jGUddlZddlmZmZmZmZmZddlmZee e ee efeee ee gdfZ ee d<GddZdS)N)AnyCallableDictOptionalType) TypeAlias OnExitTypeceZdZdefdZddZdeeedeede ddfd Z de fd Z d e d eddfd Zd e d e ddfdZd e de d e ddfdZdee e fddfdZdee e fddfdZd e d e ddfdZdS)MetricsContexton_exitc>||_i|_d|_d|_dS)aQ Use this class as a contextmanager to create a context under which to accumulate a set of metrics, e.g., metrics gathered during a compilation. On exit of the contextmanager, call the provided 'on_exit' function and pass a dictionary of all metrics set during the lifetime of the contextmanager. rN)_on_exit_metrics_start_time_ns_level)selfr s NC:\Projects\Historical\venv\Lib\site-packages\torch/_dynamo/metrics_context.py__init__zMetricsContext.__init__ s%  (* #$ returncz|jdkri|_tj|_|xjdz c_|S)z/ Initialize metrics recording. r)rrtimetime_nsrrs r __enter__zMetricsContext.__enter__s; ;!  DM"&,..D  q  rexc_type exc_value _tracebackNc|xjdzc_|jdksJ|jdkr8tj}||j||j||dSdS)z> At exit, call the provided on_exit function. rrN)rrrrrr)rrrr end_time_nss r__exit__zMetricsContext.__exit__%sw q {a ;!  ,..K MM#[$-9       rc|jdkS)z4 True if we've entered the context. r)rrs r in_progresszMetricsContext.in_progress6s{Qrmetricvaluec|jdkrtd|d||jvr d|j|<|j|xx|z cc<dS)z7 Increment a metric by a given amount. rzCannot increment  outside of a MetricsContextNr RuntimeErrorrrr%r&s r incrementzMetricsContext.increment<sh ;!  W6WWWXX X  & &$%DM& ! f&rc|jdkrtd|d||jvrtd|d||j|<dS)z Set a metric to a given value. Raises if the metric has been assigned previously in the current context. r Cannot set r(zMetric 'z-' has already been set in the current contextNr)r+s rsetzMetricsContext.setFsl ;!  QVQQQRR R T] " "P6PPP !& frkeyc|jdkrtd|d||jvr i|j|<||j||<dS)a= Treats a give metric as a dictionary and set the k and value within it. Note that the metric must be a dictionary or not present. We allow this to be called multiple times (i.e. for features, it's not uncommon for them to be used multiple times within a single compilation). rr.r(Nr))rr%r0r&s r set_key_valuezMetricsContext.set_key_valueSs[ ;!  QVQQQRR R  & &$&DM& !%* fc"""rvaluesc|jdkrtd|j|z}|rtd|d|j|dS)z Set multiple metrics directly. This method does NOT increment. Raises if any metric has been assigned previously in the current context. r1Cannot update metrics outside of a MetricsContextz Metric(s) z- have already been set in the current contextN)rr*rkeysupdate)rr3existings rr7zMetricsContext.updateas ;!  RSS S=%%''&++--7  TXTTT  V$$$$$rc~|jdkrtd|jdkr||dSdS)zA Update, but only when at the outermost context. rr5rN)rr*r7)rr3s r update_outerzMetricsContext.update_outerosM ;!  RSS S ;!   KK       rc|jdkrtd|d||jvrt|j|<|j||dS)z8 Records a metric as a set() of values. rz Cannot add r(N)rr*rr/addr+s r add_to_setzMetricsContext.add_to_setxsi ;!  QVQQQRR R  & &$'EEDM& ! f!!%(((((r)rr )__name__ __module__ __qualname__r rrrr BaseExceptionrr"boolr$strintr,r/r2rr7r:r=rrr r s         4 ./M*   "T ''C'D'''' &# &c &d & & & & +C +c +# +$ + + + + %T#s(^ % % % % % 4S> d    ))S)T))))))rr )rtypingrrrrrtyping_extensionsrrDrCrAr __annotations__r rErrrIs 66666666666666''''''!#tCH~x](;UV  I t)t)t)t)t)t)t)t)t)t)r