from opentelemetry.instrumentation.lancedb.utils import dont_throw from opentelemetry.semconv.trace import SpanAttributes from opentelemetry import context as context_api from opentelemetry.instrumentation.utils import ( _SUPPRESS_INSTRUMENTATION_KEY, ) from opentelemetry.semconv_ai import SpanAttributes as AISpanAttributes def _with_tracer_wrapper(func): """Helper for providing tracer for wrapper functions.""" def _with_tracer(tracer, to_wrap): def wrapper(wrapped, instance, args, kwargs): return func(tracer, to_wrap, wrapped, instance, args, kwargs) return wrapper return _with_tracer def _set_span_attribute(span, name, value): if value is not None: if value != "": span.set_attribute(name, value) return @_with_tracer_wrapper def _wrap(tracer, to_wrap, wrapped, instance, args, kwargs): """Instruments and calls every function defined in TO_WRAP.""" if context_api.get_value(_SUPPRESS_INSTRUMENTATION_KEY): return wrapped(*args, **kwargs) name = to_wrap.get("span_name") with tracer.start_as_current_span(name) as span: span.set_attribute(SpanAttributes.DB_SYSTEM, "lancedb") span.set_attribute(SpanAttributes.DB_OPERATION, to_wrap.get("method")) if to_wrap.get("method") == "add": _set_add_attributes(span, kwargs) elif to_wrap.get("method") == "search": _set_search_attributes(span, kwargs) elif to_wrap.get("method") == "delete": _set_delete_attributes(span, kwargs) return_value = wrapped(*args, **kwargs) return return_value def _encode_query(_query): _query_str = None if _query: _query_str = str(_query) return _query_str def _count_or_none(obj): if obj: return len(obj) return None @dont_throw def _set_add_attributes(span, kwargs): _set_span_attribute( span, AISpanAttributes.MILVUS_INSERT_DATA_COUNT, _count_or_none(kwargs.get("data")) ) @dont_throw def _set_search_attributes(span, kwargs): _set_span_attribute( span, AISpanAttributes.MILVUS_SEARCH_FILTER, _encode_query(kwargs.get("query")) ) @dont_throw def _set_delete_attributes(span, kwargs): _set_span_attribute( span, AISpanAttributes.CHROMADB_DELETE_WHERE, kwargs.get("where") )