haystack/test/tracing/test_datadog.py

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import functools
import json
from typing import List, Dict
import ddtrace
import pytest
from _pytest.capture import CaptureFixture
from _pytest.monkeypatch import MonkeyPatch
from haystack.tracing.datadog import DatadogTracer
@pytest.fixture()
def datadog_tracer(monkeypatch: MonkeyPatch) -> ddtrace.Tracer:
# For the purpose of the tests we want to use the log writer
monkeypatch.setattr(ddtrace.Tracer, ddtrace.Tracer._use_log_writer.__name__, lambda *_: True)
tracer = ddtrace.Tracer()
return tracer
def get_traces_from_console(capfd: CaptureFixture) -> List[Dict]:
output = capfd.readouterr().out
parsed = json.loads(output)
nested_traces = parsed["traces"]
flattened = list(functools.reduce(lambda x, y: x + y, nested_traces, []))
return flattened
class TestDatadogTracer:
def test_opentelemetry_tracer(self, datadog_tracer: ddtrace.Tracer, capfd: CaptureFixture) -> None:
tracer = DatadogTracer(datadog_tracer)
with tracer.trace("test") as span:
span.set_tag("key", "value")
traces = get_traces_from_console(capfd)
assert len(traces) == 1
trace = traces[0]
assert trace["name"] == "test"
def test_tagging(self, datadog_tracer: ddtrace.Tracer, capfd: CaptureFixture) -> None:
tracer = DatadogTracer(datadog_tracer)
with tracer.trace("test", tags={"key1": "value1"}) as span:
span.set_tag("key2", "value2")
spans = get_traces_from_console(capfd)
assert len(spans) == 1
assert spans[0]["meta"]["key1"] == "value1"
assert spans[0]["meta"]["key2"] == "value2"
def test_current_span(self, datadog_tracer: ddtrace.Tracer, capfd: CaptureFixture) -> None:
tracer = DatadogTracer(datadog_tracer)
with tracer.trace("test"):
current_span = tracer.current_span()
assert tracer.current_span() is not None
current_span.set_tag("key1", "value1")
raw_span = current_span.raw_span()
assert raw_span is not None
assert isinstance(raw_span, ddtrace.Span)
raw_span.set_tag("key2", "value2")
spans = get_traces_from_console(capfd)
assert len(spans) == 1
assert spans[0]["meta"]["key1"] == "value1"
assert spans[0]["meta"]["key2"] == "value2"
def test_tracing_complex_values(self, datadog_tracer: ddtrace.Tracer, capfd: CaptureFixture) -> None:
tracer = DatadogTracer(datadog_tracer)
with tracer.trace("test") as span:
span.set_tag("key", {"a": 1, "b": [2, 3, 4]})
spans = get_traces_from_console(capfd)
assert len(spans) == 1
assert spans[0]["meta"]["key"] == '{"a": 1, "b": [2, 3, 4]}'