|
| 1 | +/* |
| 2 | + * Copyright OpenSearch Contributors |
| 3 | + * SPDX-License-Identifier: Apache-2.0 |
| 4 | + * |
| 5 | + * The OpenSearch Contributors require contributions made to |
| 6 | + * this file be licensed under the Apache-2.0 license or a |
| 7 | + * compatible open source license. |
| 8 | + * |
| 9 | + */ |
| 10 | + |
| 11 | +package org.opensearch.dataprepper.plugins.source.prometheus; |
| 12 | + |
| 13 | +import com.linecorp.armeria.common.HttpResponse; |
| 14 | +import com.linecorp.armeria.common.HttpStatus; |
| 15 | +import com.linecorp.armeria.common.MediaType; |
| 16 | +import com.linecorp.armeria.server.Server; |
| 17 | +import io.micrometer.core.instrument.Counter; |
| 18 | +import io.micrometer.core.instrument.Timer; |
| 19 | +import org.junit.jupiter.api.AfterEach; |
| 20 | +import org.junit.jupiter.api.BeforeEach; |
| 21 | +import org.junit.jupiter.api.Test; |
| 22 | +import org.opensearch.dataprepper.metrics.PluginMetrics; |
| 23 | +import org.opensearch.dataprepper.model.buffer.Buffer; |
| 24 | +import org.opensearch.dataprepper.model.event.Event; |
| 25 | +import org.opensearch.dataprepper.model.metric.Gauge; |
| 26 | +import org.opensearch.dataprepper.model.metric.Histogram; |
| 27 | +import org.opensearch.dataprepper.model.metric.Sum; |
| 28 | +import org.opensearch.dataprepper.model.metric.Summary; |
| 29 | +import org.opensearch.dataprepper.model.record.Record; |
| 30 | +import org.opensearch.dataprepper.plugins.buffer.blockingbuffer.BlockingBuffer; |
| 31 | + |
| 32 | +import java.time.Duration; |
| 33 | +import java.util.ArrayList; |
| 34 | +import java.util.Collection; |
| 35 | +import java.util.List; |
| 36 | + |
| 37 | +import static org.hamcrest.CoreMatchers.equalTo; |
| 38 | +import static org.hamcrest.CoreMatchers.instanceOf; |
| 39 | +import static org.hamcrest.MatcherAssert.assertThat; |
| 40 | +import static org.hamcrest.Matchers.empty; |
| 41 | +import static org.hamcrest.Matchers.greaterThanOrEqualTo; |
| 42 | +import static org.hamcrest.Matchers.hasSize; |
| 43 | +import static org.hamcrest.Matchers.is; |
| 44 | +import static org.mockito.ArgumentMatchers.anyString; |
| 45 | +import static org.mockito.Mockito.doAnswer; |
| 46 | +import static org.mockito.Mockito.mock; |
| 47 | +import static org.mockito.Mockito.when; |
| 48 | + |
| 49 | +/** |
| 50 | + * Integration test for the Prometheus scrape source. |
| 51 | + * Starts real Armeria HTTP servers that serve Prometheus text exposition format, |
| 52 | + * creates a real PrometheusScrapeService that scrapes them, and verifies |
| 53 | + * parsed metric events appear in a real BlockingBuffer. |
| 54 | + */ |
| 55 | +class PrometheusScrapeSourceIT { |
| 56 | + |
| 57 | + private static final int BUFFER_SIZE = 4096; |
| 58 | + private static final int BATCH_SIZE = 256; |
| 59 | + private static final int BUFFER_WRITE_TIMEOUT_MS = 5000; |
| 60 | + |
| 61 | + private final List<Server> servers = new ArrayList<>(); |
| 62 | + private Buffer<Record<Event>> buffer; |
| 63 | + private PrometheusScrapeService scrapeService; |
| 64 | + |
| 65 | + @BeforeEach |
| 66 | + void setUp() { |
| 67 | + buffer = new BlockingBuffer<>(BUFFER_SIZE, BATCH_SIZE, "test-pipeline"); |
| 68 | + } |
| 69 | + |
| 70 | + @AfterEach |
| 71 | + void tearDown() { |
| 72 | + if (scrapeService != null) { |
| 73 | + scrapeService.stop(); |
| 74 | + } |
| 75 | + for (final Server server : servers) { |
| 76 | + server.stop().join(); |
| 77 | + } |
| 78 | + } |
| 79 | + |
| 80 | + @Test |
| 81 | + void testScrapeGaugeMetric() throws Exception { |
| 82 | + final String metricsBody = "# TYPE cpu_temp gauge\n" |
| 83 | + + "cpu_temp{host=\"server1\"} 72.5 1706869800000\n"; |
| 84 | + |
| 85 | + final Server server = startMetricsServer(metricsBody); |
| 86 | + startScrapeService(List.of(targetUrl(server))); |
| 87 | + |
| 88 | + final List<Event> events = drainBuffer(); |
| 89 | + assertThat(events, hasSize(greaterThanOrEqualTo(1))); |
| 90 | + |
| 91 | + final Event event = events.get(0); |
| 92 | + assertThat(event, instanceOf(Gauge.class)); |
| 93 | + assertThat(event.get("kind", String.class), equalTo("GAUGE")); |
| 94 | + assertThat(event.get("name", String.class), equalTo("cpu_temp")); |
| 95 | + assertThat(event.get("value", Double.class), equalTo(72.5)); |
| 96 | + } |
| 97 | + |
| 98 | + @Test |
| 99 | + void testScrapeCounterMetric() throws Exception { |
| 100 | + final String metricsBody = "# TYPE http_requests counter\n" |
| 101 | + + "http_requests_total{method=\"GET\"} 42 1706869800000\n"; |
| 102 | + |
| 103 | + final Server server = startMetricsServer(metricsBody); |
| 104 | + startScrapeService(List.of(targetUrl(server))); |
| 105 | + |
| 106 | + final List<Event> events = drainBuffer(); |
| 107 | + assertThat(events, hasSize(greaterThanOrEqualTo(1))); |
| 108 | + |
| 109 | + final Event event = events.get(0); |
| 110 | + assertThat(event, instanceOf(Sum.class)); |
| 111 | + assertThat(event.get("kind", String.class), equalTo("SUM")); |
| 112 | + assertThat(event.get("name", String.class), equalTo("http_requests")); |
| 113 | + assertThat(event.get("isMonotonic", Boolean.class), equalTo(true)); |
| 114 | + } |
| 115 | + |
| 116 | + @Test |
| 117 | + void testScrapeHistogramMetric() throws Exception { |
| 118 | + final String metricsBody = "# TYPE req_duration histogram\n" |
| 119 | + + "req_duration_bucket{method=\"GET\",le=\"0.1\"} 5 1706869800000\n" |
| 120 | + + "req_duration_bucket{method=\"GET\",le=\"0.5\"} 10 1706869800000\n" |
| 121 | + + "req_duration_bucket{method=\"GET\",le=\"1.0\"} 15 1706869800000\n" |
| 122 | + + "req_duration_bucket{method=\"GET\",le=\"+Inf\"} 20 1706869800000\n" |
| 123 | + + "req_duration_count{method=\"GET\"} 20 1706869800000\n" |
| 124 | + + "req_duration_sum{method=\"GET\"} 5.5 1706869800000\n"; |
| 125 | + |
| 126 | + final Server server = startMetricsServer(metricsBody); |
| 127 | + startScrapeService(List.of(targetUrl(server))); |
| 128 | + |
| 129 | + final List<Event> events = drainBuffer(); |
| 130 | + assertThat(events, hasSize(greaterThanOrEqualTo(1))); |
| 131 | + |
| 132 | + final Event event = events.get(0); |
| 133 | + assertThat(event, instanceOf(Histogram.class)); |
| 134 | + assertThat(event.get("kind", String.class), equalTo("HISTOGRAM")); |
| 135 | + assertThat(event.get("name", String.class), equalTo("req_duration")); |
| 136 | + assertThat(event.get("count", Long.class), equalTo(20L)); |
| 137 | + |
| 138 | + final List<Long> bucketCounts = event.get("bucketCountsList", List.class); |
| 139 | + assertThat(bucketCounts, hasSize(4)); |
| 140 | + assertThat(bucketCounts.get(0), equalTo(5L)); |
| 141 | + assertThat(bucketCounts.get(1), equalTo(5L)); |
| 142 | + assertThat(bucketCounts.get(2), equalTo(5L)); |
| 143 | + assertThat(bucketCounts.get(3), equalTo(5L)); |
| 144 | + |
| 145 | + final List<Double> bounds = event.get("explicitBounds", List.class); |
| 146 | + assertThat(bounds, hasSize(3)); |
| 147 | + } |
| 148 | + |
| 149 | + @Test |
| 150 | + void testScrapeSummaryMetric() throws Exception { |
| 151 | + final String metricsBody = "# TYPE rpc_latency summary\n" |
| 152 | + + "rpc_latency{service=\"api\",quantile=\"0.5\"} 0.2 1706869800000\n" |
| 153 | + + "rpc_latency{service=\"api\",quantile=\"0.99\"} 0.8 1706869800000\n" |
| 154 | + + "rpc_latency_count{service=\"api\"} 1000 1706869800000\n" |
| 155 | + + "rpc_latency_sum{service=\"api\"} 300.5 1706869800000\n"; |
| 156 | + |
| 157 | + final Server server = startMetricsServer(metricsBody); |
| 158 | + startScrapeService(List.of(targetUrl(server))); |
| 159 | + |
| 160 | + final List<Event> events = drainBuffer(); |
| 161 | + assertThat(events, hasSize(greaterThanOrEqualTo(1))); |
| 162 | + |
| 163 | + final Event event = events.get(0); |
| 164 | + assertThat(event, instanceOf(Summary.class)); |
| 165 | + assertThat(event.get("kind", String.class), equalTo("SUMMARY")); |
| 166 | + assertThat(event.get("name", String.class), equalTo("rpc_latency")); |
| 167 | + assertThat(event.get("count", Long.class), equalTo(1000L)); |
| 168 | + |
| 169 | + final List<?> quantiles = event.get("quantiles", List.class); |
| 170 | + assertThat(quantiles, hasSize(2)); |
| 171 | + } |
| 172 | + |
| 173 | + @Test |
| 174 | + void testScrapeMultipleTargets() throws Exception { |
| 175 | + final String metricsBody1 = "# TYPE cpu_temp gauge\n" |
| 176 | + + "cpu_temp{host=\"server1\"} 72.5 1706869800000\n"; |
| 177 | + final String metricsBody2 = "# TYPE memory_usage gauge\n" |
| 178 | + + "memory_usage{host=\"server2\"} 4096 1706869800000\n"; |
| 179 | + |
| 180 | + final Server server1 = startMetricsServer(metricsBody1); |
| 181 | + final Server server2 = startMetricsServer(metricsBody2); |
| 182 | + startScrapeService(List.of(targetUrl(server1), targetUrl(server2))); |
| 183 | + |
| 184 | + final List<Event> events = drainBuffer(2); |
| 185 | + assertThat(events, hasSize(greaterThanOrEqualTo(2))); |
| 186 | + |
| 187 | + final long cpuTempCount = events.stream() |
| 188 | + .filter(e -> "cpu_temp".equals(e.get("name", String.class))) |
| 189 | + .count(); |
| 190 | + final long memoryUsageCount = events.stream() |
| 191 | + .filter(e -> "memory_usage".equals(e.get("name", String.class))) |
| 192 | + .count(); |
| 193 | + |
| 194 | + assertThat(cpuTempCount, is(greaterThanOrEqualTo(1L))); |
| 195 | + assertThat(memoryUsageCount, is(greaterThanOrEqualTo(1L))); |
| 196 | + } |
| 197 | + |
| 198 | + @Test |
| 199 | + void testScrapeNon2xxResponse() throws Exception { |
| 200 | + final Server server = Server.builder() |
| 201 | + .http(0) |
| 202 | + .service("/metrics", (ctx, req) -> |
| 203 | + HttpResponse.of(HttpStatus.INTERNAL_SERVER_ERROR)) |
| 204 | + .build(); |
| 205 | + server.start().join(); |
| 206 | + servers.add(server); |
| 207 | + |
| 208 | + startScrapeService(List.of(targetUrl(server))); |
| 209 | + |
| 210 | + Thread.sleep(3000); |
| 211 | + |
| 212 | + final List<Event> events = drainBufferImmediate(); |
| 213 | + assertThat(events, is(empty())); |
| 214 | + } |
| 215 | + |
| 216 | + private Server startMetricsServer(final String metricsBody) { |
| 217 | + final Server server = Server.builder() |
| 218 | + .http(0) |
| 219 | + .service("/metrics", (ctx, req) -> |
| 220 | + HttpResponse.of(HttpStatus.OK, MediaType.PLAIN_TEXT_UTF_8, metricsBody)) |
| 221 | + .build(); |
| 222 | + server.start().join(); |
| 223 | + servers.add(server); |
| 224 | + return server; |
| 225 | + } |
| 226 | + |
| 227 | + private String targetUrl(final Server server) { |
| 228 | + return "http://127.0.0.1:" + server.activeLocalPort() + "/metrics"; |
| 229 | + } |
| 230 | + |
| 231 | + private void startScrapeService(final List<String> targetUrls) { |
| 232 | + final PrometheusScrapeConfig config = mock(PrometheusScrapeConfig.class); |
| 233 | + |
| 234 | + final List<ScrapeTargetConfig> targets = new ArrayList<>(); |
| 235 | + for (final String url : targetUrls) { |
| 236 | + final ScrapeTargetConfig target = mock(ScrapeTargetConfig.class); |
| 237 | + when(target.getUrl()).thenReturn(url); |
| 238 | + targets.add(target); |
| 239 | + } |
| 240 | + |
| 241 | + when(config.getTargets()).thenReturn(targets); |
| 242 | + when(config.getScrapeInterval()).thenReturn(Duration.ofSeconds(1)); |
| 243 | + when(config.getScrapeTimeout()).thenReturn(Duration.ofSeconds(5)); |
| 244 | + when(config.isFlattenLabels()).thenReturn(false); |
| 245 | + when(config.isInsecure()).thenReturn(false); |
| 246 | + when(config.getAuthentication()).thenReturn(null); |
| 247 | + when(config.getSslCertificateFile()).thenReturn(null); |
| 248 | + |
| 249 | + final PluginMetrics pluginMetrics = mock(PluginMetrics.class); |
| 250 | + when(pluginMetrics.counter(anyString())).thenReturn(mock(Counter.class)); |
| 251 | + final Timer timer = mock(Timer.class); |
| 252 | + doAnswer(invocation -> { |
| 253 | + final Runnable runnable = invocation.getArgument(0); |
| 254 | + runnable.run(); |
| 255 | + return null; |
| 256 | + }).when(timer).record(org.mockito.ArgumentMatchers.<Runnable>any()); |
| 257 | + when(pluginMetrics.timer(anyString())).thenReturn(timer); |
| 258 | + |
| 259 | + scrapeService = new PrometheusScrapeService(config, buffer, BUFFER_WRITE_TIMEOUT_MS, pluginMetrics); |
| 260 | + scrapeService.start(); |
| 261 | + } |
| 262 | + |
| 263 | + private List<Event> drainBuffer() { |
| 264 | + return drainBuffer(1); |
| 265 | + } |
| 266 | + |
| 267 | + private List<Event> drainBuffer(final int minExpected) { |
| 268 | + final List<Event> events = new ArrayList<>(); |
| 269 | + final long deadline = System.currentTimeMillis() + 10_000; |
| 270 | + while (System.currentTimeMillis() < deadline) { |
| 271 | + final Collection<Record<Event>> records = buffer.read(100).getKey(); |
| 272 | + for (final Record<Event> record : records) { |
| 273 | + events.add(record.getData()); |
| 274 | + } |
| 275 | + if (events.size() >= minExpected) { |
| 276 | + return events; |
| 277 | + } |
| 278 | + if (records.isEmpty()) { |
| 279 | + try { |
| 280 | + Thread.sleep(100); |
| 281 | + } catch (final InterruptedException e) { |
| 282 | + Thread.currentThread().interrupt(); |
| 283 | + break; |
| 284 | + } |
| 285 | + } |
| 286 | + } |
| 287 | + return events; |
| 288 | + } |
| 289 | + |
| 290 | + private List<Event> drainBufferImmediate() { |
| 291 | + final List<Event> events = new ArrayList<>(); |
| 292 | + final Collection<Record<Event>> records = buffer.read(100).getKey(); |
| 293 | + for (final Record<Event> record : records) { |
| 294 | + events.add(record.getData()); |
| 295 | + } |
| 296 | + return events; |
| 297 | + } |
| 298 | +} |
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