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package Algorithm::Backoff; |
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our $DATE = '2019-06-18'; # DATE |
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our $VERSION = '0.007'; # VERSION |
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2895
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use 5.010001; |
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use strict 'subs', 'vars'; |
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use warnings; |
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use Time::HiRes qw(time); |
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our %SPEC; |
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our %attr_consider_actual_delay = ( |
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consider_actual_delay => { |
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summary => 'Whether to consider actual delay', |
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schema => ['bool*'], |
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default => 0, |
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tags => ['common'], |
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description => <<'_', |
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If set to true, will take into account the actual delay (timestamp difference). |
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For example, when using the Constant strategy of delay=2, you log failure() |
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again right after the previous failure() (i.e. specify the same timestamp). |
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failure() will then return ~2+2 = 4 seconds. On the other hand, if you waited 2 |
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seconds before calling failure() again (i.e. specify the timestamp that is 2 |
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seconds larger than the previous timestamp), failure() will return 2 seconds. |
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And if you waited 4 seconds or more, failure() will return 0. |
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_ |
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}, |
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); |
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our %attr_max_actual_duration = ( |
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max_actual_duration => { |
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summary => 'Maximum number of seconds for all of the attempts (0 means unlimited)', |
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schema => ['ufloat*'], |
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default => 0, |
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tags => ['common'], |
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description => <<'_', |
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If set to a positive number, will limit the number of seconds for all of the |
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attempts. This setting is used to limit the amount of time you are willing to |
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spend on a task. For example, when using the Exponential strategy of |
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initial_delay=3 and max_attempts=10, the delays will be 3, 6, 12, 24, ... If |
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failures are logged according to the suggested delays, and max_actual_duration |
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is set to 21 seconds, then the third failure() will return -1 instead of 24 |
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because 3+6+12 >= 21, even though max_attempts has not been exceeded. |
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_ |
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}, |
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); |
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our %attr_max_attempts = ( |
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max_attempts => { |
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summary => 'Maximum number consecutive failures before giving up', |
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schema => 'uint*', |
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default => 0, |
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tags => ['common'], |
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description => <<'_', |
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0 means to retry endlessly without ever giving up. 1 means to give up after a |
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single failure (i.e. no retry attempts). 2 means to retry once after a failure. |
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Note that after a success, the number of attempts is reset (as expected). So if |
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max_attempts is 3, and if you fail twice then succeed, then on the next failure |
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the algorithm will retry again for a maximum of 3 times. |
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_ |
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}, |
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); |
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our %attr_jitter_factor = ( |
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jitter_factor => { |
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summary => 'How much to add randomness', |
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schema => ['float*', between=>[0, 0.5]], |
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tags => ['common'], |
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description => <<'_', |
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If you set this to a value larger than 0, the actual delay will be between a |
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random number between original_delay * (1-jitter_factor) and original_delay * |
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(1+jitter_factor). Jitters are usually added to avoid so-called "thundering |
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herd" problem. |
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The jitter will be applied to delay on failure as well as on success. |
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86
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_ |
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}, |
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); |
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our %attr_delay_on_success = ( |
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delay_on_success => { |
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summary => 'Number of seconds to wait after a success', |
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schema => 'ufloat*', |
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default => 0, |
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}, |
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); |
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our %attr_max_delay = ( |
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max_delay => { |
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summary => 'Maximum delay time, in seconds', |
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schema => 'ufloat*', |
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tags => ['common'], |
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}, |
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); |
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our %attr_min_delay = ( |
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min_delay => { |
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summary => 'Maximum delay time, in seconds', |
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schema => 'ufloat*', |
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default => 0, |
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tags => ['common'], |
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}, |
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); |
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115
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our %attr_initial_delay = ( |
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initial_delay => { |
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summary => 'Initial delay for the first attempt after failure, '. |
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'in seconds', |
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schema => 'ufloat*', |
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req => 1, |
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}, |
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); |
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our %attr_delay_multiple_on_failure = ( |
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delay_multiple_on_failure => { |
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summary => 'How much to multiple previous delay, upon failure (e.g. 1.5)', |
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schema => 'ufloat*', |
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req => 1, |
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}, |
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); |
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132
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our %attr_delay_multiple_on_success = ( |
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delay_multiple_on_success => { |
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summary => 'How much to multiple previous delay, upon success (e.g. 0.5)', |
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schema => 'ufloat*', |
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req => 1, |
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}, |
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); |
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140
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our %attr_delay_increment_on_failure = ( |
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delay_increment_on_failure => { |
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summary => 'How much to add to previous delay, in seconds, upon failure (e.g. 5)', |
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schema => 'float*', |
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req => 1, |
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}, |
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); |
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148
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our %attr_delay_increment_on_success = ( |
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delay_increment_on_success => { |
150
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summary => 'How much to add to previous delay, in seconds, upon success (e.g. -5)', |
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schema => 'float*', |
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req => 1, |
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}, |
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); |
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156
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$SPEC{new} = { |
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v => 1.1, |
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is_class_meth => 1, |
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is_func => 0, |
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args => { |
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%attr_max_attempts, |
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%attr_jitter_factor, |
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}, |
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result_naked => 1, |
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result => { |
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schema => 'obj*', |
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}, |
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}; |
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sub new { |
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18
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1
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19868
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my ($class, %args) = @_; |
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172
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18
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27
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my $attrspec = ${"$class\::SPEC"}{new}{args}; |
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173
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174
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# check known attributes |
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55
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for my $arg (keys %args) { |
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112
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$arg =~ /\A(_start_timestamp)\z/ and next; |
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$attrspec->{$arg} or die "$class: Unknown attribute '$arg'"; |
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} |
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# check required attributes and set default |
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18
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61
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for my $attr (keys %$attrspec) { |
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100
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258
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if ($attrspec->{$attr}{req}) { |
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exists($args{$attr}) |
183
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or die "$class: Missing required attribute '$attr'"; |
184
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} |
185
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232
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if (exists $attrspec->{$attr}{default}) { |
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227
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$args{$attr} //= $attrspec->{$attr}{default}; |
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} |
188
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} |
189
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18
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40
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$args{_attempts} = 0; |
190
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18
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66
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143
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$args{_start_timestamp} //= time(); |
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61
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bless \%args, $class; |
192
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} |
193
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194
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sub _consider_actual_delay { |
195
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5
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5
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8
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my ($self, $delay, $timestamp) = @_; |
196
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197
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5
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100
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13
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$self->{_last_delay} //= 0; |
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7
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my $actual_delay = $timestamp - $self->{_last_timestamp}; |
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5
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7
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my $new_delay = $delay + $self->{_last_delay} - $actual_delay; |
200
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6
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$self->{_last_delay} = $new_delay; |
201
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5
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8
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$new_delay; |
202
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} |
203
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204
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sub _add_jitter { |
205
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120
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120
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151
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my ($self, $delay) = @_; |
206
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120
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50
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33
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270
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return $delay unless $delay && $self->{jitter_factor}; |
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120
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175
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my $min = $delay * (1-$self->{jitter_factor}); |
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120
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145
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my $max = $delay * (1+$self->{jitter_factor}); |
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120
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214
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$min + ($max-$min)*rand(); |
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} |
211
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212
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sub _success_or_failure { |
213
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200
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200
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283
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my ($self, $is_success, $timestamp) = @_; |
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215
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200
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100
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315
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$self->{_last_timestamp} //= $timestamp; |
216
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$timestamp >= $self->{_last_timestamp} or |
217
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200
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100
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338
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die ref($self).": Decreasing timestamp ". |
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"($self->{_last_timestamp} -> $timestamp)"; |
219
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220
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199
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100
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448
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my $delay = $is_success ? |
221
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$self->_success($timestamp) : $self->_failure($timestamp); |
222
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223
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$delay = $self->_consider_actual_delay($delay, $timestamp) |
224
|
199
|
100
|
|
|
|
330
|
if $self->{consider_actual_delay}; |
225
|
|
|
|
|
|
|
|
226
|
|
|
|
|
|
|
$delay = $self->_add_jitter($delay) |
227
|
199
|
100
|
|
|
|
322
|
if $self->{jitter_factor}; |
228
|
|
|
|
|
|
|
|
229
|
|
|
|
|
|
|
# keep between max(0, min_delay) and max_delay |
230
|
|
|
|
|
|
|
$delay = $self->{max_delay} |
231
|
199
|
100
|
100
|
|
|
414
|
if defined $self->{max_delay} && $delay > $self->{max_delay}; |
232
|
199
|
100
|
|
|
|
339
|
$delay = 0 if $delay < 0; |
233
|
|
|
|
|
|
|
$delay = $self->{min_delay} |
234
|
199
|
100
|
66
|
|
|
500
|
if defined $self->{min_delay} && $delay < $self->{min_delay}; |
235
|
|
|
|
|
|
|
|
236
|
199
|
|
|
|
|
264
|
$self->{_last_timestamp} = $timestamp; |
237
|
199
|
|
|
|
|
267
|
$self->{_prev_delay} = $delay; |
238
|
199
|
|
|
|
|
463
|
$delay; |
239
|
|
|
|
|
|
|
} |
240
|
|
|
|
|
|
|
|
241
|
|
|
|
|
|
|
sub success { |
242
|
88
|
|
|
88
|
1
|
7654
|
my ($self, $timestamp) = @_; |
243
|
|
|
|
|
|
|
|
244
|
88
|
|
66
|
|
|
159
|
$timestamp //= time(); |
245
|
|
|
|
|
|
|
|
246
|
88
|
|
|
|
|
111
|
$self->{_attempts} = 0; |
247
|
|
|
|
|
|
|
|
248
|
88
|
|
|
|
|
131
|
$self->_success_or_failure(1, $timestamp); |
249
|
|
|
|
|
|
|
} |
250
|
|
|
|
|
|
|
|
251
|
|
|
|
|
|
|
sub failure { |
252
|
116
|
|
|
116
|
1
|
588
|
my ($self, $timestamp) = @_; |
253
|
|
|
|
|
|
|
|
254
|
116
|
|
66
|
|
|
201
|
$timestamp //= time(); |
255
|
|
|
|
|
|
|
|
256
|
|
|
|
|
|
|
return -1 if defined $self->{max_actual_duration} && |
257
|
|
|
|
|
|
|
$self->{max_actual_duration} > 0 && |
258
|
116
|
100
|
66
|
|
|
384
|
$timestamp - $self->{_start_timestamp} >= $self->{max_actual_duration}; |
|
|
|
100
|
|
|
|
|
259
|
|
|
|
|
|
|
|
260
|
115
|
|
|
|
|
151
|
$self->{_attempts}++; |
261
|
|
|
|
|
|
|
return -1 if $self->{max_attempts} && |
262
|
115
|
100
|
100
|
|
|
196
|
$self->{_attempts} >= $self->{max_attempts}; |
263
|
|
|
|
|
|
|
|
264
|
112
|
|
|
|
|
197
|
$self->_success_or_failure(0, $timestamp); |
265
|
|
|
|
|
|
|
} |
266
|
|
|
|
|
|
|
|
267
|
|
|
|
|
|
|
1; |
268
|
|
|
|
|
|
|
# ABSTRACT: Various backoff strategies for retry |
269
|
|
|
|
|
|
|
|
270
|
|
|
|
|
|
|
__END__ |