def validate_threaded():
"""Start the validation process on a new thread."""
@copy_current_request_context
def ThreadedFunction(arg):
"""The new thread."""
threadedManager = ValidationManager(local, error_report_path)
threadedManager.threadedValidateJob(arg)
try:
interfaces = InterfaceHolder()
jobTracker = interfaces.jobDb
except ResponseException as e:
open("errorLog","a").write(str(e) + "\n")
return JsonResponse.error(e,e.status,table = "cannot connect to job database")
except Exception as e:
open("errorLog","a").write(str(e) + "\n")
exc = ResponseException(str(e),StatusCode.INTERNAL_ERROR,type(e))
return JsonResponse.error(exc,exc.status,table= "cannot connect to job database")
jobId = None
manager = ValidationManager(local, error_report_path)
try:
jobId = manager.getJobID(request)
except ResponseException as e:
manager.markJob(jobId,jobTracker,"invalid",interfaces.errorDb,manager.filename)
CloudLogger.logError(str(e),e,traceback.extract_tb(sys.exc_info()[2]))
return JsonResponse.error(e,e.status,table ="")
except Exception as e:
exc = ResponseException(str(e),StatusCode.CLIENT_ERROR,type(e))
manager.markJob(jobId,jobTracker,"invalid",interfaces.errorDb,manager.filename)
CloudLogger.logError(str(e),exc,traceback.extract_tb(sys.exc_info()[2]))
return JsonResponse.error(exc,exc.status,table="")
try:
manager.testJobID(jobId,interfaces)
except ResponseException as e:
open("errorLog","a").write(str(e) + "\n")
# Job is not ready to run according to job tracker, do not change status of job in job tracker
interfaces.errorDb.writeFileError(jobId,manager.filename,ValidationError.jobError)
return JsonResponse.error(e,e.status,table="")
except Exception as e:
open("errorLog","a").write(str(e) + "\n")
exc = ResponseException(str(e),StatusCode.CLIENT_ERROR,type(e))
interfaces.errorDb.writeFileError(jobId,manager.filename,ValidationError.jobError)
return JsonResponse.error(exc,exc.status,table="")
thread = Thread(target=ThreadedFunction, args= (jobId,))
try :
jobTracker.markJobStatus(jobId,"running")
except Exception as e:
open("errorLog","a").write(str(e) + "\n")
exc = ResponseException(str(e),StatusCode.INTERNAL_ERROR,type(e))
return JsonResponse.error(exc,exc.status,table="could not start job")
interfaces.close()
thread.start()
return JsonResponse.create(StatusCode.OK,{"table":"job"+str(jobId)})
def validator_process_job(job_id, agency_code, is_retry=False):
""" Retrieves a Job based on its ID, and kicks off a validation. Handles errors by ensuring the Job (if exists) is
no longer running.
Args:
job_id: ID of a Job
agency_code: CGAC or FREC code for agency, only required for file generations by Job
is_retry: If this is not the very first time handling execution of this job. If True, cleanup is
performed before proceeding to retry the job
Raises:
Any Exceptions raised by the GenerationManager or ValidationManager, excluding those explicitly handled
"""
if is_retry:
if cleanup_validation(job_id):
log_job_message(
logger=logger,
message=
"Attempting a retry of {} after successful retry-cleanup.".
format(inspect.stack()[0][3]),
job_id=job_id,
is_debug=True)
else:
log_job_message(
logger=logger,
message="Retry of {} found to be not necessary after cleanup. "
"Returning from job with success.".format(
inspect.stack()[0][3]),
job_id=job_id,
is_debug=True)
return
sess = GlobalDB.db().session
job = None
try:
# Get the job
job = sess.query(Job).filter_by(job_id=job_id).one_or_none()
if job is None:
validation_error_type = ValidationError.jobError
write_file_error(job_id, None, validation_error_type)
raise ResponseException(
'Job ID {} not found in database'.format(job_id),
StatusCode.CLIENT_ERROR, None, validation_error_type)
mark_job_status(job_id, 'ready')
# We can either validate or generate a file based on Job ID
if job.job_type.name == 'file_upload':
# Generate A, E, or F file
file_generation_manager = FileGenerationManager(sess,
g.is_local,
job=job)
file_generation_manager.generate_file(agency_code)
else:
# Run validations
validation_manager = ValidationManager(
g.is_local, CONFIG_SERVICES['error_report_path'])
validation_manager.validate_job(job.job_id)
except (ResponseException, csv.Error, UnicodeDecodeError, ValueError) as e:
# Handle exceptions explicitly raised during validation
error_data = {
'message': 'An exception occurred in the Validator',
'message_type': 'ValidatorInfo',
'job_id': job_id,
'traceback': traceback.format_exc()
}
if job:
error_data.update({
'submission_id': job.submission_id,
'file_type': job.file_type.name
})
logger.error(error_data)
sess.refresh(job)
job.error_message = str(e)
if job.filename is not None:
error_type = ValidationError.unknownError
if isinstance(e, UnicodeDecodeError):
error_type = ValidationError.encodingError
elif isinstance(e, ResponseException):
error_type = e.errorType
write_file_error(job.job_id, job.filename, error_type)
mark_job_status(job.job_id, 'invalid')
else:
logger.error(error_data)
raise e
except Exception as e:
# Log uncaught exceptions and fail the Job
error_data = {
'message': 'An unhandled exception occurred in the Validator',
'message_type': 'ValidatorInfo',
'job_id': job_id,
'traceback': traceback.format_exc()
}
if job:
error_data.update({
'submission_id': job.submission_id,
'file_type': job.file_type.name
})
logger.error(error_data)
# Try to mark the Job as failed, but continue raising the original Exception if not possible
try:
mark_job_status(job_id, 'failed')
sess.refresh(job)
job.error_message = str(e)
sess.commit()
except:
pass
raise e
def ThreadedFunction(arg):
"""The new thread."""
threadedManager = ValidationManager(local, error_report_path)
threadedManager.threadedValidateJob(arg)
def createApp():
"""Create the Flask app."""
try:
app = Flask(__name__)
local = CONFIG_BROKER['local']
error_report_path = CONFIG_SERVICES['error_report_path']
app.config.from_object(__name__)
# Future: Override config w/ environment variable, if set
app.config.from_envvar('VALIDATOR_SETTINGS', silent=True)
validationManager = ValidationManager(local, error_report_path)
@app.route("/", methods=["GET"])
def testApp():
"""Confirm server running."""
return "Validator is running"
@app.route("/validate_threaded/", methods=["POST"])
def validate_threaded():
"""Start the validation process on a new thread."""
@copy_current_request_context
def ThreadedFunction(arg):
"""The new thread."""
threadedManager = ValidationManager(local, error_report_path)
threadedManager.threadedValidateJob(arg)
try:
interfaces = InterfaceHolder()
jobTracker = interfaces.jobDb
except ResponseException as e:
open("errorLog", "a").write(str(e) + "\n")
return JsonResponse.error(
e, e.status, table="cannot connect to job database")
except Exception as e:
open("errorLog", "a").write(str(e) + "\n")
exc = ResponseException(str(e), StatusCode.INTERNAL_ERROR,
type(e))
return JsonResponse.error(
exc, exc.status, table="cannot connect to job database")
jobId = None
manager = ValidationManager(local, error_report_path)
try:
jobId = manager.getJobID(request)
except ResponseException as e:
manager.markJob(jobId, jobTracker, "invalid",
interfaces.errorDb, manager.filename)
CloudLogger.logError(str(e), e,
traceback.extract_tb(sys.exc_info()[2]))
return JsonResponse.error(e, e.status, table="")
except Exception as e:
exc = ResponseException(str(e), StatusCode.CLIENT_ERROR,
type(e))
manager.markJob(jobId, jobTracker, "invalid",
interfaces.errorDb, manager.filename)
CloudLogger.logError(str(e), exc,
traceback.extract_tb(sys.exc_info()[2]))
return JsonResponse.error(exc, exc.status, table="")
try:
manager.testJobID(jobId, interfaces)
except ResponseException as e:
open("errorLog", "a").write(str(e) + "\n")
# Job is not ready to run according to job tracker, do not change status of job in job tracker
interfaces.errorDb.writeFileError(jobId, manager.filename,
ValidationError.jobError)
return JsonResponse.error(e, e.status, table="")
except Exception as e:
open("errorLog", "a").write(str(e) + "\n")
exc = ResponseException(str(e), StatusCode.CLIENT_ERROR,
type(e))
interfaces.errorDb.writeFileError(jobId, manager.filename,
ValidationError.jobError)
return JsonResponse.error(exc, exc.status, table="")
thread = Thread(target=ThreadedFunction, args=(jobId, ))
try:
jobTracker.markStatus(jobId, "running")
except Exception as e:
open("errorLog", "a").write(str(e) + "\n")
exc = ResponseException(str(e), StatusCode.INTERNAL_ERROR,
type(e))
return JsonResponse.error(exc,
exc.status,
table="could not start job")
interfaces.close()
thread.start()
return JsonResponse.create(StatusCode.OK,
{"table": "job" + str(jobId)})
@app.route("/validate/", methods=["POST"])
def validate():
"""Start the validation process on the same threads."""
interfaces = InterfaceHolder() # Create sessions for this route
try:
return validationManager.validateJob(request, interfaces)
except Exception as e:
# Something went wrong getting the flask request
open("errorLog", "a").write(str(e) + "\n")
exc = ResponseException(str(e), StatusCode.INTERNAL_ERROR,
type(e))
return JsonResponse.error(exc, exc.status, table="")
finally:
interfaces.close()
JsonResponse.debugMode = CONFIG_SERVICES['rest_trace']
return app
except Exception as e:
trace = traceback.extract_tb(sys.exc_info()[2], 10)
CloudLogger.logError('Validator App Level Error: ', e, trace)
raise
def run_app():
"""Run the application."""
app = create_app()
# This is for DataDog (Do Not Delete)
if USE_DATADOG:
TraceMiddleware(app,
tracer,
service="broker-dd",
distributed_tracing=False)
with app.app_context():
current_app.debug = CONFIG_SERVICES['debug']
local = CONFIG_BROKER['local']
g.is_local = local
error_report_path = CONFIG_SERVICES['error_report_path']
current_app.config.from_object(__name__)
# Create connection to job tracker database
sess = GlobalDB.db().session
# Future: Override config w/ environment variable, if set
current_app.config.from_envvar('VALIDATOR_SETTINGS', silent=True)
queue = sqs_queue()
messages = []
logger.info("Starting SQS polling")
while True:
# Set current_message to None before every loop to ensure it's never set to the previous message
current_message = None
try:
# Grabs one (or more) messages from the queue
messages = queue.receive_messages(
WaitTimeSeconds=10, MessageAttributeNames=['All'])
for message in messages:
logger.info("Message received: %s", message.body)
# Retrieve the job_id from the message body
current_message = message
g.job_id = message.body
mark_job_status(g.job_id, "ready")
# Get the job
job = sess.query(Job).filter_by(
job_id=g.job_id).one_or_none()
if job is None:
validation_error_type = ValidationError.jobError
write_file_error(g.job_id, None, validation_error_type)
raise ResponseException(
'Job ID {} not found in database'.format(g.job_id),
StatusCode.CLIENT_ERROR, None,
validation_error_type)
# We have two major functionalities in the Validator: validation and file generation
if (not job.file_type or job.file_type.letter_name
in ['A', 'B', 'C', 'FABS'] or job.job_type.name !=
'file_upload') and job.submission_id:
# Run validations
validation_manager = ValidationManager(
local, error_report_path)
validation_manager.validate_job(job.job_id)
else:
# Retrieve the agency code data from the message attributes
msg_attr = current_message.message_attributes
agency_code = msg_attr['agency_code']['StringValue'] if msg_attr and \
msg_attr.get('agency_code') else None
agency_type = msg_attr['agency_type']['StringValue'] if msg_attr and \
msg_attr.get('agency_type') else None
file_generation_manager = FileGenerationManager(
job, agency_code, agency_type, local)
file_generation_manager.generate_from_job()
sess.commit()
sess.refresh(job)
# Delete from SQS once processed
message.delete()
except ResponseException as e:
# Handle exceptions explicitly raised during validation.
logger.error(traceback.format_exc())
job = get_current_job()
if job:
if job.filename is not None:
# Insert file-level error info to the database
write_file_error(job.job_id, job.filename, e.errorType,
e.extraInfo)
if e.errorType != ValidationError.jobError:
# Job passed prerequisites for validation but an error happened somewhere: mark job as 'invalid'
mark_job_status(job.job_id, 'invalid')
if current_message:
if e.errorType in [
ValidationError.rowCountError,
ValidationError.headerError,
ValidationError.fileTypeError
]:
current_message.delete()
except Exception as e:
# Handle uncaught exceptions in validation process.
logger.error(traceback.format_exc())
# csv-specific errors get a different job status and response code
if isinstance(e, ValueError) or isinstance(
e, csv.Error) or isinstance(e, UnicodeDecodeError):
job_status = 'invalid'
else:
job_status = 'failed'
job = get_current_job()
if job:
if job.filename is not None:
error_type = ValidationError.unknownError
if isinstance(e, UnicodeDecodeError):
error_type = ValidationError.encodingError
# TODO Is this really the only case where the message should be deleted?
if current_message:
current_message.delete()
write_file_error(job.job_id, job.filename, error_type)
mark_job_status(job.job_id, job_status)
finally:
GlobalDB.close()
# Set visibility to 0 so that another attempt can be made to process in SQS immediately,
# instead of waiting for the timeout window to expire
for message in messages:
try:
message.change_visibility(VisibilityTimeout=0)
except ClientError:
# Deleted messages will throw errors, which is fine because they are handled
pass
def setUpClass(cls):
""" Set up class-wide resources (test data) """
super(ErrorWarningTests, cls).setUpClass()
logging.getLogger('dataactcore').setLevel(logging.ERROR)
logging.getLogger('dataactvalidator').setLevel(logging.ERROR)
with create_app().app_context():
# get the submission test users
sess = GlobalDB.db().session
cls.session = sess
# set up default e-mails for tests
admin_user = sess.query(User).filter(
User.email == cls.test_users['admin_user']).one()
cls.validator = ValidationManager(
directory=CONFIG_SERVICES['error_report_path'])
# Just have one valid submission and then keep on reloading files
cls.submission_id = insert_submission(sess,
admin_user.user_id,
cgac_code='SYS',
start_date='01/2001',
end_date='03/2001',
is_quarter=True)
cls.submission = sess.query(Submission).filter_by(
submission_id=cls.submission_id).one()
cls.val_job = insert_job(
cls.session,
FILE_TYPE_DICT['appropriations'],
JOB_STATUS_DICT['ready'],
JOB_TYPE_DICT['csv_record_validation'],
cls.submission_id,
filename=JOB_TYPE_DICT['csv_record_validation'])
cls.original_reports = set(
os.listdir(CONFIG_SERVICES['error_report_path']))
# adding TAS to ensure valid file is valid
tas1 = TASFactory(account_num=1,
allocation_transfer_agency='019',
agency_identifier='072',
beginning_period_of_availa=None,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='0306',
sub_account_code='000',
internal_start_date='01-01-2000')
tas2 = TASFactory(account_num=2,
allocation_transfer_agency=None,
agency_identifier='019',
beginning_period_of_availa='2016',
ending_period_of_availabil='2016',
availability_type_code=None,
main_account_code='0113',
sub_account_code='000',
internal_start_date='01-01-2000')
tas3 = TASFactory(account_num=3,
allocation_transfer_agency=None,
agency_identifier='028',
beginning_period_of_availa=None,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='0406',
sub_account_code='000',
internal_start_date='01-01-2000')
tas4 = TASFactory(account_num=4,
allocation_transfer_agency=None,
agency_identifier='028',
beginning_period_of_availa='2010',
ending_period_of_availabil='2011',
availability_type_code=None,
main_account_code='0406',
sub_account_code='000',
internal_start_date='01-01-2000')
tas5 = TASFactory(account_num=5,
allocation_transfer_agency='069',
agency_identifier='013',
beginning_period_of_availa=None,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='2050',
sub_account_code='005',
internal_start_date='01-01-2000')
tas6 = TASFactory(account_num=6,
allocation_transfer_agency='028',
agency_identifier='028',
beginning_period_of_availa=None,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='8007',
sub_account_code='000',
internal_start_date='01-01-2000')
tas7 = TASFactory(account_num=7,
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa=None,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='0100',
sub_account_code='000',
internal_start_date='01-01-2000')
tas8 = TASFactory(account_num=8,
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa='2010',
ending_period_of_availabil='2011',
availability_type_code=None,
main_account_code='0100',
sub_account_code='000',
internal_start_date='01-01-2000')
tas9 = TASFactory(account_num=9,
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa='2014',
ending_period_of_availabil='2015',
availability_type_code=None,
main_account_code='0100',
sub_account_code='000',
internal_start_date='01-01-2000')
tas10 = TASFactory(account_num=10,
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa='2015',
ending_period_of_availabil='2016',
availability_type_code=None,
main_account_code='0100',
sub_account_code='000',
internal_start_date='01-01-2000')
sess.add_all(
[tas1, tas2, tas3, tas4, tas5, tas6, tas7, tas8, tas9, tas10])
# adding GTAS to ensure valid file is valid
gtas1 = SF133Factory(tas=concat_tas_dict(tas1.component_dict()),
allocation_transfer_agency='019',
agency_identifier='072',
beginning_period_of_availa=None,
line=1009,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='0306',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas2 = SF133Factory(tas=concat_tas_dict(tas2.component_dict()),
allocation_transfer_agency=None,
agency_identifier='019',
beginning_period_of_availa='2016',
line=1009,
ending_period_of_availabil='2016',
availability_type_code=None,
main_account_code='0113',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas3 = SF133Factory(tas=concat_tas_dict(tas3.component_dict()),
allocation_transfer_agency=None,
agency_identifier='028',
beginning_period_of_availa=None,
line=1009,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='0406',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas4 = SF133Factory(tas=concat_tas_dict(tas4.component_dict()),
allocation_transfer_agency=None,
agency_identifier='028',
beginning_period_of_availa='2010',
line=1009,
ending_period_of_availabil='2011',
availability_type_code=None,
main_account_code='0406',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas5 = SF133Factory(tas=concat_tas_dict(tas5.component_dict()),
allocation_transfer_agency='069',
agency_identifier='013',
beginning_period_of_availa=None,
line=1009,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='2050',
sub_account_code='005',
period=6,
fiscal_year=2001)
gtas6 = SF133Factory(tas=concat_tas_dict(tas6.component_dict()),
allocation_transfer_agency='028',
agency_identifier='028',
beginning_period_of_availa=None,
line=1009,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='8007',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas7 = SF133Factory(tas=concat_tas_dict(tas7.component_dict()),
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa=None,
line=1009,
ending_period_of_availabil=None,
availability_type_code='X',
main_account_code='0100',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas8 = SF133Factory(tas=concat_tas_dict(tas8.component_dict()),
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa='2010',
line=1009,
ending_period_of_availabil='2011',
availability_type_code=None,
main_account_code='0100',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas9 = SF133Factory(tas=concat_tas_dict(tas9.component_dict()),
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa='2014',
line=1009,
ending_period_of_availabil='2015',
availability_type_code=None,
main_account_code='0100',
sub_account_code='000',
period=6,
fiscal_year=2001)
gtas10 = SF133Factory(tas=concat_tas_dict(tas10.component_dict()),
allocation_transfer_agency=None,
agency_identifier='049',
beginning_period_of_availa='2015',
line=1009,
ending_period_of_availabil='2016',
availability_type_code=None,
main_account_code='0100',
sub_account_code='000',
period=6,
fiscal_year=2001)
sess.add_all([
gtas1, gtas2, gtas3, gtas4, gtas5, gtas6, gtas7, gtas8, gtas9,
gtas10
])
sess.commit()
def validate():
"""Start the validation process."""
if request.is_json:
g.job_id = request.json.get('job_id')
validation_manager = ValidationManager(local, error_report_path)
return validation_manager.validate_job(request)
def ThreadedFunction(arg):
"""The new thread."""
threadedManager = ValidationManager(local, error_report_path)
threadedManager.threadedValidateJob(arg)
def run_app():
"""Run the application."""
app = Flask(__name__)
with app.app_context():
current_app.debug = CONFIG_SERVICES['debug']
local = CONFIG_BROKER['local']
g.is_local = local
error_report_path = CONFIG_SERVICES['error_report_path']
current_app.config.from_object(__name__)
# Future: Override config w/ environment variable, if set
current_app.config.from_envvar('VALIDATOR_SETTINGS', silent=True)
queue = sqs_queue()
logger.info("Starting SQS polling")
current_message = None
while True:
try:
# Grabs one (or more) messages from the queue
messages = queue.receive_messages(WaitTimeSeconds=10)
for message in messages:
logger.info("Message received: %s", message.body)
current_message = message
GlobalDB.db()
g.job_id = message.body
mark_job_status(g.job_id, "ready")
validation_manager = ValidationManager(local, error_report_path)
validation_manager.validate_job(g.job_id)
# delete from SQS once processed
message.delete()
except ResponseException as e:
# Handle exceptions explicitly raised during validation.
logger.error(str(e))
job = get_current_job()
if job:
if job.filename is not None:
# insert file-level error info to the database
write_file_error(job.job_id, job.filename, e.errorType, e.extraInfo)
if e.errorType != ValidationError.jobError:
# job pass prerequisites for validation, but an error
# happened somewhere. mark job as 'invalid'
mark_job_status(job.job_id, 'invalid')
if current_message:
if e.errorType in [ValidationError.rowCountError, ValidationError.headerError,
ValidationError.fileTypeError]:
current_message.delete()
except Exception as e:
# Handle uncaught exceptions in validation process.
logger.error(str(e))
# csv-specific errors get a different job status and response code
if isinstance(e, ValueError) or isinstance(e, csv.Error) or isinstance(e, UnicodeDecodeError):
job_status = 'invalid'
else:
job_status = 'failed'
job = get_current_job()
if job:
if job.filename is not None:
error_type = ValidationError.unknownError
if isinstance(e, UnicodeDecodeError):
error_type = ValidationError.encodingError
# TODO Is this really the only case where the message should be deleted?
if current_message:
current_message.delete()
write_file_error(job.job_id, job.filename, error_type)
mark_job_status(job.job_id, job_status)
finally:
GlobalDB.close()
# Set visibility to 0 so that another attempt can be made to process in SQS immediately,
# instead of waiting for the timeout window to expire
for message in messages:
message.change_visibility(VisibilityTimeout=0)
