update_award_ids = copy(externally_updated_award_ids)
if ids_to_upsert:
with timer("inserting new FABS data", logger.info):
update_award_ids.extend(insert_all_new_fabs(ids_to_upsert))
if update_award_ids:
update_award_ids = tuple(set(
update_award_ids)) # Convert to tuple and remove duplicates.
with timer(
"updating awards to reflect their latest associated transaction info",
logger.info):
update_awards(update_award_ids)
with timer("updating award category variables", logger.info):
update_award_categories(update_award_ids)
with timer("updating C->D linkages", logger.info):
update_c_to_d_linkages("assistance")
else:
logger.info("Nothing to insert...")
def handle(self, *args, **options):
logger.info('Starting historical data load...')
db_cursor = connections['data_broker'].cursor()
fiscal_year = options.get('fiscal_year')
page = options.get('page')
limit = options.get('limit')
if fiscal_year:
fiscal_year = fiscal_year[0]
logger.info('Processing data for Fiscal Year ' + str(fiscal_year))
else:
fiscal_year = 2017
page = page[0] if page else 1
limit = limit[0] if limit else 500000
if not options['assistance']:
with timer('D1 historical data load', logger.info):
self.update_transaction_contract(db_cursor=db_cursor, fiscal_year=fiscal_year, page=page, limit=limit)
if not options['contracts']:
with timer('D2 historical data load', logger.info):
self.update_transaction_assistance(db_cursor=db_cursor, fiscal_year=fiscal_year, page=page, limit=limit)
with timer('updating awards to reflect their latest associated transaction info', logger.info):
update_awards(tuple(award_update_id_list))
with timer('updating contract-specific awards to reflect their latest transaction info', logger.info):
update_contract_awards(tuple(award_contract_update_id_list))
with timer('updating award category variables', logger.info):
update_award_categories(tuple(award_update_id_list))
# Done!
logger.info('FINISHED')
def handle(self, *args, **options):
logger.info('Starting updates to award data...')
all_records_flag = options.get('all')
fiscal_year = options.get('fiscal_year')
award_update_id_list = []
award_contract_update_id_list = []
if not all_records_flag:
if fiscal_year:
fiscal_year = fiscal_year[0]
logger.info('Processing data for Fiscal Year ' + str(fiscal_year))
else:
fiscal_year = 2017
# Lists to store for update_awards and update_contract_awards
award_update_id_list = TransactionNormalized.objects.filter(action_date__fy=fiscal_year).\
values_list('award_id', flat=True)
award_contract_update_id_list = TransactionFPDS.objects.filter(action_date__fy=fiscal_year).\
values_list('transaction__award_id', flat=True)
with timer('updating awards to reflect their latest associated transaction info', logger.info):
update_awards() if all_records_flag else update_awards(tuple(award_update_id_list))
with timer('updating contract-specific awards to reflect their latest transaction info...', logger.info):
if all_records_flag:
update_contract_awards()
else:
update_contract_awards(tuple(award_contract_update_id_list))
with timer('updating award category variables', logger.info):
update_award_categories() if all_records_flag else update_award_categories(tuple(award_update_id_list))
# Done!
logger.info('FINISHED')
def forwards_func(apps, schema_editor):
update_award_categories()
def handle(self, *args, **options):
logger.info("Starting FABS data load script...")
start_date = datetime.now(timezone.utc).strftime('%Y-%m-%d')
fabs_load_db_id = lookups.EXTERNAL_DATA_TYPE_DICT['fabs']
data_load_date_obj = ExternalDataLoadDate.objects.filter(
external_data_type_id=fabs_load_db_id).first()
if options.get("date"): # if provided, use cli data
load_from_date = options.get("date")[0]
elif data_load_date_obj: # else if last run is in DB, use that
load_from_date = data_load_date_obj.last_load_date
else: # Default is yesterday at midnight
load_from_date = (datetime.now(timezone.utc) -
timedelta(days=1)).strftime('%Y-%m-%d')
logger.info('Processing data for FABS starting from %s' %
load_from_date)
with timer('retrieving/diff-ing FABS Data', logger.info):
upsert_transactions = self.get_fabs_transaction_ids(
date=load_from_date)
with timer("obtaining delete records", logger.info):
ids_to_delete = self.get_fabs_records_to_delete(
date=load_from_date)
if ids_to_delete:
self.store_deleted_fabs(ids_to_delete)
# Delete FABS records by ID
with timer("deleting stale FABS data", logger.info):
self.delete_stale_fabs(ids_to_delete=ids_to_delete)
del ids_to_delete
else:
logger.info("Nothing to delete...")
if upsert_transactions:
# Add FABS records
with timer('inserting new FABS data', logger.info):
self.insert_all_new_fabs(all_new_to_insert=upsert_transactions)
# Update Awards based on changed FABS records
with timer(
'updating awards to reflect their latest associated transaction info',
logger.info):
update_awards(tuple(AWARD_UPDATE_ID_LIST))
# Update AwardCategories based on changed FABS records
with timer('updating award category variables', logger.info):
update_award_categories(tuple(AWARD_UPDATE_ID_LIST))
# Check the linkages from file C to FABS records and update any that are missing
with timer('updating C->D linkages', logger.info):
update_c_to_d_linkages('assistance')
else:
logger.info('Nothing to insert...')
# Update the date for the last time the data load was run
ExternalDataLoadDate.objects.filter(
external_data_type_id=lookups.EXTERNAL_DATA_TYPE_DICT['fabs']
).delete()
ExternalDataLoadDate(last_load_date=start_date,
external_data_type_id=lookups.
EXTERNAL_DATA_TYPE_DICT['fabs']).save()
logger.info('FABS UPDATE FINISHED!')
def handle(self, *args, **options):
logger.info('Starting FABS bulk data load...')
db_cursor = connections['data_broker'].cursor()
ds_cursor = connection.cursor()
fiscal_year = options.get('fiscal_year')
if fiscal_year:
fiscal_year = fiscal_year[0]
else:
fiscal_year = 2017
logger.info('Processing data for Fiscal Year ' + str(fiscal_year))
with timer('Diff-ing FABS data', logger.info):
to_insert, to_delete = self.diff_fabs_data(db_cursor=db_cursor,
ds_cursor=ds_cursor,
fiscal_year=fiscal_year)
total_rows = len(to_insert)
total_rows_delete = len(to_delete)
if total_rows_delete > 0:
with timer('Deleting stale FABS data', logger.info):
self.delete_stale_fabs(to_delete=to_delete)
if total_rows > 0:
# Set lookups after deletions to only get latest
self.set_lookup_maps()
with timer('Get Broker FABS data', logger.info):
fabs_broker_data = self.get_fabs_data(db_cursor=db_cursor,
fiscal_year=fiscal_year,
to_insert=to_insert)
with timer('Loading POP Location data...', logger.info):
self.load_locations(fabs_broker_data=fabs_broker_data,
total_rows=total_rows,
pop_flag=True)
with timer('Loading LE Location data', logger.info):
self.load_locations(fabs_broker_data=fabs_broker_data,
total_rows=total_rows)
with timer('Loading Legal Entity data', logger.info):
self.load_legal_entity(fabs_broker_data=fabs_broker_data,
total_rows=total_rows)
with timer('Loading Award data', logger.info):
self.load_awards(fabs_broker_data=fabs_broker_data,
total_rows=total_rows)
with timer('Loading Transaction Normalized data', logger.info):
self.load_transaction_normalized(
fabs_broker_data=fabs_broker_data, total_rows=total_rows)
with timer('Loading Transaction FABS data', logger.info):
self.load_transaction_fabs(fabs_broker_data, total_rows)
award_update_id_list = [award.id for award in award_lookup]
with timer(
'Updating awards to reflect their latest associated transaction info',
logger.info):
update_awards(tuple(award_update_id_list))
with timer('Updating award category variables', logger.info):
update_award_categories(tuple(award_update_id_list))
else:
logger.info('Nothing to insert...FINISHED!')
