Filtering Events

While sending all application errors to Sentry ensures you’ll be notified in real-time when errors occur in your code, often applications generate many errors, thus many notifications. The Sentry SDKs have several configuration options you can use to filter unwanted errors from leaving your application’s runtime. In addition, also offers methods to filter events.

Configure your SDK to Filter Events

Configure your SDK to filter events by using the beforeSend callback method and configuring, enabling, or disabling integrations.

Using before-send

All Sentry SDKs support the beforeSend callback method. before-send is called immediately before the event is sent to the server, so it’s the final place where you can edit its data. It receives the event object as a parameter, so you can use that to modify the event’s data or drop it completely (by returning null) based on custom logic and the data available on the event.

In Python a function can be used to modify the event or return a completely new one. If you return None, the event will be discarded.

import sentry_sdk

def strip_sensitive_data(event, hint):
    # modify event here
    return event


Note also that breadcrumbs can be filtered, as discussed in our Breadcrumbs documentation.

Event Hints

The before-send callback is passed both the event and a second argument, hint, that holds one or more hints.

Typically a hint holds the original exception so that additional data can be extracted or grouping is affected. In this example, the fingerprint is forced to a common value if an exception of a certain type has been caught:

import sentry_sdk

def before_send(event, hint):
    if 'exc_info' in hint:
        exc_type, exc_value, tb = hint['exc_info']
        if isinstance(exc_value, DatabaseUnavailable):
            event['fingerprint'] = ['database-unavailable']
    return event


For information about which hints are available see hints in Python.

When the SDK creates an event or breadcrumb for transmission, that transmission is typically created from some sort of source object. For instance, an error event is typically created from a log record or exception instance. For better customization, SDKs send these objects to certain callbacks (before-sendbefore-breadcrumb or the event processor system in the SDK).


If a sample rate is defined for the SDK, the SDK evaluates whether this event should be sent as a representative fraction of events.

When you enable sampling in your SDK, you choose a percentage of collected errors to send to Sentry. For example, to sample 25% of your events:

import sentry_sdk

sentry_sdk.init(..., sample_rate=0.25)

For Sentry's Performance Monitoring, we recommend sampling your data for two reasons. First, though capturing a single trace involves minimal overhead, capturing traces for every single page load, or every single API request, has the potential to add an undesirable amount of load to your system. Second, by enabling sampling you’ll more easily prevent yourself from exceeding your organization’s event quota.

When choosing a sampling rate, the goal is not to collect too much data, but to collect sufficient data so you can draw meaningful conclusions. If you’re not sure what rate to choose, start with a low value and gradually increase it as you learn more about your traffic patterns and volume, until you’ve found a rate that balances performance and cost concerns with data accuracy.

Using Hints

Hints are available in two places:

  1. beforeSend / beforeBreadcrumb
  2. eventProcessors

Event and breadcrumb hints are objects containing various information used to put together an event or a breadcrumb. Typically hints hold the original exception so that additional data can be extracted or grouping can be affected.

For events, such as event_idoriginalException, syntheticException (used internally to generate cleaner stack trace), and any other arbitrary data that you attach.

For breadcrumbs, the use of hints is implementation dependent. For XHR requests, the hint contains the xhr object itself; for user interactions the hint contains the DOM element and event name and so forth.

In this example, the fingerprint is forced to a common value if an exception of a certain type has been caught:

import sentry_sdk

def before_send(event, hint):
    exc_info = hint.get("exc_info")
    if exc_info and isinstance(exc_info[0], DatabaseUnavailable):
        event["fingerprint"] = ["database-unavailable"]

    return event


Hints for Events

The original exception that caused the Sentry SDK to create the event. This is useful for changing how the Sentry SDK groups events or to extract additional information.

When a string or a non-error object is raised, Sentry creates a synthetic exception so you can get a basic stack trace. This exception is stored here for further data extraction.

Hints for Breadcrumbs

For breadcrumbs created from browser events, the Sentry SDK often supplies the event to the breadcrumb as a hint. This, for instance, can be used to extract data from the target DOM element into a breadcrumb.

level / input
For breadcrumbs created from console log interceptions. This holds the original console log level and the original input data to the log function.

response / input
For breadcrumbs created from HTTP requests. This holds the response object (from the fetch API) and the input parameters to the fetch function.

request / response / event
For breadcrumbs created from HTTP requests. This holds the request and response object (from the node HTTP API) as well as the node event (response or error).

For breadcrumbs created from HTTP requests done via the legacy XMLHttpRequest API. This holds the original xhr object.

Decluttering Sentry

By default the Python SDK captures all error logs as events. If you see a particular kind of error very often that has a logger tag, you can ignore that particular logger entirely. For more information see our logging integration.

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