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Add common gen AI utils into opentelemetry-instrumentation
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opentelemetry-instrumentation/src/opentelemetry/instrumentation/genai_utils.py
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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 os import environ | ||
from typing import Mapping | ||
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from opentelemetry.semconv._incubating.attributes import ( | ||
gen_ai_attributes as GenAIAttributes, | ||
) | ||
from opentelemetry.semconv.attributes import ( | ||
error_attributes as ErrorAttributes, | ||
) | ||
from opentelemetry.trace import Span | ||
from opentelemetry.trace.status import Status, StatusCode | ||
from opentelemetry.util.types import AttributeValue | ||
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OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT = ( | ||
"OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT" | ||
) | ||
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def is_content_enabled() -> bool: | ||
capture_content = environ.get( | ||
OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT, "false" | ||
) | ||
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return capture_content.lower() == "true" | ||
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def get_span_name(span_attributes: Mapping[str, AttributeValue]) -> str: | ||
name = span_attributes.get(GenAIAttributes.GEN_AI_OPERATION_NAME, "") | ||
model = span_attributes.get(GenAIAttributes.GEN_AI_REQUEST_MODEL, "") | ||
return f"{name} {model}" | ||
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def handle_span_exception(span: Span, error: Exception) -> None: | ||
span.set_status(Status(StatusCode.ERROR, str(error))) | ||
if span.is_recording(): | ||
span.set_attribute( | ||
ErrorAttributes.ERROR_TYPE, type(error).__qualname__ | ||
) | ||
span.end() |
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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. | ||
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from unittest.mock import patch | ||
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from opentelemetry.instrumentation.genai_utils import ( | ||
OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT, | ||
get_span_name, | ||
handle_span_exception, | ||
is_content_enabled, | ||
) | ||
from opentelemetry.sdk.trace import ReadableSpan | ||
from opentelemetry.test.test_base import TestBase | ||
from opentelemetry.trace.status import StatusCode | ||
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class MyTestException(Exception): | ||
pass | ||
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class TestGenaiUtils(TestBase): | ||
@patch.dict( | ||
"os.environ", | ||
{}, | ||
) | ||
def test_is_content_enabled_default(self): | ||
self.assertFalse(is_content_enabled()) | ||
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def test_is_content_enabled_true(self): | ||
for env_value in "true", "TRUE", "True", "tRue": | ||
with patch.dict( | ||
"os.environ", | ||
{ | ||
OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT: env_value | ||
}, | ||
): | ||
self.assertTrue(is_content_enabled()) | ||
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def test_is_content_enabled_false(self): | ||
for env_value in "false", "FALSE", "False", "fAlse": | ||
with patch.dict( | ||
"os.environ", | ||
{ | ||
OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT: env_value | ||
}, | ||
): | ||
self.assertFalse(is_content_enabled()) | ||
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def test_get_span_name(self): | ||
span_attributes = { | ||
"gen_ai.operation.name": "chat", | ||
"gen_ai.request.model": "mymodel", | ||
} | ||
self.assertEqual(get_span_name(span_attributes), "chat mymodel") | ||
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span_attributes = { | ||
"gen_ai.operation.name": "chat", | ||
} | ||
self.assertEqual(get_span_name(span_attributes), "chat ") | ||
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span_attributes = { | ||
"gen_ai.request.model": "mymodel", | ||
} | ||
self.assertEqual(get_span_name(span_attributes), " mymodel") | ||
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span_attributes = {} | ||
self.assertEqual(get_span_name(span_attributes), " ") | ||
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def test_handle_span_exception(self): | ||
tracer = self.tracer_provider.get_tracer("test_handle_span_exception") | ||
with tracer.start_as_current_span("foo") as span: | ||
handle_span_exception(span, MyTestException()) | ||
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self.assertEqual(len(self.get_finished_spans()), 1) | ||
finished_span: ReadableSpan = self.get_finished_spans()[0] | ||
self.assertEqual(finished_span.name, "foo") | ||
self.assertIs(finished_span.status.status_code, StatusCode.ERROR) | ||
self.assertEqual( | ||
finished_span.attributes["error.type"], "MyTestException" | ||
) |