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closes #3104 - add support for exposing prometheus metrics
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23
CHANGELOG.md
23
CHANGELOG.md
@ -58,6 +58,29 @@ https://nms.local/nodes/?name={{ obj.name }}
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Custom links appear as buttons at the top of the object view. Grouped links will render as a dropdown menu beneath a
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single button.
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### Prometheus Metrics ([#3104](https://github.com/digitalocean/netbox/issues/3104))
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NetBox now supports optionally exposing native Prometheus metrics from the application. [Prometheus](https://prometheus.io/)
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is a popular time series metric platform used for monitoring. NetBox exposes metrics at the `/metrics` HTTP endpoint, e.g.
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`https://netbox.local/metrics`. Metric exposition can be toggled with the `METRICS_ENABLED` configuration setting. Metrics
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are exposed by default.
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NetBox makes use of the [django-prometheus](https://github.com/korfuri/django-prometheus) library to export a number of
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different types of metrics, including:
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- Per model insert, update, and delete counters
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- Per view request counters
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- Per view request latency histograms
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- Request body size histograms
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- Response body size histograms
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- Response code counters
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- Database connection, execution, and error counters
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- Cache hit, miss, and invalidation counters
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- Django middleware latency histograms
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- Other Django related metadata metrics
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For the exhaustive list of exposed metrics, visit the `/metrics` endpoint on your NetBox instance.
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## Changes
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### New Dependency: Redis
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@ -22,6 +22,10 @@ django-filter
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# https://github.com/django-mptt/django-mptt
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django-mptt
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# Prometheus metrics library for Django
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# https://github.com/korfuri/django-prometheus
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django-prometheus
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# Abstraction models for rendering and paginating HTML tables
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# https://github.com/jieter/django-tables2
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django-tables2
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22
docs/additional-features/prometheus-metrics.md
Normal file
22
docs/additional-features/prometheus-metrics.md
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@ -0,0 +1,22 @@
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# Prometheus Metrics
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NetBox supports optionally exposing native Prometheus metrics from the application. [Prometheus](https://prometheus.io/) is a popular time series metric platform used for monitoring.
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NetBox exposes metrics at the `/metrics` HTTP endpoint, e.g. `https://netbox.local/metrics`. Metric exposition can be toggled with the `METRICS_ENABLED` configuration setting. Metrics are exposed by default.
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## Metric Types
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NetBox makes use of the [django-prometheus](https://github.com/korfuri/django-prometheus) library to export a number of different types of metrics, including:
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- Per model insert, update, and delete counters
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- Per view request counters
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- Per view request latency histograms
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- Request body size histograms
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- Response body size histograms
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- Response code counters
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- Database connection, execution, and error counters
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- Cache hit, miss, and invalidation counters
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- Django middleware latency histograms
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- Other Django related metadata metrics
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For the exhaustive list of exposed metrics, visit the `/metrics` endpoint on your NetBox instance.
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@ -197,6 +197,14 @@ The file path to the location where media files (such as image attachments) are
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---
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## METRICS_ENABLED
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Default: True
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Toggle exposing Prometheus metrics at `/metrics`. See the [Prometheus Metrics](../additional-features/prometheus-metrics/) documentation for more details.
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---
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## NAPALM_USERNAME
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## NAPALM_PASSWORD
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@ -37,6 +37,7 @@ pages:
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- Webhooks: 'additional-features/webhooks.md'
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- Change Logging: 'additional-features/change-logging.md'
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- Caching: 'additional-features/caching.md'
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- Prometheus Metrics: 'additional-features/prometheus-metrics.md'
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- Administration:
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- Replicating NetBox: 'administration/replicating-netbox.md'
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- NetBox Shell: 'administration/netbox-shell.md'
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@ -7,6 +7,9 @@ class ExtrasConfig(AppConfig):
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name = "extras"
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def ready(self):
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import extras.signals
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# Check that we can connect to the configured Redis database if webhooks are enabled.
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if settings.WEBHOOKS_ENABLED:
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try:
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@ -7,6 +7,7 @@ from django.conf import settings
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from django.db.models.signals import post_delete, post_save
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from django.utils import timezone
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from django.utils.functional import curry
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from django_prometheus.models import model_deletes, model_inserts, model_updates
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from extras.webhooks import enqueue_webhooks
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from .constants import (
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@ -37,15 +38,20 @@ def _record_object_deleted(request, instance, **kwargs):
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if hasattr(instance, 'log_change'):
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instance.log_change(request.user, request.id, OBJECTCHANGE_ACTION_DELETE)
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# Enqueue webhooks
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enqueue_webhooks(instance, request.user, request.id, OBJECTCHANGE_ACTION_DELETE)
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# Increment metric counters
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model_deletes.labels(instance._meta.model_name).inc()
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class ObjectChangeMiddleware(object):
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"""
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This middleware performs two functions in response to an object being created, updated, or deleted:
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This middleware performs three functions in response to an object being created, updated, or deleted:
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1. Create an ObjectChange to reflect the modification to the object in the changelog.
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2. Enqueue any relevant webhooks.
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3. Increment metric counter for the event type
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The post_save and pre_delete signals are employed to catch object modifications, however changes are recorded a bit
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differently for each. Objects being saved are cached into thread-local storage for action *after* the response has
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@ -85,6 +91,12 @@ class ObjectChangeMiddleware(object):
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# Enqueue webhooks
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enqueue_webhooks(obj, request.user, request.id, action)
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# Increment metric counters
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if action == OBJECTCHANGE_ACTION_CREATE:
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model_inserts.labels(obj._meta.model_name).inc()
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elif action == OBJECTCHANGE_ACTION_UPDATE:
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model_updates.labels(obj._meta.model_name).inc()
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# Housekeeping: 1% chance of clearing out expired ObjectChanges
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if _thread_locals.changed_objects and settings.CHANGELOG_RETENTION and random.randint(1, 100) == 1:
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cutoff = timezone.now() - timedelta(days=settings.CHANGELOG_RETENTION)
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22
netbox/extras/signals.py
Normal file
22
netbox/extras/signals.py
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@ -0,0 +1,22 @@
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from cacheops.signals import cache_invalidated, cache_read
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from prometheus_client import Counter
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cacheops_cache_hit = Counter('cacheops_cache_hit', 'Number of cache hits')
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cacheops_cache_miss = Counter('cacheops_cache_miss', 'Number of cache misses')
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cacheops_cache_invalidated = Counter('cacheops_cache_invalidated', 'Number of cache invalidations')
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def cache_read_collector(sender, func, hit, **kwargs):
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if hit:
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cacheops_cache_hit.inc()
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else:
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cacheops_cache_miss.inc()
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def cache_invalidated_collector(sender, obj_dict, **kwargs):
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cacheops_cache_invalidated.inc()
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cache_read.connect(cache_read_collector)
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cache_invalidated.connect(cache_invalidated_collector)
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@ -129,6 +129,9 @@ MAX_PAGE_SIZE = 1000
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# the default value of this setting is derived from the installed location.
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# MEDIA_ROOT = '/opt/netbox/netbox/media'
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# Expose Prometheus monitoring metrics at the HTTP endpoint '/metrics'
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METRICS_ENABLED = True
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# Credentials that NetBox will uses to authenticate to devices when connecting via NAPALM.
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NAPALM_USERNAME = ''
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NAPALM_PASSWORD = ''
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@ -77,6 +77,7 @@ LOGIN_TIMEOUT = getattr(configuration, 'LOGIN_TIMEOUT', None)
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MAINTENANCE_MODE = getattr(configuration, 'MAINTENANCE_MODE', False)
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MAX_PAGE_SIZE = getattr(configuration, 'MAX_PAGE_SIZE', 1000)
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MEDIA_ROOT = getattr(configuration, 'MEDIA_ROOT', os.path.join(BASE_DIR, 'media')).rstrip('/')
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METRICS_ENABLED = getattr(configuration, 'METRICS_ENABLED', True)
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NAPALM_ARGS = getattr(configuration, 'NAPALM_ARGS', {})
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NAPALM_PASSWORD = getattr(configuration, 'NAPALM_PASSWORD', '')
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NAPALM_TIMEOUT = getattr(configuration, 'NAPALM_TIMEOUT', 30)
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@ -98,6 +99,11 @@ WEBHOOKS_ENABLED = getattr(configuration, 'WEBHOOKS_ENABLED', False)
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#
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# Only PostgreSQL is supported
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if METRICS_ENABLED:
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DATABASE.update({
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'ENGINE': 'django_prometheus.db.backends.postgresql'
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})
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else:
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DATABASE.update({
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'ENGINE': 'django.db.backends.postgresql'
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})
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@ -161,6 +167,7 @@ INSTALLED_APPS = [
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'debug_toolbar',
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'django_filters',
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'django_tables2',
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'django_prometheus',
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'mptt',
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'rest_framework',
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'taggit',
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@ -185,6 +192,7 @@ if WEBHOOKS_ENABLED:
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# Middleware
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MIDDLEWARE = (
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'debug_toolbar.middleware.DebugToolbarMiddleware',
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'django_prometheus.middleware.PrometheusBeforeMiddleware',
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'corsheaders.middleware.CorsMiddleware',
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'django.contrib.sessions.middleware.SessionMiddleware',
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'django.middleware.common.CommonMiddleware',
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@ -197,6 +205,7 @@ MIDDLEWARE = (
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'utilities.middleware.LoginRequiredMiddleware',
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'utilities.middleware.APIVersionMiddleware',
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'extras.middleware.ObjectChangeMiddleware',
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'django_prometheus.middleware.PrometheusAfterMiddleware',
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)
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ROOT_URLCONF = 'netbox.urls'
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@ -337,7 +346,7 @@ else:
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REDIS_CACHE_CON_STRING = 'redis://'
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if REDIS_PASSWORD:
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REDIS_CACHE_CON_STRING = '{}@{}'.format(REDIS_PASSWORD, REDIS_CACHE_CON_STRING)
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REDIS_CACHE_CON_STRING = '{}{}@'.format(REDIS_CACHE_CON_STRING, REDIS_PASSWORD)
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REDIS_CACHE_CON_STRING = '{}{}:{}/{}'.format(REDIS_CACHE_CON_STRING, REDIS_HOST, REDIS_PORT, REDIS_CACHE_DATABASE)
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@ -365,6 +374,12 @@ CACHEOPS = {
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CACHEOPS_DEGRADE_ON_FAILURE = True
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#
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# Django Prometheus
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#
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PROMETHEUS_EXPORT_MIGRATIONS = False
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#
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# Django filters
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#
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@ -73,6 +73,11 @@ if settings.DEBUG:
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url(r'^__debug__/', include(debug_toolbar.urls)),
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]
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if settings.METRICS_ENABLED:
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_patterns += [
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url('', include('django_prometheus.urls')),
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]
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# Prepend BASE_PATH
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urlpatterns = [
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url(r'^{}'.format(settings.BASE_PATH), include(_patterns))
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@ -4,6 +4,7 @@ django-cors-headers==2.5.2
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django-debug-toolbar==1.11
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django-filter==2.1.0
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django-mptt==0.9.1
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django-prometheus==1.0.15
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django-tables2==2.0.6
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django-taggit==1.1.0
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django-taggit-serializer==0.1.7
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