Почему приложение-функция Azure QueueTriggered выдает исключение тайм-аута?

Я развернул приложение-функцию QueueTriggered на портале Azure. Но кажется, что иногда генерируется исключение Timeout exceeded. Я получил эту ошибку и подумал об изменении значения functionTimeout с 30 минут до 2 часов.
Но все же это дает мне ту же ошибку. Меня беспокоит, почему QueueTrigger выдает эту ошибку. Его работа - передать сообщение.
Я получаю имя большого двоичного объекта из сообщения очереди и передаю его в качестве параметра процедуре Snowflake для загрузки этого большого двоичного объекта. Snowflake едва ли занимает минуту, чтобы загрузить эту каплю. Но почему происходит тайм-аут приложения функции.
Я получаю следующую ошибку:

Timeout value of 02:00:00 was exceeded by function: Functions.myFunctionAppName
Exception Type: Microsoft.Azure.WebJobs.Host.FunctionTimeoutException
Failed method: Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<TryHandleTimeoutAsync>d__29.MoveNext

Стек вызовов:

Microsoft.Azure.WebJobs.Host.FunctionTimeoutException:
at Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<TryHandleTimeoutAsync>d__29.MoveNext (Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: C:\projects\azure-webjobs-sdk-rqm4t\src\Microsoft.Azure.WebJobs.Host\Executors\FunctionExecutor.csMicrosoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: 665)
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.ThrowForNonSuccess (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter`1.GetResult (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<InvokeAsync>d__27.MoveNext (Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: C:\projects\azure-webjobs-sdk-rqm4t\src\Microsoft.Azure.WebJobs.Host\Executors\FunctionExecutor.csMicrosoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: 576)
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.ThrowForNonSuccess (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.GetResult (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<ExecuteWithWatchersAsync>d__26.MoveNext (Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: C:\projects\azure-webjobs-sdk-rqm4t\src\Microsoft.Azure.WebJobs.Host\Executors\FunctionExecutor.csMicrosoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: 532)
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)    
at System.Runtime.CompilerServices.TaskAwaiter.ThrowForNonSuccess (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.GetResult (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<ExecuteWithLoggingAsync>d__25.MoveNext (Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: C:\projects\azure-webjobs-sdk-rqm4t\src\Microsoft.Azure.WebJobs.Host\Executors\FunctionExecutor.csMicrosoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: 470)
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.ThrowForNonSuccess (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.GetResult (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<ExecuteWithLoggingAsync>d__19.MoveNext (Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: C:\projects\azure-webjobs-sdk-rqm4t\src\Microsoft.Azure.WebJobs.Host\Executors\FunctionExecutor.csMicrosoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: 278)
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<ExecuteWithLoggingAsync>d__19.MoveNext (Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: C:\projects\azure-webjobs-sdk-rqm4t\src\Microsoft.Azure.WebJobs.Host\Executors\FunctionExecutor.csMicrosoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: 325)
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.ThrowForNonSuccess (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at System.Runtime.CompilerServices.TaskAwaiter`1.GetResult (System.Private.CoreLib, Version=4.0.0.0, Culture=neutral, PublicKeyToken=7cec85d7bea7798e)
at Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor+<TryExecuteAsyncCore>d__16.MoveNext (Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35Microsoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: C:\projects\azure-webjobs-sdk-rqm4t\src\Microsoft.Azure.WebJobs.Host\Executors\FunctionExecutor.csMicrosoft.Azure.WebJobs.Host, Version=3.0.17.0, Culture=neutral, PublicKeyToken=31bf3856ad364e35: 117)

Код, который я разработал с использованием Python:

import logging
import json
import os
import snowflake.connector
from azure.common.credentials import ServicePrincipalCredentials

# packages for reading blob (private key p8 file)
from azure.storage.blob import BlobServiceClient
from azure.core._match_conditions import MatchConditions

# packages to decrypt private key
from cryptography.hazmat.backends import default_backend
from cryptography.hazmat.primitives.asymmetric import rsa
from cryptography.hazmat.primitives.asymmetric import dsa
from cryptography.hazmat.primitives import serialization
import azure.functions as func


def execute_process(sourcecode, sourcefilename):
try:
    # storage connection string where Private Key p8 file is stored
    storage_conn = os.getenv("RsaStorage")
    # open service client to interact with storage
    blob_service_client = BlobServiceClient.from_connection_string(
        storage_conn)
    # get blob stored in container get_blob_client(container,blob)
    file_client = blob_service_client.get_blob_client(
        "access-files", "rsa/rsa_key.p8")
    # download blob to a variable
    f = file_client.download_blob()
    # get content of blob into key variable
    key = f._current_content
    # decrypt private key (obtained above) using private key password
    p_key = serialization.load_pem_private_key(
        key,
        password=os.environ["PRIVATE_KEY_PASSPHRASE"].encode(),
        backend=default_backend(),
    )
    # read private key bytes
    pkb = p_key.private_bytes(
        encoding=serialization.Encoding.DER,
        format=serialization.PrivateFormat.PKCS8,
        encryption_algorithm=serialization.NoEncryption(),
    )
    # create a Snowflake connection string
    conn = snowflake.connector.connect(user=os.getenv("user"),
                                       account=os.environ["account"],
                                       private_key=pkb,
                                       warehouse=os.environ["warehouse"],
                                       database=os.environ["database"],
                                       schema=os.environ["schema"],
                                       role=os.environ["role"])
    queryToExecute = ""
    # execute Snowflake query
    if sourcecode.upper() == "con1":
        queryToExecute = f"CALL Procedure1(NULL,'{sourcecode}','{sourcefilename}');"
    elif sourcecode.upper() == "con2":
        queryToExecute = f"CALL Procedure2(NULL,'{sourcecode}','{sourcefilename}');"
    elif sourcecode.upper() == "con3":
        queryToExecute = f"CALL procedure3(NULL,'{sourcecode}','{sourcefilename}');"
    if queryToExecute != "":
        for retMsg in conn.cursor().execute(queryToExecute):
            logging.info(
                "\nMessage returned from procedure : {0}".format(retMsg))
    else:
        logging.info(f"No query to execute for blob: {0}", sourcefilename)
except Exception as ex:
    raise Exception(ex)


def main(msg: func.QueueMessage) -> None:
try:
    result = json.loads(msg.get_body().decode('utf-8'))
    subject = result["subject"]
    blob_name = subject[subject.rindex("/") + 1:]
    sourcefilename = subject[subject.index("incoming/"):]
    sourcecode = blob_name[blob_name.rindex(".") + 1:]
    logging.info('PharmacyDataLoader function started processing: %s',
                 blob_name)
    execute_process(sourcecode, sourcefilename)
    logging.info(f"completed PharmacyDataLoader function for {blob_name}")
except Exception as ex:
    logging.error(
        f"PharmacyDataLoader function failed to process {subject} with error {ex}"
    )

Любая помощь в решении этой проблемы?

1 ответ

Функция Azure в премиальном плане поддерживает гарантированные 60 минут в Premium Plan. которую вы можете попробовать.

Однако я бы порекомендовал вам подумать об использовании фреймворка "Долговечные функции", который позволяет разделить ваши задания на более мелкие ненужные части.

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