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# 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",
)
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