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{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"attach_compute should set exit code after exception","articleBody":"I got a transient service error while retrieving compute. An error was logged but the pipeline continued. The script fails to set an exit code when catching the exception:\r\n\r\nhttps://github.com/microsoft/MLOpsPython/blob/d4a7633152c32335bb43209be3a7d84ff8f4ed0b/ml_service/util/attach_compute.py#L42\r\n\r\n```\r\nComputeTargetException:\r\n\tMessage: Error occurred retrieving targets:\r\nResponse Code: 500\r\nHeaders: {'Cache-Control': 'no-cache', 'Pragma': 'no-cache', 'Content-Length': '294', 'Content-Type': 'application/json; charset=utf-8', 'Expires': '-1', 'x-ms-ratelimit-remaining-subscription-reads': '11999', 'x-ms-failure-cause': 'service', 'Request-Context': 'appId=cid-v1:6a27ce65-5555-41a3-85f7-b7a1ce31fd6b', 'x-ms-request-id': '|eaf2c3b2dc39574abbc4581269bde67b.8a46c099_1.1bf9b6d7_', 'Strict-Transport-Security': 'max-age=31536000; includeSubDomains', 'x-ms-correlation-request-id': 'f3c9e09d-9986-43dc-a81e-9328fbb63de9', 'x-ms-routing-request-id': 'WESTEUROPE:20191126T054559Z:f3c9e09d-9986-43dc-a81e-9328fbb63de9', 'X-Content-Type-Options': 'nosniff', 'Date': 'Tue, 26 Nov 2019 05:45:59 GMT', 'Connection': 'close'}\r\nContent: b'{\"error\":{\"code\":\"InternalServerError\",\"message\":\"An internal server error occurred. Please try again. If the problem persists, contact support\",\"innererror\":{\"clientRequestId\":\"888141ac-de9b-418a-87e7-987fa829b2ae\",\"serviceRequestId\":\"|eaf2c3b2dc39574abbc4581269bde67b.8a46c099_1.1bf9b6d7_\"}}}'\r\n\tInnerException None\r\n\tErrorResponse \r\n{\r\n    \"error\": {\r\n        \"message\": \"Error occurred retrieving targets:\\nResponse Code: 500\\nHeaders: {'Cache-Control': 'no-cache', 'Pragma': 'no-cache', 'Content-Length': '294', 'Content-Type': 'application/json; charset=utf-8', 'Expires': '-1', 'x-ms-ratelimit-remaining-subscription-reads': '11999', 'x-ms-failure-cause': 'service', 'Request-Context': 'appId=cid-v1:6a27ce65-5555-41a3-85f7-b7a1ce31fd6b', 'x-ms-request-id': '|eaf2c3b2dc39574abbc4581269bde67b.8a46c099_1.1bf9b6d7_', 'Strict-Transport-Security': 'max-age=31536000; includeSubDomains', 'x-ms-correlation-request-id': 'f3c9e09d-9986-43dc-a81e-9328fbb63de9', 'x-ms-routing-request-id': 'WESTEUROPE:20191126T054559Z:f3c9e09d-9986-43dc-a81e-9328fbb63de9', 'X-Content-Type-Options': 'nosniff', 'Date': 'Tue, 26 Nov 2019 05:45:59 GMT', 'Connection': 'close'}\\nContent: b'{\\\"error\\\":{\\\"code\\\":\\\"InternalServerError\\\",\\\"message\\\":\\\"An internal server error occurred. Please try again. If the problem persists, contact support\\\",\\\"innererror\\\":{\\\"clientRequestId\\\":\\\"888141ac-de9b-418a-87e7-987fa829b2ae\\\",\\\"serviceRequestId\\\":\\\"|eaf2c3b2dc39574abbc4581269bde67b.8a46c099_1.1bf9b6d7_\\\"}}}'\"\r\n    }\r\n}\r\nAn error occurred trying to provision compute.\r\n```","author":{"url":"https://github.com/algattik","@type":"Person","name":"algattik"},"datePublished":"2019-11-26T06:00:09.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":0},"url":"https://github.com/113/MLOpsPython/issues/113"}