我正在将我的任务从AppEngine TaskQueues转换为Google任务。
有问题的是一个小时的cron作业,它检查S3桶是否有新文件。cron作业在找到的每个文件中启动一个新任务。然后,这些任务下载各自的文件,并在其文件中的每个记录中启动一个新任务。
在此过程中,对create_task()
的一些调用似乎在ServiceUnavailable: 503 (任务)中失败了。
这是一个
Traceback (most recent call last):
...
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/src/utils/gc_tasks.py", line 72, in _gc_create_task
_ = _tasks_client.create_task(parent=_queue_path(DEFAULT_QUEUE), task=task)
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/cloud/tasks_v2/gapic/cloud_tasks_client.py", line 1512, in create_task
request, retry=retry, timeout=timeout, metadata=metadata
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/gapic_v1/method.py", line 143, in __call__
return wrapped_func(*args, **kwargs)
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/retry.py", line 273, in retry_wrapped_func
on_error=on_error,
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/retry.py", line 182, in retry_target
return target()
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/timeout.py", line 214, in func_with_timeout
return func(*args, **kwargs)
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/grpc_helpers.py", line 59, in error_remapped_callable
six.raise_from(exceptions.from_grpc_error(exc), exc)
File "/base/alloc/tmpfs/dynamic_runtimes/python27g/ebb3af67a06047b6/python27/python27_lib/versions/third_party/six-1.12.0/six/__init__.py", line 737, in raise_from
raise value
ServiceUnavailable: 503 {
"created":"@1583436423.131570193",
"description":"Delayed close due to in-progress write",
"file":"third_party/apphosting/python/grpcio/v1_0_0/src/core/ext/transport/chttp2/transport/chttp2_transport.c",
"file_line":412,
"grpc_status":14,
"referenced_errors":[{
"created":"@1583436423.131561040",
"description":"OS Error",
"errno":32,
"file":"third_party/apphosting/python/grpcio/v1_0_0/src/core/lib/iomgr/tcp_posix.c",
"file_line":393,
"os_error":"Broken pipe",
"syscall":"sendmsg"}
]}
这是另一个
Traceback (most recent call last):
...
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/src/utils/pt_gc_tasks.py", line 72, in _gc_create_task
_ = _tasks_client.create_task(parent=_queue_path(DEFAULT_QUEUE), task=task)
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/cloud/tasks_v2/gapic/cloud_tasks_client.py", line 1512, in create_task
request, retry=retry, timeout=timeout, metadata=metadata
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/gapic_v1/method.py", line 143, in __call__
return wrapped_func(*args, **kwargs)
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/retry.py", line 273, in retry_wrapped_func
on_error=on_error,
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/retry.py", line 182, in retry_target
return target()
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/timeout.py", line 214, in func_with_timeout
return func(*args, **kwargs)
File "/base/data/home/apps/s~my_project/dev.XXXXXXXXXXXXXXXXXXX/lib/google/api_core/grpc_helpers.py", line 59, in error_remapped_callable
six.raise_from(exceptions.from_grpc_error(exc), exc)
File "/base/alloc/tmpfs/dynamic_runtimes/python27g/ebb3af67a06047b6/python27/python27_lib/versions/third_party/six-1.12.0/six/__init__.py", line 737, in raise_from
raise value
ServiceUnavailable: 503 {
"created":"@1583407622.505288938",
"description":"Endpoint read failed",
"file":"third_party/apphosting/python/grpcio/v1_0_0/src/core/ext/transport/chttp2/transport/chttp2_transport.c",
"file_line":1807,
"grpc_status":14,
"occurred_during_write":0,
"referenced_errors":[{
"created":"@1583407622.505108366",
"description":"Secure read failed",
"file":"third_party/apphosting/python/grpcio/v1_0_0/src/core/lib/security/transport/secure_endpoint.c",
"file_line":158,
"referenced_errors":[{
"created":"@1583407622.505106550",
"description":"Socket closed",
"file":"third_party/apphosting/python/grpcio/v1_0_0/src/core/lib/iomgr/tcp_posix.c",
"file_line":259}
]}
]}
我是不是同时排了太多的队?我能做什么来处理这件事?
发布于 2020-03-13 21:31:31
经过相当多的挖掘,"503服务不可用“似乎是所有GCPs服务在谷歌云SDK上的一个相当常见的错误。
解决方案是启用重试逻辑。google-cloud-core
( google-cloud-tasks
所依赖的)有一个现有的重试机制,但它不是为任务创建而配置的。
retry_codes_name
被设置为non_idempotent
而不是idempotent
"CreateTask": {
"timeout_millis": 10000,
"retry_codes_name": "non_idempotent",
"retry_params_name": "default",
},
我猜这可能会导致重复的任务被排队。但是,如果您指定了任务名,google-cloud-tasks
应该防止这些重复的任务被排队。
因此,我将一个Retry
对象传递给了.create_task()
,而没有为predicate
提供arg,这导致predicate
默认为if_transient_error()
,这将重试以下错误:exceptions.InternalServerError
、exceptions.TooManyRequests
、exceptions.ServiceUnavailable
下面是我创建任务的代码片段
from google.api_core import retry
from google.api_core.exceptions import AlreadyExists
from google.cloud import tasks
_tasks_client = tasks.CloudTasksClient()
def my_create_task_function(my_queue_path, task_object):
try:
_tasks_client.create_task(
parent=my_queue_path,
task=task_object,
retry=retry.Retry( # Copies the default retry config from retry_params in google.cloud.tasks_v2.gapic.cloud_tasks_client_config
initial=.1,
maximum=60,
multiplier=1.3,
deadline=600))
except AlreadyExists:
logging.warn("found existing task")
还有一个记录器,您可以调整它的级别,以便当它实际执行重试时,可以看到log语句。
如果您做了以下操作:
logging.getLogger('google.api_core.retry').setLevel(logging.DEBUG)
然后,当日志启动时,您应该在日志中看到这样的消息:
发布于 2020-03-06 14:43:17
您共享的这两个错误在它们的描述中似乎与文本有不同的原因,但这两个错误实际上都可以链接到队列中的任务超载。
为了解决这个问题,您可以设置一些速率限制来降低负载,或者可以设置重试参数,因为它显然只发生在少数几个任务上。无论选择哪种方式,您都可以找到如何进入云任务配置队列文档。
发布于 2020-03-09 15:21:03
HTTP错误503。如果停止或禁用或暂停相应Wep应用程序的应用程序池,则服务不可用。或者,由于过期密码或锁定,应用程序池的给定用户标识可能无效。
https://stackoverflow.com/questions/60555770
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