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test_programmatic.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 timeit import default_timer
from unittest.mock import Mock, patch
from flask import Flask, request
from opentelemetry import trace
from opentelemetry.instrumentation.flask import FlaskInstrumentor
from opentelemetry.instrumentation.propagators import (
TraceResponsePropagator,
get_global_response_propagator,
set_global_response_propagator,
)
from opentelemetry.instrumentation.wsgi import (
OpenTelemetryMiddleware,
_active_requests_count_attrs,
_duration_attrs,
)
from opentelemetry.sdk.metrics.export import (
HistogramDataPoint,
NumberDataPoint,
)
from opentelemetry.sdk.resources import Resource
from opentelemetry.semconv.trace import SpanAttributes
from opentelemetry.test.wsgitestutil import WsgiTestBase
from opentelemetry.util.http import (
OTEL_INSTRUMENTATION_HTTP_CAPTURE_HEADERS_SANITIZE_FIELDS,
OTEL_INSTRUMENTATION_HTTP_CAPTURE_HEADERS_SERVER_REQUEST,
OTEL_INSTRUMENTATION_HTTP_CAPTURE_HEADERS_SERVER_RESPONSE,
OTEL_INSTRUMENTATION_HTTP_CAPTURE_HEADERS_SERVER_RESPONSE,
OTEL_PYTHON_INSTRUMENTATION_HTTP_CAPTURE_ALL_METHODS,
get_excluded_urls,
)
# pylint: disable=import-error
from .base_test import InstrumentationTest
def expected_attributes(override_attributes):
default_attributes = {
SpanAttributes.HTTP_METHOD: "GET",
SpanAttributes.HTTP_SERVER_NAME: "localhost",
SpanAttributes.HTTP_SCHEME: "http",
SpanAttributes.NET_HOST_PORT: 80,
SpanAttributes.HTTP_HOST: "localhost",
SpanAttributes.HTTP_TARGET: "/",
SpanAttributes.HTTP_FLAVOR: "1.1",
SpanAttributes.HTTP_STATUS_CODE: 200,
}
for key, val in override_attributes.items():
default_attributes[key] = val
return default_attributes
_expected_metric_names = [
"http.server.active_requests",
"http.server.duration",
]
_recommended_attrs = {
"http.server.active_requests": _active_requests_count_attrs,
"http.server.duration": _duration_attrs,
}
class TestProgrammatic(InstrumentationTest, WsgiTestBase):
def setUp(self):
super().setUp()
self.env_patch = patch.dict(
"os.environ",
{
"OTEL_PYTHON_FLASK_EXCLUDED_URLS": "http://localhost/env_excluded_arg/123,env_excluded_noarg"
},
)
self.env_patch.start()
self.exclude_patch = patch(
"opentelemetry.instrumentation.flask._excluded_urls_from_env",
get_excluded_urls("FLASK"),
)
self.exclude_patch.start()
self.app = Flask(__name__)
FlaskInstrumentor().instrument_app(self.app)
self._common_initialization()
def tearDown(self):
super().tearDown()
self.env_patch.stop()
self.exclude_patch.stop()
with self.disable_logging():
FlaskInstrumentor().uninstrument_app(self.app)
def test_instrument_app_and_instrument(self):
FlaskInstrumentor().instrument()
resp = self.client.get("/hello/123")
self.assertEqual(200, resp.status_code)
self.assertEqual([b"Hello: 123"], list(resp.response))
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
FlaskInstrumentor().uninstrument()
def test_uninstrument_app(self):
resp = self.client.get("/hello/123")
self.assertEqual(200, resp.status_code)
self.assertEqual([b"Hello: 123"], list(resp.response))
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
FlaskInstrumentor().uninstrument_app(self.app)
resp = self.client.get("/hello/123")
self.assertEqual(200, resp.status_code)
self.assertEqual([b"Hello: 123"], list(resp.response))
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
def test_uninstrument_app_after_instrument(self):
FlaskInstrumentor().instrument()
FlaskInstrumentor().uninstrument_app(self.app)
resp = self.client.get("/hello/123")
self.assertEqual(200, resp.status_code)
self.assertEqual([b"Hello: 123"], list(resp.response))
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 0)
FlaskInstrumentor().uninstrument()
# pylint: disable=no-member
def test_only_strings_in_environ(self):
"""
Some WSGI servers (such as Gunicorn) expect keys in the environ object
to be strings
OpenTelemetry should adhere to this convention.
"""
nonstring_keys = set()
def assert_environ():
for key in request.environ:
if not isinstance(key, str):
nonstring_keys.add(key)
return "hi"
self.app.route("/assert_environ")(assert_environ)
self.client.get("/assert_environ")
self.assertEqual(nonstring_keys, set())
def test_simple(self):
expected_attrs = expected_attributes(
{
SpanAttributes.HTTP_TARGET: "/hello/123",
SpanAttributes.HTTP_ROUTE: "/hello/<int:helloid>",
}
)
self.client.get("/hello/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertEqual(span_list[0].name, "/hello/<int:helloid>")
self.assertEqual(span_list[0].kind, trace.SpanKind.SERVER)
self.assertEqual(span_list[0].attributes, expected_attrs)
def test_trace_response(self):
orig = get_global_response_propagator()
set_global_response_propagator(TraceResponsePropagator())
response = self.client.get("/hello/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertTraceResponseHeaderMatchesSpan(
response.headers,
span_list[0],
)
set_global_response_propagator(orig)
def test_not_recording(self):
mock_tracer = Mock()
mock_span = Mock()
mock_span.is_recording.return_value = False
mock_tracer.start_span.return_value = mock_span
with patch("opentelemetry.trace.get_tracer") as tracer:
tracer.return_value = mock_tracer
self.client.get("/hello/123")
self.assertFalse(mock_span.is_recording())
self.assertTrue(mock_span.is_recording.called)
self.assertFalse(mock_span.set_attribute.called)
self.assertFalse(mock_span.set_status.called)
def test_404(self):
expected_attrs = expected_attributes(
{
SpanAttributes.HTTP_METHOD: "POST",
SpanAttributes.HTTP_TARGET: "/bye",
SpanAttributes.HTTP_STATUS_CODE: 404,
}
)
resp = self.client.post("/bye")
self.assertEqual(404, resp.status_code)
resp.close()
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertEqual(span_list[0].name, "POST /bye")
self.assertEqual(span_list[0].kind, trace.SpanKind.SERVER)
self.assertEqual(span_list[0].attributes, expected_attrs)
def test_internal_error(self):
expected_attrs = expected_attributes(
{
SpanAttributes.HTTP_TARGET: "/hello/500",
SpanAttributes.HTTP_ROUTE: "/hello/<int:helloid>",
SpanAttributes.HTTP_STATUS_CODE: 500,
}
)
resp = self.client.get("/hello/500")
self.assertEqual(500, resp.status_code)
resp.close()
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertEqual(span_list[0].name, "/hello/<int:helloid>")
self.assertEqual(span_list[0].kind, trace.SpanKind.SERVER)
self.assertEqual(span_list[0].attributes, expected_attrs)
def test_exclude_lists_from_env(self):
self.client.get("/env_excluded_arg/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 0)
self.client.get("/env_excluded_arg/125")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.client.get("/env_excluded_noarg")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.client.get("/env_excluded_noarg2")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
def test_exclude_lists_from_explicit(self):
excluded_urls = "http://localhost/explicit_excluded_arg/123,explicit_excluded_noarg"
app = Flask(__name__)
FlaskInstrumentor().instrument_app(app, excluded_urls=excluded_urls)
client = app.test_client()
client.get("/explicit_excluded_arg/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 0)
client.get("/explicit_excluded_arg/125")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
client.get("/explicit_excluded_noarg")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
client.get("/explicit_excluded_noarg2")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
def test_flask_metrics(self):
start = default_timer()
self.client.get("/hello/123")
self.client.get("/hello/321")
self.client.get("/hello/756")
duration = max(round((default_timer() - start) * 1000), 0)
metrics_list = self.memory_metrics_reader.get_metrics_data()
number_data_point_seen = False
histogram_data_point_seen = False
self.assertTrue(len(metrics_list.resource_metrics) != 0)
for resource_metric in metrics_list.resource_metrics:
self.assertTrue(len(resource_metric.scope_metrics) != 0)
for scope_metric in resource_metric.scope_metrics:
self.assertTrue(len(scope_metric.metrics) != 0)
for metric in scope_metric.metrics:
self.assertIn(metric.name, _expected_metric_names)
data_points = list(metric.data.data_points)
self.assertEqual(len(data_points), 1)
for point in data_points:
if isinstance(point, HistogramDataPoint):
self.assertEqual(point.count, 3)
self.assertAlmostEqual(
duration, point.sum, delta=10
)
histogram_data_point_seen = True
if isinstance(point, NumberDataPoint):
number_data_point_seen = True
for attr in point.attributes:
self.assertIn(
attr, _recommended_attrs[metric.name]
)
self.assertTrue(number_data_point_seen and histogram_data_point_seen)
def test_flask_metric_values(self):
start = default_timer()
self.client.post("/hello/756")
self.client.post("/hello/756")
self.client.post("/hello/756")
duration = max(round((default_timer() - start) * 1000), 0)
metrics_list = self.memory_metrics_reader.get_metrics_data()
for resource_metric in metrics_list.resource_metrics:
for scope_metric in resource_metric.scope_metrics:
for metric in scope_metric.metrics:
for point in list(metric.data.data_points):
if isinstance(point, HistogramDataPoint):
self.assertEqual(point.count, 3)
self.assertAlmostEqual(
duration, point.sum, delta=10
)
if isinstance(point, NumberDataPoint):
self.assertEqual(point.value, 0)
def _assert_basic_metric(self, expected_duration_attributes, expected_requests_count_attributes):
metrics_list = self.memory_metrics_reader.get_metrics_data()
for resource_metric in metrics_list.resource_metrics:
for scope_metrics in resource_metric.scope_metrics:
for metric in scope_metrics.metrics:
for point in list(metric.data.data_points):
if isinstance(point, HistogramDataPoint):
self.assertDictEqual(
expected_duration_attributes,
dict(point.attributes),
)
self.assertEqual(point.count, 1)
elif isinstance(point, NumberDataPoint):
self.assertDictEqual(
expected_requests_count_attributes,
dict(point.attributes),
)
self.assertEqual(point.value, 0)
def test_basic_metric_success(self):
self.client.get("/hello/756")
expected_duration_attributes = {
"http.method": "GET",
"http.host": "localhost",
"http.scheme": "http",
"http.flavor": "1.1",
"http.server_name": "localhost",
"net.host.port": 80,
"http.status_code": 200,
}
expected_requests_count_attributes = {
"http.method": "GET",
"http.host": "localhost",
"http.scheme": "http",
"http.flavor": "1.1",
"http.server_name": "localhost",
}
self._assert_basic_metric(
expected_duration_attributes,
expected_requests_count_attributes,
)
def test_basic_metric_nonstandard_http_method_success(self):
self.client.open("/hello/756", method="NONSTANDARD")
expected_duration_attributes = {
"http.method": "UNKNOWN",
"http.host": "localhost",
"http.scheme": "http",
"http.flavor": "1.1",
"http.server_name": "localhost",
"net.host.port": 80,
"http.status_code": 405,
}
expected_requests_count_attributes = {
"http.method": "UNKNOWN",
"http.host": "localhost",
"http.scheme": "http",
"http.flavor": "1.1",
"http.server_name": "localhost",
}
self._assert_basic_metric(
expected_duration_attributes,
expected_requests_count_attributes,
)
@patch.dict(
"os.environ",
{
OTEL_PYTHON_INSTRUMENTATION_HTTP_CAPTURE_ALL_METHODS: "1",
},
)
def test_basic_metric_nonstandard_http_method_allowed_success(self):
self.client.open("/hello/756", method="NONSTANDARD")
expected_duration_attributes = {
"http.method": "NONSTANDARD",
"http.host": "localhost",
"http.scheme": "http",
"http.flavor": "1.1",
"http.server_name": "localhost",
"net.host.port": 80,
"http.status_code": 405,
}
expected_requests_count_attributes = {
"http.method": "NONSTANDARD",
"http.host": "localhost",
"http.scheme": "http",
"http.flavor": "1.1",
"http.server_name": "localhost",
}
self._assert_basic_metric(
expected_duration_attributes,
expected_requests_count_attributes,
)
def test_metric_uninstrument(self):
self.client.delete("/hello/756")
FlaskInstrumentor().uninstrument_app(self.app)
self.client.delete("/hello/756")
metrics_list = self.memory_metrics_reader.get_metrics_data()
for resource_metric in metrics_list.resource_metrics:
for scope_metric in resource_metric.scope_metrics:
for metric in scope_metric.metrics:
for point in list(metric.data.data_points):
if isinstance(point, HistogramDataPoint):
self.assertEqual(point.count, 1)
class TestProgrammaticHooks(InstrumentationTest, WsgiTestBase):
def setUp(self):
super().setUp()
hook_headers = (
"hook_attr",
"hello otel",
)
def request_hook_test(span, environ):
span.update_name("name from hook")
def response_hook_test(span, environ, response_headers):
span.set_attribute("hook_attr", "hello world")
response_headers.append(hook_headers)
self.app = Flask(__name__)
FlaskInstrumentor().instrument_app(
self.app,
request_hook=request_hook_test,
response_hook=response_hook_test,
)
self._common_initialization()
def tearDown(self):
super().tearDown()
with self.disable_logging():
FlaskInstrumentor().uninstrument_app(self.app)
def test_hooks(self):
expected_attrs = expected_attributes(
{
"http.target": "/hello/123",
"http.route": "/hello/<int:helloid>",
"hook_attr": "hello world",
}
)
resp = self.client.get("/hello/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertEqual(span_list[0].name, "name from hook")
self.assertEqual(span_list[0].attributes, expected_attrs)
self.assertEqual(resp.headers["hook_attr"], "hello otel")
class TestProgrammaticHooksWithoutApp(InstrumentationTest, WsgiTestBase):
def setUp(self):
super().setUp()
hook_headers = (
"hook_attr",
"hello otel without app",
)
def request_hook_test(span, environ):
span.update_name("without app")
def response_hook_test(span, environ, response_headers):
span.set_attribute("hook_attr", "hello world without app")
response_headers.append(hook_headers)
FlaskInstrumentor().instrument(
request_hook=request_hook_test, response_hook=response_hook_test
)
# pylint: disable=import-outside-toplevel,reimported,redefined-outer-name
from flask import Flask
self.app = Flask(__name__)
self._common_initialization()
def tearDown(self):
super().tearDown()
with self.disable_logging():
FlaskInstrumentor().uninstrument()
def test_no_app_hooks(self):
expected_attrs = expected_attributes(
{
"http.target": "/hello/123",
"http.route": "/hello/<int:helloid>",
"hook_attr": "hello world without app",
}
)
resp = self.client.get("/hello/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertEqual(span_list[0].name, "without app")
self.assertEqual(span_list[0].attributes, expected_attrs)
self.assertEqual(resp.headers["hook_attr"], "hello otel without app")
class TestProgrammaticCustomTracerProvider(InstrumentationTest, WsgiTestBase):
def setUp(self):
super().setUp()
resource = Resource.create({"service.name": "flask-api"})
result = self.create_tracer_provider(resource=resource)
tracer_provider, exporter = result
self.memory_exporter = exporter
self.app = Flask(__name__)
FlaskInstrumentor().instrument_app(
self.app, tracer_provider=tracer_provider
)
self._common_initialization()
def tearDown(self):
super().tearDown()
with self.disable_logging():
FlaskInstrumentor().uninstrument_app(self.app)
def test_custom_span_name(self):
self.client.get("/hello/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertEqual(
span_list[0].resource.attributes["service.name"], "flask-api"
)
class TestProgrammaticCustomTracerProviderWithoutApp(
InstrumentationTest, WsgiTestBase
):
def setUp(self):
super().setUp()
resource = Resource.create({"service.name": "flask-api-no-app"})
result = self.create_tracer_provider(resource=resource)
tracer_provider, exporter = result
self.memory_exporter = exporter
FlaskInstrumentor().instrument(tracer_provider=tracer_provider)
# pylint: disable=import-outside-toplevel,reimported,redefined-outer-name
from flask import Flask
self.app = Flask(__name__)
self._common_initialization()
def tearDown(self):
super().tearDown()
with self.disable_logging():
FlaskInstrumentor().uninstrument()
def test_custom_span_name(self):
self.client.get("/hello/123")
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(len(span_list), 1)
self.assertEqual(
span_list[0].resource.attributes["service.name"],
"flask-api-no-app",
)
class TestProgrammaticWrappedWithOtherFramework(
InstrumentationTest, WsgiTestBase
):
def setUp(self):
super().setUp()
self.app = Flask(__name__)
self.app.wsgi_app = OpenTelemetryMiddleware(self.app.wsgi_app)
FlaskInstrumentor().instrument_app(self.app)
self._common_initialization()
def tearDown(self) -> None:
super().tearDown()
with self.disable_logging():
FlaskInstrumentor().uninstrument_app(self.app)
def test_mark_span_internal_in_presence_of_span_from_other_framework(self):
resp = self.client.get("/hello/123")
self.assertEqual(200, resp.status_code)
resp.get_data()
span_list = self.memory_exporter.get_finished_spans()
self.assertEqual(trace.SpanKind.INTERNAL, span_list[0].kind)
self.assertEqual(trace.SpanKind.SERVER, span_list[1].kind)
self.assertEqual(
span_list[0].parent.span_id, span_list[1].context.span_id
)
@patch.dict(
"os.environ",
{
OTEL_INSTRUMENTATION_HTTP_CAPTURE_HEADERS_SANITIZE_FIELDS: ".*my-secret.*",
OTEL_INSTRUMENTATION_HTTP_CAPTURE_HEADERS_SERVER_REQUEST: "Custom-Test-Header-1,Custom-Test-Header-2,Custom-Test-Header-3,Regex-Test-Header-.*,Regex-Invalid-Test-Header-.*,.*my-secret.*",
OTEL_INSTRUMENTATION_HTTP_CAPTURE_HEADERS_SERVER_RESPONSE: "content-type,content-length,my-custom-header,invalid-header,my-custom-regex-header-.*,invalid-regex-header-.*,.*my-secret.*",
},
)
class TestCustomRequestResponseHeaders(InstrumentationTest, WsgiTestBase):
def setUp(self):
super().setUp()
self.app = Flask(__name__)
FlaskInstrumentor().instrument_app(self.app)
self._common_initialization()
def tearDown(self):
super().tearDown()
with self.disable_logging():
FlaskInstrumentor().uninstrument_app(self.app)
def test_custom_request_header_added_in_server_span(self):
headers = {
"Custom-Test-Header-1": "Test Value 1",
"Custom-Test-Header-2": "TestValue2,TestValue3",
"Regex-Test-Header-1": "Regex Test Value 1",
"regex-test-header-2": "RegexTestValue2,RegexTestValue3",
"My-Secret-Header": "My Secret Value",
}
resp = self.client.get("/hello/123", headers=headers)
self.assertEqual(200, resp.status_code)
span = self.memory_exporter.get_finished_spans()[0]
expected = {
"http.request.header.custom_test_header_1": ("Test Value 1",),
"http.request.header.custom_test_header_2": (
"TestValue2,TestValue3",
),
"http.request.header.regex_test_header_1": ("Regex Test Value 1",),
"http.request.header.regex_test_header_2": (
"RegexTestValue2,RegexTestValue3",
),
"http.request.header.my_secret_header": ("[REDACTED]",),
}
self.assertEqual(span.kind, trace.SpanKind.SERVER)
self.assertSpanHasAttributes(span, expected)
def test_custom_request_header_not_added_in_internal_span(self):
tracer = trace.get_tracer(__name__)
with tracer.start_as_current_span("test", kind=trace.SpanKind.SERVER):
headers = {
"Custom-Test-Header-1": "Test Value 1",
"Custom-Test-Header-2": "TestValue2,TestValue3",
"Regex-Test-Header-1": "Regex Test Value 1",
"regex-test-header-2": "RegexTestValue2,RegexTestValue3",
"My-Secret-Header": "My Secret Value",
}
resp = self.client.get("/hello/123", headers=headers)
self.assertEqual(200, resp.status_code)
span = self.memory_exporter.get_finished_spans()[0]
not_expected = {
"http.request.header.custom_test_header_1": ("Test Value 1",),
"http.request.header.custom_test_header_2": (
"TestValue2,TestValue3",
),
"http.request.header.regex_test_header_1": (
"Regex Test Value 1",
),
"http.request.header.regex_test_header_2": (
"RegexTestValue2,RegexTestValue3",
),
"http.request.header.my_secret_header": ("[REDACTED]",),
}
self.assertEqual(span.kind, trace.SpanKind.INTERNAL)
for key, _ in not_expected.items():
self.assertNotIn(key, span.attributes)
def test_custom_response_header_added_in_server_span(self):
resp = self.client.get("/test_custom_response_headers")
self.assertEqual(resp.status_code, 200)
span = self.memory_exporter.get_finished_spans()[0]
expected = {
"http.response.header.content_type": (
"text/plain; charset=utf-8",
),
"http.response.header.content_length": ("13",),
"http.response.header.my_custom_header": (
"my-custom-value-1,my-custom-header-2",
),
"http.response.header.my_custom_regex_header_1": (
"my-custom-regex-value-1,my-custom-regex-value-2",
),
"http.response.header.my_custom_regex_header_2": (
"my-custom-regex-value-3,my-custom-regex-value-4",
),
"http.response.header.my_secret_header": ("[REDACTED]",),
}
self.assertEqual(span.kind, trace.SpanKind.SERVER)
self.assertSpanHasAttributes(span, expected)
def test_custom_response_header_not_added_in_internal_span(self):
tracer = trace.get_tracer(__name__)
with tracer.start_as_current_span("test", kind=trace.SpanKind.SERVER):
resp = self.client.get("/test_custom_response_headers")
self.assertEqual(resp.status_code, 200)
span = self.memory_exporter.get_finished_spans()[0]
not_expected = {
"http.response.header.content_type": (
"text/plain; charset=utf-8",
),
"http.response.header.content_length": ("13",),
"http.response.header.my_custom_header": (
"my-custom-value-1,my-custom-header-2",
),
"http.response.header.my_custom_regex_header_1": (
"my-custom-regex-value-1,my-custom-regex-value-2",
),
"http.response.header.my_custom_regex_header_2": (
"my-custom-regex-value-3,my-custom-regex-value-4",
),
"http.response.header.my_secret_header": ("[REDACTED]",),
}
self.assertEqual(span.kind, trace.SpanKind.INTERNAL)
for key, _ in not_expected.items():
self.assertNotIn(key, span.attributes)