mirror of
https://github.com/open-telemetry/opentelemetry-python-contrib.git
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Add metrics instrumentation sqlalchemy (#1645)
This commit is contained in:
@ -7,6 +7,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
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## Unreleased
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- Add metrics instrumentation for sqlalchemy
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([#1645](https://github.com/open-telemetry/opentelemetry-python-contrib/pull/1645))
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- Fix exception in Urllib3 when dealing with filelike body.
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([#1399](https://github.com/open-telemetry/opentelemetry-python-contrib/pull/1399))
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@ -34,7 +34,7 @@
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| [opentelemetry-instrumentation-remoulade](./opentelemetry-instrumentation-remoulade) | remoulade >= 0.50 | No
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| [opentelemetry-instrumentation-requests](./opentelemetry-instrumentation-requests) | requests ~= 2.0 | Yes
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| [opentelemetry-instrumentation-sklearn](./opentelemetry-instrumentation-sklearn) | scikit-learn ~= 0.24.0 | No
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| [opentelemetry-instrumentation-sqlalchemy](./opentelemetry-instrumentation-sqlalchemy) | sqlalchemy | No
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| [opentelemetry-instrumentation-sqlalchemy](./opentelemetry-instrumentation-sqlalchemy) | sqlalchemy | Yes
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| [opentelemetry-instrumentation-sqlite3](./opentelemetry-instrumentation-sqlite3) | sqlite3 | No
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| [opentelemetry-instrumentation-starlette](./opentelemetry-instrumentation-starlette) | starlette ~= 0.13.0 | Yes
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| [opentelemetry-instrumentation-system-metrics](./opentelemetry-instrumentation-system-metrics) | psutil >= 5 | No
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@ -105,13 +105,16 @@ from wrapt import wrap_function_wrapper as _w
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from opentelemetry.instrumentation.instrumentor import BaseInstrumentor
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from opentelemetry.instrumentation.sqlalchemy.engine import (
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EngineTracer,
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_get_tracer,
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_wrap_connect,
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_wrap_create_async_engine,
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_wrap_create_engine,
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)
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from opentelemetry.instrumentation.sqlalchemy.package import _instruments
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from opentelemetry.instrumentation.sqlalchemy.version import __version__
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from opentelemetry.instrumentation.utils import unwrap
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from opentelemetry.metrics import get_meter
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from opentelemetry.semconv.metrics import MetricInstruments
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from opentelemetry.trace import get_tracer
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class SQLAlchemyInstrumentor(BaseInstrumentor):
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@ -136,32 +139,47 @@ class SQLAlchemyInstrumentor(BaseInstrumentor):
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An instrumented engine if passed in as an argument or list of instrumented engines, None otherwise.
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"""
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tracer_provider = kwargs.get("tracer_provider")
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tracer = get_tracer(__name__, __version__, tracer_provider)
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meter_provider = kwargs.get("meter_provider")
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meter = get_meter(__name__, __version__, meter_provider)
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connections_usage = meter.create_up_down_counter(
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name=MetricInstruments.DB_CLIENT_CONNECTIONS_USAGE,
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unit="connections",
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description="The number of connections that are currently in state described by the state attribute.",
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)
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enable_commenter = kwargs.get("enable_commenter", False)
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_w(
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"sqlalchemy",
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"create_engine",
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_wrap_create_engine(tracer_provider, enable_commenter),
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_wrap_create_engine(tracer, connections_usage, enable_commenter),
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)
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_w(
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"sqlalchemy.engine",
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"create_engine",
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_wrap_create_engine(tracer_provider, enable_commenter),
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_wrap_create_engine(tracer, connections_usage, enable_commenter),
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)
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_w(
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"sqlalchemy.engine.base",
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"Engine.connect",
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_wrap_connect(tracer_provider),
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_wrap_connect(tracer),
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)
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if parse_version(sqlalchemy.__version__).release >= (1, 4):
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_w(
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"sqlalchemy.ext.asyncio",
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"create_async_engine",
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_wrap_create_async_engine(tracer_provider, enable_commenter),
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_wrap_create_async_engine(
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tracer, connections_usage, enable_commenter
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),
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)
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if kwargs.get("engine") is not None:
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return EngineTracer(
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_get_tracer(tracer_provider),
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tracer,
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kwargs.get("engine"),
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connections_usage,
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kwargs.get("enable_commenter", False),
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kwargs.get("commenter_options", {}),
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)
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@ -170,8 +188,9 @@ class SQLAlchemyInstrumentor(BaseInstrumentor):
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):
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return [
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EngineTracer(
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_get_tracer(tracer_provider),
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tracer,
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engine,
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connections_usage,
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kwargs.get("enable_commenter", False),
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kwargs.get("commenter_options", {}),
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)
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@ -20,9 +20,6 @@ from sqlalchemy.event import ( # pylint: disable=no-name-in-module
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)
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from opentelemetry import trace
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from opentelemetry.instrumentation.sqlalchemy.package import (
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_instrumenting_module_name,
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)
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from opentelemetry.instrumentation.sqlalchemy.version import __version__
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from opentelemetry.instrumentation.sqlcommenter_utils import _add_sql_comment
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from opentelemetry.instrumentation.utils import _get_opentelemetry_values
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@ -44,15 +41,9 @@ def _normalize_vendor(vendor):
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return vendor
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def _get_tracer(tracer_provider=None):
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return trace.get_tracer(
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_instrumenting_module_name,
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__version__,
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tracer_provider=tracer_provider,
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)
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def _wrap_create_async_engine(tracer_provider=None, enable_commenter=False):
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def _wrap_create_async_engine(
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tracer, connections_usage, enable_commenter=False
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):
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# pylint: disable=unused-argument
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def _wrap_create_async_engine_internal(func, module, args, kwargs):
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"""Trace the SQLAlchemy engine, creating an `EngineTracer`
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@ -60,33 +51,26 @@ def _wrap_create_async_engine(tracer_provider=None, enable_commenter=False):
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"""
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engine = func(*args, **kwargs)
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EngineTracer(
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_get_tracer(tracer_provider), engine.sync_engine, enable_commenter
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tracer, engine.sync_engine, connections_usage, enable_commenter
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)
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return engine
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return _wrap_create_async_engine_internal
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def _wrap_create_engine(tracer_provider=None, enable_commenter=False):
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# pylint: disable=unused-argument
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def _wrap_create_engine_internal(func, module, args, kwargs):
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def _wrap_create_engine(tracer, connections_usage, enable_commenter=False):
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def _wrap_create_engine_internal(func, _module, args, kwargs):
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"""Trace the SQLAlchemy engine, creating an `EngineTracer`
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object that will listen to SQLAlchemy events.
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"""
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engine = func(*args, **kwargs)
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EngineTracer(_get_tracer(tracer_provider), engine, enable_commenter)
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EngineTracer(tracer, engine, connections_usage, enable_commenter)
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return engine
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return _wrap_create_engine_internal
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def _wrap_connect(tracer_provider=None):
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tracer = trace.get_tracer(
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_instrumenting_module_name,
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__version__,
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tracer_provider=tracer_provider,
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)
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def _wrap_connect(tracer):
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# pylint: disable=unused-argument
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def _wrap_connect_internal(func, module, args, kwargs):
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with tracer.start_as_current_span(
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@ -107,10 +91,16 @@ class EngineTracer:
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_remove_event_listener_params = []
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def __init__(
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self, tracer, engine, enable_commenter=False, commenter_options=None
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self,
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tracer,
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engine,
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connections_usage,
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enable_commenter=False,
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commenter_options=None,
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):
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self.tracer = tracer
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self.engine = engine
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self.connections_usage = connections_usage
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self.vendor = _normalize_vendor(engine.name)
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self.enable_commenter = enable_commenter
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self.commenter_options = commenter_options if commenter_options else {}
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@ -123,6 +113,49 @@ class EngineTracer:
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engine, "after_cursor_execute", _after_cur_exec
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)
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self._register_event_listener(engine, "handle_error", _handle_error)
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self._register_event_listener(engine, "connect", self._pool_connect)
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self._register_event_listener(engine, "close", self._pool_close)
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self._register_event_listener(engine, "checkin", self._pool_checkin)
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self._register_event_listener(engine, "checkout", self._pool_checkout)
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def _get_pool_name(self):
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return self.engine.pool.logging_name or ""
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def _add_idle_to_connection_usage(self, value):
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self.connections_usage.add(
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value,
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attributes={
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"pool.name": self._get_pool_name(),
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"state": "idle",
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},
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)
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def _add_used_to_connection_usage(self, value):
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self.connections_usage.add(
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value,
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attributes={
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"pool.name": self._get_pool_name(),
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"state": "used",
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},
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)
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def _pool_connect(self, _dbapi_connection, _connection_record):
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self._add_idle_to_connection_usage(1)
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def _pool_close(self, _dbapi_connection, _connection_record):
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self._add_idle_to_connection_usage(-1)
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# Called when a connection returns to the pool.
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def _pool_checkin(self, _dbapi_connection, _connection_record):
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self._add_used_to_connection_usage(-1)
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self._add_idle_to_connection_usage(1)
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# Called when a connection is retrieved from the Pool.
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def _pool_checkout(
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self, _dbapi_connection, _connection_record, _connection_proxy
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):
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self._add_idle_to_connection_usage(-1)
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self._add_used_to_connection_usage(1)
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@classmethod
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def _register_event_listener(cls, target, identifier, func, *args, **kw):
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@ -153,9 +186,8 @@ class EngineTracer:
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return self.vendor
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return " ".join(parts)
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# pylint: disable=unused-argument
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def _before_cur_exec(
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self, conn, cursor, statement, params, context, executemany
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self, conn, cursor, statement, params, context, _executemany
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):
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attrs, found = _get_attributes_from_url(conn.engine.url)
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if not found:
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@ -12,6 +12,6 @@
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# See the License for the specific language governing permissions and
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# limitations under the License.
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_instrumenting_module_name = "opentelemetry.instrumentation.sqlalchemy"
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_instruments = ("sqlalchemy",)
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_supports_metrics = True
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@ -0,0 +1,159 @@
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# Copyright The OpenTelemetry Authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import sqlalchemy
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from sqlalchemy.pool import QueuePool
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from opentelemetry.instrumentation.sqlalchemy import SQLAlchemyInstrumentor
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from opentelemetry.test.test_base import TestBase
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class TestSqlalchemyMetricsInstrumentation(TestBase):
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def setUp(self):
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super().setUp()
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SQLAlchemyInstrumentor().instrument(
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tracer_provider=self.tracer_provider,
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)
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def tearDown(self):
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super().tearDown()
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SQLAlchemyInstrumentor().uninstrument()
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def assert_pool_idle_used_expected(self, pool_name, idle, used):
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metrics = self.get_sorted_metrics()
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self.assertEqual(len(metrics), 1)
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self.assert_metric_expected(
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metrics[0],
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[
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self.create_number_data_point(
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value=idle,
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attributes={"pool.name": pool_name, "state": "idle"},
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),
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self.create_number_data_point(
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value=used,
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attributes={"pool.name": pool_name, "state": "used"},
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),
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],
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)
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def test_metrics_one_connection(self):
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pool_name = "pool_test_name"
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engine = sqlalchemy.create_engine(
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"sqlite:///:memory:",
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pool_size=5,
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poolclass=QueuePool,
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pool_logging_name=pool_name,
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)
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metrics = self.get_sorted_metrics()
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self.assertEqual(len(metrics), 0)
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with engine.connect():
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=0, used=1
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)
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# After the connection is closed
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=1, used=0
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)
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def test_metrics_without_pool_name(self):
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pool_name = ""
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engine = sqlalchemy.create_engine(
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"sqlite:///:memory:",
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pool_size=5,
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poolclass=QueuePool,
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)
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metrics = self.get_sorted_metrics()
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self.assertEqual(len(metrics), 0)
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with engine.connect():
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=0, used=1
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)
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# After the connection is closed
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=1, used=0
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)
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def test_metrics_two_connections(self):
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pool_name = "pool_test_name"
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engine = sqlalchemy.create_engine(
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"sqlite:///:memory:",
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pool_size=5,
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poolclass=QueuePool,
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pool_logging_name=pool_name,
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)
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metrics = self.get_sorted_metrics()
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self.assertEqual(len(metrics), 0)
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with engine.connect():
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with engine.connect():
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self.assert_pool_idle_used_expected(pool_name, idle=0, used=2)
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# After the first connection is closed
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self.assert_pool_idle_used_expected(pool_name, idle=1, used=1)
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# After the two connections are closed
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self.assert_pool_idle_used_expected(pool_name, idle=2, used=0)
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def test_metrics_connections(self):
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pool_name = "pool_test_name"
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engine = sqlalchemy.create_engine(
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"sqlite:///:memory:",
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pool_size=5,
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poolclass=QueuePool,
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pool_logging_name=pool_name,
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)
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metrics = self.get_sorted_metrics()
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self.assertEqual(len(metrics), 0)
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with engine.connect():
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with engine.connect():
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=0, used=2
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)
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# After the first connection is closed
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=1, used=1
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)
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# Resume from idle to used
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with engine.connect():
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=0, used=2
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)
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# After the two connections are closed
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self.assert_pool_idle_used_expected(
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pool_name=pool_name, idle=2, used=0
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)
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def test_metric_uninstrument(self):
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SQLAlchemyInstrumentor().uninstrument()
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engine = sqlalchemy.create_engine(
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"sqlite:///:memory:",
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poolclass=QueuePool,
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)
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engine.connect()
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metrics = self.get_sorted_metrics()
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self.assertEqual(len(metrics), 0)
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