/
retry_errors.rb
413 lines (351 loc) · 13.4 KB
/
retry_errors.rb
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require 'set'
require_relative 'retries/error_inspector'
require_relative 'retries/retry_quota'
require_relative 'retries/client_rate_limiter'
require_relative 'retries/clock_skew'
module Aws
module Plugins
# @api private
class RetryErrors < Seahorse::Client::Plugin
# BEGIN LEGACY OPTIONS
EQUAL_JITTER = ->(delay) { (delay / 2) + Kernel.rand(0..(delay / 2)) }
FULL_JITTER = ->(delay) { Kernel.rand(0..delay) }
NO_JITTER = ->(delay) { delay }
JITTERS = {
none: NO_JITTER,
equal: EQUAL_JITTER,
full: FULL_JITTER
}
JITTERS.default_proc = lambda { |h, k|
raise KeyError,
"#{k} is not a named jitter function. Must be one of #{h.keys}"
}
DEFAULT_BACKOFF = lambda do |c|
delay = 2**c.retries * c.config.retry_base_delay
if (c.config.retry_max_delay || 0) > 0
delay = [delay, c.config.retry_max_delay].min
end
jitter = c.config.retry_jitter
jitter = JITTERS[jitter] if jitter.is_a?(Symbol)
delay = jitter.call(delay) if jitter
Kernel.sleep(delay)
end
option(
:retry_limit,
default: 3,
doc_type: Integer,
docstring: <<-DOCS)
The maximum number of times to retry failed requests. Only
~ 500 level server errors and certain ~ 400 level client errors
are retried. Generally, these are throttling errors, data
checksum errors, networking errors, timeout errors, auth errors,
endpoint discovery, and errors from expired credentials.
This option is only used in the `legacy` retry mode.
DOCS
option(
:retry_max_delay,
default: 0,
doc_type: Integer,
docstring: <<-DOCS)
The maximum number of seconds to delay between retries (0 for no limit)
used by the default backoff function. This option is only used in the
`legacy` retry mode.
DOCS
option(
:retry_base_delay,
default: 0.3,
doc_type: Float,
docstring: <<-DOCS)
The base delay in seconds used by the default backoff function. This option
is only used in the `legacy` retry mode.
DOCS
option(
:retry_jitter,
default: :none,
doc_type: Symbol,
docstring: <<-DOCS)
A delay randomiser function used by the default backoff function.
Some predefined functions can be referenced by name - :none, :equal, :full,
otherwise a Proc that takes and returns a number. This option is only used
in the `legacy` retry mode.
@see https://www.awsarchitectureblog.com/2015/03/backoff.html
DOCS
option(
:retry_backoff,
default: DEFAULT_BACKOFF,
doc_type: Proc,
docstring: <<-DOCS)
A proc or lambda used for backoff. Defaults to 2**retries * retry_base_delay.
This option is only used in the `legacy` retry mode.
DOCS
# END LEGACY OPTIONS
option(
:retry_mode,
default: 'legacy',
doc_type: String,
docstring: <<-DOCS) do |cfg|
Specifies which retry algorithm to use. Values are:
* `legacy` - The pre-existing retry behavior. This is default value if
no retry mode is provided.
* `standard` - A standardized set of retry rules across the AWS SDKs.
This includes support for retry quotas, which limit the number of
unsuccessful retries a client can make.
* `adaptive` - An experimental retry mode that includes all the
functionality of `standard` mode along with automatic client side
throttling. This is a provisional mode that may change behavior
in the future.
DOCS
resolve_retry_mode(cfg)
end
option(
:max_attempts,
default: 3,
doc_type: Integer,
docstring: <<-DOCS) do |cfg|
An integer representing the maximum number attempts that will be made for
a single request, including the initial attempt. For example,
setting this value to 5 will result in a request being retried up to
4 times. Used in `standard` and `adaptive` retry modes.
DOCS
resolve_max_attempts(cfg)
end
option(
:adaptive_retry_wait_to_fill,
default: true,
doc_type: 'Boolean',
docstring: <<-DOCS) do |cfg|
Used only in `adaptive` retry mode. When true, the request will sleep
until there is sufficent client side capacity to retry the request.
When false, the request will raise a `RetryCapacityNotAvailableError` and will
not retry instead of sleeping.
DOCS
resolve_adaptive_retry_wait_to_fill(cfg)
end
option(
:correct_clock_skew,
default: true,
doc_type: 'Boolean',
docstring: <<-DOCS) do |cfg|
Used only in `standard` and adaptive retry modes. Specifies whether to apply
a clock skew correction and retry requests with skewed client clocks.
DOCS
resolve_correct_clock_skew(cfg)
end
# @api private undocumented
option(:client_rate_limiter) { Retries::ClientRateLimiter.new }
# @api private undocumented
option(:retry_quota) { Retries::RetryQuota.new }
# @api private undocumented
option(:clock_skew) { Retries::ClockSkew.new }
def self.resolve_retry_mode(cfg)
value = ENV['AWS_RETRY_MODE'] ||
Aws.shared_config.retry_mode(profile: cfg.profile) ||
'legacy'
# Raise if provided value is not one of the retry modes
if value != 'legacy' && value != 'standard' && value != 'adaptive'
raise ArgumentError,
'Must provide either `legacy`, `standard`, or `adaptive` for '\
'retry_mode profile option or for ENV[\'AWS_RETRY_MODE\']'
end
value
end
def self.resolve_max_attempts(cfg)
value = (ENV['AWS_MAX_ATTEMPTS'] && ENV['AWS_MAX_ATTEMPTS'].to_i) ||
Aws.shared_config.max_attempts(profile: cfg.profile) ||
3
# Raise if provided value is not a positive integer
if !value.is_a?(Integer) || value <= 0
raise ArgumentError,
'Must provide a positive integer for max_attempts profile '\
'option or for ENV[\'AWS_MAX_ATTEMPTS\']'
end
value
end
def self.resolve_adaptive_retry_wait_to_fill(cfg)
value = ENV['AWS_ADAPTIVE_RETRY_WAIT_TO_FILL'] ||
Aws.shared_config.adaptive_retry_wait_to_fill(profile: cfg.profile) ||
'true'
# Raise if provided value is not true or false
if value != 'true' && value != 'false'
raise ArgumentError,
'Must provide either `true` or `false` for '\
'adaptive_retry_wait_to_fill profile option or for '\
'ENV[\'AWS_ADAPTIVE_RETRY_WAIT_TO_FILL\']'
end
value == 'true'
end
def self.resolve_correct_clock_skew(cfg)
value = ENV['AWS_CORRECT_CLOCK_SKEW'] ||
Aws.shared_config.correct_clock_skew(profile: cfg.profile) ||
'true'
# Raise if provided value is not true or false
if value != 'true' && value != 'false'
raise ArgumentError,
'Must provide either `true` or `false` for '\
'correct_clock_skew profile option or for '\
'ENV[\'AWS_CORRECT_CLOCK_SKEW\']'
end
value == 'true'
end
class Handler < Seahorse::Client::Handler
# Max backoff (in seconds)
MAX_BACKOFF = 20
def call(context)
context.metadata[:retries] ||= {}
config = context.config
get_send_token(config)
add_retry_headers(context)
response = @handler.call(context)
error_inspector = Retries::ErrorInspector.new(
response.error, response.context.http_response.status_code
)
request_bookkeeping(context, response, error_inspector)
if error_inspector.endpoint_discovery?(context)
key = config.endpoint_cache.extract_key(context)
config.endpoint_cache.delete(key)
end
# Clock correction needs to be updated from the response even when
# the request is not retryable but should only be updated
# in the case of clock skew errors
if error_inspector.clock_skew?(context)
config.clock_skew.update_clock_correction(context)
end
# Estimated skew needs to be updated on every request
config.clock_skew.update_estimated_skew(context)
return response unless retryable?(context, response, error_inspector)
return response if context.retries >= config.max_attempts - 1
context.metadata[:retries][:capacity_amount] =
config.retry_quota.checkout_capacity(error_inspector)
return response unless context.metadata[:retries][:capacity_amount] > 0
delay = exponential_backoff(context.retries)
Kernel.sleep(delay)
retry_request(context, error_inspector)
end
private
def get_send_token(config)
# either fail fast or block until a token becomes available
# must be configurable
# need a maximum rate at which we can send requests (max_send_rate)
# is unset until a throttle is seen
if config.retry_mode == 'adaptive'
config.client_rate_limiter.token_bucket_acquire(
1,
config.adaptive_retry_wait_to_fill
)
end
end
# maxsendrate is updated if on adaptive mode and based on response
# retry quota is updated if the request is successful (both modes)
def request_bookkeeping(context, response, error_inspector)
config = context.config
if response.successful?
config.retry_quota.release(
context.metadata[:retries][:capacity_amount]
)
end
if config.retry_mode == 'adaptive'
is_throttling_error = error_inspector.throttling_error?
config.client_rate_limiter.update_sending_rate(is_throttling_error)
end
end
def retryable?(context, response, error_inspector)
return false if response.successful?
error_inspector.retryable?(context) &&
context.http_response.body.respond_to?(:truncate)
end
def exponential_backoff(retries)
# for a transient error, use backoff
[Kernel.rand * 2**retries, MAX_BACKOFF].min
end
def retry_request(context, error)
context.retries += 1
context.config.credentials.refresh! if error.expired_credentials?
context.http_request.body.rewind
context.http_response.reset
call(context)
end
def add_retry_headers(context)
request_pairs = {
'attempt' => context.retries,
'max' => context.config.max_attempts
}
if (ttl = compute_request_ttl(context))
request_pairs['ttl'] = ttl
end
# create the request header
formatted_header = request_pairs.map { |k, v| "#{k}=#{v}" }.join('; ')
context.http_request.headers['amz-sdk-request'] = formatted_header
end
def compute_request_ttl(context)
return if context.operation.async
endpoint = context.http_request.endpoint
estimated_skew = context.config.clock_skew.estimated_skew(endpoint)
if context.config.respond_to?(:http_read_timeout)
read_timeout = context.config.http_read_timeout
end
if estimated_skew && read_timeout
(Time.now.utc + read_timeout + estimated_skew)
.strftime('%Y%m%dT%H%M%SZ')
end
end
end
class LegacyHandler < Seahorse::Client::Handler
def call(context)
response = @handler.call(context)
if response.error
error_inspector = Retries::ErrorInspector.new(
response.error, response.context.http_response.status_code
)
if error_inspector.endpoint_discovery?(context)
key = context.config.endpoint_cache.extract_key(context)
context.config.endpoint_cache.delete(key)
end
retry_if_possible(response, error_inspector)
else
response
end
end
private
def retry_if_possible(response, error_inspector)
context = response.context
if should_retry?(context, error_inspector)
retry_request(context, error_inspector)
else
response
end
end
def retry_request(context, error)
delay_retry(context)
context.retries += 1
context.config.credentials.refresh! if error.expired_credentials?
context.http_request.body.rewind
context.http_response.reset
call(context)
end
def delay_retry(context)
context.config.retry_backoff.call(context)
end
def should_retry?(context, error)
error.retryable?(context) &&
context.retries < retry_limit(context) &&
response_truncatable?(context)
end
def retry_limit(context)
context.config.retry_limit
end
def response_truncatable?(context)
context.http_response.body.respond_to?(:truncate)
end
end
def add_handlers(handlers, config)
if config.retry_mode == 'legacy'
if config.retry_limit > 0
handlers.add(LegacyHandler, step: :sign, priority: 99)
end
else
handlers.add(Handler, step: :sign, priority: 99)
end
end
end
end
end