|
| 1 | +import json |
| 2 | +import uuid |
| 3 | +from dataclasses import asdict, dataclass |
| 4 | + |
| 5 | +from botocore.exceptions import ClientError |
| 6 | + |
| 7 | +from common.clients import get_s3_client, logger |
| 8 | +from common.data_quality.checker import DataQualityChecker |
| 9 | +from common.data_quality.completeness import MissingFields |
| 10 | + |
| 11 | + |
| 12 | +@dataclass |
| 13 | +class DataQualityReport: |
| 14 | + data_quality_report_id: uuid.UUID |
| 15 | + validationDate: str |
| 16 | + completeness: MissingFields |
| 17 | + validity: list[str] |
| 18 | + timeliness_recorded_days: int |
| 19 | + timeliness_ingested_seconds: int |
| 20 | + |
| 21 | + |
| 22 | +class DataQualityReporter: |
| 23 | + """Generates and sends a data quality report to the relevant S3 bucket.""" |
| 24 | + |
| 25 | + def __init__(self, is_batch_csv: bool, bucket: str): |
| 26 | + self.s3_client = get_s3_client() |
| 27 | + self.bucket = bucket |
| 28 | + self.dq_checker = DataQualityChecker(is_batch_csv=is_batch_csv) |
| 29 | + |
| 30 | + def generate_and_send_report(self, immunisation: dict) -> None: |
| 31 | + """Formats and sends a data quality report to the S3 bucket.""" |
| 32 | + dq_output = self.dq_checker.run_checks(immunisation) |
| 33 | + event_id = uuid.uuid4() |
| 34 | + file_key = f"{event_id}.json" |
| 35 | + |
| 36 | + # Build report |
| 37 | + dq_report = DataQualityReport( |
| 38 | + data_quality_report_id=event_id, |
| 39 | + validationDate=dq_output.validation_datetime, |
| 40 | + completeness=dq_output.missing_fields, |
| 41 | + validity=dq_output.invalid_fields, |
| 42 | + timeliness_recorded_days=dq_output.timeliness.recorded_timeliness_days, |
| 43 | + timeliness_ingested_seconds=dq_output.timeliness.ingested_timeliness_seconds, |
| 44 | + ) |
| 45 | + |
| 46 | + # Send to S3 bucket |
| 47 | + try: |
| 48 | + self.s3_client.put_object( |
| 49 | + Bucket=self.bucket, Key=file_key, Body=json.dumps(asdict(dq_report)), ContentType="application/json" |
| 50 | + ) |
| 51 | + except ClientError as error: |
| 52 | + # We only log the error here because we want the data quality checks to have minimal impact on the API's |
| 53 | + # functionality. This should only happen in the case of AWS infrastructure issues. |
| 54 | + logger.error("error whilst sending data quality for report id: %s with error: %s", file_key, str(error)) |
| 55 | + return None |
| 56 | + |
| 57 | + logger.info("data quality report sent successfully for report id: %s", file_key) |
| 58 | + |
| 59 | + return None |
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