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track llm_deployment_success_responses

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This commit is contained in:
Ishaan Jaff 2024-08-10 10:05:33 -07:00
parent e4c1fde534
commit e086479fd7
2 changed files with 54 additions and 6 deletions
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57
litellm/integrations/prometheus.py
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@ -35,7 +35,7 @@ class PrometheusLogger(CustomLogger):
self.litellm_llm_api_failed_requests_metric = Counter(
name="litellm_llm_api_failed_requests_metric",
documentation="Total number of failed LLM API calls via litellm",
documentation="Total number of failed LLM API calls via litellm - track fails per API Key, team, user",
labelnames=[
"end_user",
"hashed_api_key",
@ -49,7 +49,7 @@ class PrometheusLogger(CustomLogger):
self.litellm_requests_metric = Counter(
name="litellm_requests_metric",
documentation="Total number of LLM calls to litellm",
documentation="Total number of LLM calls to litellm - track total per API Key, team, user",
labelnames=[
"end_user",
"hashed_api_key",
@ -105,12 +105,16 @@ class PrometheusLogger(CustomLogger):
labelnames=["hashed_api_key", "api_key_alias"],
)
########################################
# LLM API Deployment Metrics / analytics
########################################
# Litellm-Enterprise Metrics
if premium_user is True:
# Remaining Rate Limit for model
self.litellm_remaining_requests_metric = Gauge(
"litellm_remaining_requests",
"remaining requests for model, returned from LLM API Provider",
"LLM Deployment Analytics - remaining requests for model, returned from LLM API Provider",
labelnames=[
"model_group",
"api_provider",
@ -140,7 +144,23 @@ class PrometheusLogger(CustomLogger):
# Metric for deployment state
self.deployment_state = Gauge(
"deployment_state",
"The state of the deployment: 0 = healthy, 1 = partial outage, 2 = complete outage",
"LLM Deployment Analytics - The state of the deployment: 0 = healthy, 1 = partial outage, 2 = complete outage",
labelnames=_logged_llm_labels,
)
self.llm_deployment_success_responses = Counter(
name="llm_deployment_success_responses",
documentation="LLM Deployment Analytics - Total number of successful LLM API calls via litellm",
labelnames=_logged_llm_labels,
)
self.llm_deployment_failure_responses = Counter(
name="llm_deployment_failure_responses",
documentation="LLM Deployment Analytics - Total number of failed LLM API calls via litellm",
labelnames=_logged_llm_labels,
)
self.llm_deployment_total_requests = Counter(
name="llm_deployment_total_requests",
documentation="LLM Deployment Analytics - Total number of LLM API calls via litellm - success + failure",
labelnames=_logged_llm_labels,
)
@ -287,7 +307,6 @@ class PrometheusLogger(CustomLogger):
user_api_team_alias,
user_id,
).inc()
self.set_llm_deployment_failure_metrics(kwargs)
except Exception as e:
verbose_logger.error(
@ -319,6 +338,20 @@ class PrometheusLogger(CustomLogger):
api_provider=llm_provider,
)
self.llm_deployment_failure_responses.labels(
litellm_model_name=litellm_model_name,
model_id=model_id,
api_base=api_base,
api_provider=llm_provider,
).inc()
self.llm_deployment_total_requests.labels(
litellm_model_name=litellm_model_name,
model_id=model_id,
api_base=api_base,
api_provider=llm_provider,
).inc()
pass
except:
pass
@ -378,6 +411,20 @@ class PrometheusLogger(CustomLogger):
api_base=api_base,
api_provider=llm_provider,
)
self.llm_deployment_success_responses.labels(
litellm_model_name=litellm_model_name,
model_id=model_id,
api_base=api_base,
api_provider=llm_provider,
).inc()
self.llm_deployment_total_requests.labels(
litellm_model_name=litellm_model_name,
model_id=model_id,
api_base=api_base,
api_provider=llm_provider,
).inc()
except Exception as e:
verbose_logger.error(
"Prometheus Error: set_llm_deployment_success_metrics. Exception occured - {}".format(