from decimal import Decimal import uuid import warnings from datetime import datetime, timedelta, timezone from enum import Enum
import sentry_sdk from sentry_sdk.consts import INSTRUMENTER, SPANSTATUS, SPANDATA from sentry_sdk.profiler.continuous_profiler import get_profiler_id from sentry_sdk.utils import (
get_current_thread_meta,
is_valid_sample_rate,
logger,
nanosecond_time,
should_be_treated_as_error,
)
from typing import TYPE_CHECKING
if TYPE_CHECKING: from collections.abc import Callable, Mapping, MutableMapping from typing import Any from typing import Dict from typing import Iterator from typing import List from typing import Optional from typing import overload from typing import ParamSpec from typing import Tuple from typing import Union from typing import TypeVar
from typing_extensions import TypedDict, Unpack
P = ParamSpec("P")
R = TypeVar("R")
from sentry_sdk.profiler.continuous_profiler import ContinuousProfile from sentry_sdk.profiler.transaction_profiler import Profile from sentry_sdk._types import (
Event,
MeasurementUnit,
SamplingContext,
MeasurementValue,
)
class SpanKwargs(TypedDict, total=False):
trace_id: str """
The trace ID of the root span. If this new span is to be the root span,
omit this parameter, and a new trace ID will be generated. """
span_id: str """The span ID of this span. If omitted, a new span ID will be generated."""
parent_span_id: str """The span ID of the parent span, if applicable."""
same_process_as_parent: bool """Whether this span is in the same process as the parent span."""
sampled: bool """
Whether the span should be sampled. Overrides the default sampling decision for this span when provided. """
description: str """A description of what operation is being performed within the span. This argument is DEPRECATED. Please use the `name` parameter, instead."""
hub: Optional["sentry_sdk.Hub"] """The hub to use for this span. This argument is DEPRECATED. Please use the `scope` parameter, instead."""
name: str """A string describing what operation is being performed within the span/transaction."""
class TransactionKwargs(SpanKwargs, total=False):
source: str """
A string describing the source of the transaction name. This will be used to determine the transaction's type.
See https://develop.sentry.dev/sdk/event-payloads/transaction/#transaction-annotations for more information.
Default "custom". """
parent_sampled: bool """Whether the parent transaction was sampled. If True this transaction will be kept, if False it will be discarded."""
class _SpanRecorder: """Limits the number of spans recorded in a transaction."""
__slots__ = ("maxlen", "spans", "dropped_spans")
def __init__(self, maxlen): # type: (int) -> None # FIXME: this is `maxlen - 1` only to preserve historical behavior # enforced by tests. # Either this should be changed to `maxlen` or the JS SDK implementation # should be changed to match a consistent interpretation of what maxlen # limits: either transaction+spans or only child spans.
self.maxlen = maxlen - 1
self.spans = [] # type: List[Span]
self.dropped_spans = 0# type: int
class Span: """A span holds timing information of a block of code.
Spans can have multiple child spans thus forming a span tree.
:param trace_id: The trace ID of the root span. If this new span is to be the root span,
omit this parameter, and a new trace ID will be generated.
:param span_id: The span ID of this span. If omitted, a new span ID will be generated.
:param parent_span_id: The span ID of the parent span, if applicable.
:param same_process_as_parent: Whether this span isin the same process as the parent span.
:param sampled: Whether the span should be sampled. Overrides the default sampling decision for this span when provided.
:param op: The span's operation. A list of recommended values is available here: https://develop.sentry.dev/sdk/performance/span-operations/
:param description: A description of what operation is being performed within the span.
.. deprecated:: 2.15.0
Please use the `name` parameter, instead.
:param name: A string describing what operation is being performed within the span.
:param hub: The hub to use for this span.
.. deprecated:: 2.0.0
Please use the `scope` parameter, instead.
:param status: The span's status. Possible values are listed at https://develop.sentry.dev/sdk/event-payloads/span/
:param containing_transaction: The transaction that this span belongs to.
:param start_timestamp: The timestamp when the span started. If omitted, the current time
will be used.
:param scope: The scope to use for this span. Ifnot provided, we use the current scope. """
if hub isnotNone:
warnings.warn( "The `hub` parameter is deprecated. Please use `scope` instead.",
DeprecationWarning,
stacklevel=2,
)
self.scope = self.scope or hub.scope
if start_timestamp isNone:
start_timestamp = datetime.now(timezone.utc) elif isinstance(start_timestamp, float):
start_timestamp = datetime.fromtimestamp(start_timestamp, timezone.utc)
self.start_timestamp = start_timestamp try: # profiling depends on this value and requires that # it is measured in nanoseconds
self._start_timestamp_monotonic_ns = nanosecond_time() except AttributeError: pass
#: End timestamp of span
self.timestamp = None# type: Optional[datetime]
# TODO this should really live on the Transaction class rather than the Span # class def init_span_recorder(self, maxlen): # type: (int) -> None if self._span_recorder isNone:
self._span_recorder = _SpanRecorder(maxlen)
def __exit__(self, ty, value, tb): # type: (Optional[Any], Optional[Any], Optional[Any]) -> None if value isnotNoneand should_be_treated_as_error(ty, value):
self.set_status(SPANSTATUS.INTERNAL_ERROR)
scope, old_span = self._context_manager_state del self._context_manager_state
self.finish(scope)
scope.span = old_span
@property def containing_transaction(self): # type: () -> Optional[Transaction] """The ``Transaction`` that this span belongs to.
The ``Transaction`` is the root of the span tree,
so one could also think of this ``Transaction`` as the "root span"."""
# this is a getter rather than a regular attribute so that transactions # can return `self` here instead (as a way to prevent them circularly # referencing themselves) return self._containing_transaction
def start_child(self, instrumenter=INSTRUMENTER.SENTRY, **kwargs): # type: (str, **Any) -> Span """
Start a sub-span from the current span or transaction.
Takes the same arguments as the initializer of :py:class:`Span`. The
trace id, sampling decision, transaction pointer, and span recorder are
inherited from the current span/transaction.
The instrumenter parameter is deprecated for user code, and it will
be removed in the next major version. Going forward, it should only
be used by the SDK itself. """ if kwargs.get("description") isnotNone:
warnings.warn( "The `description` parameter is deprecated. Please use `name` instead.",
DeprecationWarning,
stacklevel=2,
)
span_recorder = (
self.containing_transaction and self.containing_transaction._span_recorder
) if span_recorder:
span_recorder.add(child)
return child
@classmethod def continue_from_environ(
cls,
environ, # type: Mapping[str, str]
**kwargs, # type: Any
): # type: (...) -> Transaction """
Create a Transaction with the given params, then add in data pulled from
the ``sentry-trace`` and ``baggage`` headers from the environ (if any)
before returning the Transaction.
This is different from :py:meth:`~sentry_sdk.tracing.Span.continue_from_headers` in that it assumes header names in the form ``HTTP_HEADER_NAME`` -
such as you would get from a WSGI/ASGI environ -
rather than the form ``header-name``.
:param environ: The ASGI/WSGI environ to pull information from. """ if cls is Span:
logger.warning( "Deprecated: use Transaction.continue_from_environ " "instead of Span.continue_from_environ."
) return Transaction.continue_from_headers(EnvironHeaders(environ), **kwargs)
@classmethod def continue_from_headers(
cls,
headers, # type: Mapping[str, str]
*,
_sample_rand=None, # type: Optional[str]
**kwargs, # type: Any
): # type: (...) -> Transaction """
Create a transaction with the given params (including any data pulled from
the ``sentry-trace`` and ``baggage`` headers).
:param headers: The dictionary with the HTTP headers to pull information from.
:param _sample_rand: If provided, we override the sample_rand value from the
incoming headers with this value. (internal use only) """ # TODO move this to the Transaction class if cls is Span:
logger.warning( "Deprecated: use Transaction.continue_from_headers " "instead of Span.continue_from_headers."
)
# TODO-neel move away from this kwargs stuff, it's confusing and opaque # make more explicit
baggage = Baggage.from_incoming_header(
headers.get(BAGGAGE_HEADER_NAME), _sample_rand=_sample_rand
)
kwargs.update({BAGGAGE_HEADER_NAME: baggage})
if sentrytrace_kwargs isnotNone:
kwargs.update(sentrytrace_kwargs)
# If there's an incoming sentry-trace but no incoming baggage header, # for instance in traces coming from older SDKs, # baggage will be empty and immutable and won't be populated as head SDK.
baggage.freeze()
def iter_headers(self): # type: () -> Iterator[Tuple[str, str]] """
Creates a generator which returns the span's ``sentry-trace`` and ``baggage`` headers. If the span's containing transaction doesn't yet have a ``baggage`` value,
this will cause one to be generated and stored. """ ifnot self.containing_transaction: # Do not propagate headers if there is no containing transaction. Otherwise, this # span ends up being the root span of a new trace, and since it does not get sent # to Sentry, the trace will be missing a root transaction. The dynamic sampling # context will also be missing, breaking dynamic sampling & traces. return
Create a ``Transaction`` with the given params, then add in data pulled from
the given ``sentry-trace`` header value before returning the ``Transaction``. """
logger.warning( "Deprecated: Use Transaction.continue_from_headers(headers, **kwargs) " "instead of from_traceparent(traceparent, **kwargs)"
)
def to_baggage(self): # type: () -> Optional[Baggage] """Returns the :py:class:`~sentry_sdk.tracing_utils.Baggage`
associated with this ``Span``, if any. (Taken from the root of the span tree.) """ if self.containing_transaction: return self.containing_transaction.get_baggage() returnNone
def set_measurement(self, name, value, unit=""): # type: (str, float, MeasurementUnit) -> None """
.. deprecated:: 2.28.0
This function is deprecated and will be removed in the next major release. """
warnings.warn( "`set_measurement()` is deprecated and will be removed in the next major version. Please use `set_data()` instead.",
DeprecationWarning,
stacklevel=2,
)
self._measurements[name] = {"value": value, "unit": unit}
def finish(self, scope=None, end_timestamp=None): # type: (Optional[sentry_sdk.Scope], Optional[Union[float, datetime]]) -> Optional[str] """
Sets the end timestamp of the span.
Additionally it also creates a breadcrumb from the span, if the span represents a database or HTTP request.
:param scope: The scope to use for this transaction. Ifnot provided, the current scope will be used.
:param end_timestamp: Optional timestamp that should
be used as timestamp instead of the current time.
:return: Always ``None``. The type is ``Optional[str]`` to match
the return value of :py:meth:`sentry_sdk.tracing.Transaction.finish`. """ if self.timestamp isnotNone: # This span is already finished, ignore. returnNone
class Transaction(Span): """The Transaction is the root element that holds all the spans for Sentry performance instrumentation.
:param name: Identifier of the transaction.
Will show up in the Sentry UI.
:param parent_sampled: Whether the parent transaction was sampled. IfTrue this transaction will be kept, ifFalse it will be discarded.
:param baggage: The W3C baggage header value.
(see https://www.w3.org/TR/baggage/)
:param source: A string describing the source of the transaction name.
This will be used to determine the transaction's type.
See https://develop.sentry.dev/sdk/event-payloads/transaction/#transaction-annotations for more information. Default "custom".
:param kwargs: Additional arguments to be passed to the Span constructor.
See :py:class:`sentry_sdk.tracing.Span` for available arguments. """
__slots__ = ( "name", "source", "parent_sampled", # used to create baggage value for head SDKs in dynamic sampling "sample_rate", "_measurements", "_contexts", "_profile", "_continuous_profile", "_baggage", "_sample_rand",
)
def _possibly_started(self): # type: () -> bool """Returns whether the transaction might have been started.
If this returns False, we know that the transaction was not started with sentry_sdk.start_transaction, and therefore the transaction will
be discarded. """
# We must explicitly check self.sampled is False since self.sampled can be None return self._span_recorder isnotNoneor self.sampled isFalse
def __enter__(self): # type: () -> Transaction ifnot self._possibly_started():
logger.debug( "Transaction was entered without being started with sentry_sdk.start_transaction." "The transaction will not be sent to Sentry. To fix, start the transaction by" "passing it to sentry_sdk.start_transaction."
)
super().__enter__()
if self._profile isnotNone:
self._profile.__enter__()
if self._continuous_profile isnotNone:
self._continuous_profile.stop()
super().__exit__(ty, value, tb)
@property def containing_transaction(self): # type: () -> Transaction """The root element of the span tree. In the case of a transaction it is the transaction itself. """
# Transactions (as spans) belong to themselves (as transactions). This # is a getter rather than a regular attribute to avoid having a circular # reference. return self
def _get_scope_from_finish_args(
self,
scope_arg, # type: Optional[Union[sentry_sdk.Scope, sentry_sdk.Hub]]
hub_arg, # type: Optional[Union[sentry_sdk.Scope, sentry_sdk.Hub]]
): # type: (...) -> Optional[sentry_sdk.Scope] """
Logic to get the scope from the arguments passed to finish. This
function exists for backwards compatibility with the old finish.
TODO: Remove this function in the next major version. """
scope_or_hub = scope_arg if hub_arg isnotNone:
warnings.warn( "The `hub` parameter is deprecated. Please use the `scope` parameter, instead.",
DeprecationWarning,
stacklevel=3,
)
scope_or_hub = hub_arg
if isinstance(scope_or_hub, sentry_sdk.Hub):
warnings.warn( "Passing a Hub to finish is deprecated. Please pass a Scope, instead.",
DeprecationWarning,
stacklevel=3,
)
return scope_or_hub.scope
return scope_or_hub
def finish(
self,
scope=None, # type: Optional[sentry_sdk.Scope]
end_timestamp=None, # type: Optional[Union[float, datetime]]
*,
hub=None, # type: Optional[sentry_sdk.Hub]
): # type: (...) -> Optional[str] """Finishes the transaction and sends it to Sentry.
All finished spans in the transaction will also be sent to Sentry.
:param scope: The Scope to use for this transaction. Ifnot provided, the current Scope will be used.
:param end_timestamp: Optional timestamp that should
be used as timestamp instead of the current time.
:param hub: The hub to use for this transaction.
This argument is DEPRECATED. Please use the `scope`
parameter, instead.
:return: The event ID if the transaction was sent to Sentry,
otherwise None. """ if self.timestamp isnotNone: # This transaction is already finished, ignore. returnNone
# For backwards compatibility, we must handle the case where `scope` # or `hub` could both either be a `Scope` or a `Hub`.
scope = self._get_scope_from_finish_args(
scope, hub
) # type: Optional[sentry_sdk.Scope]
scope = scope or self.scope or sentry_sdk.get_current_scope()
client = sentry_sdk.get_client()
ifnot client.is_active(): # We have no active client and therefore nowhere to send this transaction. returnNone
if self._span_recorder isNone: # Explicit check against False needed because self.sampled might be None if self.sampled isFalse:
logger.debug("Discarding transaction because sampled = False") else:
logger.debug( "Discarding transaction because it was not started with sentry_sdk.start_transaction"
)
# This is not entirely accurate because discards here are not # exclusively based on sample rate but also traces sampler, but # we handle this the same here. if client.transport and has_tracing_enabled(client.options): if client.monitor and client.monitor.downsample_factor > 0:
reason = "backpressure" else:
reason = "sample_rate"
# Only one span (the transaction itself) is discarded, since we did not record any spans here.
client.transport.record_lost_event(reason, data_category="span") returnNone
ifnot self.name:
logger.warning( "Transaction has no name, falling back to `<unlabeled transaction>`."
)
self.name = "<unlabeled transaction>"
super().finish(scope, end_timestamp)
ifnot self.sampled: # At this point a `sampled = None` should have already been resolved # to a concrete decision. if self.sampled isNone:
logger.warning("Discarding transaction without sampling decision.")
returnNone
finished_spans = [
span.to_json() for span in self._span_recorder.spans if span.timestamp isnotNone
]
# we do this to break the circular reference of transaction -> span # recorder -> span -> containing transaction (which is where we started) # before either the spans or the transaction goes out of scope and has # to be garbage collected
self._span_recorder = None
if dropped_spans > 0:
event["_dropped_spans"] = dropped_spans
if self._profile isnotNoneand self._profile.valid():
event["profile"] = self._profile
self._profile = None
event["measurements"] = self._measurements
# This is here since `to_json` is not invoked. This really should # be gone when we switch to onlyspans. if self._local_aggregator isnotNone:
metrics_summary = self._local_aggregator.to_json() if metrics_summary:
event["_metrics_summary"] = metrics_summary
return scope.capture_event(event)
def set_measurement(self, name, value, unit=""): # type: (str, float, MeasurementUnit) -> None """
.. deprecated:: 2.28.0
This function is deprecated and will be removed in the next major release. """
warnings.warn( "`set_measurement()` is deprecated and will be removed in the next major version. Please use `set_data()` instead.",
DeprecationWarning,
stacklevel=2,
)
self._measurements[name] = {"value": value, "unit": unit}
def set_context(self, key, value): # type: (str, dict[str, Any]) -> None """Sets a context. Transactions can have multiple contexts and they should follow the format described in the "Contexts Interface"
documentation.
:param key: The name of the context.
:param value: The information about the context. """
self._contexts[key] = value
def set_http_status(self, http_status): # type: (int) -> None """Sets the status of the Transaction according to the given HTTP status.
:param http_status: The HTTP status code."""
super().set_http_status(http_status)
self.set_context("response", {"status_code": http_status})
def to_json(self): # type: () -> Dict[str, Any] """Returns a JSON-compatible representation of the transaction."""
rv = super().to_json()
def get_trace_context(self): # type: () -> Any
trace_context = super().get_trace_context()
if self._data:
trace_context["data"] = self._data
return trace_context
def get_baggage(self): # type: () -> Baggage """Returns the :py:class:`~sentry_sdk.tracing_utils.Baggage`
associated with the Transaction.
The first time a new baggage with Sentry items is made,
it will be frozen.""" ifnot self._baggage or self._baggage.mutable:
self._baggage = Baggage.populate_from_transaction(self)
return self._baggage
def _set_initial_sampling_decision(self, sampling_context): # type: (SamplingContext) -> None """
Sets the transaction's sampling decision, according to the following
precedence rules:
1. If a sampling decision is passed to `start_transaction`
(`start_transaction(name: "my transaction", sampled: True)`), that
decision will be used, regardless of anything else
2. If `traces_sampler` is defined, its decision will be used. It can
choose to keep or ignore any parent sampling decision, or use the
sampling context data to make its own decision or to choose a sample
rate for the transaction.
3. If `traces_sampler` isnot defined, but there's a parent sampling
decision, the parent sampling decision will be used.
4. If `traces_sampler` isnot defined and there's no parent sampling
decision, `traces_sample_rate` will be used. """
client = sentry_sdk.get_client()
# nothing to do if tracing is disabled ifnot has_tracing_enabled(client.options):
self.sampled = False return
# if the user has forced a sampling decision by passing a `sampled` # value when starting the transaction, go with that if self.sampled isnotNone:
self.sample_rate = float(self.sampled) return
# we would have bailed already if neither `traces_sampler` nor # `traces_sample_rate` were defined, so one of these should work; prefer # the hook if so
sample_rate = (
client.options["traces_sampler"](sampling_context) if callable(client.options.get("traces_sampler")) else ( # default inheritance behavior
sampling_context["parent_sampled"] if sampling_context["parent_sampled"] isnotNone else client.options["traces_sample_rate"]
)
)
# Since this is coming from the user (or from a function provided by the # user), who knows what we might get. (The only valid values are # booleans or numbers between 0 and 1.) ifnot is_valid_sample_rate(sample_rate, source="Tracing"):
logger.warning( "[Tracing] Discarding {transaction_description} because of invalid sample rate.".format(
transaction_description=transaction_description,
)
)
self.sampled = False return
self.sample_rate = float(sample_rate)
if client.monitor:
self.sample_rate /= 2**client.monitor.downsample_factor
# if the function returned 0 (or false), or if `traces_sample_rate` is # 0, it's a sign the transaction should be dropped ifnot self.sample_rate:
logger.debug( "[Tracing] Discarding {transaction_description} because {reason}".format(
transaction_description=transaction_description,
reason=( "traces_sampler returned 0 or False" if callable(client.options.get("traces_sampler")) else"traces_sample_rate is set to 0"
),
)
)
self.sampled = False return
# Now we roll the dice.
self.sampled = self._sample_rand < Decimal.from_float(self.sample_rate)
if self.sampled:
logger.debug( "[Tracing] Starting {transaction_description}".format(
transaction_description=transaction_description,
)
) else:
logger.debug( "[Tracing] Discarding {transaction_description} because it's not included in the random sample (sampling rate = {sample_rate})".format(
transaction_description=transaction_description,
sample_rate=self.sample_rate,
)
)
def trace(func=None): # type: (Optional[Callable[P, R]]) -> Union[Callable[P, R], Callable[[Callable[P, R]], Callable[P, R]]] """
Decorator to start a child span under the existing current transaction. If there is no current transaction, then nothing will be traced.
.. code-block::
:caption: Usage
import sentry_sdk
@sentry_sdk.trace def my_function():
...
@sentry_sdk.trace
async def my_async_function():
... """ from sentry_sdk.tracing_utils import start_child_span_decorator
with warnings.catch_warnings(): # The code in this file which uses `LocalAggregator` is only called from the deprecated `metrics` module.
warnings.simplefilter("ignore", DeprecationWarning) from sentry_sdk.metrics import LocalAggregator
Die Informationen auf dieser Webseite wurden
nach bestem Wissen sorgfältig zusammengestellt. Es wird jedoch weder Vollständigkeit, noch Richtigkeit,
noch Qualität der bereit gestellten Informationen zugesichert.
Bemerkung:
Die farbliche Syntaxdarstellung und die Messung sind noch experimentell.