feat: only store bucket values for histogram
The previous implementation stored every single recorded value, causing massive memory usage over time.mem-usage
parent
116b85e039
commit
bf1385ee6d
50
collector.v
50
collector.v
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@ -15,27 +15,26 @@ pub mut:
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struct Histogram {
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metric Metric
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pub mut:
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total_count u64
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sum f64
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buckets []f64
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}
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struct FloatSeries {
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metric Metric
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pub mut:
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data []f64
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bucket_counts []u64
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}
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[heap]
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struct DefaultCollector {
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mut:
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buckets map[string][]f64
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counters shared map[string]&Counter
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histograms shared map[string]&FloatSeries
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histograms shared map[string]&Histogram
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gauges shared map[string]&Gauge
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}
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pub fn new_default_collector() &DefaultCollector {
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return &DefaultCollector{
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buckets: map[string][]f64{}
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counters: map[string]&Counter{}
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histograms: map[string]&FloatSeries{}
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histograms: map[string]&Histogram{}
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gauges: map[string]&Gauge{}
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}
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}
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@ -92,29 +91,52 @@ pub fn (c &DefaultCollector) counters() []Metric {
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return metrics
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}
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pub fn (c &DefaultCollector) histogram_record(value f64, metric Metric) {
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pub fn (mut c DefaultCollector) histogram_buckets_set(name string, buckets []f64) {
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lock c.histograms {
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c.buckets[name] = buckets
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}
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}
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pub fn (mut c DefaultCollector) histogram_record(value f64, metric Metric) {
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lock c.histograms {
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mut entry := c.histograms[metric.str()] or {
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hist := &FloatSeries{
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buckets := c.buckets[metric.name] or { [] }
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hist := &Histogram{
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metric: metric
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data: []f64{}
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buckets: buckets
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bucket_counts: []u64{len: buckets.len, init: 0}
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}
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c.histograms[metric.str()] = hist
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hist
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}
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entry.data << value
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entry.sum += value
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entry.total_count += 1
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mut i := entry.buckets.len - 1
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for i >= 0 && value <= entry.buckets[i] {
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entry.bucket_counts[i]++
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i -= 1
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}
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}
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}
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pub fn (c &DefaultCollector) histogram_get(metric Metric) ?[]f64 {
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pub fn (c &DefaultCollector) histogram_get(metric Metric) ?Histogram {
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return rlock c.histograms {
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entry := c.histograms[metric.str()] or { return none }
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// Return a clone of the data to prevent user from altering
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// internal structure
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entry.data.clone()
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Histogram{
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metric: metric
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total_count: entry.total_count
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sum: entry.sum
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buckets: entry.buckets.clone()
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bucket_counts: entry.bucket_counts.clone()
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}
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}
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}
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@ -32,10 +32,28 @@ fn test_histogram() {
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mut m := new_default_collector()
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m.histogram_record(5.0, name: 'test')
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assert m.histogram_get(name: 'test')? == [5.0]
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assert m.histogram_get(name: 'test')? == Histogram{
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metric: Metric{
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name: 'test'
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}
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total_count: 1
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sum: 5.0
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buckets: []
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bucket_counts: []
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}
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m.histogram_record(7.0, name: 'test')
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assert m.histogram_get(name: 'test')? == [5.0, 7.0]
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assert m.histogram_get(name: 'test')? == Histogram{
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metric: Metric{
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name: 'test'
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}
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total_count: 2
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sum: 12.0
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buckets: []
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bucket_counts: []
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}
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// Test with labels
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metric := Metric{
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@ -43,11 +61,26 @@ fn test_histogram() {
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labels: [['hi', 'label']!, ['hi2', 'label2']!]
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}
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m.histogram_buckets_set('test2', [10.0])
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m.histogram_record(5.0, metric)
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assert m.histogram_get(metric)? == [5.0]
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assert m.histogram_get(metric)? == Histogram{
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metric: metric
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total_count: 1
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sum: 5.0
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buckets: [10.0]
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bucket_counts: [u64(1)]
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}
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m.histogram_record(7.0, metric)
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assert m.histogram_get(metric)? == [5.0, 7.0]
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assert m.histogram_get(metric)? == Histogram{
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metric: metric
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total_count: 2
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sum: 12.0
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buckets: [10.0]
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bucket_counts: [u64(2)]
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}
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}
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fn test_gauge_add() {
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@ -16,7 +16,7 @@ pub fn (m &Metric) str() string {
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pub interface MetricsCollector {
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counter_get(metric Metric) ?u64
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counters() []Metric
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histogram_get(metric Metric) ?[]f64
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histogram_get(metric Metric) ?Histogram
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histograms() []Metric
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gauge_get(metric Metric) ?f64
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gauges() []Metric
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2
null.v
2
null.v
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@ -21,7 +21,7 @@ pub fn (c &NullCollector) counters() []Metric {
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pub fn (c &NullCollector) histogram_record(value f64, metric Metric) {}
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pub fn (c &NullCollector) histogram_get(metric Metric) ?[]f64 {
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pub fn (c &NullCollector) histogram_get(metric Metric) ?Histogram {
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return none
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}
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42
prometheus.v
42
prometheus.v
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@ -2,19 +2,15 @@ module metrics
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import strings
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import io
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import arrays
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pub struct PrometheusExporter {
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buckets []f64
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mut:
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prefix string
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collector &MetricsCollector = unsafe { nil }
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}
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pub fn new_prometheus_exporter(buckets []f64) PrometheusExporter {
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return PrometheusExporter{
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buckets: buckets
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}
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pub fn new_prometheus_exporter() PrometheusExporter {
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return PrometheusExporter{}
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}
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pub fn (mut e PrometheusExporter) load(prefix string, collector &MetricsCollector) {
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@ -61,45 +57,25 @@ pub fn (mut e PrometheusExporter) export_to_writer(mut writer io.Writer) ! {
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}
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for hist in e.collector.histograms() {
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data := e.collector.histogram_get(hist) or { return error("This can't happen.") }
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sum := arrays.sum(data) or { 0.0 }
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total_count := data.len
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mut bucket_counts := []u64{len: e.buckets.len}
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mut i := bucket_counts.len - 1
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// For each data point, increment all buckets that the value is
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// contained in. Because the buckets are sorted, we can stop once we
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// encounter one that it doesn't fit in
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for val in data {
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for i >= 0 && val <= e.buckets[i] {
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bucket_counts[i]++
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i -= 1
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}
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i = bucket_counts.len - 1
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}
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hist_data := e.collector.histogram_get(hist) or { return error("This can't happen.") }
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mut m := Metric{
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...hist
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name: '${hist.name}_count'
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}
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writer.write('${e.serialize_metric(m)} $total_count\n'.bytes())!
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writer.write('${e.serialize_metric(m)} $hist_data.total_count\n'.bytes())!
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m = Metric{
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...hist
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name: '${hist.name}_sum'
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}
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writer.write('${e.serialize_metric(m)} $sum\n'.bytes())!
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writer.write('${e.serialize_metric(m)} $hist_data.sum\n'.bytes())!
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mut le_labels := [][2]string{}
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le_labels.prepend(hist.labels)
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le_labels << ['le', '']!
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for j, bucket in e.buckets {
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for j, bucket in hist_data.buckets {
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le_labels[le_labels.len - 1][1] = bucket.str()
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m = Metric{
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@ -107,17 +83,19 @@ pub fn (mut e PrometheusExporter) export_to_writer(mut writer io.Writer) ! {
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labels: le_labels
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}
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writer.write('${e.serialize_metric(m)} ${bucket_counts[j]}\n'.bytes())!
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writer.write('${e.serialize_metric(m)} ${hist_data.bucket_counts[j]}\n'.bytes())!
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}
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// Always output the +Inf bucket
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le_labels[le_labels.len - 1][1] = '+Inf'
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if hist_data.buckets.len > 0 {
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m = Metric{
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name: '${hist.name}_bucket'
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labels: le_labels
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}
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writer.write('${e.serialize_metric(m)} $total_count\n'.bytes())!
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writer.write('${e.serialize_metric(m)} $hist_data.total_count\n'.bytes())!
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}
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}
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}
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@ -4,7 +4,7 @@ fn test_only_counters() {
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mut m := new_default_collector()
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m.counter_increment(name: 'test')
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mut e := new_prometheus_exporter([])
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mut e := new_prometheus_exporter()
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e.load('hi_', m)
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assert e.export_to_string()! == 'hi_test 1\n'
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@ -23,7 +23,7 @@ fn test_only_gauges() {
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mut m := new_default_collector()
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m.gauge_set(3.25, name: 'test')
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mut e := new_prometheus_exporter([])
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mut e := new_prometheus_exporter()
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e.load('hi_', m)
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assert e.export_to_string()! == 'hi_test 3.25\n'
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@ -40,10 +40,11 @@ fn test_only_gauges() {
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fn test_single_histogram() {
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mut m := new_default_collector()
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m.histogram_buckets_set('test', [0.5, 5.0])
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m.histogram_record(5.0, name: 'test')
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m.histogram_record(7.0, name: 'test')
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mut e := new_prometheus_exporter([0.5, 5.0])
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mut e := new_prometheus_exporter()
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e.load('hi_', m)
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assert e.export_to_string()! == 'hi_test_count 2\nhi_test_sum 12.0\nhi_test_bucket{le="0.5"} 0\nhi_test_bucket{le="5.0"} 1\nhi_test_bucket{le="+Inf"} 2\n'
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