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Exception fix #236

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merged 1 commit into from
Jul 28, 2023
Merged

Exception fix #236

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10 changes: 10 additions & 0 deletions udf/anomaly-detection/src/udf/inference.py
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Original file line number Diff line number Diff line change
Expand Up @@ -93,6 +93,16 @@ def inference(
)
return static_response

except Exception as ex:
_LOGGER.exception(
"%s - Unhandled exception while fetching inference artifact, Keys: %s, Metric: %s, Error: %r",
payload.uuid,
payload.composite_keys,
payload.metrics,
ex,
)
return static_response

# Check if artifact is found
if not artifact_data:
_LOGGER.info(
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10 changes: 10 additions & 0 deletions udf/anomaly-detection/src/udf/preprocess.py
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Original file line number Diff line number Diff line change
Expand Up @@ -67,6 +67,16 @@ def preprocess(self, keys: List[str], payload: StreamPayload) -> (np.ndarray, St
)
return None, Status.RUNTIME_ERROR

except Exception as ex:
_LOGGER.exception(
"%s - Unhandled exception while fetching preproc artifact, Keys: %s, Metric: %s, Error: %r",
payload.uuid,
payload.composite_keys,
payload.metrics,
ex,
)
return None, Status.RUNTIME_ERROR

# Check if artifact is found
if not preproc_artifact:
_LOGGER.info(
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11 changes: 11 additions & 0 deletions udf/anomaly-detection/src/udf/threshold.py
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Original file line number Diff line number Diff line change
Expand Up @@ -64,6 +64,17 @@ def threshold(
static_scores = calculate_static_thresh(metric_arr, static_thresh)
return static_scores, Status.RUNTIME_ERROR, Header.STATIC_INFERENCE, -1

except Exception as ex:
_LOGGER.exception(
"%s - Unhandled exception while fetching threshold artifact, Keys: %s, Metric: %s, Error: %r",
payload.uuid,
payload.composite_keys,
payload.metrics,
ex,
)
static_scores = calculate_static_thresh(metric_arr, static_thresh)
return static_scores, Status.RUNTIME_ERROR, Header.STATIC_INFERENCE, -1

# Check if artifact is found
if not thresh_artifact:
_LOGGER.info(
Expand Down
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