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Add basic instrumentation possibilities to pretix (#271)
* add basic instrumentation possibilities to pretix * make tabs to spaces * apply flake8 * implement upstreams suggestions, round 1 * adjust naming of redis-connection * address noredis * add view for metrics * implement HTTP basic auth in front of metrics-endpoint * rename labelset * make flake8-clean * implement upstreams suggestions, round 2 * correct minor slipups * fix missing return * let isort add an empty line * implement test for counter * implement upstream suggestions, round 3 * correct typo * implement first test for view * finish view-test * fix deprecated keyword * implement upstream-suggestions, round 4 * implement test for gauge * test exceptions as well * add db-decorator
This commit is contained in:
committed by
Raphael Michel
parent
d308821c4c
commit
d3327b1e45
150
src/pretix/base/metrics.py
Executable file
150
src/pretix/base/metrics.py
Executable file
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from django.conf import settings
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if settings.HAS_REDIS:
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import django_redis
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redis = django_redis.get_redis_connection("redis")
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REDIS_KEY_PREFIX = "pretix_metrics_"
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class Metric(object):
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"""
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Base Metrics Object
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"""
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def __init__(self, name, helpstring, labelnames=None):
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self.name = name
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self.helpstring = helpstring
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self.labelnames = labelnames or []
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def __repr__(self):
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return self.name + "{" + ",".join(self.labelnames) + "}"
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def _check_label_consistency(self, labels):
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"""
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Checks if the given labels provides exactly the labels that are required.
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"""
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# test if every required label is provided
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for labelname in self.labelnames:
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if labelname not in labels:
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raise ValueError("Label {0} not specified.".format(labelname))
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# now test if no further labels are required
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if len(labels) != len(self.labelnames):
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raise ValueError("Unknown labels used: {}".format(", ".join(set(labels) - set(self.labelnames))))
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def _construct_metric_identifier(self, metricname, labels=None):
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"""
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Constructs the scrapable metricname usable in the output format.
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"""
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if not labels:
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return metricname
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else:
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named_labels = []
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for labelname in self.labelnames:
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named_labels.append('{}="{}",'.format(labelname, labels[labelname]))
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return metricname + "{" + ",".join(named_labels) + "}"
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def _inc_in_redis(self, key, amount):
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"""
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Increments given key in Redis.
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"""
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rkey = REDIS_KEY_PREFIX + key
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if settings.HAS_REDIS:
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redis.incrbyfloat(rkey, amount)
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def _set_in_redis(self, key, value):
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"""
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Sets given key in Redis.
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"""
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rkey = REDIS_KEY_PREFIX + key
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if settings.HAS_REDIS:
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redis.set(rkey, value)
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class Counter(Metric):
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"""
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Counter Metric Object
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Counters can only be increased, they can neither be set to a specific value
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nor decreased.
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"""
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def inc(self, amount=1, **kwargs):
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"""
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Increments Counter by given amount for the labels specified in kwargs.
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"""
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if amount < 0:
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raise ValueError("Counter cannot be increased by negative values.")
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self._check_label_consistency(kwargs)
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fullmetric = self._construct_metric_identifier(self.name, kwargs)
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self._inc_in_redis(fullmetric, amount)
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class Gauge(Metric):
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"""
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Gauge Metric Object
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Gauges can be set to a specific value, increased and decreased.
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"""
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def set(self, value=1, **kwargs):
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"""
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Sets Gauge to a specific value for the labels specified in kwargs.
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"""
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self._check_label_consistency(kwargs)
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fullmetric = self._construct_metric_identifier(self.name, kwargs)
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self._set_in_redis(fullmetric, value)
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def inc(self, amount=1, **kwargs):
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"""
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Increments Gauge by given amount for the labels specified in kwargs.
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"""
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if amount < 0:
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raise ValueError("Amount must be greater than zero. Otherwise use dec().")
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self._check_label_consistency(kwargs)
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fullmetric = self._construct_metric_identifier(self.name, kwargs)
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self._inc_in_redis(fullmetric, amount)
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def dec(self, amount=1, **kwargs):
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"""
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Decrements Gauge by given amount for the labels specified in kwargs.
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"""
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if amount < 0:
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raise ValueError("Amount must be greater than zero. Otherwise use inc().")
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self._check_label_consistency(kwargs)
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fullmetric = self._construct_metric_identifier(self.name, kwargs)
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self._inc_in_redis(fullmetric, amount * -1)
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def metric_values():
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"""
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Produces the scrapable textformat to be presented to the monitoring system
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"""
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if not settings.HAS_REDIS:
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return ""
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metrics = {}
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for key in redis.scan_iter(match=REDIS_KEY_PREFIX + "*"):
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dkey = key.decode("utf-8")
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_, _, output_key = dkey.split("_", 2)
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value = float(redis.get(dkey).decode("utf-8"))
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metrics[output_key] = value
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return metrics
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"""
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Provided metrics
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"""
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http_requests_total = Counter("http_requests_total", "Total number of HTTP requests made.", ["code", "handler", "method"])
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# usage: http_requests_total.inc(code="200", handler="/foo", method="GET")
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