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__init__.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.
# pylint: disable=too-many-ancestors
# type: ignore
# FIXME enhance the documentation of this module
"""
This module provides abstract and concrete (but noop) classes that can be used
to generate metrics.
"""
from abc import ABC, abstractmethod
from logging import getLogger
from os import environ
from threading import Lock
from typing import List, Optional, Set, cast
from opentelemetry._metrics.instrument import (
Counter,
DefaultCounter,
DefaultHistogram,
DefaultObservableCounter,
DefaultObservableGauge,
DefaultObservableUpDownCounter,
DefaultUpDownCounter,
Histogram,
ObservableCounter,
ObservableGauge,
ObservableUpDownCounter,
UpDownCounter,
_ProxyCounter,
_ProxyHistogram,
_ProxyInstrument,
_ProxyObservableCounter,
_ProxyObservableGauge,
_ProxyObservableUpDownCounter,
_ProxyUpDownCounter,
)
from opentelemetry.environment_variables import (
_OTEL_PYTHON_METER_PROVIDER as OTEL_PYTHON_METER_PROVIDER,
)
from opentelemetry.util._once import Once
from opentelemetry.util._providers import _load_provider
_logger = getLogger(__name__)
class MeterProvider(ABC):
@abstractmethod
def get_meter(
self,
name,
version=None,
schema_url=None,
) -> "Meter":
pass
class NoOpMeterProvider(MeterProvider):
"""The default MeterProvider used when no MeterProvider implementation is available."""
def get_meter(
self,
name,
version=None,
schema_url=None,
) -> "Meter":
"""Returns a NoOpMeter."""
super().get_meter(name, version=version, schema_url=schema_url)
return NoOpMeter(name, version=version, schema_url=schema_url)
class _ProxyMeterProvider(MeterProvider):
def __init__(self) -> None:
self._lock = Lock()
self._meters: List[_ProxyMeter] = []
self._real_meter_provider: Optional[MeterProvider] = None
def get_meter(
self,
name,
version=None,
schema_url=None,
) -> "Meter":
with self._lock:
if self._real_meter_provider is not None:
return self._real_meter_provider.get_meter(
name, version, schema_url
)
meter = _ProxyMeter(name, version=version, schema_url=schema_url)
self._meters.append(meter)
return meter
def on_set_meter_provider(self, meter_provider: MeterProvider) -> None:
with self._lock:
self._real_meter_provider = meter_provider
for meter in self._meters:
meter.on_set_meter_provider(meter_provider)
class Meter(ABC):
def __init__(self, name, version=None, schema_url=None):
super().__init__()
self._name = name
self._version = version
self._schema_url = schema_url
self._instrument_ids: Set[str] = set()
self._instrument_ids_lock = Lock()
@property
def name(self):
return self._name
@property
def version(self):
return self._version
@property
def schema_url(self):
return self._schema_url
def _check_instrument_id(
self, name: str, type_: type, unit: str, description: str
) -> bool:
"""
Check if an instrument with the same name, type, unit and description
has been registered already.
"""
result = False
instrument_id = ",".join(
[name.strip().lower(), type_.__name__, unit, description]
)
with self._instrument_ids_lock:
if instrument_id in self._instrument_ids:
result = True
else:
self._instrument_ids.add(instrument_id)
return result
@abstractmethod
def create_counter(self, name, unit="", description="") -> Counter:
"""Creates a `Counter` instrument
Args:
name: The name of the instrument to be created
unit: The unit for measurements this instrument reports. For
example, ``By`` for bytes. UCUM units are recommended.
description: A description for this instrument and what it measures.
"""
@abstractmethod
def create_up_down_counter(
self, name, unit="", description=""
) -> UpDownCounter:
"""Creates an `UpDownCounter` instrument
Args:
name: The name of the instrument to be created
unit: The unit for measurements this instrument reports. For
example, ``By`` for bytes. UCUM units are recommended.
description: A description for this instrument and what it measures.
"""
@abstractmethod
def create_observable_counter(
self, name, callback, unit="", description=""
) -> ObservableCounter:
"""Creates an `ObservableCounter` instrument
An observable counter observes a monotonically increasing count by
calling a provided callback which returns multiple
:class:`~opentelemetry._metrics.measurement.Measurement`.
For example, an observable counter could be used to report system CPU
time periodically. Here is a basic implementation::
def cpu_time_callback() -> Iterable[Measurement]:
measurements = []
with open("/proc/stat") as procstat:
procstat.readline() # skip the first line
for line in procstat:
if not line.startswith("cpu"): break
cpu, *states = line.split()
measurements.append(Measurement(int(states[0]) // 100, {"cpu": cpu, "state": "user"}))
measurements.append(Measurement(int(states[1]) // 100, {"cpu": cpu, "state": "nice"}))
measurements.append(Measurement(int(states[2]) // 100, {"cpu": cpu, "state": "system"}))
# ... other states
return measurements
meter.create_observable_counter(
"system.cpu.time",
callback=cpu_time_callback,
unit="s",
description="CPU time"
)
To reduce memory usage, you can use generator callbacks instead of
building the full list::
def cpu_time_callback() -> Iterable[Measurement]:
with open("/proc/stat") as procstat:
procstat.readline() # skip the first line
for line in procstat:
if not line.startswith("cpu"): break
cpu, *states = line.split()
yield Measurement(int(states[0]) // 100, {"cpu": cpu, "state": "user"})
yield Measurement(int(states[1]) // 100, {"cpu": cpu, "state": "nice"})
# ... other states
Alternatively, you can pass a generator directly instead of a callback,
which should return iterables of
:class:`~opentelemetry._metrics.measurement.Measurement`::
def cpu_time_callback(states_to_include: set[str]) -> Iterable[Iterable[Measurement]]:
while True:
measurements = []
with open("/proc/stat") as procstat:
procstat.readline() # skip the first line
for line in procstat:
if not line.startswith("cpu"): break
cpu, *states = line.split()
if "user" in states_to_include:
measurements.append(Measurement(int(states[0]) // 100, {"cpu": cpu, "state": "user"}))
if "nice" in states_to_include:
measurements.append(Measurement(int(states[1]) // 100, {"cpu": cpu, "state": "nice"}))
# ... other states
yield measurements
meter.create_observable_counter(
"system.cpu.time",
callback=cpu_time_callback({"user", "system"}),
unit="s",
description="CPU time"
)
Args:
name: The name of the instrument to be created
callback: A callback that returns an iterable of
:class:`~opentelemetry._metrics.measurement.Measurement`.
Alternatively, can be a generator that yields iterables of
:class:`~opentelemetry._metrics.measurement.Measurement`.
unit: The unit for measurements this instrument reports. For
example, ``By`` for bytes. UCUM units are recommended.
description: A description for this instrument and what it measures.
"""
@abstractmethod
def create_histogram(self, name, unit="", description="") -> Histogram:
"""Creates a `Histogram` instrument
Args:
name: The name of the instrument to be created
unit: The unit for measurements this instrument reports. For
example, ``By`` for bytes. UCUM units are recommended.
description: A description for this instrument and what it measures.
"""
@abstractmethod
def create_observable_gauge(
self, name, callback, unit="", description=""
) -> ObservableGauge:
"""Creates an `ObservableGauge` instrument
Args:
name: The name of the instrument to be created
callback: A callback that returns an iterable of
:class:`~opentelemetry._metrics.measurement.Measurement`.
Alternatively, can be a generator that yields iterables of
:class:`~opentelemetry._metrics.measurement.Measurement`.
unit: The unit for measurements this instrument reports. For
example, ``By`` for bytes. UCUM units are recommended.
description: A description for this instrument and what it measures.
"""
@abstractmethod
def create_observable_up_down_counter(
self, name, callback, unit="", description=""
) -> ObservableUpDownCounter:
"""Creates an `ObservableUpDownCounter` instrument
Args:
name: The name of the instrument to be created
callback: A callback that returns an iterable of
:class:`~opentelemetry._metrics.measurement.Measurement`.
Alternatively, can be a generator that yields iterables of
:class:`~opentelemetry._metrics.measurement.Measurement`.
unit: The unit for measurements this instrument reports. For
example, ``By`` for bytes. UCUM units are recommended.
description: A description for this instrument and what it measures.
"""
class _ProxyMeter(Meter):
def __init__(
self,
name,
version=None,
schema_url=None,
):
super().__init__(name, version=version, schema_url=schema_url)
self._lock = Lock()
self._instruments: List[_ProxyInstrument] = []
self._real_meter: Optional[Meter] = None
def on_set_meter_provider(self, meter_provider: MeterProvider) -> None:
"""Called when a real meter provider is set on the creating _ProxyMeterProvider
Creates a real backing meter for this instance and notifies all created
instruments so they can create real backing instruments.
"""
real_meter = meter_provider.get_meter(
self._name, self._version, self._schema_url
)
with self._lock:
self._real_meter = real_meter
# notify all proxy instruments of the new meter so they can create
# real instruments to back themselves
for instrument in self._instruments:
instrument.on_meter_set(real_meter)
def create_counter(self, name, unit="", description="") -> Counter:
with self._lock:
if self._real_meter:
return self._real_meter.create_counter(name, unit, description)
proxy = _ProxyCounter(name, unit, description)
self._instruments.append(proxy)
return proxy
def create_up_down_counter(
self, name, unit="", description=""
) -> UpDownCounter:
with self._lock:
if self._real_meter:
return self._real_meter.create_up_down_counter(
name, unit, description
)
proxy = _ProxyUpDownCounter(name, unit, description)
self._instruments.append(proxy)
return proxy
def create_observable_counter(
self, name, callback, unit="", description=""
) -> ObservableCounter:
with self._lock:
if self._real_meter:
return self._real_meter.create_observable_counter(
name, callback, unit, description
)
proxy = _ProxyObservableCounter(
name, callback, unit=unit, description=description
)
self._instruments.append(proxy)
return proxy
def create_histogram(self, name, unit="", description="") -> Histogram:
with self._lock:
if self._real_meter:
return self._real_meter.create_histogram(
name, unit, description
)
proxy = _ProxyHistogram(name, unit, description)
self._instruments.append(proxy)
return proxy
def create_observable_gauge(
self, name, callback, unit="", description=""
) -> ObservableGauge:
with self._lock:
if self._real_meter:
return self._real_meter.create_observable_gauge(
name, callback, unit, description
)
proxy = _ProxyObservableGauge(
name, callback, unit=unit, description=description
)
self._instruments.append(proxy)
return proxy
def create_observable_up_down_counter(
self, name, callback, unit="", description=""
) -> ObservableUpDownCounter:
with self._lock:
if self._real_meter:
return self._real_meter.create_observable_up_down_counter(
name,
callback,
unit,
description,
)
proxy = _ProxyObservableUpDownCounter(
name, callback, unit=unit, description=description
)
self._instruments.append(proxy)
return proxy
class NoOpMeter(Meter):
"""The default Meter used when no Meter implementation is available.
All operations are no-op.
"""
def create_counter(self, name, unit="", description="") -> Counter:
"""Returns a no-op Counter."""
super().create_counter(name, unit=unit, description=description)
if self._check_instrument_id(name, DefaultCounter, unit, description):
_logger.warning(
"An instrument with name %s, type %s, unit %s and "
"description %s has been created already.",
name,
Counter.__name__,
unit,
description,
)
return DefaultCounter(name, unit=unit, description=description)
def create_up_down_counter(
self, name, unit="", description=""
) -> UpDownCounter:
"""Returns a no-op UpDownCounter."""
super().create_up_down_counter(
name, unit=unit, description=description
)
if self._check_instrument_id(
name, DefaultUpDownCounter, unit, description
):
_logger.warning(
"An instrument with name %s, type %s, unit %s and "
"description %s has been created already.",
name,
UpDownCounter.__name__,
unit,
description,
)
return DefaultUpDownCounter(name, unit=unit, description=description)
def create_observable_counter(
self, name, callback, unit="", description=""
) -> ObservableCounter:
"""Returns a no-op ObservableCounter."""
super().create_observable_counter(
name, callback, unit=unit, description=description
)
if self._check_instrument_id(
name, DefaultObservableCounter, unit, description
):
_logger.warning(
"An instrument with name %s, type %s, unit %s and "
"description %s has been created already.",
name,
ObservableCounter.__name__,
unit,
description,
)
return DefaultObservableCounter(
name,
callback,
unit=unit,
description=description,
)
def create_histogram(self, name, unit="", description="") -> Histogram:
"""Returns a no-op Histogram."""
super().create_histogram(name, unit=unit, description=description)
if self._check_instrument_id(
name, DefaultHistogram, unit, description
):
_logger.warning(
"An instrument with name %s, type %s, unit %s and "
"description %s has been created already.",
name,
Histogram.__name__,
unit,
description,
)
return DefaultHistogram(name, unit=unit, description=description)
def create_observable_gauge(
self, name, callback, unit="", description=""
) -> ObservableGauge:
"""Returns a no-op ObservableGauge."""
super().create_observable_gauge(
name, callback, unit=unit, description=description
)
if self._check_instrument_id(
name, DefaultObservableGauge, unit, description
):
_logger.warning(
"An instrument with name %s, type %s, unit %s and "
"description %s has been created already.",
name,
ObservableGauge.__name__,
unit,
description,
)
return DefaultObservableGauge(
name,
callback,
unit=unit,
description=description,
)
def create_observable_up_down_counter(
self, name, callback, unit="", description=""
) -> ObservableUpDownCounter:
"""Returns a no-op ObservableUpDownCounter."""
super().create_observable_up_down_counter(
name, callback, unit=unit, description=description
)
if self._check_instrument_id(
name, DefaultObservableUpDownCounter, unit, description
):
_logger.warning(
"An instrument with name %s, type %s, unit %s and "
"description %s has been created already.",
name,
ObservableUpDownCounter.__name__,
unit,
description,
)
return DefaultObservableUpDownCounter(
name,
callback,
unit=unit,
description=description,
)
_METER_PROVIDER_SET_ONCE = Once()
_METER_PROVIDER: Optional[MeterProvider] = None
_PROXY_METER_PROVIDER = _ProxyMeterProvider()
def get_meter(
name: str,
version: str = "",
meter_provider: Optional[MeterProvider] = None,
) -> "Meter":
"""Returns a `Meter` for use by the given instrumentation library.
This function is a convenience wrapper for
opentelemetry.trace.MeterProvider.get_meter.
If meter_provider is omitted the current configured one is used.
"""
if meter_provider is None:
meter_provider = get_meter_provider()
return meter_provider.get_meter(name, version)
def _set_meter_provider(meter_provider: MeterProvider, log: bool) -> None:
def set_mp() -> None:
global _METER_PROVIDER # pylint: disable=global-statement
_METER_PROVIDER = meter_provider
# gives all proxies real instruments off the newly set meter provider
_PROXY_METER_PROVIDER.on_set_meter_provider(meter_provider)
did_set = _METER_PROVIDER_SET_ONCE.do_once(set_mp)
if log and not did_set:
_logger.warning("Overriding of current MeterProvider is not allowed")
def set_meter_provider(meter_provider: MeterProvider) -> None:
"""Sets the current global :class:`~.MeterProvider` object.
This can only be done once, a warning will be logged if any furter attempt
is made.
"""
_set_meter_provider(meter_provider, log=True)
def get_meter_provider() -> MeterProvider:
"""Gets the current global :class:`~.MeterProvider` object."""
if _METER_PROVIDER is None:
if OTEL_PYTHON_METER_PROVIDER not in environ.keys():
return _PROXY_METER_PROVIDER
meter_provider: MeterProvider = _load_provider(
OTEL_PYTHON_METER_PROVIDER, "meter_provider"
)
_set_meter_provider(meter_provider, log=False)
# _METER_PROVIDER will have been set by one thread
return cast("MeterProvider", _METER_PROVIDER)