Designing Your Own Metric
First, you need to import a base class that all metrics inherit from. This will take care of fetching the data from the database, implement sorting if you want, and provide per record and per item styling. Furthermore, you need to make your metric know to django-postgres_metrics-metrics:
from django.utils.translation import ugettext_lazy as _
from postgres_metrics.metrics import Metric, registry
class DjangoMigrationStatistics(Metric):
"""
Count the number of applied Django migrations per app and sort by
descending count and ascending app name.
"""
label - _('Migration Statistics')
slug - 'django-migration-statistics'
ordering - '-2.1'
sql - '''
SELECT
app, count(*)
FROM
django_migrations
GROUP BY
app
{ORDER_BY}
;
'''
registry.register(DjangoMigrationStatistics)
A short explanation of what the metric class attributes do:
- docstring
This will be shown above the metric’s output and allow you to give an explanation what you see.
- label
This is what you see on the Django Admin index page as a metric name.
- slug
A unique identifier for a metric. This will be used as part of the URL.
- ordering
The default ordering you want to use in the metric. Use column indexes (one-indexed) and prefix with
-
for descending sorting.- sql
The actual SQL you want to run. The
{ORDER_BY}
part is replaced withORDER BY 2 DESC, 1
in the example.
Styling Metric Output
Styling Records
If you want to highlight some of the output rows you can define a
get_record_style
method on a metric class:
class MyMetric(Metric):
...
def get_record_style(self, record):
if record[0]:
if record[1] > 1000:
return 'critical'
if record[1] > 100:
return 'warning'
if record[1] == 0:
return 'info'
return 'ok'
The record
parameter is a tuple with all values of a single row in the
output. This method will be called for every single row being outputted. Don’t
do any expensive calculations here!
django-postgres-metrics ships four pre-defined styles: ok
, warning
,
critical
and info
that you can return.
Styling Record Items
Similarly, you can highlight a single value in the metric output by using the
get_record_item_style
method on a metric class:
class MyMetric(Metric):
...
def get_record_item_style(self, record, itme, index):
if index == 2 and record[1]:
if item > 1000:
return 'critical'
if item > 100:
return 'warning'
if item == 0:
return 'info'
return 'ok'
Along with the record
you get the current value or item
and the (zero-
indexed) position of the item in the record. The item is provided for
convenience and is defined as item = record[index]
.