8000 Add describe and autodescribe to detect dupes. · techscientist/client_python@65e3c8b · GitHub
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Add describe and autodescribe to detect dupes.
This works by adding an optional describe method to collectors, which returns data in the same format as collect (though hopefully without the samples). If present it is called at registration time. If describe is not present and auto_describe=True is set on the registry, then collect is called instead. This is enabled by default on the default registry, but disabled elsewhere. There's not much point doing extra checks for a transient registry used to push to a pushgateway, particularly if collection is expensive.
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‎README.md

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Original file line numberDiff line numberDiff line change
@@ -365,6 +365,19 @@ REGISTRY.register(CustomCollector())
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`SummaryMetricFamily` and `HistogramMetricFamily` work similarly.
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A collector may implement a `describe` method which returns metrics in the same
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format as `collect` (though you don't have to include the samples). This is
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used to predetermine the names of time series a `CollectorRegistry` exposes and
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thus to detect collisions and duplicate registrations.
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Usually custom collectors do not have to implement `describe`. If `describe` is
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not implemented and the CollectorRegistry was created with `auto_desribe=True`
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(which is the case for the default registry) then `collect` will be called at
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registration time instead of `describe`. If this could cause problems, either
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implement a proper `describe`, or if that's not practical have `describe`
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return an empty list.
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## Multiprocess Mode (Gunicorn)
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**Experimental: This feature is new and has rough edges.**

‎prometheus_client/core.py

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@@ -38,25 +38,61 @@ class CollectorRegistry(object):
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Metric objects. The returned metrics should be consistent with the Prometheus
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exposition formats.
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'''
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def __init__(self):
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self._collectors = set()
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def __init__(self, auto_describe=False):
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self._collector_to_names = {}
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self._names_to_collectors = {}
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self._auto_describe = auto_describe
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self._lock = Lock()
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def register(self, collector):
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'''Add a collector to the registry.'''
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with self._lock:
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self._collectors.add(collector)
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names = self._get_names(collector)
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for name in names:
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if name in self._names_to_collectors:
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raise ValueError('Timeseries already present '
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'in CollectorRegistry: ' + name)
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for name in names:
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self._names_to_collectors[name] = collector
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self._collector_to_names[collector] = names
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def unregister(self, collector):
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'''Remove a collector from the registry.'''
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with self._lock:
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self._collectors.remove(collector)
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for name in self._collector_to_names[collector]:
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del self._names_to_collectors[name]
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del self._collector_to_names[collector]
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def _get_names(self, collector):
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'''Get names of timeseries the collector produces.'''
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desc_func = None
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# If there's a describe function, use it.
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try:
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desc_func = collector.describe
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except AttributeError:
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pass
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# Otherwise, if auto describe is enabled use the collect function.
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if not desc_func and self._auto_describe:
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desc_func = collector.collect
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if not desc_func:
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return []
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result = []
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type_suffixes = {
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'summary': ['', '_sum', '_count'],
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'histogram': ['_bucket', '_sum', '_count']
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}
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for metric in desc_func():
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for suffix in type_suffixes.get(metric.type, ['']):
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result.append(metric.name + suffix)
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return result
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def collect(self):
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'''Yields metrics from the collectors in the registry.'''
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collectors = None
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with self._lock:
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collectors = copy.copy(self._collectors)
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collectors = copy.copy(self._collector_to_names)
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for collector in collectors:
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for metric in collector.collect():
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yield metric
@@ -75,7 +111,7 @@ def get_sample_value(self, name, labels=None):
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return None
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REGISTRY = CollectorRegistry()
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REGISTRY = CollectorRegistry(auto_describe=True)
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'''The default registry.'''
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_METRIC_TYPES = ('counter', 'gauge', 'summary', 'histogram', 'untyped')
@@ -476,6 +512,10 @@ def init(name, documentation, labelnames=(), namespace='', subsystem='', registr
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if not _METRIC_NAME_RE.match(full_name):
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raise ValueError('Invalid metric name: ' + full_name)
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def describe():
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return [Metric(full_name, documentation, cls._type)]
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collector.describe = describe
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def collect():
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metric = Metric(full_name, documentation, cls._type)
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for suffix, labels, value in collector._samples():

‎tests/test_core.py

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@@ -382,6 +382,55 @@ def test_bad_constructors(self):
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self.assertRaises(ValueError, HistogramMetricFamily, 'h', 'help', buckets={}, sum_value=1, labels=['a'])
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self.assertRaises(KeyError, HistogramMetricFamily, 'h', 'help', buckets={}, sum_value=1)
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class TestCollectorRegistry(unittest.TestCase):
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def test_duplicate_metrics_raises(self):
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registry = CollectorRegistry()
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Counter('c', 'help', registry=registry)
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self.assertRaises(ValueError, Counter, 'c', 'help', registry=registry)
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self.assertRaises(ValueError, Gauge, 'c', 'help', registry=registry)
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Gauge('g', 'help', registry=registry)
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self.assertRaises(ValueError, Gauge, 'g', 'help', registry=registry)
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self.assertRaises(ValueError, Counter, 'g', 'help', registry=registry)
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Summary('s', 'help', registry=registry)
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self.assertRaises(ValueError, Summary, 's', 'help', registry=registry)
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# We don't currently expose quantiles, but let's prevent future
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# clashes anyway.
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self.assertRaises(ValueError, Gauge, 's', 'help', registry=registry)
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Histogram('h', 'help', registry=registry)
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self.assertRaises(ValueError, Histogram, 'h', 'help', registry=registry)
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# Clashes aggaint various suffixes.
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self.assertRaises(ValueError, Summary, 'h', 'help', registry=registry)
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self.assertRaises(ValueError, Counter, 'h_count', 'help', registry=registry)
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self.assertRaises(ValueError, Counter, 'h_sum', 'help', registry=registry)
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self.assertRaises(ValueError, Counter, 'h_bucket', 'help', registry=registry)
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# The name of the histogram itself isn't taken.
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Counter('h', 'help', registry=registry)
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def test_unregister_works(self):
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registry = CollectorRegistry()
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s = Summary('s', 'help', registry=registry)
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self.assertRaises(ValueError, Counter, 's_count', 'help', registry=registry)
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registry.unregister(s)
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Counter('s_count', 'help', registry=registry)
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def custom_collector(self, metric_family, registry):
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class CustomCollector(object):
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def collect(self):
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return [metric_family]
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registry.register(CustomCollector())
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def test_autodescribe_disabled_by_default(self):
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registry = CollectorRegistry()
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self.custom_collector(CounterMetricFamily('c', 'help', value=1), registry)
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self.custom_collector(CounterMetricFamily('c', 'help', value=1), registry)
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registry = CollectorRegistry(auto_describe=True)
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self.custom_collector(CounterMetricFamily('c', 'help', value=1), registry)
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self.assertRaises(ValueError, self.custom_collector, CounterMetricFamily('c', 'help', value=1), registry)
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if __name__ == '__main__':
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unittest.main()

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