# Copyright The OpenTelemetry Authors # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Final from opentelemetry.metrics import Histogram, Meter GEN_AI_CLIENT_OPERATION_DURATION: Final = "gen_ai.client.operation.duration" """ GenAI operation duration Instrument: histogram Unit: s """ def create_gen_ai_client_operation_duration(meter: Meter) -> Histogram: """GenAI operation duration""" return meter.create_histogram( name=GEN_AI_CLIENT_OPERATION_DURATION, description="GenAI operation duration", unit="s", ) GEN_AI_CLIENT_TOKEN_USAGE: Final = "gen_ai.client.token.usage" """ Measures number of input and output tokens used Instrument: histogram Unit: {token} """ def create_gen_ai_client_token_usage(meter: Meter) -> Histogram: """Measures number of input and output tokens used""" return meter.create_histogram( name=GEN_AI_CLIENT_TOKEN_USAGE, description="Measures number of input and output tokens used", unit="{token}", ) GEN_AI_SERVER_REQUEST_DURATION: Final = "gen_ai.server.request.duration" """ Generative AI server request duration such as time-to-last byte or last output token Instrument: histogram Unit: s """ def create_gen_ai_server_request_duration(meter: Meter) -> Histogram: """Generative AI server request duration such as time-to-last byte or last output token""" return meter.create_histogram( name=GEN_AI_SERVER_REQUEST_DURATION, description="Generative AI server request duration such as time-to-last byte or last output token", unit="s", ) GEN_AI_SERVER_TIME_PER_OUTPUT_TOKEN: Final = ( "gen_ai.server.time_per_output_token" ) """ Time per output token generated after the first token for successful responses Instrument: histogram Unit: s """ def create_gen_ai_server_time_per_output_token(meter: Meter) -> Histogram: """Time per output token generated after the first token for successful responses""" return meter.create_histogram( name=GEN_AI_SERVER_TIME_PER_OUTPUT_TOKEN, description="Time per output token generated after the first token for successful responses", unit="s", ) GEN_AI_SERVER_TIME_TO_FIRST_TOKEN: Final = "gen_ai.server.time_to_first_token" """ Time to generate first token for successful responses Instrument: histogram Unit: s """ def create_gen_ai_server_time_to_first_token(meter: Meter) -> Histogram: """Time to generate first token for successful responses""" return meter.create_histogram( name=GEN_AI_SERVER_TIME_TO_FIRST_TOKEN, description="Time to generate first token for successful responses", unit="s", )