RetryParams is provided by the GCS client library contained in src/cloudstorage . This class lets you change default settings used to handle timeouts and retries.

Introduction

The GCS client library uses default settings for handling timeouts and retries during attempts to contact GCS servers. This class allows you to change those settings, either on an application-wide basis, or for a specific invocation of a GCS client library function ( delete , listbucket , open< , stat ). You need change only the specific setting you are interested in, as all other settings are retained unless explicitly overwritten. Each RetryParams instance is unique per thread and per request.

To change a default setting application-wide, you create a RetryParams object, specify whatever settings you wish to change, and supply this object to the cloudstorage.set_default_retry_params() function as follows:

my_default_retry_params = cloudstorage.RetryParams(initial_delay=0.2,
                                      max_delay=5.0,
                                      backoff_factor=2,
                                      max_retry_period=15)
cloudstorage.set_default_retry_params(my_default_retry_params)

To change default settings for a specific function invocation only, create a RetryParams object and supply it directly to the function in its retry_params parameter, as follows:

write_retry_params = cloudstorage.RetryParams(backoff_factor=1.1)
gcs_file = cloudstorage.open(filename,
                    'w',
                    content_type='text/plain',
                    options={'x-goog-meta-foo': 'foo',
                             'x-goog-meta-bar': 'bar'},
                    retry_params=write_retry_params)

This has no affect on the default settings used by the app or by other function invocations.

Instance Properties

A RetryParams instance has the following properties:

initial_delay

The number of seconds to delay before a retry. Delay helps distribute load at the GCS server.

backoff_factor

The exponential back-off multiplier, used to determine optimal processing rate. For a description and recommendations for setting this value, see the Google Cloud Storage documentation on backoff

max_delay

The maximum number of seconds to wait between retries.

min_retries

The minimum number of times to retry.

max_retries

The maximum number of times to retry. Set this value to 0 if you don't want any retries.

max_retry_period

The maximum number of seconds that can be spent on all retries of a given request. Retry stops when this period passed AND min_retries has been attempted.

urlfetch_timeout

The number of seconds to wait for UrlFetch to contact the GCS servers before returning a timeout error. By default, this is set to None , which means use the default UrlFetch deadline which is five seconds. You can set this to any value up to a maximum of 60 seconds.

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