o `۷iA @s>ddlZddlmZddlmZmZmZmZGdddZdS)N)RLock)AnyCallableDictListc@speZdZdZddZdededeeegefddfd d Zd ed ed e fddZ de efddZ dddZ dS)EventSummarizerz@Utility that aggregates related log messages to reduce log spam.cCsi|_g|_i|_t|_dS)N) events_by_keymessages_to_sendthrottled_messagesrlock)selfr ^/home/ubuntu/vllm_env/lib/python3.10/site-packages/ray/autoscaler/_private/event_summarizer.py__init__ s zEventSummarizer.__init__templatequantity aggregatereturnNcCsz|j0|ds |d7}||jvr||j|||j|<n ||j|<WddSWddS1s6wYdS)ayAdd a log message, which will be combined by template. Args: template: Format string with one placeholder for quantity. quantity: Quantity to aggregate. aggregate: Aggregation function used to combine the quantities. The result is inserted into the template to produce the final log message. .N)r endswithr)r rrrr r radds    "zEventSummarizer.addmessagekey interval_scCsd|j%||jvr t||j|<|j|WddSWddS1s+wYdS)zAdd a log message, which is throttled once per interval by a key. Args: message: The message to log. key: The key to use to deduplicate the message. interval_s: Throttling interval in seconds. N)r r timer append)r rrrr r radd_once_per_interval,s "z%EventSummarizer.add_once_per_intervalcCs`|j#g}|jD] \}}|||q ||jWd|S1s)wY|S)z8Generate the aggregated log summary of all added events.N)r ritemsrformatextendr )r outrrr r rsummary9s zEventSummarizer.summarycCsl|j)|j|jt|jD]\}}t|kr#|j|=qWddS1s/wYdS)zClear the events added.N)r rclearr listr rr)r ktr r rr"Bs   "zEventSummarizer.clear)rN)__name__ __module__ __qualname____doc__rstrrrrintrrr!r"r r r rrs    r) r threadingrtypingrrrrrr r r rs