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[MLOB-1009] Auto-Instrument LLM Observability #500

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merged 4 commits into from
Jul 1, 2024
Merged

[MLOB-1009] Auto-Instrument LLM Observability #500

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39cf2c0
add force flush
sabrenner Jun 28, 2024
4144819
add enable to init
sabrenner Jun 28, 2024
18f3be8
move flush to after parent aws span finishes
sabrenner Jun 29, 2024
9c52f42
move flushing to be with other flushes
sabrenner Jul 1, 2024
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11 changes: 11 additions & 0 deletions datadog_lambda/wrapper.py
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Original file line number Diff line number Diff line change
Expand Up @@ -54,6 +54,10 @@
if profiling_env_var:
from ddtrace.profiling import profiler

llmobs_env_var = os.environ.get("DD_LLMOBS_ENABLED", "false").lower() in ("true", "1")
if llmobs_env_var:
from ddtrace.llmobs import LLMObs

logger = logging.getLogger(__name__)

DD_FLUSH_TO_LOG = "DD_FLUSH_TO_LOG"
Expand Down Expand Up @@ -221,6 +225,10 @@ def __init__(self, func):
# Patch third-party libraries for tracing
patch_all()

# Enable LLM Observability
if llmobs_env_var:
LLMObs.enable()

logger.debug("datadog_lambda_wrapper initialized")
except Exception as e:
logger.error(format_err_with_traceback(e))
Expand Down Expand Up @@ -373,6 +381,9 @@ def _after(self, event, context):
# logs api
flush_extension()

if llmobs_env_var:
LLMObs.flush()

if self.encode_authorizer_context and is_authorizer_response(self.response):
self._inject_authorizer_span_headers(
event.get("requestContext", {}).get("requestId")
Expand Down
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