def handle(self, *args, **options):
logger.info('Starting updating awarding agencies...')
fiscal_year = options.get('fiscal_year')[0]
page = options.get('page')
limit = options.get('limit')
page = page[0] if page else 1
limit = limit[0] if limit else 500000
if options.get('contracts', None):
with timer('D1 (contracts/FPDS) awarding/funding agencies updates',
logger.info):
self.update_awarding_funding_agency(fiscal_year,
'D1',
page=page,
limit=limit)
elif options.get('assistance', None):
with timer(
'D2 (assistance/FABS) awarding/funding agencies updates',
logger.info):
self.update_awarding_funding_agency(fiscal_year,
'D2',
page=page,
limit=limit)
else:
logger.error('Not a valid data type: --assistance,--contracts')
logger.info('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_elasticsearch(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))
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 test_timer_times(capsys):
'Verify that timer shows longer times for slower operations'
pattern = re.compile(r'([\d\.e\-]+) sec')
with timer():
print('Doing a thing')
output0 = capsys.readouterr()[0]
time0 = float(pattern.search(output0).group(1))
with timer():
print('Doing a slower thing')
time.sleep(0.1)
output1 = capsys.readouterr()[0]
time1 = float(pattern.search(output1).group(1))
assert time1 > time0
def test_timer(capsys):
'Verify that timer helper executes without error'
with timer():
print('Doing a thing')
output = capsys.readouterr()[0]
assert 'Beginning' in output
assert 'finished' in output
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 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 historical data load...')
db_cursor = connections['data_broker'].cursor()
fiscal_year = options.get('fiscal_year')
page = options.get('page')
limit = options.get('limit')
save = options.get('save')
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 location insert', logger.info):
self.update_location_transaction_contract(
db_cursor=db_cursor,
fiscal_year=fiscal_year,
page=page,
limit=limit,
save=save)
if not options['contracts']:
with timer('D2 historical data location insert', logger.info):
self.update_location_transaction_assistance(
db_cursor=db_cursor,
fiscal_year=fiscal_year,
page=page,
limit=limit,
save=save)
logger.info('FINISHED')
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 row deletion...')
if options['batches']:
limit = options['batches'] * options['batchsize']
else:
limit = None
with timer('executing query', logger.info):
cursor = self.fabs_cursor(limit)
batch_no = 1
while ((not options['batches']) or (batch_no <= options['batches'])):
message = 'Batch {} of {} rows'.format(batch_no,
options['batchsize'])
with timer(message, logging.info):
rows = cursor.fetchmany(options['batchsize'])
if not rows:
logger.info('No further rows; finished')
return
ids = [r[0] for r in rows]
with timer('deleting rows', logger.info):
TransactionNormalized.objects.\
filter(assistance_data__afa_generated_unique__in=ids).delete()
batch_no += 1
logger.info('{} batches finished, complete'.format(batch_no - 1))
def handle(self, *args, **options):
"""
Updates the column ussgl498100_upward_adjust_pri_deliv_orders_oblig_unpaid_cpe due to the incorrect
mapping in settings.py
"""
ds_cursor = connection.cursor()
logger.info('Begin updating file B and C')
broker_cols_b = self.get_list_of_broker_cols(financial_accounts_oc)
broker_cols_type_b = self.get_list_of_broker_cols_types(financial_accounts_oc)
website_cols_b = self.get_website_row_formatted(financial_accounts_oc)
website_update_text_b = self.get_cols_to_update(financial_accounts_oc)
website_cols_joins_b = self.get_file_table_joins(financial_accounts_oc)
broker_cols_c = self.get_list_of_broker_cols(financial_accounts_awards)
broker_cols_type_c = self.get_list_of_broker_cols_types(financial_accounts_awards)
website_cols_c = self.get_website_row_formatted(financial_accounts_awards)
website_update_text_c = self.get_cols_to_update(financial_accounts_awards)
website_cols_joins_c = self.get_file_table_joins(financial_accounts_awards)
with timer('getting submission ids to update', logger.info):
submissions_to_update = self.get_list_of_submissions()
for submission in submissions_to_update:
submission_id = submission[0]
# File B Updates
logger.info('loading rows data to update File B submission {}'.format(submission_id))
with timer('retrieving rows to update for File B submission {}'.format(submission_id), logger.info):
get_rows_to_update_query = self.get_rows_to_update('B', submission_id,
broker_cols_b, broker_cols_type_b,
website_cols_b)
ds_cursor.execute(get_rows_to_update_query)
with timer('updating rows for File B submission {}'.format(submission_id), logger.info):
update_rows = self.update_website_rows(
'financial_accounts_by_program_activity_object_class',
'file_b_rows_to_update', website_update_text_b, website_cols_joins_b
)
ds_cursor.execute(update_rows)
# File C updates
with timer('retrieving rows to update for File C submission {}'.format(submission_id), logger.info):
get_rows_to_update_query = self.get_rows_to_update(
'C',
submission_id,
broker_cols_c,
broker_cols_type_c,
website_cols_c)
ds_cursor.execute(get_rows_to_update_query)
with timer('updating rows for File C submission {}'.format(submission_id), logger.info):
update_rows = self.update_website_rows(
'financial_accounts_by_awards', 'file_c_rows_to_update', website_update_text_c, website_cols_joins_c
)
ds_cursor.execute(update_rows)
ds_cursor.execute("DROP TABLE file_b_rows_to_update")
ds_cursor.execute("DROP TABLE file_c_rows_to_update")
logger.info('Done updating file B and C mappings')
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!')