
    i                     j    d Z ddlZddlZddlZda ej                    Zdddddeded	ed
edef
dZ	dS )u   Retry utilities — jittered backoff for decorrelated retries.

Replaces fixed exponential backoff with jittered delays to prevent
thundering-herd retry spikes when multiple sessions hit the same
rate-limited provider concurrently.
    Ng      @g      ^@g      ?)
base_delay	max_delayjitter_ratioattemptr   r   r   returnc                n   t           5  t          dz  at          }ddd           n# 1 swxY w Y   t          d| dz
            }|dk    s|dk    r|}nt          |d|z  z  |          }t	          j                    |dz  z  dz  }t          j        |          }|                    d||z            }	||	z   S )aC  Compute a jittered exponential backoff delay.

    Args:
        attempt: 1-based retry attempt number.
        base_delay: Base delay in seconds for attempt 1.
        max_delay: Maximum delay cap in seconds.
        jitter_ratio: Fraction of computed delay to use as random jitter
            range.  0.5 means jitter is uniform in [0, 0.5 * delay].

    Returns:
        Delay in seconds: min(base * 2^(attempt-1), max_delay) + jitter.

    The jitter decorrelates concurrent retries so multiple sessions
    hitting the same provider don't all retry at the same instant.
       Nr   ?      l   yn< l    )	_jitter_lock_jitter_countermaxmintimetime_nsrandomRandomuniform)
r   r   r   r   tickexponentdelayseedrngjitters
             6/home/ubuntu/.hermes/hermes-agent/agent/retry_utils.pyjittered_backoffr      s    . 
  1               1gk""H2~~qJ!x-0)<< LNNdZ/0J>D
-

C[[L5011F6>s   &**)
__doc__r   	threadingr   r   Lockr   intfloatr        r   <module>r$      s          
 y~ & & && & 	&
 & & & & & & &r#   