| import copy |
| from threading import Lock |
|
|
| from .metrics_core import Metric |
|
|
|
|
| class CollectorRegistry(object): |
| """Metric collector registry. |
| |
| Collectors must have a no-argument method 'collect' that returns a list of |
| Metric objects. The returned metrics should be consistent with the Prometheus |
| exposition formats. |
| """ |
|
|
| def __init__(self, auto_describe=False, target_info=None): |
| self._collector_to_names = {} |
| self._names_to_collectors = {} |
| self._auto_describe = auto_describe |
| self._lock = Lock() |
| self._target_info = {} |
| self.set_target_info(target_info) |
|
|
| def register(self, collector): |
| """Add a collector to the registry.""" |
| with self._lock: |
| names = self._get_names(collector) |
| duplicates = set(self._names_to_collectors).intersection(names) |
| if duplicates: |
| raise ValueError( |
| 'Duplicated timeseries in CollectorRegistry: {0}'.format( |
| duplicates)) |
| for name in names: |
| self._names_to_collectors[name] = collector |
| self._collector_to_names[collector] = names |
|
|
| def unregister(self, collector): |
| """Remove a collector from the registry.""" |
| with self._lock: |
| for name in self._collector_to_names[collector]: |
| del self._names_to_collectors[name] |
| del self._collector_to_names[collector] |
|
|
| def _get_names(self, collector): |
| """Get names of timeseries the collector produces and clashes with.""" |
| desc_func = None |
| |
| try: |
| desc_func = collector.describe |
| except AttributeError: |
| pass |
| |
| if not desc_func and self._auto_describe: |
| desc_func = collector.collect |
|
|
| if not desc_func: |
| return [] |
|
|
| result = [] |
| type_suffixes = { |
| 'counter': ['_total', '_created'], |
| 'summary': ['_sum', '_count', '_created'], |
| 'histogram': ['_bucket', '_sum', '_count', '_created'], |
| 'gaugehistogram': ['_bucket', '_gsum', '_gcount'], |
| 'info': ['_info'], |
| } |
| for metric in desc_func(): |
| result.append(metric.name) |
| for suffix in type_suffixes.get(metric.type, []): |
| result.append(metric.name + suffix) |
| return result |
|
|
| def collect(self): |
| """Yields metrics from the collectors in the registry.""" |
| collectors = None |
| ti = None |
| with self._lock: |
| collectors = copy.copy(self._collector_to_names) |
| if self._target_info: |
| ti = self._target_info_metric() |
| if ti: |
| yield ti |
| for collector in collectors: |
| for metric in collector.collect(): |
| yield metric |
|
|
| def restricted_registry(self, names): |
| """Returns object that only collects some metrics. |
| |
| Returns an object which upon collect() will return |
| only samples with the given names. |
| |
| Intended usage is: |
| generate_latest(REGISTRY.restricted_registry(['a_timeseries'])) |
| |
| Experimental.""" |
| names = set(names) |
| collectors = set() |
| metrics = [] |
| with self._lock: |
| if 'target_info' in names and self._target_info: |
| metrics.append(self._target_info_metric()) |
| names.remove('target_info') |
| for name in names: |
| if name in self._names_to_collectors: |
| collectors.add(self._names_to_collectors[name]) |
| for collector in collectors: |
| for metric in collector.collect(): |
| samples = [s for s in metric.samples if s[0] in names] |
| if samples: |
| m = Metric(metric.name, metric.documentation, metric.type) |
| m.samples = samples |
| metrics.append(m) |
|
|
| class RestrictedRegistry(object): |
| def collect(self): |
| return metrics |
|
|
| return RestrictedRegistry() |
|
|
| def set_target_info(self, labels): |
| with self._lock: |
| if labels: |
| if not self._target_info and 'target_info' in self._names_to_collectors: |
| raise ValueError('CollectorRegistry already contains a target_info metric') |
| self._names_to_collectors['target_info'] = None |
| elif self._target_info: |
| self._names_to_collectors.pop('target_info', None) |
| self._target_info = labels |
|
|
| def get_target_info(self): |
| with self._lock: |
| return self._target_info |
|
|
| def _target_info_metric(self): |
| m = Metric('target', 'Target metadata', 'info') |
| m.add_sample('target_info', self._target_info, 1) |
| return m |
|
|
| def get_sample_value(self, name, labels=None): |
| """Returns the sample value, or None if not found. |
| |
| This is inefficient, and intended only for use in unittests. |
| """ |
| if labels is None: |
| labels = {} |
| for metric in self.collect(): |
| for s in metric.samples: |
| if s.name == name and s.labels == labels: |
| return s.value |
| return None |
|
|
|
|
| REGISTRY = CollectorRegistry(auto_describe=True) |
|
|