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618 | class BaseAuditingManager(
Generic[AuditorType, AuditReturnType]
): # pylint: disable=too-many-public-methods
"""Manager of auditors - controls adding records to and querying from the
audit objects supplied"""
def __init__(
self,
processing_status: AuditorType,
submission_info: AuditorType,
submission_statistics: AuditorType,
transfers: AuditorType,
pool: Optional[ExecutorType] = None,
):
"""Audit manager to handle writing of audit information to auditors."""
self._processing_status = processing_status
self._submission_info = submission_info
self._submission_statistics = submission_statistics
self._transfers = transfers
self.pool = pool
if self.pool is not None:
thread = isinstance(self.pool, ThreadPoolExecutor)
self.queue: QueueType = ThreadQueue() if thread else ProcessQueue()
self.pool_result = self.pool.submit(self._process_queue)
self.clear_down = False
self.processing_lock = threading.Lock() if thread else multiprocessing.Lock()
@abstractmethod
def combine_auditor_information(
self,
left: Union[AuditorType, AuditReturnType],
right: Union[AuditorType, AuditReturnType],
) -> AuditReturnType:
"""Method to combine audit information of two auditors based on submission_id"""
raise NotImplementedError()
@staticmethod
def conv_to_iterable(recs: Union[AuditorType, AuditReturnType]) -> Iterable[dict[str, Any]]:
"""Convert AuditReturnType to iterable of dictionaries"""
raise NotImplementedError()
@validate_arguments
def add_processing_records(self, processing_records: list[ProcessingStatusRecord]):
"""Add an entry to the processing_status auditor."""
if self.pool:
return self._submit(
audit_object=self._processing_status,
records=[dict(rec) for rec in processing_records],
)
return self._processing_status.add_records(
records=[dict(rec) for rec in processing_records]
)
@validate_arguments
def add_submission_statistics_records(self, sub_stats: list[SubmissionStatisticsRecord]):
"""Add an entry to the submission statistics auditor."""
if self.pool:
return self._submit(
audit_object=self._submission_statistics,
records=[dict(rec) for rec in sub_stats],
)
return self._submission_statistics.add_records(records=[dict(rec) for rec in sub_stats])
@validate_arguments
def add_transfer_records(self, transfer_records: list[TransferRecord]):
"""Add an entry to the transfers auditor"""
if self.pool:
return self._submit(
audit_object=self._transfers, records=[dict(rec) for rec in transfer_records]
)
return self._transfers.add_records(records=[dict(rec) for rec in transfer_records])
@validate_arguments
def add_new_submissions(
self,
submissions: list[SubmissionMetadata],
job_run_id: Optional[int] = None,
):
"""Add an entry to the submission_info auditor."""
# get timestamp of update and date of update to align
# submission_info and processing_status tables
time_now: datetime = datetime.now()
ts_info = {"time_updated": time_now, "date_updated": time_now.date()}
processing_status_recs: list[dict[str, Any]] = []
submission_info_recs: list[dict[str, Any]] = []
for sub_info in submissions:
# add processing_record - add time info
processing_rec = {
**ProcessingStatusRecord(
submission_id=sub_info.submission_id,
processing_status="received",
job_run_id=job_run_id,
**ts_info,
).dict(),
}
processing_status_recs.append(processing_rec)
if sub_info:
sub_info_rec = {**dict(sub_info), **ts_info}
submission_info_recs.append(sub_info_rec)
if self.pool:
self._submit(audit_object=self._processing_status, records=processing_status_recs)
self._submit(audit_object=self._submission_info, records=submission_info_recs)
else:
self._processing_status.add_records(records=processing_status_recs)
self._submission_info.add_records(records=submission_info_recs)
return submissions
def _submit(self, **kwargs):
self.queue.put(kwargs)
def _process_queue(self):
while True:
if self.queue.empty():
time.sleep(2)
continue
item = self.queue.get()
if item is None:
break
try:
with self.processing_lock:
item.get("audit_object").add_records(item.get("records"))
except Exception as exc: # pylint: disable=broad-except
print(exc) # TODO - log this - rather than print
def is_writing(self) -> bool:
"""Check if the audit manager is currently writing data to auditors"""
if self.pool is None:
return False
if isinstance(self.processing_lock, type(threading.Lock())):
locked = self.processing_lock.locked()
else:
# process locks don't have a locked method, if we try to aquire with a low timeout
# if it succeeds then the lock is free. if it fails then it's not
try:
self.processing_lock.acquire(timeout=0.001) # type: ignore
locked = False
self.processing_lock.release() # type: ignore
except TimeoutError:
locked = True
return not self.queue.empty() or locked
def mark_transform(self, submission_ids: list[str], **kwargs):
"""Update submission processing_status to file_transformation."""
recs = [
ProcessingStatusRecord(
submission_id=submission_id, processing_status="file_transformation", **kwargs
)
for submission_id in submission_ids
]
return self.add_processing_records(recs)
def mark_data_contract(self, submission_ids: list[str], **kwargs):
"""Update submission processing_status to data_contract."""
recs = [
ProcessingStatusRecord(
submission_id=submission_id, processing_status="data_contract", **kwargs
)
for submission_id in submission_ids
]
return self.add_processing_records(recs)
def mark_business_rules(self, submissions: list[tuple[str, bool]], **kwargs):
"""Update submission processing_status to business_rules."""
recs = [
ProcessingStatusRecord(
submission_id=submission_id,
processing_status="business_rules",
submission_result="validation_failed" if failed else None,
**kwargs,
)
for submission_id, failed in submissions
]
return self.add_processing_records(recs)
def mark_error_report(
self,
submissions: list[tuple[str, SubmissionResult]],
job_run_id: Optional[int] = None,
):
"""Mark the given submission as being ready for error report"""
processing_recs: list[ProcessingStatusRecord] = []
sub_id: str
sub_result: str
for sub_id, sub_result in submissions:
processing_recs.append(
ProcessingStatusRecord(
submission_id=sub_id,
processing_status="error_report",
submission_result=sub_result,
job_run_id=job_run_id,
)
)
return self.add_processing_records(processing_recs)
def mark_finished(self, submissions: list[tuple[str, SubmissionResult]], **kwargs):
"""Update submission processing_status to finished."""
recs = [
ProcessingStatusRecord(
submission_id=sub_id,
processing_status="success",
submission_result=sub_res,
**kwargs,
)
for sub_id, sub_res in submissions
]
return self.add_processing_records(recs)
def mark_failed(self, submissions: list[str], **kwargs):
"""Update submission processing_status to failed."""
recs = [
ProcessingStatusRecord(
submission_id=submission_id,
processing_status="failed",
submission_result="processing_failed",
**kwargs,
)
for submission_id in submissions
]
return self.add_processing_records(recs)
def mark_archived(self, submissions: list[str], **kwargs):
"""Update submission processing_status to archived."""
recs = [
ProcessingStatusRecord(
submission_id=submission_id, processing_status="archived", **kwargs
)
for submission_id in submissions
]
return self.add_processing_records(recs)
def add_feedback_transfer_ids(self, submissions: list[tuple[str, str]], **kwargs):
"""Adds transfer_id for error report to submission"""
recs = [
TransferRecord(
submission_id=submission_id,
report_name="error_report",
transfer_id=transfer_id,
**kwargs,
)
for submission_id, transfer_id in submissions
]
return self.add_transfer_records(recs)
def get_latest_processing_records(
self, filter_criteria: Optional[list[FilterCriteria]] = None
) -> AuditReturnType:
"""Get the most recent processing record for each submission_id stored in
the processing_status auditor"""
return self._processing_status.get_most_recent_records(
order_criteria=[OrderCriteria("time_updated", True)],
partition_fields=["submission_id"],
pre_filter_criteria=filter_criteria,
)
def downstream_pending(
self,
status: ProcessingStatus,
max_concurrency: int = 1,
run_number: int = 0,
max_days_old: int = 3,
statuses_to_include: Optional[list[ProcessingStatus]] = None,
) -> bool:
"""Checks if there are any downstream submissions currently pending"""
steps: list[ProcessingStatus] = [
"received",
"file_transformation",
"data_contract",
"business_rules",
"error_report",
]
downstream: set[ProcessingStatus]
if statuses_to_include:
downstream = {status, *statuses_to_include}
else:
downstream = {*steps[: steps.index(status) + 1]}
pending = self._processing_status.conv_to_records(
self._processing_status.retrieve_records(
filter_criteria=[
FilterCriteria(
"date_updated",
str(date.today() - timedelta(days=max_days_old)),
operator.gt,
),
FilterCriteria("processing_status", downstream, operator.contains),
],
data=self.get_latest_processing_records(),
)
)
pending_for_job = filter(
lambda sub_id: int(sub_id, 16) % max_concurrency == run_number, # type: ignore
[rw.submission_id for rw in pending],
)
try:
next(pending_for_job)
return True
except StopIteration:
return False
def get_submission_info(self, submission_id: str) -> Optional[SubmissionInfo]:
"""Get all stored info for a submission"""
try:
return next( # type: ignore
self._submission_info.conv_to_records(
self._submission_info.retrieve_records(
filter_criteria=[FilterCriteria("submission_id", submission_id)]
)
)
)
except StopIteration:
return None
def get_submission_statistics(self, submission_id: str) -> Optional[SubmissionStatisticsRecord]:
"""Get submission statistics record for submission if one exists"""
try:
return next( # type: ignore
self._submission_statistics.conv_to_records(
self._submission_statistics.retrieve_records(
filter_criteria=[FilterCriteria("submission_id", submission_id)]
)
)
)
except StopIteration:
return None
def get_submission_status(self, submission_id: str) -> Optional[SubmissionStatus]:
"""Get the latest submission status for a submission"""
try:
processing_rec: ProcessingStatusRecord = next( # type: ignore
self._processing_status.conv_to_records(
self._processing_status.get_most_recent_records(
order_criteria=[OrderCriteria("time_updated", True)],
pre_filter_criteria=[FilterCriteria("submission_id", submission_id)],
)
)
)
except StopIteration:
return None
sub_status = SubmissionStatus()
sub_stats_rec: Optional[SubmissionStatisticsRecord] = self.get_submission_statistics(
submission_id
)
if processing_rec.submission_result == "processing_failed":
sub_status.processing_failed = True
if processing_rec.submission_result == "validation_failed":
sub_status.validation_failed = True
if sub_stats_rec:
sub_status.number_of_records = sub_stats_rec.record_count
return sub_status
def __enter__(self):
"""Use audit table as context manager"""
if self.pool and self.pool_result.done():
thread = isinstance(self.pool, ThreadPoolExecutor)
self.queue: QueueType = ThreadQueue() if thread else ProcessQueue()
self.pool_result = self.pool.submit(self._process_queue)
self.clear_down = False
self.processing_lock = threading.Lock() if thread else multiprocessing.Lock()
return self
def __exit__(
self,
exc_type: Optional[type[Exception]],
exc_value: Optional[Exception],
traceback: Optional[TracebackType],
) -> None:
"""Use audit table as context manager"""
if self.pool:
self.queue.put(None)
print(self.pool_result.result())
while not self.queue.empty():
time.sleep(1)
def _get_status(
self,
status: Union[ProcessingStatus, set[ProcessingStatus], list[ProcessingStatus]],
max_days_old: int,
) -> AuditReturnType:
_filter = [
FilterCriteria(
"date_updated", str(date.today() - timedelta(days=max_days_old)), operator.gt
)
]
if isinstance(status, (set, list)):
_filter.append(
FilterCriteria(
"processing_status",
status,
operator.contains,
)
)
else:
_filter.append(FilterCriteria("processing_status", status))
return self._processing_status.retrieve_records(filter_criteria=_filter)
def get_all_file_transformation_submissions(self, max_days_old: int = 3) -> AuditReturnType:
"""Gets all of the submissions that are ready to be parsed"""
return self._get_status("file_transformation", max_days_old)
def get_all_data_contract_submissions(self, max_days_old: int = 3) -> AuditReturnType:
"""Gets all of the submissions that are ready for data contract to be applied"""
return self._get_status("data_contract", max_days_old)
def get_all_business_rule_submissions(self, max_days_old: int = 3) -> AuditReturnType:
"""Gets all of the submissions that are ready for business rules to be applied"""
return self._get_status("business_rules", max_days_old)
def get_all_error_report_submissions(self, max_days_old: int = 3):
"""Gets all the submissions that are ready for error reports to be generated"""
subs = self._get_status("error_report", max_days_old)
sub_infos = self.conv_to_iterable(
self.combine_auditor_information(subs, self._submission_info)
)
processed: list[SubmissionInfo] = []
dodgy_info: list[tuple[dict, str]] = []
for sub_info in sub_infos:
try:
processed.append(SubmissionInfo(**sub_info))
except ValidationError:
dodgy_info.append((sub_info, sub_info["submission_id"]))
return processed, dodgy_info
def get_current_processing_info(self, submission_id: str) -> Optional[ProcessingStatusRecord]:
"""Gets the current status of the record with the given submission_id"""
try:
return next( # type: ignore
iter(
self._processing_status.conv_to_records(
self._processing_status.get_most_recent_records(
pre_filter_criteria=[FilterCriteria("submission_id", submission_id)],
order_criteria=[OrderCriteria("time_updated", True)],
)
)
)
)
except StopIteration:
return None
|