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Auditing

Bases: Generic[AuditorType, AuditReturnType]

Manager of auditors - controls adding records to and querying from the audit objects supplied

Source code in src/dve/core_engine/backends/base/auditing.py
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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

get_submission_info(submission_id)

Get all stored info for a submission

Source code in src/dve/core_engine/backends/base/auditing.py
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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

get_submission_statistics(submission_id)

Get submission statistics record for submission if one exists

Source code in src/dve/core_engine/backends/base/auditing.py
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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

get_submission_status(submission_id)

Get the latest submission status for a submission

Source code in src/dve/core_engine/backends/base/auditing.py
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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

get_all_file_transformation_submissions(max_days_old=3)

Gets all of the submissions that are ready to be parsed

Source code in src/dve/core_engine/backends/base/auditing.py
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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)

get_all_data_contract_submissions(max_days_old=3)

Gets all of the submissions that are ready for data contract to be applied

Source code in src/dve/core_engine/backends/base/auditing.py
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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)

get_all_business_rule_submissions(max_days_old=3)

Gets all of the submissions that are ready for business rules to be applied

Source code in src/dve/core_engine/backends/base/auditing.py
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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)

get_all_error_report_submissions(max_days_old=3)

Gets all the submissions that are ready for error reports to be generated

Source code in src/dve/core_engine/backends/base/auditing.py
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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

get_current_processing_info(submission_id)

Gets the current status of the record with the given submission_id

Source code in src/dve/core_engine/backends/base/auditing.py
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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